PPaperPicks

Yongbin Li

Capital Normal University, College of Life Sciences, Beijing, China

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

DBLP profile ↗ORCID 0000-0002-0686-0883 ↗Homepage ↗

Venues

ACL ×29EMNLP ×6AAAI ×4NeurIPS ×3ICLR ×2NAACL ×2ASE ×1FSE ×1ICML ×1ISSTA ×1OOPSLA ×1

Frequent coauthors

Fei Huang
×40
Haiyang Yu
×16
Yuchuan Wu
×14
Binhua Li
×13
Ting-En Lin
×10
Min Yang
×8
Xinghua Zhang
×8
Rongyu Cao
×6
Yingwei Ma
×6
Feiteng Fang
×5
Xiong Liu
×5
Hao Lang
×5

Papers

  1. Act-Adaptive Margin: Dynamically Calibrating Reward Models for Subjective Ambiguity
    ACL 2026 ·
    Feiteng Fang
    ,
    Dingwei Chen
    ,
    Xiang Huang
    ,
    Ting-En Lin
    ,
    Yuchuan Wu
    ,
    Xiong Liu
    ,
    Jing Ye
    ,
    Ziqiang Liu
    ,
    Haonan Zhang
    ,
    Liang Zhu
    ,
    Hamid Alinejad-Rokny
    ,
    Min Yang
    , Yongbin Li
  2. Beyond Quantity: Trajectory Diversity Scaling for Code Agents
    ACL 2026 ·
    Guhong Chen
    ,
    Chenghao Sun
    ,
    Cheng Fu
    ,
    Qiyao Wang
    ,
    Zhihong Huang
    ,
    Chaopeng Wei
    ,
    Guangxu Chen
    ,
    Feiteng Fang
    ,
    Ahmadreza Argha
    ,
    Bing Zhao
    ,
    Xander Xu
    ,
    Qi Han
    ,
    Hamid Alinejad-Rokny
    ,
    Qiang Qu
    ,
    Binhua Li
    ,
    Shiwen Ni
    ,
    Min Yang
    ,
    H. U. Wei
    , Yongbin Li
  3. Controlling Multimodal Conversational Agents with Coverage-Enhanced Latent Actions
    ACL 2026 ·
    Yongqi Li
    ,
    Hao Lang
    ,
    Tieyun Qian
    , Yongbin Li
  4. EvoRoute: Experience-Driven Self-Routing LLM Agent Systems
    ACL 2026 ·
    Guibin Zhang
    ,
    Haiyang Yu
    ,
    Kaiming Yang
    ,
    Bingli Wu
    ,
    Fei Huang
    , Yongbin Li,
    Shuicheng Yan
  5. ExpSeek: Self-Triggered Experience Seeking for Web Agents
    ACL 2026 ·
    Wenyuan Zhang
    ,
    Xinghua Zhang
    ,
    Haiyang Yu
    ,
    Shuaiyi Nie
    ,
    Bingli Wu
    ,
    Juwei Yue
    ,
    Tingwen Liu
    , Yongbin Li
  6. Format-Adapter: Improving Reasoning Capability of LLMs by Adapting Suitable Format
    ACL 2026 ·
    Dingzirui Wang
    ,
    Xuanliang Zhang
    ,
    Rongyu Cao
    ,
    Longxu Dou
    ,
    Xianzhen Luo
    ,
    Yingwei Ma
    ,
    Qingfu Zhu
    ,
    Binhua Li
    ,
    Fei Huang
    , Yongbin Li
  7. InspectCoder: Dynamic Analysis-Driven Self Repair through Interactive LLM-Debugger Collaboration
    OOPSLA 2026 ·
    Yunkun Wang
    ,
    Yue Zhang
    ,
    Guochang Li
    ,
    Chen Zhi
    ,
    Binhua Li
    ,
    Fei Huang
    , Yongbin Li,
    Shuiguang Deng
  8. Large Language Model Unlearning for Source Code
    AAAI 2026 ·
    Xue Jiang
    ,
    Yihong Dong
    ,
    Huangzhao Zhang
    ,
    Tangxinyu Wang
    ,
    Zheng Fang
    ,
    Yingwei Ma
    ,
    Rongyu Cao
    ,
    Binhua Li
    ,
    Zhi Jin
    ,
    Wenpin Jiao
    , Yongbin Li,
    Ge Li
  9. MOA: Multi-Objective Alignment for Role-Playing Agents
