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Yiming Yang

  1. XLNet: Generalized Autoregressive Pretraining for Language Understanding
    2019/06/19 by Zhilin Yang, Yang, Zhilin, Zihang Dai +9 · 1 voice · 184 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  2. Self-Refine: Iterative Refinement with Self-Feedback
    2023/03/30 by Aman Madaan, Niket Tandon, Madaan, Aman +29 · 1 voice · 564 citations
    Computer Science · #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling #cs.AI #cs.CL #cs.LG
  3. DARTS: Differentiable Architecture Search
    2018/06/24 by Hanxiao Liu, Karen Simonyan, Liu, Hanxiao +3 · 257 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Immunology and Microbiology · #Machine Learning in Bioinformatics #Multimodal Machine Learning Applications #interferon and immune responses
  4. Language Models of Code are Few-Shot Commonsense Learners
    2022/10/13 by Aman Madaan, Shuyan Zhou, Madaan, Aman +7 · 3 voices · 8 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.CL #cs.LG
  5. Principle-Driven Self-Alignment of Language Models from Scratch with Minimal Human Supervision
    2023/05/04 by Zhiqing Sun, Sun, Zhiqing, Yikang Shen +13 · 2 voices · 20 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.CY #cs.LG
  6. RACE: Large-scale ReAding Comprehension Dataset From Examinations
    2017/04/15 by Guokun Lai, Lai, Guokun, Qizhe Xie +7 · 100 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  7. Aligning Large Multimodal Models with Factually Augmented RLHF
    2023/09/25 by Zhiqing Sun, Sun, Zhiqing, Sheng Shen +21 · 109 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 Readability and Simplification #Topic Modeling
  8. PAL: Program-aided Language Models
    2022/11/18 by Luyu Gao, Aman Madaan, Gao, Luyu +13 · 89 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques
  9. Inference Scaling Laws: An Empirical Analysis of Compute-Optimal Inference for Problem-Solving with Language Models
    2024/08/01 by Yangzhen Wu, Zhiqing Sun, Wu, Yangzhen +7 · 1 voice · 96 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #cs.AI
  10. Active Retrieval Augmented Generation
    2023/05/11 by Zhengbao Jiang, Jiang, Zhengbao, Frank F. Xu +15 · 71 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Multimodal Machine Learning Applications
  11. MobileBERT: a Compact Task-Agnostic BERT for Resource-Limited Devices
    2020/04/06 by Zhiqing Sun, Sun, Zhiqing, Hongkun Yu +9 · 34 citations
    Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  12. MMD GAN: Towards Deeper Understanding of Moment Matching Network
    2017/05/24 by Chunliang Li, Wei-Cheng Chang, Li, Chun-Liang +7 · 25 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Music and Audio Processing
  13. DIMES: A Differentiable Meta Solver for Combinatorial Optimization Problems
    2022/10/08 by Ruizhong Qiu, Qiu, Ruizhong, Zhiqing Sun +3 · 16 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning and Data Classification #Optimization and Control (math.OC) #Vehicle Routing Optimization Methods
  14. Improve Vision Language Model Chain-of-thought Reasoning
    2024/10/21 by Ruohong Zhang, Zhang, Ruohong, Bowen Zhang +15 · 30 citations
    Computer Science · #Semantic Web and Ontologies
  15. Policy Representation via Diffusion Probability Model for Reinforcement Learning
    2023/05/22 by Long Yang, Zhixiong Huang, Yang, Long +15 · 16 citations
    Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics
  16. Funnel-Transformer: Filtering out Sequential Redundancy for Efficient Language Processing
    2020/06/05 by Zihang Dai, Guokun Lai, Dai, Zihang +5 · 9 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
  17. AutoMix: Automatically Mixing Language Models
    2023/10/19 by Pranjal Aggarwal, Aman Madaan, Aggarwal, Pranjal +23 · 11 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Explainable Artificial Intelligence (XAI)
  18. Easy-to-Hard Generalization: Scalable Alignment Beyond Human Supervision
    2024/03/14 by Zhiqing Sun, Longhui Yu, Sun, Zhiqing +11 · 12 citations
    Computer Science · #Image Retrieval and Classification Techniques
  19. Pre-training Tasks for Embedding-based Large-scale Retrieval
    2020/02/10 by Wei-Cheng Chang, Chang, Wei-Cheng, Felix X. Yu +7 · 6 citations
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Topic Modeling
  20. Analogical Inference for Multi-Relational Embeddings
    2017/05/06 by Hanxiao Liu, Liu, Hanxiao, Yuexin Wu +3 · 5 citations
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Bayesian Modeling and Causal Inference #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
  21. Functional Interpolation for Relative Positions Improves Long Context Transformers
