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Wang, Yidong

  1. GLM-4.5: Agentic, Reasoning, and Coding (ARC) Foundation Models
    2025/08/08 by Team, GLM-4. 5 Team, 5 Team +357 · 21 voices · 131 citations
    Computer Science · #Cognitive Computing and Networks #Distributed and Parallel Computing Systems #Rough Sets and Fuzzy Logic #cs.CL
  2. A Survey on Evaluation of Large Language Models
    2023/07/06 by Yupeng Chang, Xu Wang, Chang, Yupeng +29 · 220 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  3. FlexMatch: Boosting Semi-Supervised Learning with Curriculum Pseudo Labeling
    2021/10/15 by Bowen Zhang, Zhang, Bowen, Yidong Wang +11 · 34 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 #Machine Learning (cs.LG) #Machine Learning and Data Classification
  4. PromptRobust: Towards Evaluating the Robustness of Large Language Models on Adversarial Prompts
    2023/06/07 by Kaijie Zhu, Zhu, Kaijie, Jindong Wang +19 · 38 citations
    Computer Science · #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  5. PandaLM: An Automatic Evaluation Benchmark for LLM Instruction Tuning Optimization
    2023/06/08 by Yidong Wang, Wang, Yidong, Zhuohao Yu +23 · 34 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  6. On the Robustness of ChatGPT: An Adversarial and Out-of-distribution Perspective
    2023/02/22 by Jindong Wang, Xixu Hu, Wang, Jindong +23 · 1 voice · 11 citations
    #cs.AI #cs.CL #cs.LG
  7. FreeMatch: Self-adaptive Thresholding for Semi-supervised Learning
    2022/05/15 by Yidong Wang, Hao Chen, Wang, Yidong +18 · 22 citations
    Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #Advanced Neural Network Applications #COVID-19 diagnosis using AI
  8. AutoSurvey: Large Language Models Can Automatically Write Surveys
    2024/06/10 by Yidong Wang, Wang, Yidong, Qi Guo +23 · 36 citations
    Computer Science · Decision Sciences · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational and Text Analysis Methods #Data Quality and Management #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Topic Modeling
  9. SoftMatch: Addressing the Quantity-Quality Trade-off in Semi-supervised Learning
    2023/01/26 by Chen, Hao, Tao, Ran, Fan, Yue +6 · 15 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  10. Survey on Factuality in Large Language Models: Knowledge, Retrieval and Domain-Specificity
    2023/10/11 by Cunxiang Wang, Wang, Cunxiang, Xiaoze Liu +28 · 16 citations
    Computer Science · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  11. Masked Autoencoders Are Effective Tokenizers for Diffusion Models
    2025/02/05 by Chen, Hao, Han, Yujin, Chen, Fangyi +7 · 26 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  12. On the Diversity of Synthetic Data and its Impact on Training Large Language Models
    2024/10/19 by Chen, Hao, Waheed, Abdul, Li, Xiang +4 · 17 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  13. USB: A Unified Semi-supervised Learning Benchmark for Classification
    2022/08/12 by Wang, Yidong, Chen, Hao, Fan, Yue +19 · 8 citations
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  14. A Survey on Evaluating Large Language Models in Code Generation Tasks
    2024/08/29 by Liguo Chen, Chen, Liguo, Qi Guo +21 · 15 citations
    Computer Science · #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering (cs.SE) #Software Engineering Research #Speech and dialogue systems
  15. Survey on Knowledge Distillation for Large Language Models: Methods, Evaluation, and Application
    2024/07/02 by Yang, Chuanpeng, Lu, Wang, Zhu, Yao +5 · 13 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  16. Evaluating Open-QA Evaluation
    2023/05/21 by Wang, Cunxiang, Cheng, Sirui, Guo, Qipeng +7 · 7 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  17. Conv-Adapter: Exploring Parameter Efficient Transfer Learning for ConvNets
    2022/08/15 by Hao Chen, Ran Tao, Chen, Hao +14 · 6 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 #Multimodal Machine Learning Applications #Speech Recognition and Synthesis
  18. GLUE-X: Evaluating Natural Language Understanding Models from an Out-of-distribution Generalization Perspective
