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Lee, Chen-Yu

  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 · 1349 citations
    #cs.CL #cs.AI
  2. Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes
    2023/05/03 by Cheng-Yu Hsieh, Chun-Liang Li, Chunliang Li +18 · 5 voices · 107 citations
    Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.AI #cs.CL #cs.LG
  3. Reverse Thinking Makes LLMs Stronger Reasoners
    2024/11/29 by Justin Chih-Yao Chen, Chen, Justin Chih-Yao, Zifeng Wang +20 · 9 voices · 6 citations
    Computer Science · Social Sciences · #Law, AI, and Intellectual Property #Artificial Intelligence in Law
  4. Learning to Prompt for Continual Learning
    2021/12/16 by Zifeng Wang, Wang, Zifeng, Zizhao Zhang +17 · 103 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
  5. DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning
    2022/04/10 by Wang, Zifeng, Zhang, Zizhao, Ebrahimi, Sayna +8 · 72 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  6. Deeply-Supervised Nets
    2014/09/18 by Chen‐Yu Lee, Saining Xie, Lee, Chen-Yu +7 · 40 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 #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE)
  7. Chain-of-Table: Evolving Tables in the Reasoning Chain for Table Understanding
    2024/01/09 by Wang, Zilong, Zhang, Hao, Li, Chun-Liang +8 · 35 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  8. LMDX: Language Model-based Document Information Extraction and Localization
    2023/09/19 by Vincent Perot, Perot, Vincent, Kai Kang +21 · 2 voices · 6 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #cs.AI #cs.CL #cs.LG
  9. Tool Documentation Enables Zero-Shot Tool-Usage with Large Language Models
    2023/08/01 by Cheng-Yu Hsieh, Hsieh, Cheng-Yu, Si-An Chen +13 · 1 voice · 4 citations
    #cs.CL #cs.AI #cs.CV #cs.LG
  10. Pic2Word: Mapping Pictures to Words for Zero-shot Composed Image Retrieval
    2023/02/06 by Kuniaki Saito, Saito, Kuniaki, Kihyuk Sohn +11 · 15 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
  11. A Simple Semi-Supervised Learning Framework for Object Detection
    2020/05/10 by Kihyuk Sohn, Zizhao Zhang, Sohn, Kihyuk +9 · 14 citations
    Computer Science · #Advanced Neural Network Applications #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning
  12. Multimodal Prompting with Missing Modalities for Visual Recognition
    2023/03/06 by Yi-Lun Lee, Yi–Hsuan Tsai, Lee, Yi-Lun +5 · 12 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
  13. Learning to Branch for Multi-Task Learning
    2020/06/02 by Guo, Pengsheng, Lee, Chen-Yu, Ulbricht, Daniel · 8 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  14. Found in the Middle: Calibrating Positional Attention Bias Improves Long Context Utilization
    2024/06/23 by Cheng-Yu Hsieh, Hsieh, Cheng-Yu, Yung-Sung Chuang +18 · 16 citations
    Neuroscience · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural and Behavioral Psychology Studies
  15. TableRAG: Million-Token Table Understanding with Language Models
    2024/10/07 by Sian Chen, Chen, Si-An, Lesly Miculicich +17 · 15 citations
    Computer Science · Decision Sciences · #Handwritten Text Recognition Techniques #Natural Language Processing Techniques #Data Quality and Management
  16. Model Swarms: Collaborative Search to Adapt LLM Experts via Swarm Intelligence
    2024/10/15 by Shangbin Feng, Zifeng Wang, Feng, Shangbin +21 · 2 voices · 4 citations
    Computer Science · #Semantic Web and Ontologies #Data Mining Algorithms and Applications #Multi-Agent Systems and Negotiation
  17. RoomNet: End-to-End Room Layout Estimation
    2017/03/18 by Lee, Chen-Yu, Badrinarayanan, Vijay, Malisiewicz, Tomasz +1 · 4 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  18. Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting
    2024/07/11 by Wang, Zilong, Wang, Zifeng, Le, Long +9 · 10 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  19. Universal Model Routing for Efficient LLM Inference
    2025/02/12 by Wittawat Jitkrittum, Harikrishna Narasimhan, Jitkrittum, Wittawat +19 · 15 citations
    Computer Science · Engineering · #Algorithms and Data Compression #Advanced Data Compression Techniques #Power Systems and Technologies
  20. In Prospect and Retrospect: Reflective Memory Management for Long-term Personalized Dialogue Agents
    2025/03/11 by Tan, Zhen, Yan, Jun, Hsu, I-Hung +12 · 17 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  21. Deep Researcher with Test-Time Diffusion
    2025/07/21 by Rujun Han, Han, Rujun, Yanfei Chen +33 · 3 voices · 8 citations
    Computer Science · Engineering · #Image Processing Techniques and Applications #cs.CL
  22. Re-Invoke: Tool Invocation Rewriting for Zero-Shot Tool Retrieval
