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Yang, Hongxia

  1. CogView: Mastering Text-to-Image Generation via Transformers
    2021/05/26 by Ming Ding, Ding, Ming, Zhuoyi Yang +19 · 1 voice · 54 citations
    Computer Science · #Advanced Image Processing Techniques #Generative Adversarial Networks and Image Synthesis #Video Analysis and Summarization #cs.CV #cs.LG
  2. GraphMAE: Self-Supervised Masked Graph Autoencoders
    2022/05/22 by Zhenyu Hou, Xiao Liu, Hou, Zhenyu +11 · 46 citations
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG)
  3. OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning Framework
    2022/02/07 by Peng Wang, Wang, Peng, Yang An +17 · 34 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
  4. Controllable Multi-Interest Framework for Recommendation
    2020/05/19 by Yukuo Cen, Jianwei Zhang, Cen, Yukuo +9 · 24 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Advanced Graph Neural Networks #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Recommender Systems and Techniques
  5. M6-Rec: Generative Pretrained Language Models are Open-Ended Recommender Systems
    2022/05/17 by Zeyu Cui, Jianxin Ma, Cui, Zeyu +7 · 27 citations
    Computer Science · #Topic Modeling #Recommender Systems and Techniques #Machine Learning in Healthcare
  6. Exploring the Reasoning Abilities of Multimodal Large Language Models (MLLMs): A Comprehensive Survey on Emerging Trends in Multimodal Reasoning
    2024/01/10 by Yiqi Wang, Wentao Chen, Wang, Yiqi +17 · 31 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
  7. Modality Competition: What Makes Joint Training of Multi-modal Network Fail in Deep Learning? (Provably)
    2022/03/23 by Huang, Yu, Lin, Junyang, Zhou, Chang +2 · 18 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  8. Towards Knowledge-Based Recommender Dialog System
    2019/08/15 by Chen, Qibin, Lin, Junyang, Zhang, Yichang +4 · 12 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
  9. InfiAgent-DABench: Evaluating Agents on Data Analysis Tasks
    2024/01/10 by Hu, Xueyu, Zhao, Ziyu, Wei, Shuang +14 · 23 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  10. AliGraph: A Comprehensive Graph Neural Network Platform
    2019/02/23 by Rong Zhu, Zhu, Rong, Kun Zhao +13 · 8 citations
    Computer Science · #Advanced Graph Neural Networks #Distributed #FOS: Computer and information sciences #Graph Theory and Algorithms #Parallel #Recommender Systems and Techniques #and Cluster Computing (cs.DC)
  11. Let's reward step by step: Step-Level reward model as the Navigators for Reasoning
    2023/10/16 by Qianli Ma, Ma, Qianli, Haotian Zhou +11 · 13 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Software Engineering Research
  12. Learning Disentangled Representations for Recommendation
    2019/10/31 by Ma, Jianxin, Zhou, Chang, Cui, Peng +2 · 7 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  13. InfiGUI-R1: Advancing Multimodal GUI Agents from Reactive Actors to Deliberative Reasoners
    2025/04/19 by Liu, Yuhang, Li, Pengxiang, Xie, Congkai +5 · 39 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  14. Let Models Speak Ciphers: Multiagent Debate through Embeddings
    2023/10/10 by Pham, Chau, Liu, Boyi, Yang, Yingxiang +6 · 9 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  15. Reliable Adversarial Distillation with Unreliable Teachers
    2021/06/09 by Zhu, Jianing, Yao, Jiangchao, Han, Bo +6 · 6 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  16. LoraRetriever: Input-Aware LoRA Retrieval and Composition for Mixed Tasks in the Wild
    2024/02/15 by Ziyu Zhao, Leilei Gan, Zhao, Ziyu +11 · 10 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Context-Aware Activity Recognition Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Robotics and Automated Systems
  17. DreamClear: High-Capacity Real-World Image Restoration with Privacy-Safe Dataset Curation
    2024/10/24 by Ai, Yuang, Zhou, Xiaoqiang, Huang, Huaibo +4 · 14 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  18. InfiGUIAgent: A Multimodal Generalist GUI Agent with Native Reasoning and Reflection
    2025/01/08 by Yuhang Liu, Liu, Yuhang, Pengxiang Li +16 · 17 citations
    Computer Science · #Speech and dialogue systems #Natural Language Processing Techniques #Multi-Agent Systems and Negotiation
  19. Autoregressive Models in Vision: A Survey
    2024/11/08 by Jing Xiong, Gongye Liu, Xiong, Jing +37 · 12 citations
    Computer Science · Engineering · #Advanced Vision and Imaging #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Infrared Target Detection Methodologies
  20. Contrastive Learning for Debiased Candidate Generation in Large-Scale Recommender Systems
    2020/05/20 by Zhou, Chang, Ma, Jianxin, Zhang, Jianwei +2 · 4 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Social and Information Networks (cs.SI)
  21. FullStack Bench: Evaluating LLMs as Full Stack Coders
    2024/11/30 by Bytedance-Seed-Foundation-Code-Team, :, Cheng, Yao +63 · 10 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #FOS: Computer and information sciences #Library Science and Information Systems #Software Engineering (cs.SE)