    ACL 2026 ·
    Chonghua Liao
    ,
    Ke Wang
    ,
    Yuchuan Wu
    ,
    Ruoran Li
    ,
    Fei Huang
    , Yongbin Li
  10. MemPO: Self-Memory Policy Optimization for Long-Horizon Agents
    ACL 2026 ·
    Ruoran Li
    ,
    Xinghua Zhang
    ,
    Haiyang Yu
    ,
    Shitong Duan
    ,
    Xiang Li
    ,
    Wenxin Xiang
    ,
    Chonghua Liao
    ,
    Xudong Guo
    , Yongbin Li,
    Jinli Suo
  11. RL-PLUS: Countering Capability Boundary Collapse of LLMs in Reinforcement Learning with Hybrid-policy Optimization
    ACL 2026 ·
    Yihong Dong
    ,
    Xue Jiang
    ,
    Yongding Tao
    ,
    Huanyu Liu
    ,
    Kechi Zhang
    ,
    Lili Mou
    ,
    Rongyu Cao
    ,
    Yingwei Ma
    ,
    Jue Chen
    ,
    Binhua Li
    ,
    Zhi Jin
    ,
    Fei Huang
    , Yongbin Li,
    Ge Li
  12. Reasoning-Guided Exploration for Online DPO
    ACL 2026 ·
    Zetian Hu
    ,
    Shunyu Liu
    ,
    Ting-En Lin
    ,
    Fei Huang
    , Yongbin Li,
    Dacheng Tao
  13. Selective Weak-to-Strong Generalization
    AAAI 2026 ·
    Hao Lang
    ,
    Fei Huang
    , Yongbin Li
  14. To Diff or Not to Diff? Structure-Aware and Adaptive Output Formats for Efficient LLM-based Code Editing
    ACL 2026 ·
    Wei Cheng
    ,
    Yongchang Cao
    ,
    Chen Shen
    ,
    Binhua Li
    ,
    Jue Chen
    , Yongbin Li,
    Wei Hu
  15. ToM-Synth: Scaling Robust Theory of Mind in LLMs via 6, 912 Structured Social Units
    ACL 2026 ·
    Guiyang Hou
    ,
    Xiang Huang
    ,
    Shangke Lyu
    ,
    Yuchuan Wu
    ,
    Weiyao Luo
    ,
    Xinyu Mei
    ,
    Yongliang Shen
    ,
    Weiming Lu
    , Yongbin Li
  16. Understanding Generalization in Role-Playing Models via Information Theory
    ACL 2026 ·
    Yongqi Li
    ,
    Hao Lang
    ,
    Fei Huang
    ,
    Tieyun Qian
    , Yongbin Li
  17. Alibaba LingmaAgent: Improving Automated Issue Resolution via Comprehensive Repository Exploration
    FSE 2025 ·
    Yingwei Ma
    ,
    Qingping Yang
    ,
    Rongyu Cao
    ,
    Binhua Li
    ,
    Fei Huang
    , Yongbin Li
  18. CPO: Addressing Reward Ambiguity in Role-playing Dialogue via Comparative Policy Optimization
    EMNLP 2025 ·
    Jing Ye
    ,
    Rui Wang
    ,
    Yuchuan Wu
    ,
    Victor Ma
    ,
    Feiteng Fang
    ,
    Fei Huang
    , Yongbin Li
  19. DEMO: Reframing Dialogue Interaction with Fine-grained Element Modeling
    ACL 2025 ·
    Minzheng Wang
    ,
    Xinghua Zhang
    ,
    Kun Chen
    ,
    Nan Xu
    ,
    Haiyang Yu
    ,
    Fei Huang
    ,
    Wenji Mao
    , Yongbin Li
  20. Debate Helps Weak-to-Strong Generalization
    AAAI 2025 ·
    Hao Lang
    ,
    Fei Huang
    , Yongbin Li
  21. DeepSolution: Boosting Complex Engineering Solution Design via Tree-based Exploration and Bi-point Thinking
    ACL 2025 ·
    Zhuoqun Li
    ,
    Haiyang Yu
    ,
    Xuanang Chen
    ,
    Hongyu Lin
    ,
