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Liu, Ting

  1. Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
    2025/07/07 by Gheorghe Comanici, Eric Bieber, Comanici, Gheorghe +6844 · 8 voices · 1358 citations
    #cs.CL #cs.AI
  2. CodeBERT: A Pre-Trained Model for Programming and Natural Languages
    2020/02/19 by Zhangyin Feng, Feng, Zhangyin, Daya Guo +19 · 222 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Software Engineering Research
  3. Recent Advances in Convolutional Neural Networks
    2015/12/22 by Jiuxiang Gu, Gu, Jiuxiang, Zhenhua Wang +21 · 27 citations
    Computer Science · #Advanced Neural Network Applications #Human Pose and Action Recognition #Advanced Image and Video Retrieval Techniques
  4. Towards Complex Text-to-SQL in Cross-Domain Database with Intermediate Representation
    2019/05/20 by Jiaqi Guo, Guo, Jiaqi, Zecheng Zhan +11 · 23 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Web Data Mining and Analysis
  5. Navigate through Enigmatic Labyrinth A Survey of Chain of Thought Reasoning: Advances, Frontiers and Future
    2023/09/27 by Zheng Chu, Chu, Zheng, Jingchang Chen +16 · 27 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #IoT and Edge/Fog Computing
  6. Surrogate Gap Minimization Improves Sharpness-Aware Training
    2022/03/15 by Juntang Zhuang, Zhuang, Juntang, Boqing Gong +13 · 16 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Image Enhancement Techniques #Machine Learning (cs.LG) #Visual Attention and Saliency Detection
  7. Ensemble Learning for Heterogeneous Large Language Models with Deep Parallel Collaboration
    2024/04/19 by Yichong Huang, Huang, Yichong, Xiaocheng Feng +10 · 23 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  8. Accelerating Diffusion Transformers with Token-wise Feature Caching
    2024/10/05 by Chang Zou, Zou, Chang, Xuyang Liu +6 · 31 citations
    Computer Science · #Caching and Content Delivery #Advanced Data Storage Technologies #Stochastic Gradient Optimization Techniques
  9. Recall and Learn: Fine-tuning Deep Pretrained Language Models with Less Forgetting
    2020/04/27 by Sanyuan Chen, Chen, Sanyuan, Yutai Hou +9 · 12 citations
    Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
  10. Epsilon-VAE: Denoising as Visual Decoding
    2024/10/05 by Long Zhao, Zhao, Long, Sanghyun Woo +15 · 2 voices · 6 citations
    Computer Science · #Advanced Steganography and Watermarking Techniques #Computer Graphics and Visualization Techniques #Data Visualization and Analytics #cs.AI #cs.CV #eess.IV
  11. VideoPrism: A Foundational Visual Encoder for Video Understanding
    2024/02/20 by Zhao, Long, Gundavarapu, Nitesh B., Yuan, Liangzhe +16 · 20 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  12. HuaTuo: Tuning LLaMA Model with Chinese Medical Knowledge
    2023/04/14 by Haochun Wang, Wang, Haochun, Chi Liu +11 · 15 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  13. Panoptic-DeepLab: A Simple, Strong, and Fast Baseline for Bottom-Up Panoptic Segmentation
    2019/11/22 by Bowen Cheng, Cheng, Bowen, Maxwell D. Collins +11 · 10 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Video Surveillance and Tracking Methods
  14. Towards Conversational Recommendation over Multi-Type Dialogs
    2020/05/08 by Zeming Liu, Liu, Zeming, Haifeng Wang +9 · 8 citations
    Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Recommender Systems and Techniques
  15. MALUNet: A Multi-Attention and Light-weight UNet for Skin Lesion Segmentation
    2022/11/03 by Ruan, Jiacheng, Xiang, Suncheng, Xie, Mingye +2 · 10 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #electronic engineering #information engineering
  16. Harnessing the Power of Large Language Models for Empathetic Response Generation: Empirical Investigations and Improvements
    2023/10/08 by Qian, Yushan, Zhang, Wei-Nan, Liu, Ting · 12 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  17. A Survey on LLM-based Multi-Agent System: Recent Advances and New Frontiers in Application
    2024/12/23 by Chen, Shuaihang, Yuanxing Liu, Wei Han +6 · 22 citations
