PPaperPicks

Yue Yu

National University of Defense Technology, National Laboratory for Parallel and Distributed Processing, China

41 papers at tracked venues · 33 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-9865-2212 ↗Homepage ↗

Venues

ACL ×13EMNLP ×4ICLR ×4FSE ×3NeurIPS ×3ICML ×2SIGIR ×2AAAI ×1ACM MM ×1ASE ×1CIKM ×1CSCW ×1ECCV ×1ICCV ×1ICSE ×1MICCAI ×1WWW ×1

Frequent coauthors

Yuchen Zhuang
×9
Ran Xu
×8
Wenqi Shi
×7
Carl Yang
×7
Bin Liang
×6
Hui Wang
×6
Ruifeng Xu
×6
Joyce C. Ho
×5
Lin Gui
×5
Chao Zhang
×5
May Dongmei Wang
×5
Zhuo Zhang
×4

Papers

  1. Beyond Query Memorization: Large Language Model Routing with Query Decomposition and Historical Matching
    ACL 2026 ·
    Bo Lv
    ,
    Jingbo Sun
    ,
    Jianwei Lv
    ,
    Chen Tang
    ,
    Shaojie Zhang
    ,
    Nayu Liu
    ,
    Guoxin Yu
    ,
    Zihao Li
    ,
    Qichao Zhang
    ,
    Dongbin Zhao
    ,
    Ping Luo
    , Yue Yu
  2. Coding in a Bubble? Evaluating LLMs in Resolving Context Adaptation Bugs during Code Adaptation
    FSE 2026 ·
    Tanghaoran Zhang
    ,
    Xinjun Mao
    ,
    Shangwen Wang
    ,
    Yuxin Zhao
    ,
    Yao Lu
    ,
    Zezhou Tang
    ,
    Wenyu Xu
    ,
    Longfei Sun
    ,
    Changrong Xie
    ,
    Kang Yang
    , Yue Yu
  3. Dynamic Memory Forest: Constructing and Tracing Conversational Trajectories for Long-Term Conversation
    SIGIR 2026 ·
    Cai Ke
    ,
    Bin Liang
    ,
    Xin Liu
    , Yue Yu,
    Hui Wang
    ,
    Ruifeng Xu
  4. Fate: Fasss sEsdge Inference of Mixture-of-Experts Models via Cross-Layer Gate
    WWW 2026 ·
    Zhiyuan Fang
    ,
    Xingfan Yu
    ,
    Yuegui Huang
    ,
    Zicong Hong
    ,
    Yufeng Lyu
    ,
    Wuhui Chen
    , Yue Yu,
    Fan Yu
  5. RAG in the Wild: On the (In)effectiveness of LLMs with Mixture-of-Knowledge Retrieval Augmentation
    ACL 2026 ·
    Ran Xu
    ,
    Yuchen Zhuang
    , Yue Yu,
    Haoyu Wang
    ,
    Wenqi Shi
    ,
    Carl Yang
  6. AceSearcher: Bootstrapping Reasoning and Search for LLMs via Reinforced Self-Play
    NeurIPS 2025 ·
    Ran Xu
    ,
    Yuchen Zhuang
    ,
    Zihan Dong
    ,
    Ruiyu Wang
    , Yue Yu,
    Joyce C. Ho
    ,
    Linjun Zhang
    ,
    Haoyu Wang
    ,
    Wenqi Shi
    ,
    Carl Yang
  7. AdaptEval: A Benchmark for Evaluating Large Language Models on Code Snippet Adaptation
    ASE 2025 ·
    Tanghaoran Zhang
    ,
    Xinjun Mao
    ,
    Shangwen Wang
    ,
    Yuxin Zhao
    ,
    Yao Lu
    ,
    Jin Zhang
    ,
    Zhang Zhang
    ,
    Kang Yang
    , Yue Yu
  8. Are External Contributions Important to Project Productivity in Open Source Software? A Deep Insight based on Issue Entropy
    CSCW 2025 ·
    Yang Shen
    ,
    Tao Wang
    ,
    Xunhui Zhang
    ,
    Yang Zhang
    ,
    Cheng Yang
    , Yue Yu,
    Huaimin Wang
