PPaperPicks

Wei Ye

Peking University, National Engineering Research Center for Software Engineering, Beijing, China

51 papers at tracked venues · 41 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-9331-4716 ↗Google Scholar ↗Homepage ↗

Venues

ACL ×14NeurIPS ×6AAAI ×5CVPR ×4EMNLP ×4ICLR ×3IJCAI ×3SIGIR ×3FSE ×2ICML ×2ACM MM ×1ASE ×1ICSME ×1ISSTA ×1NAACL ×1

Frequent coauthors

Shikun Zhang
×44
Yidong Wang
×15
Rui Xie
×9
Zhuohao Yu
×9
Xiaoling Zhou
×8
Zhengran Zeng
×8
Chaoya Jiang
×8
Zhemg Lee
×7
Bo Li
×6
Jindong Wang
×6
Haiyang Xu
×6
Ming Yan
×6

Papers

  1. ASKD: Reinforcement Learning-Style Knowledge Distillation with Quality-Adaptive Skewness
    AAAI 2026 ·
    Mingjie Zhang
    ,
    Xiaoling Zhou
    ,
    Yuxiao Luo
    ,
    Yiyu Liu
    ,
    Shikun Zhang
    , Wei Ye
  2. Beyond Semantic Relevance: Counterfactual Risk Minimization for Robust Retrieval-Augmented Generation
    SIGIR 2026 ·
    Peiyang Liu
    ,
    Qiang Yan
    ,
    Ziqiang Cui
    ,
    Di Liang
    ,
    Xi Wang
    , Wei Ye
  3. Chain of Evidence: Pixel-Level Visual Attribution for Iterative Retrieval-Augmented Generation
    SIGIR 2026 ·
    Peiyang Liu
    ,
    Ziqiang Cui
    ,
    Xi Wang
    ,
    Di Liang
    , Wei Ye
  4. Data Selection for Multi-turn Dialogue Instruction Tuning
    ACL 2026 ·
    Bo Li
    ,
    Shikun Zhang
    , Wei Ye
  5. Exp-SWE-Agent: A Memory-Enhanced Coding Agent for Sequential Issue Resolution
    FSE 2026 ·
    Yixin Li
    ,
    Zhengran Zeng
    ,
    Rui Xie
    , Wei Ye,
    Shikun Zhang
  6. Instruction Data Selection via Answer Divergence
    ACL 2026 ·
    Bo Li
    ,
    Mingda Wang
    ,
    Shikun Zhang
    , Wei Ye
  7. Joint Optimization of Training Data and Policy in RLHF
    ACL 2026 ·
    Zhuohao Yu
    ,
    Jiali Zeng
    ,
    Weizheng Gu
    ,
    Mengyuan Sun
    ,
    Yidong Wang
    ,
    Fandong Meng
    ,
    Jie Zhou
    ,
    Shikun Zhang
    , Wei Ye
  8. LeLoRA: Learnable Low-Rank Adaptation of Large Language Models
    ACL 2026 ·
    Xiaoling Zhou
    ,
    Mingjie Zhang
    ,
    Zhemg Lee
    , Wei Ye,
    Shikun Zhang
  9. Learning from Contrasts: Synthesizing Reasoning Paths from Diverse Search Trajectories
    ACL 2026 ·
    Peiyang Liu
    ,
    Zhirui Chen
    ,
    Xi Wang
    ,
    Di Liang
    ,
    Youru Li
    ,
    Zhi Cai
    , Wei Ye
  10. Modeling Uncertainty Trends for Timely Retrieval in Dynamic RAG
    AAAI 2026 ·
    Bo Li
    ,
    Tian Tian
    ,
    Zhenghua Xu
    ,
    Hao Cheng
    ,
    Shikun Zhang
    , Wei Ye
  11. NeuroSym-Cal: Bridging the Reasoning-Execution Gap in Code Generation via Hierarchical Calibration
    ACL 2026 ·
    Peiyang Liu
    ,
    Yining Wang
    ,
    Youru Li
    ,
    Long Li
    ,
    Zhi Cai
    , Wei Ye
  12. Rethinking the Sampling Criteria in Reinforcement Learning for LLM Reasoning: A Competence-Difficulty Alignment Perspective
    AAAI 2026 ·
    Deyang Kong
    ,
    Qi Guo
    ,
    Xiangyu Xi
    ,
    Wei Wang
    ,
    Jingang Wang
    ,
    Xunliang Cai
    ,
    Shikun Zhang
    , Wei Ye
  13. Retrieval as Generation: A Unified Framework with Self-Triggered Information Planning
    ACL 2026 ·
    Bo Li
    ,
    Mingda Wang
    ,
    Gexiang Fang
    ,