    Computer Science · #Multi-Agent Systems and Negotiation
  18. CLIP Models are Few-shot Learners: Empirical Studies on VQA and Visual\n Entailment
    2022/03/14 by Haoyu Song, Dong Li, Song, Haoyu +7 · 8 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #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
  19. Is ChatGPT a Good Causal Reasoner? A Comprehensive Evaluation
    2023/05/12 by Gao, Jinglong, Ding, Xiao, Qin, Bing +1 · 8 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  20. Effective LSTMs for Target-Dependent Sentiment Classification
    2015/12/03 by Tang, Duyu, Qin, Bing, Feng, Xiaocheng +1 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  21. EGE-UNet: an Efficient Group Enhanced UNet for skin lesion segmentation
    2023/07/17 by Jiacheng Ruan, Ruan, Jiacheng, Mingye Xie +7 · 7 citations
    Medicine · Computer Science · #Cutaneous Melanoma Detection and Management #AI in cancer detection #Nonmelanoma Skin Cancer Studies
  22. Multi-Stage Vision Token Dropping: Towards Efficient Multimodal Large Language Model
    2024/11/16 by Liu, Ting, Shi, Liangtao, Hong, Richang +3 · 13 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  23. The Hidden Life of Tokens: Reducing Hallucination of Large Vision-Language Models via Visual Information Steering
    2025/02/05 by Zhuowei Li, Li, Zhuowei, Haizhou Shi +17 · 14 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Data Visualization and Analytics #Digital Media Forensic Detection #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG)
  24. e-CARE: a New Dataset for Exploring Explainable Causal Reasoning
    2022/05/12 by Li Du, Du, Li, Xiao Ding +7 · 5 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Topic Modeling
  25. Few-shot Learning for Multi-label Intent Detection
    2020/10/11 by Yutai Hou, Yongkui Lai, Hou, Yutai +7 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Sentiment Analysis and Opinion Mining #Text and Document Classification Technologies #Web Data Mining and Analysis
  26. N-LTP: An Open-source Neural Language Technology Platform for Chinese
    2020/09/24 by Che, Wanxiang, Feng, Yunlong, Qin, Libo +1 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  27. Aspect Level Sentiment Classification with Deep Memory Network
    2016/05/28 by Tang, Duyu, Qin, Bing, Liu, Ting · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  28. Distilling Vision-Language Models on Millions of Videos
    2024/01/11 by Yue Zhao, Long Zhao, L. Zhao +22 · 1 voice · 2 citations
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  29. GL-GIN: Fast and Accurate Non-Autoregressive Model for Joint Multiple Intent Detection and Slot Filling
    2021/06/03 by Qin, Libo, Wei, Fuxuan, Xie, Tianbao +3 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  30. BDMMT: Backdoor Sample Detection for Language Models through Model Mutation Testing
    2023/01/25 by Jiali Wei, Wei, Jiali, Ming Fan +7 · 5 citations
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Hate Speech and Cyberbullying Detection #Topic Modeling
  31. Weakly Supervised Action Localization by Sparse Temporal Pooling Network
    2017/12/14 by Nguyen, Phuc, Liu, Ting, Prasad, Gautam +1 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  32. A Neural Multi-Task Learning Framework to Jointly Model Medical Named Entity Recognition and Normalization
    2018/12/14 by Sendong Zhao, Ting Liu, Zhao, Sendong +5 · 3 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Topic Modeling
  33. LLMs May Perform MCQA by Selecting the Least Incorrect Option
    2024/02/02 by Haochun Wang, Wang, Haochun, Sendong Zhao +8 · 6 citations
    Computer Science · #Expert finding and Q&A systems #Topic Modeling
  34. Deciphering the Impact of Pretraining Data on Large Language Models through Machine Unlearning
    2024/02/18 by Yang Zhao, Zhao, Yang, Li Du +13 · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
  35. A Co-Interactive Transformer for Joint Slot Filling and Intent Detection