  9. CENTAUR: Bridging the Impossible Trinity of Privacy, Efficiency, and Performance in Privacy-Preserving Transformer Inference
    ACL 2025 ·
    Jinglong Luo
    ,
    Guanzhong Chen
    ,
    Yehong Zhang
    ,
    Shiyu Liu
    ,
    Hui Wang
    , Yue Yu,
    Xun Zhou
    ,
    Yuan Qi
    ,
    Zenglin Xu
  10. COPR: Continual Human Preference Learning via Optimal Policy Regularization
    ACL 2025 ·
    Han Zhang
    ,
    Lin Gui
    ,
    Yu Lei
    ,
    Yuanzhao Zhai
    ,
    Yehong Zhang
    ,
    Zhuo Zhang
    ,
    Yulan He
    ,
    Hui Wang
    , Yue Yu,
    Kam-Fai Wong
    ,
    Bin Liang
    ,
    Ruifeng Xu
  11. Causally Motivated Sycophancy Mitigation for Large Language Models
    ICLR 2025 ·
    Haoxi Li
    ,
    Xueyang Tang
    ,
    Jie Zhang
    ,
    Song Guo
    ,
    Sikai Bai
    ,
    Peiran Dong
    , Yue Yu
  12. Centrality-guided Pre-training for Graph
    ICLR 2025 ·
    Bin Liang
    ,
    Shiwei Chen
    ,
    Lin Gui
    ,
    Hui Wang
    , Yue Yu,
    Ruifeng Xu
    ,
    Kam-Fai Wong
  13. Correcting Large Language Model Behavior via Influence Function
    AAAI 2025 ·
    Han Zhang
    ,
    Zhuo Zhang
    ,
    Yi Zhang
    ,
    Yuanzhao Zhai
    ,
    Hanyang Peng
    ,
    Yu Lei
    , Yue Yu,
    Hui Wang
    ,
    Bin Liang
    ,
    Lin Gui
    ,
    Ruifeng Xu
  14. Efficient Evolutionary Search Over Chemical Space with Large Language Models
    ICLR 2025 ·
    Haorui Wang
    ,
    Marta Skreta
    ,
    Cher Tian Ser
    ,
    Wenhao Gao
    ,
    Lingkai Kong
    ,
    Felix Strieth-Kalthoff
    ,
    Chenru Duan
    ,
    Yuchen Zhuang
    , Yue Yu,
    Yanqiao Zhu
    ,
    Yuanqi Du
    ,
    Alán Aspuru-Guzik
    ,
    Kirill Neklyudov
    ,
    Chao Zhang
  15. Flexibly Utilize Memory for Long-Term Conversation via a Fragment-then-Compose Framework
    EMNLP 2025 ·
    Cai Ke
    ,
    Yiming Du
    ,
    Bin Liang
    ,
    Yifan Xiang
    ,
    Lin Gui
    ,
    Zhongyang Li
    ,
    Baojun Wang
    , Yue Yu,
    Hui Wang
    ,
    Kam-Fai Wong
    ,
    Ruifeng Xu
  16. Instruct or Interact? Exploring and Eliciting LLMs' Capability in Code Snippet Adaptation Through Prompt Engineering
    ICSE 2025 ·
    Tanghaoran Zhang
    , Yue Yu,
    Xinjun Mao
    ,
    Shangwen Wang
    ,
    Kang Yang
    ,
    Yao Lu
    ,
    Zhang Zhang
    ,
    Yuxin Zhao
  17. OBDD-NET: End-to-End Learning of Ordered Binary Decision Diagrams
    CIKM 2025 ·
    Junming Qiu
    ,
    Rongzhen Ye
    ,
    Weilin Luo
    ,
    Kunxun Qi
    ,
    Hai Wan
    , Yue Yu
  18. Preference-Strength-Aware Self-Improving Alignment with Generative Preference Models
    SIGIR 2025 ·
    Yuanzhao Zhai
    ,
    Zhuo Zhang
    ,
    Cheng Yang
    ,
    Kele Xu
    , Yue Yu,
    Wei Li
    ,
    Hui Wang
    ,
    Zenglin Xu
    ,
    Dawei Feng
    ,
    Bo Ding
    ,
    Huaimin Wang
