PPaperPicks

Bei Yu

Chinese University of Hong Kong, Department of Computer Science and Engineering, Hong Kong

34 papers at tracked venues · 30 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-6406-4810 ↗Google Scholar ↗Homepage ↗

Venues

NeurIPS ×7AAAI ×6CVPR ×4ICCV ×4ICML ×4ACL ×3EMNLP ×2ICLR ×1IJCAI ×1NAACL ×1SIGKDD ×1

Frequent coauthors

Jiaya Jia
×10
Haoyuan Wu
×6
Xiaojuan Qi
×5
Haisheng Zheng
×5
Zehua Pei
×4
Jingyao Li
×4
Zhuolun He
×4
Hui-Ling Zhen
×3
Lancheng Zou
×3
Mingxuan Yuan
×3
Sitong Wu
×3
Haoru Tan
×3

Papers

  1. Analytical FFN-to-MoE Restructuring via Activation Pattern Analysis
    ACL 2026 ·
    Zehua Pei
    ,
    Hui-Ling Zhen
    ,
    Lancheng Zou
    ,
    Xianzhi Yu
    ,
    Wulong Liu
    ,
    Sinno Jialin Pan
    ,
    Mingxuan Yuan
    , Bei Yu
  2. DiLA: Enhancing LLM Tool Learning with Differential Logic Layer
    SIGKDD 2026 ·
    Yu Zhang
    ,
    Hui-Ling Zhen
    ,
    Zehua Pei
    ,
    Yingzhao Lian
    ,
    Lihao Yin
    ,
    Mingxuan Yuan
    , Bei Yu
  3. KCLNet: Electrically Equivalence-Oriented Graph Representation Learning for Analog Circuits
    AAAI 2026 ·
    Peng Xu
    ,
    Yapeng Li
    ,
    Tinghuan Chen
    ,
    Tsung-Yi Ho
    , Bei Yu
  4. TRAC: Teacher-Guided Token Reward with Adaptive Calibration for Robust Policy Optimization
    ACL 2026 ·
    Sitong Wu
    ,
    Haoru Tan
    ,
    Xichen Zhang
    ,
    Bin Xia
    ,
    Wenhu Zhang
    ,
    Xiaojuan Qi
    , Bei Yu,
    Jiaya Jia
  5. Bridging Layout and RTL: Knowledge Distillation based Timing Prediction
    ICML 2025 ·
    Mingjun Wang
    ,
    Yihan Wen
    ,
    Bin Sun
    ,
    Jianan Mu
    ,
    Juan Li
    ,
    Xiaoyi Wang
    ,
    Jing Justin Ye
    , Bei Yu,
    Huawei Li
  6. Circuit Representation Learning with Masked Gate Modeling and Verilog-AIG Alignment
    ICLR 2025 ·
    Haoyuan Wu
    ,
    Haisheng Zheng
    ,
    Yuan Pu
    , Bei Yu
  7. DLoFT: Gradient-Decoupled Fine-Tuning for Generalizable Long Chain-of-Thought Reasoning
    NeurIPS 2025 ·
    Sitong Wu
    ,
    Haoru Tan
    ,
    Jingyao Li
    ,
    Shaofeng Zhang
    ,
    Xiaojuan Qi
    , Bei Yu,
    Jiaya Jia
  8. Divergent Thoughts toward One Goal: LLM-based Multi-Agent Collaboration System for Electronic Design Automation
    NAACL 2025 ·
    Haoyuan Wu
    ,
    Haisheng Zheng
    ,
    Zhuolun He
    , Bei Yu
  9. Does Your Vision-Language Model Get Lost in the Long Video Sampling Dilemma?
    ICCV 2025 ·
    Tianyuan Qu
    ,
    Longxiang Tang
    ,
    Bohao Peng
    ,
    Senqiao Yang
    , Bei Yu,
    Jiaya Jia
  10. DreamOmni: Unified Image Generation and Editing
    CVPR 2025 ·
    Bin Xia
    ,
    Yuechen Zhang
    ,
    Jingyao Li
    ,
    Chengyao Wang
    ,
    Yitong Wang
    ,
    Xinglong Wu
    , Bei Yu,
    Jiaya Jia
  11. Efficient OpAmp Adaptation for Zoom Attention to Golden Contexts
    ACL 2025 ·
    Haoyuan Wu
    ,
    Rui Ming
    ,
    Haisheng Zheng
    ,
    Zhuolun He
    , Bei Yu
  12. Enhancing LLM Knowledge Learning through Generalization
    EMNLP 2025 ·
    Mingkang Zhu
    ,
    Xi Chen
    ,
    Zhongdao Wang
    , Bei Yu,
    Hengshuang Zhao
    ,
    Jiaya Jia
  13. FlexPose: Pose Distribution Adaptation with Limited Guidance
    AAAI 2025 ·
    Zixiao Wang
    ,
    Junwu Weng
    ,
    Mengyuan Liu
    , Bei Yu
  14. Generative Video Propagation
    CVPR 2025 ·
    Shaoteng Liu
    ,
    Tianyu Wang
    ,
    Jui-Hsien Wang
    ,
    Qing Liu
    ,
    Zhifei Zhang
    ,
    Joon-Young Lee
    ,
    Yijun Li
    , Bei Yu,
    Zhe Lin
    ,
    Soo Ye Kim
    ,
    Jiaya Jia
  15. Intelligent OPC Engineer Assistant for Semiconductor Manufacturing
    AAAI 2025 ·
    Guojin Chen
    ,
    Haoyu Yang
    , Bei Yu,
    Haoxing Ren
  16. Learnable Feature Patches and Vectors for Boosting Low-Light Image Enhancement Without External Knowledge
    ICCV 2025 ·
    Xiaogang Xu
    ,
    Jiafei Wu
    ,
    Qingsen Yan
    ,
    Jiequan Cui
    ,
    Richang Hong