    2020/10/08 by Qin, Libo, Liu, Tailu, Che, Wanxiang +3 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  36. BoB: BERT Over BERT for Training Persona-based Dialogue Models from Limited Personalized Data
    2021/06/11 by Song, Haoyu, Wang, Yan, Zhang, Kaiyan +2 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  37. A Stack-Propagation Framework with Token-Level Intent Detection for Spoken Language Understanding
    2019/09/05 by Libo Qin, Qin, Libo, Wanxiang Che +7 · 3 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  38. A Survey on Spoken Language Understanding: Recent Advances and New Frontiers
    2021/03/04 by Libo Qin, Qin, Libo, Tianbao Xie +5 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  39. Allocating Large Vocabulary Capacity for Cross-lingual Language Model Pre-training
    2021/09/15 by Bo Zheng, Zheng, Bo, Li Dong +12 · 3 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  40. 1-to-1 or 1-to-n? Investigating the effect of function inlining on binary similarity analysis
    2021/12/24 by Jia, Ang, Fan, Ming, Jin, Wuxia +6 · 3 citations
    #FOS: Computer and information sciences #Software Engineering (cs.SE)
  41. Multi-modal 3D Human Pose Estimation with 2D Weak Supervision in Autonomous Driving
    2021/12/22 by Zheng, Jingxiao, Shi, Xinwei, Gorban, Alexander +9 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  42. View-Invariant Probabilistic Embedding for Human Pose
    2019/12/02 by Jennifer J. Sun, Jiaping Zhao, Sun, Jennifer J. +9 · 3 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gait Recognition and Analysis #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
  43. Unsupervised Total Variation Loss for Semi-supervised Deep Learning of Semantic Segmentation
    2016/05/04 by Javanmardi, Mehran, Sajjadi, Mehdi, Liu, Ting +1 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  44. A Parse-Then-Place Approach for Generating Graphic Layouts from Textual Descriptions
    2023/08/24 by Lin, Jiawei, Guo, Jiaqi, Sun, Shizhao +4 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  45. Length Extrapolation of Transformers: A Survey from the Perspective of Positional Encoding
    2023/12/28 by Liang Zhao, Zhao, Liang, Feng, Xiachong +7 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Natural Language Processing Techniques #Speech and dialogue systems
  46. Through the Lens of Core Competency: Survey on Evaluation of Large Language Models
    2023/08/15 by Zhuang, Ziyu, Chen, Qiguang, Ma, Longxuan +7 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  47. Semantic Parsing with Syntax- and Table-Aware SQL Generation
    2018/04/23 by Sun, Yibo, Tang, Duyu, Duan, Nan +6 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  48. Sequence-to-Sequence Data Augmentation for Dialogue Language Understanding
    2018/07/04 by Hou, Yutai, Liu, Yijia, Che, Wanxiang +1 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  49. A General Framework for Content-enhanced Network Representation Learning
    2016/10/10 by Xiaofei Sun, Sun, Xiaofei, Jiang Guo +5 · 3 citations
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Topic Modeling #Complex Network Analysis Techniques
  50. Exploiting Persona Information for Diverse Generation of Conversational Responses
    2019/05/29 by Song, Haoyu, Zhang, Wei-Nan, Cui, Yiming +2 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  51. Table-to-Text Generation with Effective Hierarchical Encoder on Three Dimensions (Row, Column and Time)
    2019/09/05 by Heng Gong, Gong, Heng, Xiaocheng Feng +5 · 2 citations
    Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling #Video Analysis and Summarization
  52. Molweni: A Challenge Multiparty Dialogues-based Machine Reading\n Comprehension Dataset with Discourse Structure
    2020/04/10 by Jiaqi Li, Ming Liu, Li, Jiaqi +13 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  53. Unified Visual Relationship Detection with Vision and Language Models
    2023/03/16 by Zhao, Long, Yuan, Liangzhe, Gong, Boqing +5 · 3 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  54. How Does Selective Mechanism Improve Self-Attention Networks?
