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Chua, Tat-Seng

  1. Neural Collaborative Filtering
    2017/08/16 by Xiangnan He, Lizi Liao, He, Xiangnan +9 · 128 citations
    Computer Science · Social Sciences · #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Information Retrieval (cs.IR) #Music and Audio Processing #Recommender Systems and Techniques
  2. NExT-QA:Next Phase of Question-Answering to Explaining Temporal Actions
    2021/05/18 by Junbin Xiao, Xiao, Junbin, Xindi Shang +5 · 123 citations
    Computer Science · #Multimodal Machine Learning Applications #Human Pose and Action Recognition #Domain Adaptation and Few-Shot Learning
  3. A Survey on RAG Meeting LLMs: Towards Retrieval-Augmented Large Language Models
    2024/05/10 by Fan, Wenqi, Ding, Yujuan, Ning, Liangbo +5 · 112 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  4. NExT-GPT: Any-to-Any Multimodal LLM
    2023/09/11 by Shengqiong Wu, Wu, Shengqiong, Leigang Qu +6 · 84 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  5. TAT-QA: A Question Answering Benchmark on a Hybrid of Tabular and Textual Content in Finance
    2021/05/17 by Fengbin Zhu, Zhu, Fengbin, Wenqiang Lei +13 · 55 citations
    Computer Science · Decision Sciences · #Topic Modeling #Stock Market Forecasting Methods #Advanced Text Analysis Techniques
  6. Neural Sparse Voxel Fields
    2020/07/22 by Liu, Lingjie, Gu, Jiatao, Lin, Kyaw Zaw +2 · 41 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Machine Learning (cs.LG)
  7. RLHF-V: Towards Trustworthy MLLMs via Behavior Alignment from Fine-grained Correctional Human Feedback
    2023/12/01 by Yu, Tianyu, Yao, Yuan, Zhang, Haoye +8 · 67 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  8. Learnable Item Tokenization for Generative Recommendation
    2024/05/12 by Wang, Wenjie, Bao, Honghui, Lin, Xinyu +5 · 50 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  9. Data-efficient Fine-tuning for LLM-based Recommendation
    2024/01/30 by Xinyu Lin, Lin, Xinyu, Wenjie Wang +11 · 34 citations
    Computer Science · Engineering · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Power Systems and Technologies #Topic Modeling #Web Data Mining and Analysis
  10. ScreenSpot-Pro: GUI Grounding for Professional High-Resolution Computer Use
    2025/04/04 by Li, Kaixin, Meng, Ziyang, Lin, Hongzhan +5 · 72 citations
    #68-11 68-04 #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #I.2.10 #I.2.7 #Multimedia (cs.MM)
  11. Generative Recommendation: Towards Next-generation Recommender Paradigm
    2023/04/07 by Wenjie Wang, Wang, Wenjie, Xinyu Lin +7 · 22 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Topic Modeling #Multimodal Machine Learning Applications
  12. LLaVA-UHD: an LMM Perceiving Any Aspect Ratio and High-Resolution Images
    2024/03/18 by Ruyi Xu, Yuan Yao, Xu, Ruyi +17 · 28 citations
    Medicine · Computer Science · Engineering · #Medical Imaging Techniques and Applications #Medical Image Segmentation Techniques #CCD and CMOS Imaging Sensors
  13. Meta-Transfer Learning for Few-Shot Learning
    2018/12/06 by Sun, Qianru, Liu, Yaoyao, Chua, Tat-Seng +1 · 13 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  14. MolCA: Molecular Graph-Language Modeling with Cross-Modal Projector and Uni-Modal Adapter
    2023/10/19 by Liu, Zhiyuan, Li, Sihang, Luo, Yanchen +5 · 24 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimedia (cs.MM)
  15. Contrastive Learning for Cold-Start Recommendation
    2021/07/12 by Yinwei Wei, Wei, Yinwei, Xiang Wang +11 · 15 citations
    Computer Science · #Recommender Systems and Techniques #Advanced Graph Neural Networks #Image Retrieval and Classification Techniques
  16. Discovering Invariant Rationales for Graph Neural Networks
    2022/01/30 by Wu, Ying-Xin, Wang, Xiang, Zhang, An +2 · 16 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  17. Neural Factorization Machines for Sparse Predictive Analytics
    2017/08/16 by He, Xiangnan, Chua, Tat-Seng · 11 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  18. Diffusion Recommender Model
    2023/04/11 by Wang, Wenjie, Xu, Yiyan, Feng, Fuli +3 · 19 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  19. Momentor: Advancing Video Large Language Model with Fine-Grained Temporal Reasoning
    2024/02/18 by Qian Long, Juncheng Li, Qian, Long +13 · 23 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  20. Prompting and Evaluating Large Language Models for Proactive Dialogues: Clarification, Target-guided, and Non-collaboration
    2023/05/23 by Yang Deng, Deng, Yang, Lizi Liao +7 · 18 citations
    Computer Science · Medicine · #Topic Modeling #Artificial Intelligence in Healthcare and Education #AI in Service Interactions
  21. On Generative Agents in Recommendation
    2023/10/16 by Zhang, An, Chen, Yuxin, Sheng, Leheng +2 · 19 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  22. Search-in-the-Chain: Interactively Enhancing Large Language Models with Search for Knowledge-intensive Tasks
    2023/04/28 by Shicheng Xu, Liang Pang, Xu, Shicheng +7 · 18 citations
    Decision Sciences · Computer Science · #Data Quality and Management #Topic Modeling
  23. Attentional Factorization Machines: Learning the Weight of Feature Interactions via Attention Networks
    2017/08/15 by Xiao, Jun, Ye, Hao, He, Xiangnan +3 · 9 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  24. RLAIF-V: Open-Source AI Feedback Leads to Super GPT-4V Trustworthiness
    2024/05/27 by Tianyu Yu, Haoye Zhang, Yu, Tianyu +24 · 21 citations
    Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning in Healthcare
  25. Hello Again! LLM-powered Personalized Agent for Long-term Dialogue
    2024/06/09 by Li, Hao, Yang, Chenghao, Zhang, An +3 · 21 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  26. Retrieving and Reading: A Comprehensive Survey on Open-domain Question Answering
    2021/01/04 by Fengbin Zhu, Wenqiang Lei, Zhu, Fengbin +9 · 11 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  27. A Survey on Proactive Dialogue Systems: Problems, Methods, and Prospects
    2023/05/04 by Yang Deng, Deng, Yang, Wenqiang Lei +5 · 14 citations
    Computer Science · #Speech and dialogue systems #AI in Service Interactions #Topic Modeling
  28. Plug-and-Play Policy Planner for Large Language Model Powered Dialogue Agents
    2023/11/01 by Yang Deng, Deng, Yang, Wenxuan Zhang +7 · 15 citations
    Computer Science · #Topic Modeling #Speech and dialogue systems