    Shikun Zhang
    , Wei Ye
  14. SWR-Bench: Assessing LLM Performance in Real-World Code Review Comment Generation
    FSE 2026 ·
    Zhengran Zeng
    ,
    Ruikai Shi
    ,
    Keke Han
    ,
    Yixin Li
    ,
    Kaicheng Sun
    ,
    Yidong Wang
    ,
    Zhuohao Yu
    ,
    Rui Xie
    , Wei Ye,
    Shikun Zhang
  15. Thinking Twice Makes Large Language Models Safer and More Helpful
    ACL 2026 ·
    Yutao Mou
    ,
    Yuxiao Luo
    ,
    Shikun Zhang
    , Wei Ye
  16. All-Optical Nonlinear Diffractive Deep Network for Ultrafast Image Denoising
    CVPR 2025 ·
    Xiaoling Zhou
    ,
    Zhemg Lee
    , Wei Ye,
    Rui Xie
    ,
    Wenbo Zhang
    ,
    Guanju Peng
    ,
    Zongze Li
    ,
    Shikun Zhang
  17. Boosting Resilience of Large Language Models through Causality-Driven Robust Optimization
    NeurIPS 2025 ·
    Xiaoling Zhou
    ,
    Mingjie Zhang
    ,
    Zhemg Lee
    ,
    Yuncheng Hua
    ,
    Chengli Xing
    , Wei Ye,
    Flora D. Salim
    ,
    Shikun Zhang
  18. Can You Really Trust Code Copilot? Evaluating Large Language Models from a Code Security Perspective
    ACL 2025 ·
    Yutao Mou
    ,
    Xiao Deng
    ,
    Yuxiao Luo
    ,
    Shikun Zhang
    , Wei Ye
  19. GETMusic: Generating Music Tracks with a Unified Representation and Diffusion Framework
    IJCAI 2025 ·
    Ang Lv
    ,
    Xu Tan
    ,
    Peiling Lu
    , Wei Ye,
    Shikun Zhang
    ,
    Jiang Bian
    ,
    Rui Yan
  20. HaDeMiF: Hallucination Detection and Mitigation in Large Language Models
    ICLR 2025 ·
    Xiaoling Zhou
    ,
    Mingjie Zhang
    ,
    Zhemg Lee
    , Wei Ye,
    Shikun Zhang
  21. MPL: Multiple Programming Languages with Large Language Models for Information Extraction
    ACL 2025 ·
    Bo Li
    ,
    Gexiang Fang
    , Wei Ye,
    Zhenghua Xu
    ,
    Jinglei Zhang
    ,
    Hao Cheng
    ,
    Shikun Zhang
  22. Queries Are Not Alone: Clustering Text Embeddings for Video Search
    SIGIR 2025 ·
    Peiyang Liu
    ,
    Xi Wang
    ,
    Ziqiang Cui
    , Wei Ye
  23. R3-Bench: Reproducible Real-world Reverse Engineering Dataset for Symbol Recovery
    ASE 2025 ·
    Muzhi Yu
    ,
    Zhengran Zeng
    , Wei Ye,
    Jinan Sun
    ,
    Xiaolong Bai
    ,
    Shikun Zhang
  24. Reasoning Through Execution: Unifying Process and Outcome Rewards for Code Generation
    ICML 2025 ·
    Zhuohao Yu
    ,
    Weizheng Gu
    ,
    Yidong Wang
    ,
    Xingru Jiang
    ,
    Zhengran Zeng
    ,
    Jindong Wang
    , Wei Ye,
    Shikun Zhang
  25. Robustness to Spurious Correlations via Dynamic Knowledge Transfer
    IJCAI 2025 ·
    Xiaoling Zhou
    , Wei Ye,
    Zhemg Lee
    ,
    Shikun Zhang
  26. SAEMark: Steering Personalized Multilingual LLM Watermarks with Sparse Autoencoders
    NeurIPS 2025 ·
    Zhuohao Yu
    ,
    Xingru Jiang
    ,
    Weizheng Gu
    ,
    Yidong Wang
    ,
    Qingsong Wen
    ,
    Shikun Zhang
    , Wei Ye
  27. SampleMix: A Sample-wise Pre-training Data Mixing Strategy by Coordinating Data Quality and Diversity
    EMNLP 2025 ·
    Xiangyu Xi
    ,
    Deyang Kong
    ,
    Jian Yang
    ,
    Jiawei Yang
    ,
    Zhengyu Chen
    ,
    Wei Wang
    ,
    Jingang Wang
    ,
    Xunliang Cai
    ,
    Shikun Zhang