  19. RoseRAG: Robust Retrieval-augmented Generation with Small-scale LLMs via Margin-aware Preference Optimization
    ACL 2025 ·
    Tianci Liu
    ,
    Haoxiang Jiang
    ,
    Tianze Wang
    ,
    Ran Xu
    , Yue Yu,
    Linjun Zhang
    ,
    Tuo Zhao
    ,
    Haoyu Wang
  20. SpecEM: Training-Free LLM Ensembling via Iterative Drafting, Verification, and Online Feedback
    NeurIPS 2025 ·
    Bo Lv
    ,
    Nayu Liu
    ,
    Chen Tang
    ,
    Xin Liu
    , Yue Yu,
    Ping Luo
  21. Test-Time Adaptation of Medical Vision-Language Models with Mixture of Modality Experts
    ACM MM 2025 ·
    Hancong Wang
    , Yue Yu,
    Hairong Zheng
    ,
    Tong Zhang
  22. VA-MoE: Variables-Adaptive Mixture of Experts for Incremental Weather Forecasting
    ICCV 2025 ·
    Hao Chen
    ,
    Tao Han
    ,
    Song Guo
    ,
    Jie Zhang
    ,
    Yonghan Dong
    , Yue Yu,
    Lei Bai
  23. Whether LLMs Know If They Know: Identifying Knowledge Boundaries via Debiased Historical In-Context Learning
    ACL 2025 ·
    Bo Lv
    ,
    Nayu Liu
    ,
    Yang Shen
    ,
    Xin Liu
    ,
    Ping Luo
    , Yue Yu
  24. At Which Training Stage Does Code Data Help LLMs Reasoning?
    ICLR 2024 ·
    Yingwei Ma
    ,
    Yue Liu
    , Yue Yu,
    Yuanliang Zhang
    ,
    Yu Jiang
    ,
    Changjian Wang
    ,
    Shanshan Li
  25. BMRetriever: Tuning Large Language Models as Better Biomedical Text Retrievers
    EMNLP 2024 ·
    Ran Xu
    ,
    Wenqi Shi
    , Yue Yu,
    Yuchen Zhuang
    ,
    Yanqiao Zhu
    ,
    May Dongmei Wang
    ,
    Joyce C. Ho
    ,
    Chao Zhang
    ,
    Carl Yang
  26. Causally Motivated Personalized Federated Invariant Learning with Shortcut-Averse Information-Theoretic Regularization
    ICML 2024 ·
    Xueyang Tang
    ,
    Song Guo
    ,
    Jingcai Guo
    ,
    Jie Zhang
    , Yue Yu
  27. Cut to the Chase: An Error-Oriented Approach to Detect Error-Handling Bugs
    FSE 2024 ·
    Haoran Liu
    ,
    Zhouyang Jia
    ,
    Shanshan Li
    ,
    Yan Lei
    , Yue Yu,
    Yu Jiang
    ,
    Xiaoguang Mao
    ,
    Xiangke Liao
  28. EHRAgent: Code Empowers Large Language Models for Few-shot Complex Tabular Reasoning on Electronic Health Records
    EMNLP 2024 ·
    Wenqi Shi
    ,
    Ran Xu
    ,
    Yuchen Zhuang
    , Yue Yu,
    Jieyu Zhang
    ,
    Hang Wu
    ,
    Yuanda Zhu
    ,
    Joyce C. Ho
    ,
    Carl Yang
    ,
    May Dongmei Wang
  29. Easing Concept Bleeding in Diffusion via Entity Localization and Anchoring
    ICML 2024 ·
    Jiewei Zhang
    ,
    Song Guo
    ,
    Peiran Dong
    ,
    Jie Zhang
    ,
    Ziming Liu
    , Yue Yu,
    Xiao-Ming Wu
  30. Explanation-aware Soft Ensemble Empowers Large Language Model In-context Learning
    ACL 2024 · Yue Yu,
    Jiaming Shen
    ,
    Tianqi Liu
    ,
    Zhen Qin
    ,
    Jing Nathan Yan
    ,
    Jialu Liu
    ,
    Chao Zhang
    ,
    Michael Bendersky