  29. Video Question Answering: Datasets, Algorithms and Challenges
    2022/03/02 by Zhong, Yaoyao, Xiao, Junbin, Ji, Wei +3 · 10 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  30. Affective Image Content Analysis: Two Decades Review and New Perspectives
    2021/06/30 by Sicheng Zhao, Zhao, Sicheng, Xingxu Yao +13 · 9 citations
    Computer Science · Psychology · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Emotion and Mood Recognition #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Multimedia (cs.MM) #Sentiment Analysis and Opinion Mining
  31. Bridging Items and Language: A Transition Paradigm for Large Language Model-Based Recommendation
    2023/10/10 by Xinyu Lin, Wenjie Wang, Lin, Xinyu +9 · 12 citations
    Computer Science · Medicine · #Topic Modeling #Recommender Systems and Techniques #Radiomics and Machine Learning in Medical Imaging
  32. Few-shot 3D Point Cloud Semantic Segmentation
    2020/06/22 by Na Zhao, Zhao, Na, Tat‐Seng Chua +3 · 8 citations
    Computer Science · Earth and Planetary Sciences · Engineering · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #I.2.10 #I.4.6
  33. Deconfounded Video Moment Retrieval with Causal Intervention
    2021/06/03 by Yang, Xun, Feng, Fuli, Ji, Wei +2 · 8 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  34. InstructVid2Vid: Controllable Video Editing with Natural Language Instructions
    2023/05/21 by Bosheng Qin, Qin, Bosheng, Juncheng Li +7 · 10 citations
    Computer Science · #Generative Adversarial Networks and Image Synthesis #Video Analysis and Summarization #Multimodal Machine Learning Applications
  35. Adversarial Training Towards Robust Multimedia Recommender System
    2018/09/19 by Jinhui Tang, Xiaoyu Du, Tang, Jinhui +9 · 6 citations
    Computer Science · #Stochastic Gradient Optimization Techniques #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
  36. On Softmax Direct Preference Optimization for Recommendation
    2024/06/13 by Chen, Yuxin, Tan, Junfei, Zhang, An +5 · 16 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  37. Visual Translation Embedding Network for Visual Relation Detection
    2017/02/27 by Hanwang Zhang, Zawlin Kyaw, Zhang, Hanwang +5 · 12 citations
    Computer Science · #Multimodal Machine Learning Applications #Human Pose and Action Recognition #Domain Adaptation and Few-Shot Learning
  38. CPT: Colorful Prompt Tuning for Pre-trained Vision-Language Models
    2021/09/24 by Yuan Yao, Yao, Yuan, Ao Zhang +9 · 7 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  39. Towards Natural Language-Guided Drones: GeoText-1652 Benchmark with Spatial Relation Matching
    2023/11/21 by Meng Chu, Zhedong Zheng, Chu, Meng +5 · 11 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM) #Multimodal Machine Learning Applications #Robotics and Sensor-Based Localization
  40. Abductive Ego-View Accident Video Understanding for Safe Driving Perception
    2024/03/01 by Jianwu Fang, Fang, Jianwu, Leilei Li +13 · 11 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Video Surveillance and Tracking Methods
  41. Denoising Diffusion Recommender Model
    2024/01/13 by Jujia Zhao, Wenjie Wang, Zhao, Jujia +8 · 11 citations
    Computer Science · #Recommender Systems and Techniques #Machine Learning in Healthcare #Generative Adversarial Networks and Image Synthesis
  42. Large Language Models Empowered Personalized Web Agents
    2024/10/22 by Yongqi Li, Cai, Hongru, Li, Yongqi +10 · 16 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Topic Modeling
  43. LayoutLLM-T2I: Eliciting Layout Guidance from LLM for Text-to-Image Generation
    2023/08/09 by Leigang Qu, Qu, Leigang, Shengqiong Wu +6 · 10 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Handwritten Text Recognition Techniques #Multimodal Machine Learning Applications
  44. NExT-Chat: An LMM for Chat, Detection and Segmentation
    2023/11/08 by Zhang, Ao, Yao, Yuan, Ji, Wei +2 · 10 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  45. Language Representations Can be What Recommenders Need: Findings and Potentials
    2024/07/07 by Leheng Sheng, An Zhang, Sheng, Leheng +9 · 13 citations
    Computer Science · #Topic Modeling #Recommender Systems and Techniques
  46. FakeSV: A Multimodal Benchmark with Rich Social Context for Fake News Detection on Short Video Platforms
    2022/11/20 by Peng Qi, Qi, Peng, Yuyan Bu +13 · 8 citations
    Computer Science · Social Sciences · #FOS: Computer and information sciences #Misinformation and Its Impacts #Multimedia (cs.MM) #Spam and Phishing Detection
  47. Graph Adversarial Training: Dynamically Regularizing Based on Graph Structure
    2019/02/20 by Fuli Feng, Feng, Fuli, Xiangnan He +5 · 5 citations
    Computer Science · #Advanced Graph Neural Networks #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Social and Information Networks (cs.SI)
  48. Towards 3D Molecule-Text Interpretation in Language Models
    2024/01/25 by Li, Sihang, Liu, Zhiyuan, Luo, Yanchen +5 · 11 citations
    #Biomolecules (q-bio.BM) #FOS: Biological sciences #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
  49. PACIFIC: Towards Proactive Conversational Question Answering over Tabular and Textual Data in Finance
    2022/10/17 by Deng, Yang, Lei, Wenqiang, Zhang, Wenxuan +2 · 7 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  50. Ask-before-Plan: Proactive Language Agents for Real-World Planning
    2024/06/18 by Xuan Zhang, Zhang, Xuan, Yang Deng +7 · 12 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Geographic Information Systems Studies #Semantic Web and Ontologies #Speech and dialogue systems
  51. Multiple-environment Self-adaptive Network for Aerial-view Geo-localization
    2022/04/18 by Tingyu Wang, Zhedong Zheng, Wang, Tingyu +9 · 7 citations
    Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Remote-Sensing Image Classification #Image Enhancement Techniques
  52. EgoTextVQA: Towards Egocentric Scene-Text Aware Video Question Answering
    2025/02/11 by Sheng Zhou, Zhou, Sheng, Junbin Xiao +15 · 18 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Advanced Image and Video Retrieval Techniques
  53. SCA-CNN: Spatial and Channel-wise Attention in Convolutional Networks for Image Captioning
    2016/11/17 by Chen, Long, Zhang, Hanwang, Xiao, Jun +4 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  54. JavisDiT: Joint Audio-Video Diffusion Transformer with Hierarchical Spatio-Temporal Prior Synchronization
    2025/03/30 by Liu, Kai, Li, Wei, Chen, Lai +8 · 18 citations