    , Wei Ye
  28. Supportiveness-based Knowledge Rewriting for Retrieval-augmented Language Modeling
    NAACL 2025 ·
    Zile Qiao
    , Wei Ye,
    Yong Jiang
    ,
    Tong Mo
    ,
    Pengjun Xie
    ,
    Weiping Li
    ,
    Fei Huang
    ,
    Shikun Zhang
  29. SymDPO: Boosting In-Context Learning of Large Multimodal Models with Symbol Demonstration Direct Preference Optimization
    CVPR 2025 ·
    Hongrui Jia
    ,
    Chaoya Jiang
    ,
    Haiyang Xu
    , Wei Ye,
    Mengfan Dong
    ,
    Ming Yan
    ,
    Ji Zhang
    ,
    Fei Huang
    ,
    Shikun Zhang
  30. VLM-R³: Region Recognition, Reasoning, and Refinement for Enhanced Multimodal Chain-of-Thought
    NeurIPS 2025 ·
    Chaoya Jiang
    ,
    Yongrui Heng
    , Wei Ye,
    Haiyang Xu
    ,
    Ming Yan
    ,
    Ji Zhang
    ,
    Fei Huang
    ,
    Shikun Zhang
  31. AutoSurvey: Large Language Models Can Automatically Write Surveys
    NeurIPS 2024 ·
    Yidong Wang
    ,
    Qi Guo
    ,
    Wenjin Yao
    ,
    Hongbo Zhang
    ,
    Xin Zhang
    ,
    Zhen Wu
    ,
    Meishan Zhang
    ,
    Xinyu Dai
    ,
    Min Zhang
    ,
    Qingsong Wen
    , Wei Ye,
    Shikun Zhang
    ,
    Yue Zhang
  32. Boosting Model Resilience via Implicit Adversarial Data Augmentation
    IJCAI 2024 ·
    Xiaoling Zhou
    , Wei Ye,
    Zhemg Lee
    ,
    Rui Xie
    ,
    Shikun Zhang
  33. CoderUJB: An Executable and Unified Java Benchmark for Practical Programming Scenarios
    ISSTA 2024 ·
    Zhengran Zeng
    ,
    Yidong Wang
    ,
    Rui Xie
    , Wei Ye,
    Shikun Zhang
  34. Conv-Adapter: Exploring Parameter Efficient Transfer Learning for ConvNets
    CVPR 2024 ·
    Hao Chen
    ,
    Ran Tao
    ,
    Han Zhang
    ,
    Yidong Wang
    ,
    Xiang Li
    , Wei Ye,
    Jindong Wang
    ,
    Guosheng Hu
    ,
    Marios Savvides
  35. Enhancing In-Context Learning via Implicit Demonstration Augmentation
    ACL 2024 ·
    Xiaoling Zhou
    , Wei Ye,
    Yidong Wang
    ,
    Chaoya Jiang
    ,
    Zhemg Lee
    ,
    Rui Xie
    ,
    Shikun Zhang
  36. FreeEval: A Modular Framework for Trustworthy and Efficient Evaluation of Large Language Models
    EMNLP 2024 ·
    Zhuohao Yu
    ,
    Chang Gao
    ,
    Wenjin Yao
    ,
    Yidong Wang
    ,
    Zhengran Zeng
    , Wei Ye,
    Jindong Wang
    ,
    Yue Zhang
    ,
    Shikun Zhang
  37. Hal-Eval: A Universal and Fine-grained Hallucination Evaluation Framework for Large Vision Language Models
    ACM MM 2024 ·
    Chaoya Jiang
    ,
    Hongrui Jia
    ,
    Mengfan Dong
    , Wei Ye,
    Haiyang Xu
    ,
    Ming Yan
    ,
    Ji Zhang
    ,
    Shikun Zhang
  38. Hallucination Augmented Contrastive Learning for Multimodal Large Language Model
    CVPR 2024 ·
    Chaoya Jiang
    ,
    Haiyang Xu
    ,
    Mengfan Dong
    ,
    Jiaxing Chen
    , Wei Ye,
    Ming Yan
    ,
    Qinghao Ye
    ,
    Ji Zhang
    ,
    Fei Huang
    ,
    Shikun Zhang
  39. Improving Long-Tail Vulnerability Detection Through Data Augmentation Based on Large Language Models
    ICSME 2024 ·
    Xiao Deng
    ,
    Fuyao Duan
    ,
    Rui Xie
    , Wei Ye,
    Shikun Zhang
  40. KIEval: A Knowledge-grounded Interactive Evaluation Framework for Large Language Models