  31. GenView: Enhancing View Quality with Pretrained Generative Model for Self-Supervised Learning
    ECCV 2024 ·
    Xiaojie Li
    ,
    Yibo Yang
    ,
    Xiangtai Li
    ,
    Jianlong Wu
    , Yue Yu,
    Bernard Ghanem
    ,
    Min Zhang
  32. HYDRA: Model Factorization Framework for Black-Box LLM Personalization
    NeurIPS 2024 ·
    Yuchen Zhuang
    ,
    Haotian Sun
    , Yue Yu,
    Rushi Qiang
    ,
    Qifan Wang
    ,
    Chao Zhang
    ,
    Bo Dai
  33. Knowledge-Infused Prompting: Assessing and Advancing Clinical Text Data Generation with Large Language Models
    ACL 2024 ·
    Ran Xu
    ,
    Hejie Cui
    , Yue Yu,
    Xuan Kan
    ,
    Wenqi Shi
    ,
    Yuchen Zhuang
    ,
    May Dongmei Wang
    ,
    Wei Jin
    ,
    Joyce C. Ho
    ,
    Carl Yang
  34. MedAdapter: Efficient Test-Time Adaptation of Large Language Models Towards Medical Reasoning
    EMNLP 2024 ·
    Wenqi Shi
    ,
    Ran Xu
    ,
    Yuchen Zhuang
    , Yue Yu,
    Haotian Sun
    ,
    Hang Wu
    ,
    Carl Yang
    ,
    May Dongmei Wang
  35. ModelFoundry: A Tool for DNN Modularization and On-Demand Model Reuse Inspired by the Wisdom of Software Engineering
    FSE 2024 ·
    Xiaohan Bi
    ,
    Ruobing Zhao
    ,
    Binhang Qi
    ,
    Hailong Sun
    ,
    Xiang Gao
    , Yue Yu,
    Xiaojun Liang
  36. Multi-modal Stance Detection: New Datasets and Model
    ACL 2024 ·
    Bin Liang
    ,
    Ang Li
    ,
    Jingqian Zhao
    ,
    Lin Gui
    ,
    Min Yang
    , Yue Yu,
    Kam-Fai Wong
    ,
    Ruifeng Xu
  37. Predicting Text Preference Via Structured Comparative Reasoning
    ACL 2024 ·
    Jing Nathan Yan
    ,
    Tianqi Liu
    ,
    Justin T. Chiu
    ,
    Jiaming Shen
    ,
    Zhen Qin
    , Yue Yu,
    Charumathi Lakshmanan
    ,
    Yair Kurzion
    ,
    Alexander M. Rush
    ,
    Jialu Liu
    ,
    Michael Bendersky
  38. ProgGen: Generating Named Entity Recognition Datasets Step-by-step with Self-Reflexive Large Language Models
    ACL 2024 ·
    Yuzhao Heng
    ,
    Chunyuan Deng
    ,
    Yitong Li
    , Yue Yu,
    Yinghao Li
    ,
    Rongzhi Zhang
    ,
    Chao Zhang
  39. RAM-EHR: Retrieval Augmentation Meets Clinical Predictions on Electronic Health Records
    ACL 2024 ·
    Ran Xu
    ,
    Wenqi Shi
    , Yue Yu,
    Yuchen Zhuang
    ,
    Bowen Jin
    ,
    May Dongmei Wang
    ,
    Joyce C. Ho
    ,
    Carl Yang
  40. SecFormer: Fast and Accurate Privacy-Preserving Inference for Transformer Models via SMPC
    ACL 2024 ·
    Jinglong Luo
    ,
    Yehong Zhang
    ,
    Zhuo Zhang
    ,
    Jiaqi Zhang
    ,
    Xin Mu
    ,
    Hui Wang
    , Yue Yu,
    Zenglin Xu
  41. SiFT: A Serial Framework with Textual Guidance for Federated Learning
    MICCAI 2024 ·
    Xuyang Li
    ,
    Weizhuo Zhang
    , Yue Yu,
    Wei-Shi Zheng
    ,
    Tong Zhang
    ,
    Ruixuan Wang