    #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering
  55. Think Twice Before Trusting: Self-Detection for Large Language Models through Comprehensive Answer Reflection
    2024/03/15 by Li, Moxin, Wang, Wenjie, Feng, Fuli +3 · 9 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  56. Don't Just Say "I don't know"! Self-aligning Large Language Models for Responding to Unknown Questions with Explanations
    2024/02/23 by Deng, Yang, Zhao, Yong, Li, Moxin +2 · 9 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  57. Rethinking Tokenizer and Decoder in Masked Graph Modeling for Molecules
    2023/10/23 by Zhiyuan Liu, Liu, Zhiyuan, Yaorui Shi +11 · 8 citations
    Computer Science · Materials Science · #Advanced Graph Neural Networks #Machine Learning in Materials Science #Computational Drug Discovery Methods
  58. Vitron: A Unified Pixel-level Vision LLM for Understanding, Generating, Segmenting, Editing
    2024/10/08 by Hao Fei, Shengqiong Wu, Fei, Hao +7 · 12 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Image Processing Techniques and Applications #Image and Object Detection Techniques
  59. RLPR: Extrapolating RLVR to General Domains without Verifiers
    2025/06/23 by Yu, Tianyu, Ji, Bo, Wang, Shouli +9 · 25 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  60. Reasoning Implicit Sentiment with Chain-of-Thought Prompting
    2023/05/18 by Fei, Hao, Li, Bobo, Liu, Qian +3 · 6 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  61. SimTeG: A Frustratingly Simple Approach Improves Textual Graph Learning
    2023/08/03 by Keyu Duan, Qian Liu, Duan, Keyu +11 · 6 citations
    Computer Science · #Advanced Graph Neural Networks #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  62. Are Reasoning Models More Prone to Hallucination?
    2025/05/29 by Zijun Yao, Y.J. Liu, Yao, Zijun +12 · 21 citations
    Decision Sciences · Computer Science · #Decision-Making and Behavioral Economics #Logic, Reasoning, and Knowledge #Explainable Artificial Intelligence (XAI)
  63. Recent Advances in Neural Question Generation
    2019/05/22 by Liangming Pan, Pan, Liangming, Wenqiang Lei +5 · 5 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  64. Fast Matrix Factorization for Online Recommendation with Implicit Feedback
    2017/08/16 by He, Xiangnan, Zhang, Hanwang, Kan, Min-Yen +1 · 3 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  65. Reinforced Latent Reasoning for LLM-based Recommendation
    2025/05/25 by Yang Zhang, Wenxin Xu, Zhang, Yang +11 · 18 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
  66. Video as Conditional Graph Hierarchy for Multi-Granular Question Answering
    2021/12/12 by Junbin Xiao, Angela Yao, Xiao, Junbin +9 · 4 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimedia (cs.MM) #Multimodal Machine Learning Applications
  67. Outer Product-based Neural Collaborative Filtering
    2018/08/12 by He, Xiangnan, Du, Xiaoyu, Wang, Xiang +3 · 3 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  68. Order-agnostic Identifier for Large Language Model-based Generative Recommendation
    2025/02/15 by Xinyu Lin, Lin, Xinyu, Shi, Haihan +10 · 11 citations
    Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Recommender Systems and Techniques #Topic Modeling
  69. Knowledge Boundary of Large Language Models: A Survey
    2024/12/17 by Li, Moxin, Zhao, Yong, Zhang, Wenxuan +5 · 10 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  70. Personalized Generation In Large Model Era: A Survey
    2025/03/04 by Yuehang Xu, Xu, Yiyan, Jinghao Zhang +15 · 14 citations
    Computer Science · #Distributed and Parallel Computing Systems #Age of Information Optimization
  71. LLMDet: A Third Party Large Language Models Generated Text Detection Tool
    2023/05/24 by Kangxi Wu, Liang Pang, Wu, Kangxi +7 · 5 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  72. Towards Human-centered Proactive Conversational Agents
    2024/04/19 by Yang Deng, Deng, Yang, Lizi Liao +7 · 7 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Information Retrieval (cs.IR) #Speech and dialogue systems
  73. Let Invariant Rationale Discovery Inspire Graph Contrastive Learning
    2022/06/16 by Sihang Li, Xiang Wang, Li, Sihang +9 · 4 citations
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG) #Recommender Systems and Techniques
  74. On the Multi-turn Instruction Following for Conversational Web Agents
    2024/02/23 by Yang Deng, Xuan Zhang, Deng, Yang +9 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mobile Agent-Based Network Management #Multi-Agent Systems and Negotiation
  75. Video Graph Transformer for Video Question Answering
    2022/07/12 by Xiao, Junbin, Zhou, Pan, Chua, Tat-Seng +1 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  76. Incorporating Bias-aware Margins into Contrastive Loss for Collaborative Filtering
    2022/10/20 by An Zhang, Zhang, An, Wenchang Ma +5 · 5 citations
    Computer Science · Social Sciences · #Digital Marketing and Social Media #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques
  77. Semantic Graphs for Generating Deep Questions
    2020/04/27 by Pan, Liangming, Xie, Yuxi, Feng, Yansong +2 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  78. Towards Semantic Equivalence of Tokenization in Multimodal LLM
    2024/06/07 by Shengqiong Wu, Hao Fei, Wu, Shengqiong +11 · 7 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Semantic Web and Ontologies
  79. Hierarchical Fashion Graph Network for Personalized Outfit Recommendation
    2020/05/26 by Xingchen Li, Xiang Wang, Li, Xingchen +9 · 3 citations
    Computer Science · #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Visual Attention and Saliency Detection
  80. PiPa: Pixel- and Patch-wise Self-supervised Learning for Domain Adaptative Semantic Segmentation
    2022/11/14 by Chen, Mu, Zheng, Zhedong, Yang, Yi +1 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  81. Exploring and Evaluating Attributes, Values, and Structures for Entity Alignment
    2020/10/07 by Liu, Zhiyuan, Yixin Cao, Liangming Pan +7 · 3 citations
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Text and Document Classification Technologies #Topic Modeling
  82. A Comprehensive Evaluation of Large Language Models on Legal Judgment Prediction
    2023/10/18 by Ruihao Shui, Shui, Ruihao, Yixin Cao +5 · 5 citations
    Computer Science · Social Sciences · #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  83. Empowering Collaborative Filtering with Principled Adversarial Contrastive Loss