    2020/05/03 by Xinwei Geng, Longyue Wang, Geng, Xinwei +9 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Software Engineering Research #Topic Modeling
  55. Causal-Guided Active Learning for Debiasing Large Language Models
    2024/08/23 by Du, Li, Sun, Zhouhao, Ding, Xiao +5 · 5 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  56. Maximum-Entropy Adversarial Data Augmentation for Improved\n Generalization and Robustness
    2020/10/15 by L. Zhao, Zhao, Long, Ting Liu +5 · 2 citations
    Computer Science · Engineering · #Advanced Image Processing Techniques #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 #Image Processing Techniques and Applications #Image and Signal Denoising Methods #Machine Learning (cs.LG)
  57. Combining Self-Training and Self-Supervised Learning for Unsupervised Disfluency Detection
    2020/10/29 by Wang, Shaolei, Wang, Zhongyuan, Che, Wanxiang +1 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  58. SeqTrans: Automatic Vulnerability Fix via Sequence to Sequence Learning
    2020/10/21 by Chi, Jianlei, Qu, Yu, Liu, Ting +2 · 2 citations
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Software Engineering (cs.SE)
  59. Densely Connected Parameter-Efficient Tuning for Referring Image Segmentation
    2025/01/15 by Jiaqi Huang, Zunnan Xu, Huang, Jiaqi +11 · 7 citations
    Computer Science · Neuroscience · #Advanced Image and Video Retrieval Techniques #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques
  60. COMPOSER: Compositional Reasoning of Group Activity in Videos with Keypoint-Only Modality
    2021/12/11 by Zhou, Honglu, Kadav, Asim, Shamsian, Aviv +6 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  61. Sparse-Tuning: Adapting Vision Transformers with Efficient Fine-tuning and Inference
    2024/05/23 by Liu, Ting, Liu, Xuyang, Shi, Liangtao +6 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  62. Hybrid Global-Local Representation with Augmented Spatial Guidance for Zero-Shot Referring Image Segmentation
    2025/04/01 by Ting Liu, Siyuan Li, Liu, Ting +1 · 7 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications
  63. Rethinking Person Re-Identification via Semantic-Based Pretraining
    2021/10/11 by Xiang, Suncheng, Gao, Jingsheng, Zhang, Zirui +5 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  64. Strategic Chain-of-Thought: Guiding Accurate Reasoning in LLMs through Strategy Elicitation
    2024/09/05 by Yu Wang, Wang, Yu, Shiwan Zhao +14 · 4 citations
    Business, Management and Accounting · #Artificial Intelligence (cs.AI) #Big Data and Business Intelligence #Computation and Language (cs.CL) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
  65. VLRMBench: A Comprehensive and Challenging Benchmark for Vision-Language Reward Models
    2025/03/10 by Ruan, Jiacheng, Yuan, Wenzhen, Gao, Xian +6 · 6 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  66. Do as You Say: Consistency Detection of Data Practice in Program Code and Privacy Policy in Mini-App
    2023/02/27 by Yin Wang, Ming Fan, Wang, Yin +15 · 2 citations
    Computer Science · Engineering · Social Sciences · #Advanced Malware Detection Techniques #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Green IT and Sustainability #Privacy, Security, and Data Protection #Software Engineering (cs.SE)
  67. Lyapunov-Stable Deep Equilibrium Models
    2023/04/25 by Chu, Haoyu, Wei, Shikui, Liu, Ting +2 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  68. ReviewAgents: Bridging the Gap Between Human and AI-Generated Paper Reviews
    2025/03/11 by Jiacheng Ruan, Gao, Xian, Z. D. Zhang +8 · 5 citations
    Medicine · #Artificial Intelligence in Healthcare and Education
  69. Steering Prototypes with Prompt-tuning for Rehearsal-free Continual Learning
    2023/03/16 by Zhuowei Li, Li, Zhuowei, L. Zhao +11 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  70. Cross-Inlining Binary Function Similarity Detection
    2024/01/11 by Jia, Ang, Fan, Ming, Xu, Xi +3 · 2 citations
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Software Engineering (cs.SE)
  71. Beyond Direct Diagnosis: LLM-based Multi-Specialist Agent Consultation for Automatic Diagnosis
    2024/01/29 by Wang, Haochun, Zhao, Sendong, Qiang, Zewen +3 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  72. Devil in the Details: Towards Accurate Single and Multiple Human Parsing
    2018/09/17 by Ruan, Tao, Liu, Ting, Huang, Zilong +4 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  73. DeeperLab: Single-Shot Image Parser
    2019/02/13 by Yang, Tien-Ju, Collins, Maxwell D., Zhu, Yukun +6 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  74. Exploring Hybrid Question Answering via Program-based Prompting
    2024/02/16 by Qi Shi, Shi, Qi, Han Cui +9 · 2 citations
    Computer Science · #Topic Modeling #Speech and dialogue systems #Natural Language Processing Techniques
  75. Few-shot Slot Tagging with Collapsed Dependency Transfer and Label-enhanced Task-adaptive Projection Network
    2020/06/10 by Yutai Hou, Hou, Yutai, Wanxiang Che +11 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text and Document Classification Technologies #Topic Modeling
  76. M2IST: Multi-Modal Interactive Side-Tuning for Efficient Referring Expression Comprehension
    2024/07/01 by Xuyang Liu, Liu, Xuyang, Ting Liu +13 · 3 citations
    Computer Science · #Speech and dialogue systems #Topic Modeling #Natural Language Processing Techniques
  77. Draw Like an Artist: Complex Scene Generation with Diffusion Model via Composition, Painting, and Retouching