  22. Quantization Meets Reasoning: Exploring LLM Low-Bit Quantization Degradation for Mathematical Reasoning
    2025/01/06 by Li, Zhen, Su, Yupeng, Yang, Runming +5 · 10 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  23. Single Stage Virtual Try-on via Deformable Attention Flows
    2022/07/19 by Bai, Shuai, Zhou, Huiling, Li, Zhikang +2 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  24. Device-Cloud Collaborative Learning for Recommendation
    2021/04/14 by Jiangchao Yao, Feng Wang, Yao, Jiangchao +9 · 4 citations
    Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG) #Privacy-Preserving Technologies in Data #Recommender Systems and Techniques
  25. Sparse-Interest Network for Sequential Recommendation
    2021/02/18 by Qiaoyu Tan, Tan, Qiaoyu, Jianwei Zhang +11 · 3 citations
    Computer Science · Decision Sciences · #Recommender Systems and Techniques #Advanced Graph Neural Networks #Advanced Bandit Algorithms Research
  26. Understanding Negative Sampling in Graph Representation Learning
    2020/05/20 by Yang, Zhen, Ding, Ming, Zhou, Chang +3 · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  27. Revisiting Multimodal Representation in Contrastive Learning: From Patch and Token Embeddings to Finite Discrete Tokens
    2023/03/27 by Yuxiao Chen, Chen, Yuxiao, Jianbo Yuan +13 · 4 citations
    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
  28. TCL: Transformer-based Dynamic Graph Modelling via Contrastive Learning
    2021/05/17 by Lu Wang, Xiaofu Chang, Wang, Lu +16 · 3 citations
    Computer Science · #Advanced Graph Neural Networks #Recommender Systems and Techniques #Topic Modeling
  29. KNAS: Green Neural Architecture Search
    2021/11/26 by Xu, Jingjing, Zhao, Liang, Lin, Junyang +3 · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  30. InfiBench: Evaluating the Question-Answering Capabilities of Code Large Language Models
    2024/03/11 by Li, Linyi, Geng, Shijie, Li, Zhenwen +7 · 5 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
  31. B-Coder: Value-Based Deep Reinforcement Learning for Program Synthesis
    2023/10/04 by Zishun Yu, Yunzhe Tao, Yu, Zishun +7 · 4 citations
    Computer Science · Engineering · #Computation and Language (cs.CL) #Embedded Systems Design Techniques #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #VLSI and FPGA Design Techniques
  32. Empowering Large Language Model Agents through Action Learning
    2024/02/24 by Zhao, Haiteng, Ma, Chang, Wang, Guoyin +5 · 4 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  33. Cognitive Graph for Multi-Hop Reading Comprehension at Scale
    2019/05/14 by Ming Ding, Chang Zhou, Ding, Ming +7 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  34. Learning to Hash with Graph Neural Networks for Recommender Systems
    2020/03/04 by Qiaoyu Tan, Tan, Qiaoyu, Ninghao Liu +9 · 4 citations
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Graph Neural Networks #Domain Adaptation and Few-Shot Learning
  35. InterBERT: Vision-and-Language Interaction for Multi-modal Pretraining
    2020/03/30 by Junyang Lin, Yang An, Lin, Junyang +9 · 2 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
  36. M6: A Chinese Multimodal Pretrainer
    2021/03/01 by Lin, Junyang, Men, Rui, Yang, An +22 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  37. Dynamic Memory based Attention Network for Sequential Recommendation
    2021/02/18 by Tan, Qiaoyu, Zhang, Jianwei, Liu, Ninghao +4 · 2 citations
    #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG)
  38. Edge-Cloud Polarization and Collaboration: A Comprehensive Survey for AI
    2021/11/11 by Yao, Jiangchao, Zhang, Shengyu, Yao, Yang +15 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  39. Two Stones Hit One Bird: Bilevel Positional Encoding for Better Length Extrapolation
    2024/01/29 by Zhenyu He, Guhao Feng, He, Zhenyu +15 · 3 citations
    Computer Science · #Advanced Data Compression Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Medical Image Segmentation Techniques
  40. Device-Cloud Collaborative Recommendation via Meta Controller
    2022/07/07 by Jiangchao Yao, Yao, Jiangchao, Feng Wang +11 · 2 citations
    Computer Science · #Recommender Systems and Techniques #IoT and Edge/Fog Computing #Machine Learning and ELM
  41. OS Agents: A Survey on MLLM-based Agents for General Computing Devices Use
    2025/08/06 by Hu, Xueyu, Xiong, Tao, Yi, Biao +26 · 16 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)
  42. LEMON: Lossless model expansion
    2023/10/12 by Wang, Yite, Su, Jiahao, Lu, Hanlin +6 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  43. Reason out Your Layout: Evoking the Layout Master from Large Language Models for Text-to-Image Synthesis
    2023/11/28 by Chen, Xiaohui, Liu, Yongfei, Yang, Yingxiang +4 · 2 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  44. Sequential Scenario-Specific Meta Learner for Online Recommendation
