PPaperPicks

Fei Huang

Alibaba Group, DAMO Academy, Language Technologies Lab, Hangzhou, China

123 papers at tracked venues · 82 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0009-0005-7670-5255 ↗Google Scholar ↗

Venues

ACL ×39EMNLP ×31NeurIPS ×15AAAI ×6CVPR ×5ICLR ×5ICML ×5NAACL ×4ECCV ×2SIGKDD ×2WWW ×2ACM MM ×1ASE ×1FSE ×1IJCAI ×1ISSTA ×1OOPSLA ×1WSDM ×1

Frequent coauthors

Yongbin Li
×40
Yong Jiang
×29
Pengjun Xie
×29
Ming Yan
×28
Ji Zhang
×24
Haiyang Xu
×17
Haiyang Yu
×12
Ningyu Zhang
×12
Yuchuan Wu
×11
Jingren Zhou
×10
Binhua Li
×10
Huajun Chen
×10

Papers

  1. BrowseConf: Confidence-Guided Test-Time Scaling for Web Agents
    ACL 2026 ·
    Litu Ou
    ,
    Kuan Li
    ,
    Huifeng Yin
    ,
    Liwen Zhang
    ,
    Zhongwang Zhang
    ,
    Xixi Wu
    ,
    Rui Ye
    ,
    Zile Qiao
    ,
    Yong Jiang
    ,
    Pengjun Xie
    , Fei Huang,
    Jingren Zhou
  2. Efficient and Effective In-context Demonstration Selection with Coreset
    AAAI 2026 ·
    Zihua Wang
    ,
    Jiarui Wang
    ,
    Haiyang Xu
    ,
    Ming Yan
    , Fei Huang,
    Xu Yang
    ,
    Xiu-Shen Wei
    ,
    Siya Mi
    ,
    Yu Zhang
  3. EvoRoute: Experience-Driven Self-Routing LLM Agent Systems
    ACL 2026 ·
    Guibin Zhang
    ,
    Haiyang Yu
    ,
    Kaiming Yang
    ,
    Bingli Wu
    , Fei Huang,
    Yongbin Li
    ,
    Shuicheng Yan
  4. Experience-driven Multi-turn Reinforcement Learning for GUI Agents
    ACL 2026 ·
    Zhengxi Lu
    ,
    Jiabo Ye
    ,
    Fei Tang
    ,
    Yongliang Shen
    ,
    Haiyang Xu
    ,
    Ziwei Zheng
    ,
    Weiming Lu
    ,
    Ming Yan
    , Fei Huang,
    Jun Xiao
    ,
    Yueting Zhuang
  5. FishFlow: A LLM-Empowered Dynamic Pricing Framework for Online Fleamarket Platform
    WWW 2026 ·
    Kakam Chong
    ,
    Xu Yan
    ,
    Shuai Xiao
    ,
    Ming Chen
    ,
    Chen Ju
    , Fei Huang,
    Yuantao Gu
    ,
    Shuguang Han
    ,
    Jufeng Chen
  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. MOA: Multi-Objective Alignment for Role-Playing Agents
    ACL 2026 ·
    Chonghua Liao
    ,
    Ke Wang
    ,
    Yuchuan Wu
    ,
    Ruoran Li
    , Fei Huang,
    Yongbin Li
  9. MUSEG: Reinforcing Video Temporal Understanding via Timestamp-Aware Multi-Segment Grounding
    ACL 2026 ·
    Fuwen Luo
    ,
    Shengfeng Lou
    ,
    Chi Chen
    ,
    Ziyue Wang
    ,
    Chenliang Li
    ,
    Weizhou Shen
    ,
    Jiyue Guo
    ,
    Peng Li
    ,
    Ming Yan
    ,
    Ji Zhang
    , Fei Huang,
    Yang Liu
  10. Memp: Exploring Agent Procedural Memory
    ACL 2026 ·
    Runnan Fang
    ,
    Yuan Liang
    ,
    Xiaobin Wang
    ,
    Jialong Wu
    ,
    Shuofei Qiao
    ,
    Pengjun Xie
    , Fei Huang,
    Huajun Chen
    ,
    Ningyu Zhang
  11. Outcome Accuracy is Not Enough: Aligning the Reasoning Process of Reward Models
    ACL 2026 ·
    Binghai Wang
    ,
    Yantao Liu
    ,