    Yaojie Lu
    ,
    Fei Huang
    ,
    Xianpei Han
    , Yongbin Li,
    Le Sun
  22. EIFBENCH: Extremely Complex Instruction Following Benchmark for Large Language Models
    EMNLP 2025 ·
    Tao Zou
    ,
    Xinghua Zhang
    ,
    Haiyang Yu
    ,
    Minzheng Wang
    ,
    Fei Huang
    , Yongbin Li
  23. EPO: Explicit Policy Optimization for Strategic Reasoning in LLMs via Reinforcement Learning
    ACL 2025 ·
    Xiaoqian Liu
    ,
    Ke Wang
    , Yongbin Li,
    Yuchuan Wu
    ,
    Wentao Ma
    ,
    Aobo Kong
    ,
    Fei Huang
    ,
    Jianbin Jiao
    ,
    Junge Zhang
  24. ExploraCoder: Advancing Code Generation for Multiple Unseen APIs via Planning and Chained Exploration
    ACL 2025 ·
    Yunkun Wang
    ,
    Yue Zhang
    ,
    Zhen Qin
    ,
    Chen Zhi
    ,
    Binhua Li
    ,
    Fei Huang
    , Yongbin Li,
    Shuiguang Deng
  25. IOPO: Empowering LLMs with Complex Instruction Following via Input-Output Preference Optimization
    ACL 2025 ·
    Xinghua Zhang
    ,
    Haiyang Yu
    ,
    Cheng Fu
    ,
    Fei Huang
    , Yongbin Li
  26. MMEvol: Empowering Multimodal Large Language Models with Evol-Instruct
    ACL 2025 ·
    Run Luo
    ,
    Haonan Zhang
    ,
    Longze Chen
    ,
    Ting-En Lin
    ,
    Xiong Liu
    ,
    Yuchuan Wu
    ,
    Min Yang
    , Yongbin Li,
    Minzheng Wang
    ,
    Pengpeng Zeng
    ,
    Lianli Gao
    ,
    Heng Tao Shen
    ,
    Yunshui Li
    ,
    Hamid Alinejad-Rokny
    ,
    Xiaobo Xia
    ,
    Jingkuan Song
    ,
    Fei Huang
  27. OmniCharacter: Towards Immersive Role-Playing Agents with Seamless Speech-Language Personality Interaction
    ACL 2025 ·
    Haonan Zhang
    ,
    Run Luo
    ,
    Xiong Liu
    ,
    Yuchuan Wu
    ,
    Ting-En Lin
    ,
    Pengpeng Zeng
    ,
    Qiang Qu
    ,
    Feiteng Fang
    ,
    Min Yang
    ,
    Lianli Gao
    ,
    Jingkuan Song
    ,
    Fei Huang
    , Yongbin Li
  28. On the Role of Attention Heads in Large Language Model Safety
    ICLR 2025 ·
    Zhenhong Zhou
    ,
    Haiyang Yu
    ,
    Xinghua Zhang
    ,
    Rongwu Xu
    ,
    Fei Huang
    ,
    Kun Wang
    ,
    Yang Liu
    ,
    Junfeng Fang
    , Yongbin Li
  29. OpenOmni: Advancing Open-Source Omnimodal Large Language Models with Progressive Multimodal Alignment and Real-time Emotional Speech Synthesis
    NeurIPS 2025 ·
    Run Luo
    ,
    Ting-En Lin
    ,
    Haonan Zhang
    ,
    Yuchuan Wu
    ,
    Xiong Liu
    , Yongbin Li,
    Longze Chen
    ,
    Jiaming Li
    ,
    Lei Zhang
    ,
    Xiaobo Xia
    ,
    Hamid Alinejad-Rokny
    ,
    Fei Huang
    ,
    Min Yang
  30. Reverse Preference Optimization for Complex Instruction Following
    ACL 2025 ·
    Xiang Huang
    ,
    Ting-En Lin
    ,
    Feiteng Fang
    ,
    Yuchuan Wu
    ,
    Hangyu Li
    ,
    Yuzhong Qu
    ,
    Fei Huang
    , Yongbin Li
  31. SDPO: Segment-Level Direct Preference Optimization for Social Agents