    2023/10/28 by Zhang, An, Sheng, Leheng, Cai, Zhibo +2 · 5 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  84. SafeMLRM: Demystifying Safety in Multi-modal Large Reasoning Models
    2025/04/09 by Junfeng Fang, Yukai Wang, Fang, Junfeng +12 · 13 citations
    Computer Science · Decision Sciences · Health Professions · #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Occupational Health and Safety Research #Risk and Safety Analysis #Topic Modeling
  85. Beyond Factuality: A Comprehensive Evaluation of Large Language Models as Knowledge Generators
    2023/10/11 by Chen, Liang, Deng, Yang, Bian, Yatao +4 · 5 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  86. Two Heads Are Better Than One: Improving Fake News Video Detection by Correlating with Neighbors
    2023/06/08 by Qi, Peng, Zhao, Yuyang, Shen, Yufeng +3 · 4 citations
    #FOS: Computer and information sciences #Multimedia (cs.MM)
  87. VPGTrans: Transfer Visual Prompt Generator across LLMs
    2023/05/02 by Zhang, Ao, Fei, Hao, Yao, Yuan +4 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  88. Generative Cross-Modal Retrieval: Memorizing Images in Multimodal Language Models for Retrieval and Beyond
    2024/02/16 by Yongqi Li, Li, Yongqi, Wenjie Wang +9 · 5 citations
    Computer Science · #Multimodal Machine Learning Applications
  89. Long-Term TalkingFace Generation via Motion-Prior Conditional Diffusion Model
    2025/02/13 by Fei Shen, Cong Wang, Shen, Fei +10 · 9 citations
    Computer Science · #Speech and dialogue systems #Speech Recognition and Synthesis #Speech and Audio Processing
  90. ReactXT: Understanding Molecular "Reaction-ship" via Reaction-Contextualized Molecule-Text Pretraining
    2024/05/23 by Liu, Zhiyuan, Shi, Yaorui, Zhang, An +5 · 6 citations
    #Computation and Language (cs.CL) #FOS: Biological sciences #FOS: Computer and information sciences #Multimedia (cs.MM) #Quantitative Methods (q-bio.QM)
  91. Measuring What Makes You Unique: Difference-Aware User Modeling for Enhancing LLM Personalization
    2025/03/04 by Xiaoyan Zhao, Qiu, Yilun, Zhao, Xiaoyan +12 · 13 citations
    Business, Management and Accounting · Computer Science · #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #Recommender Systems and Techniques #Semantic Web and Ontologies
  92. A Survey of Personalized Large Language Models: Progress and Future Directions
    2025/02/17 by Liu, Jiahong, Qiu, Zexuan, Li, Zhongyang +7 · 9 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  93. Fine-tuning Multimodal LLMs to Follow Zero-shot Demonstrative Instructions
    2023/08/08 by Juncheng Li, Li, Juncheng, Kaihang Pan +17 · 5 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  94. Multi-Channel Graph Neural Network for Entity Alignment
    2019/08/26 by Yixin Cao, Cao, Yixin, Zhiyuan Liu +7 · 3 citations
    Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Topic Modeling #Data Quality and Management
  95. Combating Multimodal LLM Hallucination via Bottom-Up Holistic Reasoning
    2024/12/15 by Wu, Shengqiong, Fei, Hao, Pan, Liangming +3 · 7 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  96. Auto-Encoding Morph-Tokens for Multimodal LLM
    2024/05/03 by Pan, Kaihang, Tang, Siliang, Li, Juncheng +6 · 6 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  97. Composed Image Retrieval with Text Feedback via Multi-grained Uncertainty Regularization
    2022/11/14 by Chen, Yiyang, Zheng, Zhedong, Ji, Wei +2 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  98. Cognitive Accident Prediction in Driving Scenes: A Multimodality Benchmark
    2022/12/19 by Jianwu Fang, Fang, Jianwu, Leilei Li +9 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Sentiment Analysis and Opinion Mining #Topic Modeling
  99. DiaASQ : A Benchmark of Conversational Aspect-based Sentiment Quadruple Analysis
    2022/11/10 by Li, Bobo, Fei, Hao, Li, Fei +8 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  100. LLaVA-UHD v2: an MLLM Integrating High-Resolution Semantic Pyramid via Hierarchical Window Transformer
    2024/12/18 by Zhang, Yipeng, Liu, Yifan, Guo, Zonghao +10 · 7 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  101. Learning to Self-Train for Semi-Supervised Few-Shot Classification
    2019/06/03 by Li, Xinzhe, Sun, Qianru, Liu, Yaoyao +4 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  102. Interacting with Non-Cooperative User: A New Paradigm for Proactive Dialogue Policy
    2022/04/07 by Wenqiang Lei, Yao Zhang, Lei, Wenqiang +13 · 3 citations
    Computer Science · #Speech and dialogue systems #Topic Modeling #Multi-Agent Systems and Negotiation
  103. Multi-source Domain Adaptation for Visual Sentiment Classification
    2020/01/12 by Chuang Lin, Sicheng Zhao, Lin, Chuang +5 · 2 citations
    Computer Science · #Multimodal Machine Learning Applications #Sentiment Analysis and Opinion Mining #Generative Adversarial Networks and Image Synthesis
  104. SESS: Self-Ensembling Semi-Supervised 3D Object Detection
    2019/12/26 by Na Zhao, Tat‐Seng Chua, Zhao, Na +3 · 2 citations
    Engineering · Computer Science · #3D Shape Modeling and Analysis #Advanced Neural Network Applications #Robotics and Sensor-Based Localization
  105. ProtT3: Protein-to-Text Generation for Text-based Protein Understanding
    2024/05/21 by Liu, Zhiyuan, Zhang, An, Fei, Hao +4 · 5 citations
    #Computation and Language (cs.CL) #FOS: Biological sciences #FOS: Computer and information sciences #Multimedia (cs.MM) #Quantitative Methods (q-bio.QM)
  106. We Should Identify and Mitigate Third-Party Safety Risks in MCP-Powered Agent Systems
    2025/06/16 by Fang, Junfeng, Yao, Zijun, Wang, Ruipeng +3 · 16 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  107. Beyond Persuasion: Towards Conversational Recommender System with Credible Explanations
    2024/09/22 by Qin, Peixin, Huang, Chen, Deng, Yang +2 · 5 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  108. ExpLLM: Towards Chain of Thought for Facial Expression Recognition
    2024/09/04 by Lan, Xing, Xue, Jian, Qi, Ji +3 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM)
  109. Cracking the Code of Hallucination in LVLMs with Vision-aware Head Divergence
    2024/12/18 by Jinghan He, Kuan Zhu, He, Jinghan +17 · 1 voice · 5 citations
    Computer Science · Medicine · Neuroscience · #Advanced Neuroimaging Techniques and Applications #Functional Brain Connectivity Studies #Neurological disorders and treatments #cs.CL #cs.CV