    Yuxuan Liu
    ,
    Tianyi Tang
    ,
    Shenzhi Wang
    ,
    Chang Gao
    ,
    Chujie Zheng
    ,
    Yichang Zhang
    ,
    Le Yu
    ,
    Shixuan Liu
    ,
    Tao Gui
    ,
    Qi Zhang
    ,
    Xuanjing Huang
    ,
    Bowen Yu
    , Fei Huang,
    Junyang Lin
  12. 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
  13. Reasoning-Guided Exploration for Online DPO
    ACL 2026 ·
    Zetian Hu
    ,
    Shunyu Liu
    ,
    Ting-En Lin
    , Fei Huang,
    Yongbin Li
    ,
    Dacheng Tao
  14. STORM: A Spatio-Temporal Factor Model Based on Dual Vector Quantized Variational Autoencoders for Financial Trading
    WSDM 2026 ·
    Yilei Zhao
    ,
    Wentao Zhang
    ,
    Tingran Yang
    ,
    Yong Jiang
    , Fei Huang,
    Wei Yang Bryan Lim
  15. Scaling External Knowledge Input Beyond Context Windows of LLMs via Multi-Agent Collaboration
    ACL 2026 ·
    Zijun Liu
    ,
    Zhennan Wan
    ,
    Peng Li
    ,
    Ming Yan
    , Fei Huang,
    Yang Liu
  16. Selective Weak-to-Strong Generalization
    AAAI 2026 ·
    Hao Lang
    , Fei Huang,
    Yongbin Li
  17. Towards General Agentic Intelligence via Environment Scaling
    ACL 2026 ·
    Runnan Fang
    ,
    Shihao Cai
    ,
    Baixuan Li
    ,
    Jialong Wu
    ,
    Guangyu Li
    ,
    Wenbiao Yin
    ,
    Xinyu Wang
    ,
    Xiaobin Wang
    ,
    Liangcai Su
    ,
    Zhen Zhang
    ,
    Shibin Wu
    ,
    Zhengwei Tao
    ,
    Yong Jiang
    ,
    Pengjun Xie
    ,
    Ningyu Zhang
    , Fei Huang,
    Wentao Zhang
    ,
    Jingren Zhou
  18. Understanding Generalization in Role-Playing Models via Information Theory
    ACL 2026 ·
    Yongqi Li
    ,
    Hao Lang
    , Fei Huang,
    Tieyun Qian
    ,
    Yongbin Li
  19. Writing-RL: Advancing Long-form Writing via Adaptive Curriculum Reinforcement Learning
    ACL 2026 ·
    Xuanyu Lei
    ,
    Chenliang Li
    ,
    Yuning Wu
    ,
    Kaiming Liu
    ,
    Weizhou Shen
    ,
    Peng Li
    ,
    Ming Yan
    , Fei Huang,
    Ya-Qin Zhang
    ,
    Yang Liu
  20. AdaMMS: Model Merging for Heterogeneous Multimodal Large Language Models with Unsupervised Coefficient Optimization
    CVPR 2025 ·
    Yiyang Du
    ,
    Xiaochen Wang
    ,
    Chi Chen
    ,
    Jiabo Ye
    ,
    Yiru Wang
    ,
    Peng Li
    ,
    Ming Yan
    ,
    Ji Zhang
    , Fei Huang,
    Zhifang Sui
    ,
    Maosong Sun
    ,
    Yang Liu
  21. Agentic Knowledgeable Self-awareness
    ACL 2025 ·
    Shuofei Qiao
    ,
    Zhisong Qiu
    ,
    Baochang Ren
    ,
    Xiaobin Wang
    ,
    Xiangyuan Ru
    ,
    Ningyu Zhang
    ,
    Xiang Chen
    ,
    Yong Jiang
    ,
    Pengjun Xie
    , Fei Huang,
    Huajun Chen
  22. Alibaba LingmaAgent: Improving Automated Issue Resolution via Comprehensive Repository Exploration
    FSE 2025 ·
    Yingwei Ma
    ,
    Qingping Yang
    ,
    Rongyu Cao
    ,
    Binhua Li
    , Fei Huang,