    ACL 2024 ·
    Zhuohao Yu
    ,
    Chang Gao
    ,
    Wenjin Yao
    ,
    Yidong Wang
    , Wei Ye,
    Jindong Wang
    ,
    Xing Xie
    ,
    Yue Zhang
    ,
    Shikun Zhang
  41. Labels Need Prompts Too: Mask Matching for Natural Language Understanding Tasks
    AAAI 2024 ·
    Bo Li
    , Wei Ye,
    Quansen Wang
    ,
    Wen Zhao
    ,
    Shikun Zhang
  42. MaVEn: An Effective Multi-granularity Hybrid Visual Encoding Framework for Multimodal Large Language Model
    NeurIPS 2024 ·
    Chaoya Jiang
    ,
    Hongrui Jia
    ,
    Haiyang Xu
    , Wei Ye,
    Mengfan Dong
    ,
    Ming Yan
    ,
    Ji Zhang
    ,
    Fei Huang
    ,
    Shikun Zhang
  43. NaturalSpeech 3: Zero-Shot Speech Synthesis with Factorized Codec and Diffusion Models
    ICML 2024 ·
    Zeqian Ju
    ,
    Yuancheng Wang
    ,
    Kai Shen
    ,
    Xu Tan
    ,
    Detai Xin
    ,
    Dongchao Yang
    ,
    Eric Liu
    ,
    Yichong Leng
    ,
    Kaitao Song
    ,
    Siliang Tang
    ,
    Zhizheng Wu
    ,
    Tao Qin
    ,
    Xiangyang Li
    , Wei Ye,
    Shikun Zhang
    ,
    Jiang Bian
    ,
    Lei He
    ,
    Jinyu Li
    ,
    Sheng Zhao
  44. PURE: Aligning LLM via Pluggable Query Reformulation for Enhanced Helpfulness
    EMNLP 2024 ·
    Wenjin Yao
    ,
    Yidong Wang
    ,
    Zhuohao Yu
    ,
    Rui Xie
    ,
    Shikun Zhang
    , Wei Ye
  45. PandaLM: An Automatic Evaluation Benchmark for LLM Instruction Tuning Optimization
    ICLR 2024 ·
    Yidong Wang
    ,
    Zhuohao Yu
    ,
    Wenjin Yao
    ,
    Zhengran Zeng
    ,
    Linyi Yang
    ,
    Cunxiang Wang
    ,
    Hao Chen
    ,
    Chaoya Jiang
    ,
    Rui Xie
    ,
    Jindong Wang
    ,
    Xing Xie
    , Wei Ye,
    Shikun Zhang
    ,
    Yue Zhang
  46. RAGLAB: A Modular and Research-Oriented Unified Framework for Retrieval-Augmented Generation
    EMNLP 2024 ·
    Xuanwang Zhang
    ,
    Yunze Song
    ,
    Yidong Wang
    ,
    Shuyun Tang
    ,
    Xinfeng Li
    ,
    Zhengran Zeng
    ,
    Zhen Wu
    , Wei Ye,
    Wenyuan Xu
    ,
    Yue Zhang
    ,
    Xinyu Dai
    ,
    Shikun Zhang
    ,
    Qingsong Wen
  47. Refining Corpora from a Model Calibration Perspective for Chinese Spelling Correction
    ACL 2024 ·
    Dingyao Yu
    ,
    Yang An
    , Wei Ye,
    Xiongfeng Xiao
    ,
    Shaoguang Mao
    ,
    Tao Ge
    ,
    Shikun Zhang
  48. SG-Bench: Evaluating LLM Safety Generalization Across Diverse Tasks and Prompt Types
    NeurIPS 2024 ·
    Yutao Mou
    ,
    Shikun Zhang
    , Wei Ye
  49. Supervised Knowledge Makes Large Language Models Better In-context Learners
    ICLR 2024 ·
    Linyi Yang
    ,
    Shuibai Zhang
    ,
    Zhuohao Yu
    ,
    Guangsheng Bao
    ,
    Yidong Wang
    ,
    Jindong Wang
    ,
    Ruochen Xu
    , Wei Ye,
    Xing Xie
    ,
    Weizhu Chen
    ,
    Yue Zhang
  50. TiMix: Text-Aware Image Mixing for Effective Vision-Language Pre-training
    AAAI 2024 ·
    Chaoya Jiang
    , Wei Ye,
    Haiyang Xu
    ,
    Qinghao Ye
    ,
    Ming Yan
    ,
    Ji Zhang
    ,
    Shikun Zhang
  51. What Makes a Good Order of Examples in In-Context Learning
    ACL 2024 ·
    Qi Guo
    ,
    Leiyu Wang
    ,
    Yidong Wang
    , Wei Ye,
    Shikun Zhang