    ACL 2025 ·
    Aobo Kong
    ,
    Wentao Ma
    ,
    Shiwan Zhao
    , Yongbin Li,
    Yuchuan Wu
    ,
    Ke Wang
    ,
    Xiaoqian Liu
    ,
    Qicheng Li
    ,
    Yong Qin
    ,
    Fei Huang
  32. SWE-GPT: A Process-Centric Language Model for Automated Software Improvement
    ISSTA 2025 ·
    Yingwei Ma
    ,
    Rongyu Cao
    ,
    Yongchang Cao
    ,
    Yue Zhang
    ,
    Jue Chen
    ,
    Yibo Liu
    ,
    Yuchen Liu
    ,
    Binhua Li
    ,
    Fei Huang
    , Yongbin Li
  33. StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization
    ICLR 2025 ·
    Zhuoqun Li
    ,
    Xuanang Chen
    ,
    Haiyang Yu
    ,
    Hongyu Lin
    ,
    Yaojie Lu
    ,
    Qiaoyu Tang
    ,
    Fei Huang
    ,
    Xianpei Han
    ,
    Le Sun
    , Yongbin Li
  34. Supervised Optimism Correction: Be Confident When LLMs Are Sure
    ACL 2025 ·
    Junjie Zhang
    ,
    Rushuai Yang
    ,
    Shunyu Liu
    ,
    Ting-En Lin
    ,
    Fei Huang
    ,
    Yi Chen
    , Yongbin Li,
    Dacheng Tao
  35. Thinking Longer, Not Larger: Enhancing Software Engineering Agents via Scaling Test-Time Compute
    ASE 2025 ·
    Yingwei Ma
    , Yongbin Li,
    Yihong Dong
    ,
    Xue Jiang
    ,
    Yanhao Li
    ,
    Yue Liu
    ,
    Rongyu Cao
    ,
    Jue Chen
    ,
    Fei Huang
    ,
    Binhua Li
  36. Transferable Post-training via Inverse Value Learning
    NAACL 2025 ·
    Xinyu Lu
    ,
    Xueru Wen
    ,
    Yaojie Lu
    ,
    Bowen Yu
    ,
    Hongyu Lin
    ,
    Haiyang Yu
    ,
    Le Sun
    ,
    Xianpei Han
    , Yongbin Li
  37. DevEval: A Manually-Annotated Code Generation Benchmark Aligned with Real-World Code Repositories
    ACL 2024 ·
    Jia Li
    ,
    Ge Li
    ,
    Yunfei Zhao
    ,
    Yongmin Li
    ,
    Huanyu Liu
    ,
    Hao Zhu
    ,
    Lecheng Wang
    ,
    Kaibo Liu
    ,
    Zheng Fang
    ,
    Lanshen Wang
    ,
    Jiazheng Ding
    ,
    Xuanming Zhang
    ,
    Yuqi Zhu
    ,
    Yihong Dong
    ,
    Zhi Jin
    ,
    Binhua Li
    ,
    Fei Huang
    , Yongbin Li,
    Bin Gu
    ,
    Mengfei Yang
  38. EvoCodeBench: An Evolving Code Generation Benchmark with Domain-Specific Evaluations
    NeurIPS 2024 ·
    Jia Li
    ,
    Ge Li
    ,
    Xuanming Zhang
    ,
    Yunfei Zhao
    ,
    Yihong Dong
    ,
    Zhi Jin
    ,
    Binhua Li
    ,
    Fei Huang
    , Yongbin Li
  39. Fine-Tuning Language Models with Reward Learning on Policy
    NAACL 2024 ·
    Hao Lang
    ,
    Fei Huang
    , Yongbin Li
  40. FlowBench: Revisiting and Benchmarking Workflow-Guided Planning for LLM-based Agents
    EMNLP 2024 ·
    Ruixuan Xiao
    ,
    Wentao Ma
    ,
    Ke Wang
    ,
    Yuchuan Wu
    ,
    Junbo Zhao
    ,
    Haobo Wang
    ,
    Fei Huang
    , Yongbin Li
  41. Fortify the Shortest Stave in Attention: Enhancing Context Awareness of Large Language Models for Effective Tool Use