    2019/06/02 by Du, Zhengxiao, Wang, Xiaowei, Yang, Hongxia +2 · 1 citation
    #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  45. Benchmarking LLMs' Mathematical Reasoning with Unseen Random Variables Questions
    2025/01/20 by Zijin Hong, Hao Wu, Hong, Zijin +19 · 3 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  46. How Can LLM Guide RL? A Value-Based Approach
    2024/02/25 by Zhang, Shenao, Zheng, Sirui, Ke, Shuqi +6 · 2 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  47. Infi-MMR: Curriculum-based Unlocking Multimodal Reasoning via Phased Reinforcement Learning in Multimodal Small Language Models
    2025/05/29 by Zeyu Liu, Yuhang Liu, Liu, Zeyu +20 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Text Readability and Simplification #Topic Modeling
  48. Learning to Rehearse in Long Sequence Memorization
    2021/06/02 by Zhu Zhang, Chang Zhou, Zhang, Zhu +11 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
  49. CogDL: A Comprehensive Library for Graph Deep Learning
    2021/03/01 by Yukuo Cen, Cen, Yukuo, Zhenyu Hou +33 · 1 citation
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Recommender Systems and Techniques
  50. M6-10T: A Sharing-Delinking Paradigm for Efficient Multi-Trillion Parameter Pretraining
    2021/10/08 by Lin, Junyang, Yang, An, Bai, Jinze +9 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  51. Click-through Rate Prediction with Auto-Quantized Contrastive Learning
    2021/09/27 by Yujie Pan, Jiangchao Yao, Pan, Yujie +9 · 1 citation
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Caching and Content Delivery #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Recommender Systems and Techniques
  52. Instance-wise Prompt Tuning for Pretrained Language Models
    2022/06/04 by Yuezihan Jiang, Jiang, Yuezihan, Yang, Hao +14 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  53. Knowledge Distillation of Transformer-based Language Models Revisited
    2022/06/29 by Chengqiang Lu, Lu, Chengqiang, Jianwei Zhang +13 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
  54. ParallelComp: Parallel Long-Context Compressor for Length Extrapolation
    2025/02/20 by Xiong, Jing, Shen, Jianghan, Zheng, Chuanyang +7 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  55. Prompt Tuning for Generative Multimodal Pretrained Models
    2022/08/04 by Junyang Lin, Yang, Hao, Yang An +8 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  56. Unconstrained Model Merging for Enhanced LLM Reasoning
    2024/10/17 by Yiming Zhang, Zhang, Yiming, Baoyi He +26 · 2 citations
    Business, Management and Accounting · Computer Science · #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Semantic Web and Ontologies
  57. InfiGUI-G1: Advancing GUI Grounding with Adaptive Exploration Policy Optimization
    2025/08/07 by Yuhang Liu, Liu, Yuhang, Zeyu Liu +20 · 7 citations
    Computer Science · #Augmented Reality Applications #Context-Aware Activity Recognition Systems
  58. An Expert is Worth One Token: Synergizing Multiple Expert LLMs as Generalist via Expert Token Routing
    2024/03/25 by Chai, Ziwei, Wang, Guoyin, Su, Jing +8 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  59. Expedited Training of Visual Conditioned Language Generation via Redundancy Reduction
    2023/10/05 by Yiren Jian, Tingkai Liu, Jian, Yiren +7 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  60. Video-Teller: Enhancing Cross-Modal Generation with Fusion and Decoupling
    2023/10/08 by Haogeng Liu, Liu, Haogeng, Qihang Fan +13 · 1 citation
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  61. DavIR: Data Selection via Implicit Reward for Large Language Models
    2023/10/16 by Zhou, Haotian, Liu, Tingkai, Ma, Qianli +5 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  62. ViTAR: Vision Transformer with Any Resolution
    2024/03/27 by Qihang Fan, Quanzeng You, Fan, Qihang +13 · 1 citation
    Engineering · #CCD and CMOS Imaging Sensors #Image Processing Techniques and Applications #Infrared Target Detection Methodologies
  63. Cognitive Knowledge Graph Reasoning for One-shot Relational Learning
    2019/06/13 by Zhengxiao Du, Chang Zhou, Du, Zhengxiao +7 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Topic Modeling
  64. Visual Anchors Are Strong Information Aggregators For Multimodal Large Language Model
    2024/05/28 by Liu, Haogeng, You, Quanzeng, Han, Xiaotian +4 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  65. Learning Stackable and Skippable LEGO Bricks for Efficient, Reconfigurable, and Variable-Resolution Diffusion Modeling
    2023/10/10 by Zheng, Huangjie, Wang, Zhendong, Yuan, Jianbo +5 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  66. Law of Vision Representation in MLLMs
    2024/08/29 by Yang, Shijia, Zhai, Bohan, You, Quanzeng +3 · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  67. Retrieval-Augmented Mixture of LoRA Experts for Uploadable Machine Learning
    2024/06/24 by Zhao, Ziyu, Gan, Leilei, Wang, Guoyin +5 · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)