  110. Strength Lies in Differences! Improving Strategy Planning for Non-collaborative Dialogues via Diversified User Simulation
    2024/03/11 by Zhang, Tong, Huang, Chen, Deng, Yang +5 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  111. Analyzing Temporal Complex Events with Large Language Models? A Benchmark towards Temporal, Long Context Understanding
    2024/06/04 by Zhihan Zhang, Zhang, Zhihan, Yixin Cao +9 · 5 citations
    Computer Science · #Topic Modeling
  112. Intelligent Request Strategy Design in Recommender System
    2022/06/23 by Qian, Xufeng, Xu, Yue, Lv, Fuyu +6 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  113. LLM2Rec: Large Language Models Are Powerful Embedding Models for Sequential Recommendation
    2025/06/16 by Yingzhi He, He, Yingzhi, Xiaohao Liu +7 · 10 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
  114. Causal Disentangled Recommendation Against User Preference Shifts
    2023/03/28 by Wenjie Wang, Xinyu Lin, Wang, Wenjie +9 · 3 citations
    Computer Science · Decision Sciences · #Recommender Systems and Techniques #Advanced Bandit Algorithms Research
  115. Visual Relation Grounding in Videos
    2020/07/17 by Junbin Xiao, Xindi Shang, Xiao, Junbin +7 · 2 citations
    Computer Science · #Multimodal Machine Learning Applications #Human Pose and Action Recognition #Advanced Image and Video Retrieval Techniques
  116. NExT-Mol: 3D Diffusion Meets 1D Language Modeling for 3D Molecule Generation
    2025/02/18 by Zhiyuan Liu, Yanchen Luo, Liu, Zhiyuan +17 · 7 citations
    Materials Science · #Biomolecules (q-bio.BM) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Quantitative Methods (q-bio.QM)
  117. SILMM: Self-Improving Large Multimodal Models for Compositional Text-to-Image Generation
    2024/12/08 by Qu, Leigang, Li, Haochuan, Wang, Wenjie +4 · 5 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM)
  118. STEP: Enhancing Video-LLMs' Compositional Reasoning by Spatio-Temporal Graph-guided Self-Training
    2024/11/29 by Qiu, Haiyi, Gao, Minghe, Qian, Long +7 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  119. CLAMBER: A Benchmark of Identifying and Clarifying Ambiguous Information Needs in Large Language Models
    2024/05/20 by Zhang, Tong, Qin, Peixin, Deng, Yang +6 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  120. VideoQA in the Era of LLMs: An Empirical Study
    2024/08/08 by Xiao, Junbin, Nanxin Huang, Hangyu Qin +18 · 4 citations
    Computer Science · #Digital Rights Management and Security
  121. A Unified Multi-task Learning Framework for Multi-goal Conversational Recommender Systems
    2022/04/14 by Yang Deng, Deng, Yang, Wenxuan Zhang +9 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Sentiment Analysis and Opinion Mining #Topic Modeling
  122. Toward Generalizable Evaluation in the LLM Era: A Survey Beyond Benchmarks
    2025/04/26 by Cao, Yixin, Hong, Shibo, Li, Xinze +24 · 8 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  123. GOODAT: Towards Test-time Graph Out-of-Distribution Detection
    2024/01/10 by Wang, Luzhi, He, Dongxiao, Zhang, He +5 · 3 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  124. Efficient Inference for Large Language Model-based Generative Recommendation
    2024/10/07 by Lin, Xinyu, Yang, Chaoqun, Wang, Wenjie +5 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  125. A Survey of Generative Search and Recommendation in the Era of Large Language Models
    2024/04/25 by Li, Yongqi, Lin, Xinyu, Wang, Wenjie +6 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  126. Contrastive Video Question Answering via Video Graph Transformer
    2023/02/27 by Junbin Xiao, Pan Zhou, Xiao, Junbin +11 · 2 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimedia (cs.MM) #Multimodal Machine Learning Applications
  127. Self-Calibrated Listwise Reranking with Large Language Models
    2024/11/07 by Ruiyang Ren, Ren, Ruiyang, Yuhao Wang +13 · 4 citations
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Text and Document Classification Technologies #Topic Modeling
  128. NextQuill: Causal Preference Modeling for Enhancing LLM Personalization
    2025/06/03 by Xiaoyan Zhao, Juntao You, Zhao, Xiaoyan +13 · 11 citations
    Business, Management and Accounting · Computer Science · #Business Process Modeling and Analysis #Semantic Web and Ontologies
  129. Fact :Teaching MLLMs with Faithful, Concise and Transferable Rationales
    2024/04/17 by Minghe Gao, Shuang Chen, Gao, Minghe +17 · 3 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques
  130. Reinforcing Video Reasoning with Focused Thinking
    2025/05/30 by Dang, Jisheng, Wu, Jingze, Wang, Teng +6 · 8 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  131. MacLaSa: Multi-Aspect Controllable Text Generation via Efficient Sampling from Compact Latent Space
    2023/05/22 by Ding, Hanxing, Pang, Liang, Wei, Zihao +3 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  132. DreamDPO: Aligning Text-to-3D Generation with Human Preferences via Direct Preference Optimization
    2025/02/05 by Zhenglin Zhou, Xiaobo Xia, Zhou, Zhenglin +9 · 7 citations
    Engineering · Computer Science · #Human Motion and Animation #Image Processing and 3D Reconstruction #3D Shape Modeling and Analysis
  133. Deep Conversational Recommender in Travel
    2019/06/25 by Lizi Liao, Ryuichi Takanobu, Liao, Lizi +9 · 4 citations
    Computer Science · #Topic Modeling #Speech and dialogue systems #Natural Language Processing Techniques
  134. Dysen-VDM: Empowering Dynamics-aware Text-to-Video Diffusion with LLMs
    2023/08/26 by Fei, Hao, Wu, Shengqiong, Ji, Wei +2 · 2 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  135. Information Screening whilst Exploiting! Multimodal Relation Extraction with Feature Denoising and Multimodal Topic Modeling
    2023/05/19 by Shengqiong Wu, Hao Fei, Wu, Shengqiong +7 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Text and Document Classification Technologies #Topic Modeling
  136. Revisiting Disentanglement and Fusion on Modality and Context in Conversational Multimodal Emotion Recognition
    2023/08/08 by Li, Bobo, Fei, Hao, Liao, Lizi +5 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  137. Towards Unified and Lossless Latent Space for 3D Molecular Latent Diffusion Modeling
    2025/03/19 by Luo, Yanchen, Liu, Zhiyuan, Zhao, Yi +6 · 5 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  138. Any2Caption:Interpreting Any Condition to Caption for Controllable Video Generation