    ACL 2024 ·
    Yuhan Chen
    ,
    Ang Lv
    ,
    Ting-En Lin
    ,
    Changyu Chen
    ,
    Yuchuan Wu
    ,
    Fei Huang
    , Yongbin Li,
    Rui Yan
  42. How Alignment and Jailbreak Work: Explain LLM Safety through Intermediate Hidden States
    EMNLP 2024 ·
    Zhenhong Zhou
    ,
    Haiyang Yu
    ,
    Xinghua Zhang
    ,
    Rongwu Xu
    ,
    Fei Huang
    , Yongbin Li
  43. Improving Factual Consistency of News Summarization by Contrastive Preference Optimization
    EMNLP 2024 ·
    Huawen Feng
    ,
    Yan Fan
    ,
    Xiong Liu
    ,
    Ting-En Lin
    ,
    Zekun Yao
    ,
    Yuchuan Wu
    ,
    Fei Huang
    , Yongbin Li,
    Qianli Ma
  44. Iterative Forward Tuning Boosts In-Context Learning in Language Models
    ACL 2024 ·
    Jiaxi Yang
    ,
    Binyuan Hui
    ,
    Min Yang
    ,
    Bailin Wang
    ,
    Bowen Li
    ,
    Binhua Li
    ,
    Fei Huang
    , Yongbin Li
  45. Language Models are Super Mario: Absorbing Abilities from Homologous Models as a Free Lunch
    ICML 2024 ·
    Le Yu
    ,
    Bowen Yu
    ,
    Haiyang Yu
    ,
    Fei Huang
    , Yongbin Li
  46. Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA
    EMNLP 2024 ·
    Minzheng Wang
    ,
    Longze Chen
    ,
    Fu Cheng
    ,
    Shengyi Liao
    ,
    Xinghua Zhang
    ,
    Bingli Wu
    ,
    Haiyang Yu
    ,
    Nan Xu
    ,
    Lei Zhang
    ,
    Run Luo
    ,
    Yunshui Li
    ,
    Min Yang
    ,
    Fei Huang
    , Yongbin Li
  47. Masked Thought: Simply Masking Partial Reasoning Steps Can Improve Mathematical Reasoning Learning of Language Models
    ACL 2024 ·
    Changyu Chen
    ,
    Xiting Wang
    ,
    Ting-En Lin
    ,
    Ang Lv
    ,
    Yuchuan Wu
    ,
    Xin Gao
    ,
    Ji-Rong Wen
    ,
    Rui Yan
    , Yongbin Li
  48. One-Shot Learning as Instruction Data Prospector for Large Language Models
    ACL 2024 ·
    Yunshui Li
    ,
    Binyuan Hui
    ,
    Xiaobo Xia
    ,
    Jiaxi Yang
    ,
    Min Yang
    ,
    Lei Zhang
    ,
    Shuzheng Si
    ,
    Ling-Hao Chen
    ,
    Junhao Liu
    ,
    Tongliang Liu
    ,
    Fei Huang
    , Yongbin Li
  49. Preference Ranking Optimization for Human Alignment
    AAAI 2024 ·
    Feifan Song
    ,
    Bowen Yu
    ,
    Minghao Li
    ,
    Haiyang Yu
    ,
    Fei Huang
    , Yongbin Li,
    Houfeng Wang
  50. Self-Retrieval: End-to-End Information Retrieval with One Large Language Model
    NeurIPS 2024 ·
    Qiaoyu Tang
    ,
    Jiawei Chen
    ,
    Zhuoqun Li
    ,
    Bowen Yu
    ,
    Yaojie Lu
    ,
    Cheng Fu
    ,
    Haiyang Yu
    ,
    Hongyu Lin
    ,
    Fei Huang
    ,
    Ben He
    ,
    Xianpei Han
    ,
    Le Sun
    , Yongbin Li
  51. SoFA: Shielded On-the-fly Alignment via Priority Rule Following
    ACL 2024 ·
    Xinyu Lu
    ,
    Bowen Yu
    ,
    Yaojie Lu
    ,
    Hongyu Lin
    ,
    Haiyang Yu
    ,
    Le Sun
    ,
    Xianpei Han
    , Yongbin Li