    2024/08/03 by Chen, Yanfei, Yoon, Jinsung, Sachan, Devendra Singh +5 · 9 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  23. CodecLM: Aligning Language Models with Tailored Synthetic Data
    2024/04/08 by Zifeng Wang, Chunliang Li, Wang, Zifeng +13 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
  24. Speculative Knowledge Distillation: Bridging the Teacher-Student Gap Through Interleaved Sampling
    2024/10/15 by Wei Xu, Xu, Wenda, Han, Rujun +16 · 9 citations
    Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Education and Critical Thinking Development #FOS: Computer and information sciences #Online and Blended Learning
  25. ReasoningBank: Scaling Agent Self-Evolving with Reasoning Memory
    2025/09/29 by Ouyang, Siru, Yan, Jun, Hsu, I-Hung +14 · 17 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  26. FormNet: Structural Encoding beyond Sequential Modeling in Form Document\n Information Extraction
    2022/03/16 by Chen-Yu Lee, Lee, Chen-Yu, Chunliang Li +17 · 4 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Image Processing and 3D Reconstruction #Machine Learning (cs.LG) #Natural Language Processing Techniques
  27. Magnet: Multi-turn Tool-use Data Synthesis and Distillation via Graph Translation
    2025/03/10 by Fan Yin, Yin, Fan, Zifeng Wang +21 · 11 citations
    Computer Science · #Graph Theory and Algorithms #Model-Driven Software Engineering Techniques #Semantic Web and Ontologies
  28. Sliced Wasserstein Discrepancy for Unsupervised Domain Adaptation
    2019/03/10 by Lee, Chen-Yu, Batra, Tanmay, Baig, Mohammad Haris +1 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  29. Heterogeneous Swarms: Jointly Optimizing Model Roles and Weights for Multi-LLM Systems
    2025/02/06 by Shangbin Feng, Feng, Shangbin, Zifeng Wang +20 · 2 voices · 5 citations
    Computer Science · Decision Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Simulation Techniques and Applications #cs.CL
  30. When One LLM Drools, Multi-LLM Collaboration Rules
    2025/02/06 by Feng, Shangbin, Ding, Wenxuan, Liu, Alisa +10 · 7 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  31. Self-supervise, Refine, Repeat: Improving Unsupervised Anomaly Detection
    2021/06/11 by Jinsung Yoon, Yoon, Jinsung, Kihyuk Sohn +9 · 2 citations
    Computer Science · Medicine · #Anomaly Detection Techniques and Applications #Data-Driven Disease Surveillance #FOS: Computer and information sciences #Influenza Virus Research Studies #Machine Learning (cs.LG)
  32. Scalable collective Lamb shift of a 1D superconducting qubit array in front of a mirror
    2019/05/12 by Lin, Kuan-Ting, Hsu, Ting, Lee, Chen-Yu +2 · 2 citations
    #FOS: Physical sciences #Quantum Physics (quant-ph)
  33. Anomaly Clustering: Grouping Images into Coherent Clusters of Anomaly Types
    2021/12/21 by Sohn, Kihyuk, Yoon, Jinsung, Li, Chun-Liang +2 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  34. Where is the answer? Investigating Positional Bias in Language Model Knowledge Extraction
    2024/02/16 by Kuniaki Saito, Saito, Kuniaki, Kihyuk Sohn +5 · 3 citations
    Computer Science · #Topic Modeling #Seismology and Earthquake Studies
  35. PlanGEN: A Multi-Agent Framework for Generating Planning and Reasoning Trajectories for Complex Problem Solving
    2025/02/22 by Parmar, Mihir, Liu, Xin, Goyal, Palash +11 · 6 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  36. Training Deeper Convolutional Networks with Deep Supervision
    2015/05/11 by Liwei Wang, Wang, Liwei, Chen‐Yu Lee +5 · 1 citation
    Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
  37. Generalizing Pooling Functions in Convolutional Neural Networks: Mixed, Gated, and Tree
    2015/09/30 by Lee, Chen-Yu, Gallagher, Patrick W., Tu, Zhuowen · 1 citation
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE)
  38. Recursive Recurrent Nets with Attention Modeling for OCR in the Wild
    2016/03/09 by Lee, Chen-Yu, Osindero, Simon · 1 citation
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  39. Budget-Aware Tool-Use Enables Effective Agent Scaling
    2025/11/21 by T. Liu, Zifeng Wang, Liu, Tengxiao +25 · 4 citations
    Computer Science · #Topic Modeling #Mobile Crowdsensing and Crowdsourcing #Natural Language Processing Techniques
  40. Prefix Conditioning Unifies Language and Label Supervision
    2022/06/02 by Kuniaki Saito, Saito, Kuniaki, Kihyuk Sohn +11 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  41. CaLM: Contrasting Large and Small Language Models to Verify Grounded Generation
    2024/06/08 by Hsu, I-Hung, Wang, Zifeng, Le, Long T. +4 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  42. FormNetV2: Multimodal Graph Contrastive Learning for Form Document Information Extraction
    2023/05/04 by Chen-Yu Lee, Chunliang Li, Lee, Chen-Yu +29 · 1 citation
    Computer Science · #Handwritten Text Recognition Techniques #Multimodal Machine Learning Applications #Topic Modeling