    2022/11/15 by Yang, Linyi, Zhang, Shuibai, Qin, Libo +6 · 6 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Performance (cs.PF)
  19. Exploring Vision-Language Models for Imbalanced Learning
    2023/04/04 by Yidong Wang, Wang, Yidong, Zhuohao Yu +15 · 6 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using 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
  20. Apollo: A Lightweight Multilingual Medical LLM towards Democratizing Medical AI to 6B People
    2024/03/06 by Wang, Xidong, Chen, Nuo, Chen, Junyin +9 · 6 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  21. KIEval: A Knowledge-grounded Interactive Evaluation Framework for Large Language Models
    2024/02/23 by Zhuohao Yu, Yu, Zhuohao, Chang Gao +15 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  22. Visual Thoughts: A Unified Perspective of Understanding Multimodal Chain-of-Thought
    2025/05/21 by Zihui Cheng, Cheng, Zihui, Qiguang Chen +18 · 11 citations
    Psychology · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Language, Metaphor, and Cognition
  23. RewardAnything: Generalizable Principle-Following Reward Models
    2025/06/04 by Zhuohao Yu, Jiali Zeng, Yu, Zhuohao +17 · 9 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Topic Modeling
  24. FreeEval: A Modular Framework for Trustworthy and Efficient Evaluation of Large Language Models
    2024/04/09 by Yu, Zhuohao, Gao, Chang, Yao, Wenjin +6 · 3 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  25. Exploiting Adapters for Cross-lingual Low-resource Speech Recognition
    2021/05/18 by Wenxin Hou, Zhu Han, Hou, Wenxin +11 · 1 citation
    Computer Science · #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
  26. Margin Calibration for Long-Tailed Visual Recognition
    2021/12/14 by Yidong Wang, Bowen Zhang, Wang, Yidong +9 · 1 citation
    Computer Science · #Advanced Neural Network Applications #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) #Machine Learning and Data Classification
  27. Supervised Knowledge Makes Large Language Models Better In-context Learners
    2023/12/26 by Linyi Yang, Shuibai Zhang, Yang, Linyi +19 · 2 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  28. Reasoning Through Execution: Unifying Process and Outcome Rewards for Code Generation
    2024/12/19 by Zhuohao Yu, Weili Gu, Yu, Zhuohao +12 · 3 citations
    Business, Management and Accounting · Computer Science · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model-Driven Software Engineering Techniques #Software Engineering (cs.SE) #Software Engineering Techniques and Practices
  29. An Embarrassingly Simple Baseline for Imbalanced Semi-Supervised Learning
    2022/11/20 by Chen, Hao, Fan, Yue, Wang, Yidong +5 · 1 citation
    #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  30. Imprecise Label Learning: A Unified Framework for Learning with Various Imprecise Label Configurations
    2023/05/22 by Hao Chen, Chen, Hao, Ankit Shah +15 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Text and Document Classification Technologies
  31. CoderUJB: An Executable and Unified Java Benchmark for Practical Programming Scenarios
    2024/03/28 by Zeng, Zhengran, Wang, Yidong, Xie, Rui +2 · 2 citations
    #68N30 (Primary) 68T20 (Secondary) #D.2.0 #FOS: Computer and information sciences #Software Engineering (cs.SE)
  32. A General Framework for Learning from Weak Supervision
    2024/02/02 by Hao Chen, Jindong Wang, Chen, Hao +15 · 1 citation
    Psychology · #Counseling, Therapy, and Family Dynamics #Counseling Practices and Supervision #Psychology, Coaching, and Therapy
  33. RAGLAB: A Modular and Research-Oriented Unified Framework for Retrieval-Augmented Generation
    2024/08/21 by Zhang, Xuanwang, Song, Yunze, Wang, Yidong +10 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  34. Enhancing In-Context Learning via Implicit Demonstration Augmentation
    2024/06/27 by Xiaoling Zhou, Ye Wei, Zhou, Xiaoling +11 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #I.2.7 #Machine Learning (cs.LG)
  35. ISC4DGF: Enhancing Directed Grey-box Fuzzing with LLM-Driven Initial Seed Corpus Generation
    2024/09/22 by Yijiang Xu, Xu, Yijiang, Hongrui Jia +19 · 1 citation
    Computer Science · #Natural Language Processing Techniques