    2025/03/31 by Shengqiong Wu, Wu, Shengqiong, Weicai Ye +18 · 6 citations
    Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Face recognition and analysis
  139. Improving Expressive Power of Spectral Graph Neural Networks with Eigenvalue Correction
    2024/01/28 by Lu, Kangkang, Yu, Yanhua, Fei, Hao +6 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
  140. Continual Multimodal Contrastive Learning
    2025/03/19 by Xiaohao Liu, Xiaobo Xia, Liu, Xiaohao +5 · 6 citations
    Psychology · #Communication in Education and Healthcare #FOS: Computer and information sciences #Machine Learning (cs.LG)
  141. LasUIE: Unifying Information Extraction with Latent Adaptive Structure-aware Generative Language Model
    2023/04/13 by Hao Fei, Fei, Hao, Shengqiong Wu +15 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Music and Audio Processing #Natural Language Processing Techniques #Topic Modeling
  142. Mining Unfollow Behavior in Large-Scale Online Social Networks via Spatial-Temporal Interaction
    2019/11/17 by Wu, Haozhe, Hu, Zhiyuan, Jia, Jia +3 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Social and Information Networks (cs.SI)
  143. Meta-Transfer Learning through Hard Tasks
    2019/10/07 by Sun, Qianru, Liu, Yaoyao, Chen, Zhaozheng +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  144. Heuristic Black-box Adversarial Attacks on Video Recognition Models
    2019/11/21 by Zhipeng Wei, Wei, Zhipeng, Jingjing Chen +11 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  145. AlphaSteer: Learning Refusal Steering with Principled Null-Space Constraint
    2025/06/08 by Leheng Sheng, Sheng, Leheng, C. P. Shen +15 · 7 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Network Security and Intrusion Detection #Advanced Malware Detection Techniques
  146. Concept -- An Evaluation Protocol on Conversational Recommender Systems with System-centric and User-centric Factors
    2024/04/04 by Huang, Chen, Qin, Peixin, Deng, Yang +3 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  147. Towards Modality Generalization: A Benchmark and Prospective Analysis
    2024/12/24 by Liu, Xiaohao, Xia, Xiaobo, Huang, Zhuo +2 · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  148. TAT-LLM: A Specialized Language Model for Discrete Reasoning over Tabular and Textual Data
    2024/01/24 by Zhu, Fengbin, Liu, Ziyang, Feng, Fuli +3 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  149. Learning to Ask Critical Questions for Assisting Product Search
    2024/03/05 by Zixuan Li, Li, Zixuan, Lizi Liao +3 · 2 citations
    Arts and Humanities · Computer Science · #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Library Collection Development and Digital Resources #Publishing and Scholarly Communication
  150. FACT-AUDIT: An Adaptive Multi-Agent Framework for Dynamic Fact-Checking Evaluation of Large Language Models
    2025/02/25 by Lin, Hongzhan, Deng, Yang, Gu, Yuxuan +4 · 5 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  151. Learning Goal-oriented Dialogue Policy with Opposite Agent Awareness
    2020/04/21 by Zhang, Zheng, Liao, Lizi, Zhu, Xiaoyan +4 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  152. TIGeR: Unifying Text-to-Image Generation and Retrieval with Large Multimodal Models
    2024/06/09 by Leigang Qu, Qu, Leigang, Haochuan Li +11 · 3 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Multimedia (cs.MM)
  153. LightPROF: A Lightweight Reasoning Framework for Large Language Model on Knowledge Graph
    2025/04/04 by Ao, Tu, Yu, Yanhua, Wang, Yuling +7 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  154. Zero-1-to-A: Zero-Shot One Image to Animatable Head Avatars Using Video Diffusion
    2025/03/20 by Zhou, Zhenglin, Ma, Fan, Fan, Hehe +1 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  155. Personalized Text Generation with Contrastive Activation Steering
    2025/03/07 by Jinghao Zhang, Zhang, Jinghao, Yuting Liu +11 · 4 citations
    Computer Science · #Artificial Intelligence in Games #Topic Modeling #Authorship Attribution and Profiling
  156. On Reasoning Strength Planning in Large Reasoning Models
    2025/06/10 by Leheng Sheng, Sheng, Leheng, An Zhang +13 · 6 citations
    Computer Science · #AI-based Problem Solving and Planning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  157. Why Do We Click: Visual Impression-aware News Recommendation
    2021/09/26 by Jiahao Xun, Xun, Jiahao, Shengyu Zhang +17 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimedia (cs.MM) #Multimodal Machine Learning Applications #Recommender Systems and Techniques
  158. RSafe: Incentivizing proactive reasoning to build robust and adaptive LLM safeguards
    2025/06/09 by Zheng, Jingnan, Ji, Xiangtian, Lu, Yijun +6 · 6 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  159. Causality-Enhanced Behavior Sequence Modeling in LLMs for Personalized Recommendation
    2024/10/30 by Yang Zhang, Juntao You, Zhang, Yang +11 · 3 citations
    Computer Science · Decision Sciences · #Topic Modeling #Advanced Text Analysis Techniques #Data Quality and Management
  160. Exploring Training and Inference Scaling Laws in Generative Retrieval
    2025/03/24 by Cai, Hongru, Li, Yongqi, Yuan, Ruifeng +4 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  161. An LMM for Efficient Video Understanding via Reinforced Compression of Video Cubes
    2025/04/21 by Qi, Ji, Yao, Yuan, Bai, Yushi +4 · 4 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  162. Deconfounding to Explanation Evaluation in Graph Neural Networks
    2022/01/21 by Wu, Ying-Xin, Wang, Xiang, Zhang, An +4 · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  163. The Emergence of Abstract Thought in Large Language Models Beyond Any Language
    2025/06/11 by Yuxin Chen, Chen, Yuxin, Yiran Zhao +17 · 5 citations
    Neuroscience · Computer Science · Medicine · #Neurobiology of Language and Bilingualism #Topic Modeling #Artificial Intelligence in Healthcare and Education
  164. Self-Improvement Towards Pareto Optimality: Mitigating Preference Conflicts in Multi-Objective Alignment
    2025/02/20 by Li, Moxin, Zhang, Yuantao, Wang, Wenjie +4 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  165. L-MTP: Leap Multi-Token Prediction Beyond Adjacent Context for Large Language Models