    2023/10/06 by Shanda Li, Li, Shanda, Chong You +17 · 7 citations
    Computer Science · #Topic Modeling #Natural Language Processing Techniques #Speech Recognition and Synthesis
  22. Few-shot Personalization of LLMs with Mis-aligned Responses
    2024/06/26 by Jae-Hyung Kim, Yiming Yang, Kim, Jaehyung +1 · 9 citations
    Computer Science · #Natural Language Processing Techniques
  23. HaluEval-Wild: Evaluating Hallucinations of Language Models in the Wild
    2024/03/07 by Zhiying Zhu, Zhu, Zhiying, Yiming Yang +3 · 7 citations
    Computer Science · Psychology · Social Sciences · #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Machine Learning in Healthcare #Mental Health via Writing
  24. Electromagnetically Reconfigurable Fluid Antenna System for Wireless Communications: Design, Modeling, Algorithm, Fabrication, and Experiment
    2025/02/27 by Ruiqi Wang, Pinjun Zheng, Wang, Ruiqi +13 · 12 citations
    Engineering · #Antenna Design and Analysis #Energy Harvesting in Wireless Networks #FOS: Electrical engineering #Signal Processing (eess.SP) #Systems and Control (eess.SY) #electronic engineering #information engineering
  25. On the Sentence Embeddings from Pre-trained Language Models
    2020/11/02 by Bohan Li, Li, Bohan, Hao Zhou +9 · 6 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  26. Optimizing Temperature for Language Models with Multi-Sample Inference
    2025/02/07 by Weihua Du, Yiming Yang, Du, Weihua +3 · 9 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling
  27. Improving Retrieval-Augmented Generation through Multi-Agent Reinforcement Learning
    2025/01/25 by Yiqun Chen, Chen, Yiqun, Lingyong Yan +15 · 10 citations
    Computer Science · #AI in Service Interactions #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Recommender Systems and Techniques
  28. In-Context Principle Learning from Mistakes
    2024/02/08 by Tianjun Zhang, Zhang, Tianjun, Aman Madaan +13 · 5 citations
    Decision Sciences · Engineering · Health Professions · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Occupational Health and Safety Research #Risk and Safety Analysis #Safety Systems Engineering in Autonomy
  29. VIOLIN: A Large-Scale Dataset for Video-and-Language Inference
    2020/03/25 by Jingzhou Liu, Wenhu Chen, Liu, Jingzhou +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 #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  30. CO-Bench: Benchmarking Language Model Agents in Algorithm Search for Combinatorial Optimization
    2025/04/06 by Weiwei Sun, Shengyu Feng, Sun, Weiwei +5 · 9 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Machine Learning and Data Classification #Multimodal Machine Learning Applications
  31. JAKET: Joint Pre-training of Knowledge Graph and Language Understanding
    2020/10/02 by Donghan Yu, Chenguang Zhu, Yu, Donghan +5 · 2 citations
    Computer Science · #Advanced Graph Neural Networks #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  32. Implicit Kernel Learning
    2019/02/26 by Chunliang Li, Wei-Cheng Chang, Li, Chun-Liang +7 · 3 citations
    Computer Science · Physics and Astronomy · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Music and Audio Processing
  33. Rethinking Transformer-based Set Prediction for Object Detection
    2020/11/21 by Zhiqing Sun, Sun, Zhiqing, Shengcao Cao +5 · 2 citations
    Computer Science · Neuroscience · #Advanced Neural Network Applications #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Video Surveillance and Tracking Methods
  34. Self-Imagine: Effective Unimodal Reasoning with Multimodal Models using Self-Imagination
    2024/01/16 by Syeda Nahida Akter, Akter, Syeda Nahida, Aman Madaan +7 · 3 citations
    Computer Science · #Multimodal Machine Learning Applications #Topic Modeling
  35. Scaling Long-Horizon LLM Agent via Context-Folding
    2025/10/13 by Weiwei Sun, Sun, Weiwei, Miao Lu +10 · 10 citations
    Computer Science · Decision Sciences · Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Modular Robots and Swarm Intelligence #Scientific Computing and Data Management #Software Testing and Debugging Techniques
  36. FrontierCO: Real-World and Large-Scale Evaluation of Machine Learning Solvers for Combinatorial Optimization
    2025/05/22 by Shengyu Feng, Feng, Shengyu, Weiwei Sun +7 · 2 voices · 3 citations
    Computer Science · Engineering · #Constraint Satisfaction and Optimization #Vehicle Routing Optimization Methods #Graph Theory and Algorithms
  37. An EM Approach to Non-autoregressive Conditional Sequence Generation
    2020/06/29 by Zhiqing Sun, Sun, Zhiqing, Yiming Yang +1 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification #Natural Language Processing Techniques #Speech Recognition and Synthesis