    , Bei Yu
  17. LithoSim: A Large, Holistic Lithography Simulation Benchmark for AI-Driven Semiconductor Manufacturing
    NeurIPS 2025 ·
    Hongquan He
    ,
    Zhen Wang
    ,
    Jingya Wang
    ,
    Tao Wu
    ,
    Xuming He
    , Bei Yu,
    Jingyi Yu
    ,
    Hao Geng
  18. Low-Light Video Enhancement via Spatial-Temporal Consistent Decomposition
    IJCAI 2025 ·
    Xiaogang Xu
    ,
    Kun Zhou
    ,
    Tao Hu
    ,
    Jiafei Wu
    ,
    Ruixing Wang
    ,
    Hao Peng
    , Bei Yu
  19. Mixture-of-Scores: Robust Image-Text Data Valuation via Three Lines of Code
    ICCV 2025 ·
    Sitong Wu
    ,
    Haoru Tan
    ,
    Yukang Chen
    ,
    Shaofeng Zhang
    ,
    Jingyao Li
    , Bei Yu,
    Xiaojuan Qi
    ,
    Jiaya Jia
  20. On the Distributed Evaluation of Generative Models
    ICCV 2025 ·
    Zixiao Wang
    ,
    Farzan Farnia
    ,
    Zhenghao Lin
    ,
    Yunheng Shen
    , Bei Yu
  21. On-Policy Optimization with Group Equivalent Preference for Multi-Programming Language Understanding
    NeurIPS 2025 ·
    Haoyuan Wu
    ,
    Rui Ming
    ,
    Jilong Gao
    ,
    Hangyu Zhao
    ,
    Xueyi Chen
    ,
    Yikai Yang
    ,
    Haisheng Zheng
    ,
    Zhuolun He
    , Bei Yu
  22. PermLLM: Learnable Channel Permutation for N: M Sparse Large Language Models
    NeurIPS 2025 ·
    Lancheng Zou
    ,
    Shuo Yin
    ,
    Zehua Pei
    ,
    Tsung-Yi Ho
    ,
    Farzan Farnia
    , Bei Yu
  23. TGDPO: Harnessing Token-Level Reward Guidance for Enhancing Direct Preference Optimization
    ICML 2025 ·
    Mingkang Zhu
    ,
    Xi Chen
    ,
    Zhongdao Wang
    , Bei Yu,
    Hengshuang Zhao
    ,
    Jiaya Jia
  24. VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning
    NeurIPS 2025 ·
    Senqiao Yang
    ,
    Junyi Li
    ,
    Xin Lai
    ,
    Jinming Wu
    ,
    Wei Li
    ,
    Zejun Ma
    , Bei Yu,
    Hengshuang Zhao
    ,
    Jiaya Jia
  25. VisionZip: Longer is Better but Not Necessary in Vision Language Models
    CVPR 2025 ·
    Senqiao Yang
    ,
    Yukang Chen
    ,
    Zhuotao Tian
    ,
    Chengyao Wang
    ,
    Jingyao Li
    , Bei Yu,
    Jiaya Jia
  26. BetterV: Controlled Verilog Generation with Discriminative Guidance
    ICML 2024 ·
    Zehua Pei
    ,
    Hui-Ling Zhen
    ,
    Mingxuan Yuan
    ,
    Yu Huang
    , Bei Yu
  27. BiE: Bi-Exponent Block Floating-Point for Large Language Models Quantization
    ICML 2024 ·
    Lancheng Zou
    ,
    Wenqian Zhao
    ,
    Shuo Yin
    ,
    Chen Bai
    ,
    Qi Sun
    , Bei Yu
  28. Classes Are Not Equal: An Empirical Study on Image Recognition Fairness
    CVPR 2024 ·
    Jiequan Cui
    ,
    Beier Zhu
    ,
    Xin Wen
    ,
    Xiaojuan Qi
    , Bei Yu,
    Hanwang Zhang
  29. Decoupled Kullback-Leibler Divergence Loss
    NeurIPS 2024 ·
    Jiequan Cui
    ,
    Zhuotao Tian
    ,
    Zhisheng Zhong
    ,
    Xiaojuan Qi
    , Bei Yu,
    Hanwang Zhang
  30. Improving Neural ODE Training with Temporal Adaptive Batch Normalization
    NeurIPS 2024 ·
    Su Zheng
    ,
    Zhengqi Gao
    ,
    Fan-Keng Sun
    ,
    Duane S. Boning
    , Bei Yu,
    Martin D. F. Wong
  31. Parameter-Efficient Sparsity Crafting from Dense to Mixture-of-Experts for Instruction Tuning on General Tasks
    EMNLP 2024 ·
    Haoyuan Wu
    ,
    Haisheng Zheng
    ,
    Zhuolun He
    , Bei Yu
  32. Progressively Knowledge Distillation via Re-parameterizing Diffusion Reverse Process
    AAAI 2024 ·
    Xufeng Yao
    ,
    Fanbin Lu
    ,
    Yuechen Zhang
    ,
    Xinyun Zhang
    ,
    Wenqian Zhao
    , Bei Yu
  33. Towards Automated RISC-V Microarchitecture Design with Reinforcement Learning
    AAAI 2024 ·
    Chen Bai
    ,
    Jianwang Zhai
    ,
    Yuzhe Ma
    , Bei Yu,
    Martin D. F. Wong
  34. p-Laplacian Adaptation for Generative Pre-trained Vision-Language Models
    AAAI 2024 ·
    Haoyuan Wu
    ,
    Xinyun Zhang
    ,
    Peng Xu
    ,
    Peiyu Liao
    ,
    Xufeng Yao
    , Bei Yu