    2025/05/23 by Liu, Xiaohao, Xia, Xiaobo, Zhao, Weixiang +6 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  166. AdaSteer: Your Aligned LLM is Inherently an Adaptive Jailbreak Defender
    2025/04/13 by Weixiang Zhao, Zhao, Weixiang, Jiahe Guo +19 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #Digital and Cyber Forensics #FOS: Computer and information sciences
  167. Fine-Grained Scene Graph Generation with Data Transfer
    2022/03/22 by Zhang, Ao, Yao, Yuan, Chen, Qianyu +4 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  168. XNLP: An Interactive Demonstration System for Universal Structured NLP
    2023/08/03 by Fei, Hao, Zhang, Meishan, Zhang, Min +1 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  169. Beware of Your Po! Measuring and Mitigating AI Safety Risks in Role-Play Fine-Tuning of LLMs
    2025/02/28 by Zhao, Weixiang, Hu, Yulin, Deng, Yang +8 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  170. Differentiable Invariant Causal Discovery
    2022/05/31 by Wang, Yu, Zhang, An, Wang, Xiang +3 · 1 citation
    #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Methodology (stat.ME)
  171. ConReader: Exploring Implicit Relations in Contracts for Contract Clause Extraction
    2022/10/17 by Weiwen Xu, Yang Deng, Xu, Weiwen +9 · 1 citation
    Social Sciences · Economics, Econometrics and Finance · Computer Science · #Artificial Intelligence in Law #Law, Economics, and Judicial Systems #Law, AI, and Intellectual Property
  172. EARN: Efficient Inference Acceleration for LLM-based Generative Recommendation by Register Tokens
    2025/07/01 by Yang, Chaoqun, Lin, Xinyu, Wang, Wenjie +4 · 3 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  173. SCTc-TE: A Comprehensive Formulation and Benchmark for Temporal Event Forecasting
    2023/12/02 by Yunshan Ma, Chenchen Ye, Ma, Yunshan +11 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #H.3.0 #Information Retrieval (cs.IR) #Time Series Analysis and Forecasting
  174. Discriminative Probing and Tuning for Text-to-Image Generation
    2024/03/07 by Qu, Leigang, Wang, Wenjie, Li, Yongqi +3 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM)
  175. Gradient-Regulated Meta-Prompt Learning for Generalizable Vision-Language Models
    2023/03/12 by Juncheng Li, Minghe Gao, Li, Juncheng +17 · 1 citation
    Computer Science · Biochemistry, Genetics and Molecular Biology · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #Cancer-related molecular mechanisms research
  176. Doc2SoarGraph: Discrete Reasoning over Visually-Rich Table-Text Documents via Semantic-Oriented Hierarchical Graphs
    2023/05/03 by Zhu, Fengbin, Wang, Chao, Feng, Fuli +3 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  177. Prospect Personalized Recommendation on Large Language Model-based Agent Platform
    2024/02/28 by Jizhi Zhang, Keqin Bao, Zhang, Jizhi +13 · 1 citation
    Computer Science · #Advanced Computational Techniques and Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
  178. Computational Technologies for Fashion Recommendation: A Survey
    2023/06/06 by Ding, Yujuan, Lai, Zhihui, Mok, P. Y. +1 · 1 citation
    #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Multimedia (cs.MM)
  179. Robust Prompt Optimization for Large Language Models Against Distribution Shifts
    2023/05/23 by Moxin Li, Wenjie Wang, Li, Moxin +8 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
  180. Cross2StrA: Unpaired Cross-lingual Image Captioning with Cross-lingual Cross-modal Structure-pivoted Alignment
    2023/05/20 by Wu, Shengqiong, Fei, Hao, Ji, Wei +1 · 1 citation
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  181. MPO: Multilingual Safety Alignment via Reward Gap Optimization
    2025/05/22 by Zhao, Weixiang, Hu, Yulin, Deng, Yang +8 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  182. On Path to Multimodal Generalist: General-Level and General-Bench
    2025/05/07 by Fei Hao, Fei, Hao, Yuan Zhou +57 · 4 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Text Readability and Simplification #Topic Modeling
  183. Discovering Spatio-Temporal Rationales for Video Question Answering
    2023/07/22 by Yicong Li, Li, Yicong, Junbin Xiao +7 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
  184. Scene-Text Grounding for Text-Based Video Question Answering
    2024/09/22 by Sheng Zhou, Junbin Xiao, Zhou, Sheng +13 · 2 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling #Video Analysis and Summarization
  185. DRC: Enhancing Personalized Image Generation via Disentangled Representation Composition
    2025/04/24 by Xu, Yiyan, Zheng, Wuqiang, Wang, Wenjie +5 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  186. I3: Intent-Introspective Retrieval Conditioned on Instructions
    2023/08/19 by Kaihang Pan, Pan, Kaihang, Juncheng Li +14 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  187. Exploring the Impact of Personality Traits on Conversational Recommender Systems: A Simulation with Large Language Models
    2025/04/09 by Xiaoyan Zhao, Zhao, Xiaoyan, Yang Deng +13 · 3 citations
    Computer Science · #AI in Service Interactions #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Recommender Systems and Techniques #Topic Modeling
  188. A Study of Implicit Ranking Unfairness in Large Language Models
    2023/11/13 by Xu, Chen, Wang, Wenjie, Li, Yuxin +3 · 1 citation
    #FOS: Computer and information sciences #Information Retrieval (cs.IR)
  189. Benchmarking Multimodal CoT Reward Model Stepwise by Visual Program
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    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  190. Towards Goal-oriented Intelligent Tutoring Systems in Online Education
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    Computer Science · Psychology · #Intelligent Tutoring Systems and Adaptive Learning #Online Learning and Analytics #Educational Games and Gamification
  191. A Picture Is Worth a Graph: A Blueprint Debate Paradigm for Multimodal Reasoning
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    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multiagent Systems (cs.MA) #Multimedia (cs.MM)
  192. A Survey on Neural Question Generation: Methods, Applications, and Prospects
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    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  193. Distillation Enhanced Generative Retrieval
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    Computer Science · #Advanced Image and Video Retrieval Techniques #Algorithms and Data Compression #Image Retrieval and Classification Techniques