  38. Topo2Seq: Enhanced Topology Reasoning via Topology Sequence Learning
    2025/02/13 by Yiming Yang, Yang, Yiming, Yueru Luo +13 · 4 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Educational Technology and Assessment #FOS: Computer and information sciences #Web Applications and Data Management
  39. Improving Hyper-Relational Knowledge Graph Completion
    2021/04/16 by Donghan Yu, Yu, Donghan, Yiming Yang +1 · 2 citations
    Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Topic Modeling #Data Quality and Management
  40. Learning to Correct for QA Reasoning with Black-box LLMs
    2024/06/26 by Jaehyung Kim, Kim, Jaehyung, Dongyoung Kim +3 · 2 citations
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques
  41. Learning Depthwise Separable Graph Convolution from Data Manifold
    2017/10/31 by Guokun Lai, Lai, Guokun, Hanxiao Liu +3 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
  42. SORREL: Suboptimal-Demonstration-Guided Reinforcement Learning for Learning to Branch
    2024/12/20 by Shengyu Feng, Feng, Shengyu, Yiming Yang +1 · 2 citations
    Computer Science · #Reinforcement Learning in Robotics
  43. A Neural PDE Solver with Temporal Stencil Modeling
    2023/02/16 by Zhiqing Sun, Sun, Zhiqing, Yiming Yang +3 · 1 citation
    Physics and Astronomy · Computer Science · Earth and Planetary Sciences · #Model Reduction and Neural Networks #Generative Adversarial Networks and Image Synthesis #Meteorological Phenomena and Simulations
  44. Taming Pretrained Transformers for Extreme Multi-label Text Classification
    2019/05/07 by Wei-Cheng Chang, Chang, Wei-Cheng, Hsiang‐Fu Yu +7 · 2 citations
    Computer Science · #Text and Document Classification Technologies #Topic Modeling #Natural Language Processing Techniques
  45. Tensor-Var: Efficient Four-Dimensional Variational Data Assimilation
    2025/01/23 by Yiming Yang, Xiaoliang Cheng, Yang, Yiming +13 · 3 citations
    Computer Science · Earth and Planetary Sciences · #Computational Physics and Python Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Seismic Imaging and Inversion Techniques
  46. Do Large Language Models Think Like the Brain? Sentence-Level Evidences from Layer-Wise Embeddings and fMRI
    2025/05/28 by Lei Yu, Lei, Yu, X. Ge +7 · 4 citations
    Engineering · Neuroscience · Psychology · #Action Observation and Synchronization #Computation and Language (cs.CL) #FOS: Biological sciences #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Neurobiology of Language and Bilingualism #Neurons and Cognition (q-bio.NC)
  47. NTIRE 2025 Challenge on Cross-Domain Few-Shot Object Detection: Methods and Results
    2025/04/14 by Yuqian Fu, Fu, Yuqian, Xingyu Qiu +117 · 4 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Advanced X-ray and CT Imaging #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  48. Chaos Meets Attention: Transformers for Large-Scale Dynamical Prediction
    2025/04/29 by Yi Zhou He, Yiming Yang, He, Yi +10 · 2 citations
    Physics and Astronomy · Computer Science · #Quantum many-body systems #Neural Networks and Reservoir Computing #Quantum chaos and dynamical systems
  49. Geometry-Guided Representations for Coherent Lane and Traffic Topology Reasoning in Driving Scenes
    2025/06/16 by Yueru Luo, Luo, Yueru, Changqing Zhou +12 · 2 citations
    #cs.CV
  50. Learning Chaos In A Linear Way
    2025/03/18 by Xiaoliang Cheng, Yi Zhou He, Cheng, Xiaoyuan +12 · 3 citations
    Computer Science · #Chaotic Dynamics (nlin.CD) #Evolutionary Algorithms and Applications #FOS: Physical sciences
  51. Training Proactive and Personalized LLM Agents
    2025/11/04 by Weiwei Sun, Xuhui Zhou, Sun, Weiwei +13 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Software Engineering Research #Spreadsheets and End-User Computing
  52. When Robots Obey the Patch: Universal Transferable Patch Attacks on Vision-Language-Action Models
    2025/11/26 by Hui Lu, Y. Yu, Lu, Hui +13 · 1 citation
    Computer Science · Social Sciences · #Adversarial Robustness in Machine Learning #Multimodal Machine Learning Applications #Ethics and Social Impacts of AI
  53. VidLBEval: Benchmarking and Mitigating Language Bias in Video-Involved LVLMs
    2025/02/23 by Yiming Yang, Yang, Yiming, Yangyang Guo +5 · 1 citation
    Computer Science · Health Professions · #Text Readability and Simplification #Natural Language Processing Techniques #Interpreting and Communication in Healthcare
  54. Reasoning to Regulate: Chain-of-Thought for Traffic Rule Understanding
    2026/07/27 by Yueru Luo, Xu Yan, Changqing Zhou +5
    #cs.CV