    2024/08/25 by Liu, Minghao, Zhang, Le, Tian, Yingjie +3 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  78. Taking A Closer Look at Synthesis: Fine-grained Attribute Analysis for Person Re-Identification
    2020/10/15 by Suncheng Xiang, Xiang, Suncheng, Yuzhuo Fu +5 · 1 citation
    Computer Science · Engineering · #Automated Road and Building Extraction #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Gait Recognition and Analysis #Video Surveillance and Tracking Methods
  79. Can We Trust Your Explanations? Sanity Checks for Interpreters in Android Malware Analysis
    2020/08/13 by Fan, Ming, Wei, Wenying, Xie, Xiaofei +3 · 1 citation
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Software Engineering (cs.SE)
  80. CausalBERT: Injecting Causal Knowledge Into Pre-trained Models with Minimal Supervision
    2021/07/21 by Li, Zhongyang, Ding, Xiao, Liao, Kuo +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  81. SAM-R1: Leveraging SAM for Reward Feedback in Multimodal Segmentation via Reinforcement Learning
    2025/05/28 by Jiaqi Huang, Huang, Jiaqi, Zunnan Xu +15 · 5 citations
    Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  82. Teaching Language Models to Evolve with Users: Dynamic Profile Modeling for Personalized Alignment
    2025/05/21 by Weixiang Zhao, Xingyu Sui, Zhao, Weixiang +15 · 5 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Speech and dialogue systems
  83. Learning View-Disentangled Human Pose Representation by Contrastive Cross-View Mutual Information Maximization
    2020/12/02 by Zhao, Long, Wang, Yuxiao, Zhao, Jiaping +7 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  84. Learning to Bridge Metric Spaces: Few-shot Joint Learning of Intent Detection and Slot Filling
    2021/05/25 by Hou, Yutai, Lai, Yongkui, Chen, Cheng +2 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  85. Language Model as an Annotator: Exploring DialoGPT for Dialogue Summarization
    2021/05/26 by Xiachong Feng, Xiaocheng Feng, Feng, Xiachong +7 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech and dialogue systems
  86. TextMastero: Mastering High-Quality Scene Text Editing in Diverse Languages and Styles
    2024/08/20 by Tong Wang, Wang, Tong, Xiaochao Qu +3 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Video Analysis and Summarization
  87. Consistency Regularization for Cross-Lingual Fine-Tuning
    2021/06/15 by Zheng, Bo, Dong, Li, Huang, Shaohan +7 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  88. Less is More: Learning from Synthetic Data with Fine-grained Attributes for Person Re-Identification
    2021/09/22 by Xiang, Suncheng, You, Guanjie, Guan, Mengyuan +4 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  89. Contextualized Spatio-Temporal Contrastive Learning with Self-Supervision
    2021/12/09 by Yuan, Liangzhe, Qian, Rui, Cui, Yin +5 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  90. MM-CamObj: A Comprehensive Multimodal Dataset for Camouflaged Object Scenarios
    2024/09/24 by Ruan, Jiacheng, Yuan, Wenzhen, Lin, Zehao +5 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  91. Hiding Data in Colors: Secure and Lossless Deep Image Steganography via Conditional Invertible Neural Networks
    2022/01/19 by Ren, Yanzhen, Liu, Ting, Zhai, Liming +1 · 1 citation
    #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
  92. AdaSteer: Your Aligned LLM is Inherently an Adaptive Jailbreak Defender
    2025/04/13 by Weixiang Zhao, Jiahe Guo, Zhao, Weixiang +19 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #Digital and Cyber Forensics #FOS: Computer and information sciences
  93. Chain of Strategy Optimization Makes Large Language Models Better Emotional Supporter
    2025/03/07 by Weixiang Zhao, Zhao, Weixiang, Xingyu Sui +19 · 3 citations
    Psychology · #Digital Mental Health Interventions #Mental Health via Writing
  94. CookBench: A Long-Horizon Embodied Planning Benchmark for Complex Cooking Scenarios
    2025/08/05 by Cai, Muzhen, Chen, Xiubo, An, Yining +5 · 6 citations
    #FOS: Computer and information sciences #Robotics (cs.RO)
  95. Open-Vocabulary 3D Semantic Segmentation with Text-to-Image Diffusion Models
    2024/07/18 by Xiaoyu Zhu, Hao Zhou, Zhu, Xiaoyu +15 · 2 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  96. 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
  97. Structured Video-Language Modeling with Temporal Grouping and Spatial Grounding
    2023/03/28 by Xiong, Yuanhao, Zhao, Long, Gong, Boqing +5 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  98. Trade-offs in Large Reasoning Models: An Empirical Analysis of Deliberative and Adaptive Reasoning over Foundational Capabilities
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    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  99. Self-Route: Automatic Mode Switching via Capability Estimation for Efficient Reasoning
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    Computer Science · #Fuzzy Logic and Control Systems
  100. SwimVG: Step-wise Multimodal Fusion and Adaption for Visual Grounding
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    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  101. From Hypothesis to Publication: A Comprehensive Survey of AI-Driven Research Support Systems
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    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  102. NoisywikiHow: A Benchmark for Learning with Real-world Noisy Labels in Natural Language Processing