  194. Towards Comprehensive Post Safety Alignment of Large Language Models via Safety Patching
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    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  195. Principled Multimodal Representation Learning
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    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM)
  196. Constructing Holistic Spatio-Temporal Scene Graph for Video Semantic Role Labeling
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    Computer Science · #Multimodal Machine Learning Applications #Human Pose and Action Recognition #Machine Learning in Healthcare
  197. Co-Matching: Towards Human-Machine Collaborative Legal Case Matching
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    Business, Management and Accounting · Social Sciences · #Artificial Intelligence in Law #Dispute Resolution and Class Actions #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Information Retrieval (cs.IR)
  198. Universal Scene Graph Generation
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    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  199. A Comprehensive Evaluation of Large Language Models on Temporal Event Forecasting
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    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Sentiment Analysis and Opinion Mining #Topic Modeling
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    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM)
  201. Disentangling Masked Autoencoders for Unsupervised Domain Generalization
    2024/07/10 by Zhang, An, Wang, Han, Wang, Xiang +1 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  202. Show Me What and Where has Changed? Question Answering and Grounding for Remote Sensing Change Detection
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    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  203. SemCORE: A Semantic-Enhanced Generative Cross-Modal Retrieval Framework with MLLMs
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    Computer Science · #Multimodal Machine Learning Applications #Advanced Image and Video Retrieval Techniques #Image Retrieval and Classification Techniques
  204. Brownian Bridge Diffusion for Sequential Recommendation
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    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #H.3.3 #H.3.5 #Information Retrieval (cs.IR) #Recommender Systems and Techniques
  205. VINCIE: Unlocking In-context Image Editing from Video
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    Computer Science · #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications #Video Analysis and Summarization
  206. When Less Language is More: Language-Reasoning Disentanglement Makes LLMs Better Multilingual Reasoners
    2025/05/21 by Wenjie Zhao, Jiahe Guo, Zhao, Weixiang +21 · 2 citations
    Computer Science · #Law, AI, and Intellectual Property
  207. Length Controlled Generation for Black-box LLMs
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    Engineering · #Semiconductor Lasers and Optical Devices #Advancements in Photolithography Techniques #Iterative Learning Control Systems
  208. Fine-Grained Verifiers: Preference Modeling as Next-token Prediction in Vision-Language Alignment
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    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  209. PSVMA+: Exploring Multi-granularity Semantic-visual Adaption for Generalized Zero-shot Learning
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    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  210. Integrate Temporal Graph Learning into LLM-based Temporal Knowledge Graph Model
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    Computer Science · #Advanced Graph Neural Networks #Semantic Web and Ontologies #Graph Theory and Algorithms
  211. Tree-Augmented Cross-Modal Encoding for Complex-Query Video Retrieval
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    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  212. Exploring and Exploiting the Inherent Efficiency within Large Reasoning Models for Self-Guided Efficiency Enhancement
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    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  213. Optimizing Knowledge Integration in Retrieval-Augmented Generation with Self-Selection
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    Computer Science · #Speech and dialogue systems #Recommender Systems and Techniques #AI-based Problem Solving and Planning
  214. Reasoning-VLA: A Fast and General Vision-Language-Action Reasoning Model for Autonomous Driving
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    Computer Science · Engineering · #Advanced Neural Network Applications #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Robotics (cs.RO)
  215. Compose Your Aesthetics: Empowering Text-to-Image Models with the Principles of Art
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    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  216. STYLE: Improving Domain Transferability of Asking Clarification Questions in Large Language Model Powered Conversational Agents
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    Computer Science · #Topic Modeling #Expert finding and Q&A systems #Speech and dialogue systems
  217. MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering
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    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  218. Towards Temporal-Aware Multi-Modal Retrieval Augmented Generation in Finance
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    Computer Science · Decision Sciences · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Computational Finance (q-fin.CP) #FOS: Computer and information sciences #FOS: Economics and business #Multimedia (cs.MM) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
  219. Boosting Virtual Agent Learning and Reasoning: A Step-Wise, Multi-Dimensional, and Generalist Reward Model with Benchmark
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    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  220. Dual Semantic Knowledge Composed Multimodal Dialog Systems
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    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimedia (cs.MM) #Multimodal Machine Learning Applications #Speech and dialogue systems #Topic Modeling