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Shikun Zhang

50 papers at tracked venues · 40 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ACL ×13AAAI ×6NeurIPS ×6EMNLP ×4CVPR ×3IJCAI ×3USENIX Security ×3FSE ×2ICLR ×2ICML ×2ACM MM ×1ASE ×1ICSME ×1ISSTA ×1NAACL ×1S&P ×1

Frequent coauthors

Wei Ye
×44
Yidong Wang
×13
Rui Xie
×10
Xiaoling Zhou
×8
Zhengran Zeng
×8
Zhuohao Yu
×8
Chaoya Jiang
×8
Zhemg Lee
×7
Bo Li
×6
Haiyang Xu
×6
Ming Yan
×6
Ji Zhang
×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. Data Selection for Multi-turn Dialogue Instruction Tuning
    ACL 2026 ·
    Bo Li
    , Shikun Zhang,
    Wei Ye
  3. Exp-SWE-Agent: A Memory-Enhanced Coding Agent for Sequential Issue Resolution
    FSE 2026 ·
    Yixin Li
    ,
    Zhengran Zeng
    ,
    Rui Xie
    ,
    Wei Ye
    , Shikun Zhang
  4. Instruction Data Selection via Answer Divergence
    ACL 2026 ·
    Bo Li
    ,
    Mingda Wang
    , Shikun Zhang,
    Wei Ye
  5. 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
  6. L2-LoRA: Improving Low-Rank Adaptation with Layer-Specific Regularization
    AAAI 2026 ·
    Xiang Zhang
    ,
    Rui Xie
    , Shikun Zhang
  7. LeLoRA: Learnable Low-Rank Adaptation of Large Language Models
    ACL 2026 ·
    Xiaoling Zhou
    ,
    Mingjie Zhang
    ,
    Zhemg Lee
    ,
    Wei Ye
    , Shikun Zhang
  8. Modeling Uncertainty Trends for Timely Retrieval in Dynamic RAG
    AAAI 2026 ·
    Bo Li
    ,
    Tian Tian
    ,
    Zhenghua Xu
    ,
    Hao Cheng
    , Shikun Zhang,
    Wei Ye
  9. 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
  10. Retrieval as Generation: A Unified Framework with Self-Triggered Information Planning
    ACL 2026 ·
    Bo Li
    ,
    Mingda Wang
    ,
    Gexiang Fang
    , Shikun Zhang,
    Wei Ye
  11. 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
  12. Thinking Twice Makes Large Language Models Safer and More Helpful
    ACL 2026 ·
    Yutao Mou
    ,
    Yuxiao Luo
    , Shikun Zhang,
    Wei Ye
  13. ToolSafe: Enhancing Tool Invocation Safety of LLM-based agents via Proactive Step-level Guardrail and Feedback
    ACL 2026 ·
    Yutao Mou
    ,
    Zhangchi Xue
    ,
    Lijun Li
    ,
    Peiyang Liu
    , Shikun Zhang,
    Wei Ye
    ,
    Jing Shao
  14. 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
  15. 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
  16. 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
  17. Click Without Compromise: Online Advertising Measurement via Per User Differential Privacy
    S&P 2025 ·
    Yingtai Xiao
    ,
    Jian Du
    , Shikun Zhang,
    Wanrong Zhang
    ,
    Qian Yang
    ,
    Danfeng Zhang
    ,
    Daniel Kifer
  18. 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
  19. HaDeMiF: Hallucination Detection and Mitigation in Large Language Models
    ICLR 2025 ·
    Xiaoling Zhou
    ,
    Mingjie Zhang
    ,
    Zhemg Lee
    ,
    Wei Ye
    , Shikun Zhang
  20. 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
  21. 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
  22. 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
  23. Robustness to Spurious Correlations via Dynamic Knowledge Transfer
    IJCAI 2025 ·
    Xiaoling Zhou
    ,
    Wei Ye
    ,
    Zhemg Lee
    , Shikun Zhang
  24. 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
  25. 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
  26. 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
  27. 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
  28. 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
  29. 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
  30. Boosting Model Resilience via Implicit Adversarial Data Augmentation
    IJCAI 2024 ·
    Xiaoling Zhou
    ,
    Wei Ye
    ,
    Zhemg Lee
    ,
    Rui Xie
    , Shikun Zhang
  31. CoderUJB: An Executable and Unified Java Benchmark for Practical Programming Scenarios
    ISSTA 2024 ·
    Zhengran Zeng
    ,
    Yidong Wang
    ,
    Rui Xie
    ,
    Wei Ye
    , Shikun Zhang
  32. Enhancing In-Context Learning via Implicit Demonstration Augmentation
    ACL 2024 ·
    Xiaoling Zhou
    ,
    Wei Ye
    ,
    Yidong Wang
    ,
    Chaoya Jiang
    ,
    Zhemg Lee
    ,
    Rui Xie
    , Shikun Zhang
  33. Exploring Expandable-Grid Designs to Make iOS App Privacy Labels More Usable
    USENIX Security 2024 · Shikun Zhang,
    Lily Klucinec
    ,
    Kyerra Norton
    ,
    Norman Sadeh
    ,
    Lorrie Faith Cranor
  34. 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
  35. 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
  36. 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
  37. 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
  38. 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
  39. Labels Need Prompts Too: Mask Matching for Natural Language Understanding Tasks
    AAAI 2024 ·
    Bo Li
    ,
    Wei Ye
    ,
    Quansen Wang
    ,
    Wen Zhao
    , Shikun Zhang
  40. 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
  41. 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
  42. PURE: Aligning LLM via Pluggable Query Reformulation for Enhanced Helpfulness
    EMNLP 2024 ·
    Wenjin Yao
    ,
    Yidong Wang
    ,
    Zhuohao Yu
    ,
    Rui Xie
    , Shikun Zhang,
    Wei Ye
  43. 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
  44. 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
  45. 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
  46. SG-Bench: Evaluating LLM Safety Generalization Across Diverse Tasks and Prompt Types
    NeurIPS 2024 ·
    Yutao Mou
    , Shikun Zhang,
    Wei Ye
  47. 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
  48. Understanding How to Inform Blind and Low-Vision Users about Data Privacy through Privacy Question Answering Assistants
    USENIX Security 2024 ·
    Yuanyuan Feng
    ,
    Abhilasha Ravichander
    ,
    Yaxing Yao
    , Shikun Zhang,
    Rex Chen
    ,
    Shomir Wilson
    ,
    Norman Sadeh
  49. What Makes a Good Order of Examples in In-Context Learning
    ACL 2024 ·
    Qi Guo
    ,
    Leiyu Wang
    ,
    Yidong Wang
    ,
    Wei Ye
    , Shikun Zhang
  50. iHunter: Hunting Privacy Violations at Scale in the Software Supply Chain on iOS
    USENIX Security 2024 ·
    Dexin Liu
    ,
    Yue Xiao
    ,
    Chaoqi Zhang
    ,
    Kaitao Xie
    ,
    Xiaolong Bai
    , Shikun Zhang,
    Luyi Xing