    2023/05/18 by Wu, Tingting, Ding, Xiao, Tang, Minji +3 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  103. From Elements to Design: A Layered Approach for Automatic Graphic Design Composition
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    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  104. Monte Carlo Linear Clustering with Single-Point Supervision is Enough for Infrared Small Target Detection
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    Engineering · #Infrared Target Detection Methodologies #Thermography and Photoacoustic Techniques #Advanced Semiconductor Detectors and Materials
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    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  106. 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
  107. Learning from Semantic Alignment between Unpaired Multiviews for Egocentric Video Recognition
    2023/08/22 by Wang, Qitong, Zhao, Long, Yuan, Liangzhe +2 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  108. VideoGLUE: Video General Understanding Evaluation of Foundation Models
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    Computer Science · #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning
  109. PVUW 2024 Challenge on Complex Video Understanding: Methods and Results
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    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  110. Learning to Ask Unanswerable Questions for Machine Reading Comprehension
    2019/06/14 by Haichao Zhu, Zhu, Haichao, Li Dong +9 · 1 citation
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  111. GIST: Improving Parameter Efficient Fine Tuning via Knowledge Interaction
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    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  112. LAMM: Label Alignment for Multi-Modal Prompt Learning
    2023/12/13 by Gao, Jingsheng, Ruan, Jiacheng, Xiang, Suncheng +5 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  113. On the Opportunities of Green Computing: A Survey
    2023/11/01 by Y. Zhou, Xiujing Lin, Zhou, You +78 · 1 citation
    Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Green IT and Sustainability #Smart Cities and Technologies
  114. DAP: Domain-aware Prompt Learning for Vision-and-Language Navigation
    2023/11/29 by Ting Liu, Yue Hu, Liu, Ting +9 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  115. Beyond Similarity: A Gradient-based Graph Method for Instruction Tuning Data Selection
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    Computer Science · #Computation and Language (cs.CL) #Educational Technology and Assessment #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Online Learning and Analytics
  116. AS-ES Learning: Towards Efficient CoT Learning in Small Models
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    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  117. 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
  118. DARA: Domain- and Relation-aware Adapters Make Parameter-efficient Tuning for Visual Grounding
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    Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimedia (cs.MM) #Multimodal Machine Learning Applications
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    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning
  120. Deep Deformable Models: Learning 3D Shape Abstractions with Part Consistency
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    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  121. Lens: Rethinking Multilingual Enhancement for Large Language Models
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    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  122. When Less Language is More: Language-Reasoning Disentanglement Makes LLMs Better Multilingual Reasoners
    2025/05/21 by Wenjie Zhao, Zhao, Weixiang, Jiahe Guo +21 · 2 citations
    Computer Science · #Law, AI, and Intellectual Property
  123. MaPPER: Multimodal Prior-guided Parameter Efficient Tuning for Referring Expression Comprehension
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    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech Recognition and Synthesis #Speech and dialogue systems
  124. Injecting Word Information with Multi-Level Word Adapter for Chinese Spoken Language Understanding
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    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  125. Video Creation by Demonstration
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    Computer Science · Engineering · Economics, Econometrics and Finance · #Generative Adversarial Networks and Image Synthesis #Human Motion and Animation #Cinema and Media Studies
  126. 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
  127. Supervised Fine-Tuning Achieve Rapid Task Adaption Via Alternating Attention Head Activation Patterns
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    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  128. EIAD: Explainable Industrial Anomaly Detection Via Multi-Modal Large Language Models
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    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
  129. iTool: Reinforced Fine-Tuning with Dynamic Deficiency Calibration for Advanced Tool Use
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    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling
  130. Beyond Frameworks: Unpacking Collaboration Strategies in Multi-Agent Systems
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    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multiagent Systems (cs.MA)