    Yongbin Li
  23. Benchmarking Agentic Workflow Generation
    ICLR 2025 ·
    Shuofei Qiao
    ,
    Runnan Fang
    ,
    Zhisong Qiu
    ,
    Xiaobin Wang
    ,
    Ningyu Zhang
    ,
    Yong Jiang
    ,
    Pengjun Xie
    , Fei Huang,
    Huajun Chen
  24. Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning Agent
    ICLR 2025 ·
    Yangning Li
    ,
    Yinghui Li
    ,
    Xinyu Wang
    ,
    Yong Jiang
    ,
    Zhen Zhang
    ,
    Xinran Zheng
    ,
    Hui Wang
    ,
    Hai-Tao Zheng
    , Fei Huang,
    Jingren Zhou
    ,
    Philip S. Yu
  25. CARE: Decoding-Time Safety Alignment via Rollback and Introspection Intervention
    NeurIPS 2025 ·
    Xiaomeng Hu
    , Fei Huang,
    Chenhan Yuan
    ,
    Junyang Lin
    ,
    Tsung-Yi Ho
  26. 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
  27. ConText: Driving In-context Learning for Text Removal and Segmentation
    ICML 2025 ·
    Fei Zhang
    ,
    Pei Zhang
    ,
    Baosong Yang
    , Fei Huang,
    Yanfeng Wang
    ,
    Ya Zhang
  28. CultureSynth: A Hierarchical Taxonomy-Guided and Retrieval-Augmented Framework for Cultural Question-Answer Synthesis
    EMNLP 2025 ·
    Xinyu Zhang
    ,
    Pei Zhang
    ,
    Shuang Luo
    ,
    Jialong Tang
    ,
    Yu Wan
    ,
    Baosong Yang
    , Fei Huang
  29. 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
  30. DISC: Plug-and-Play Decoding Intervention with Similarity of Characters for Chinese Spelling Check
    ACL 2025 ·
    Ziheng Qiao
    ,
    Houquan Zhou
    ,
    Yumeng Liu
    ,
    Zhenghua Li
    ,
    Min Zhang
    ,
    Bo Zhang
    ,
    Chen Li
    ,
    Ji Zhang
    , Fei Huang
  31. Debate Helps Weak-to-Strong Generalization
    AAAI 2025 ·
    Hao Lang
    , Fei Huang,
    Yongbin Li
  32. DecoupleSearch: Decouple Planning and Search via Hierarchical Reward Modeling
    EMNLP 2025 ·
    Hao Sun
    ,
    Zile Qiao
    ,
    Bo Wang
    ,
    Guoxin Chen
    ,
    Yingyan Hou
    ,
    Yong Jiang
    ,
    Pengjun Xie
    , Fei Huang,
    Yan Zhang
  33. 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
  34. Detecting Knowledge Boundary of Vision Large Language Models by Sampling-Based Inference
    EMNLP 2025 ·
    Zhuo Chen
    ,
    Xinyu Wang
    ,
    Yong Jiang
    ,
    Zhen Zhang
    ,
    Xinyu Geng
    ,
    Pengjun Xie
    , Fei Huang,
    Kewei Tu
  35. EIFBENCH: Extremely Complex Instruction Following Benchmark for Large Language Models
    EMNLP 2025 ·
    Tao Zou
    ,
    Xinghua Zhang
    ,
    Haiyang Yu
    ,
    Minzheng Wang
    , Fei Huang,
    Yongbin Li
  36. 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
  37. Effective Two-Stage Knowledge Transfer for Multi-Entity Cross-Domain Recommendation
    SIGKDD 2025 ·
    Jianyu Guan
    ,
    Zongming Yin
    ,
    Tianyi Zhang
    ,
    Leihui Chen
    ,
    Yin Zhang
    , Fei Huang,
    Shuguang Han
    ,
    Jufeng Chen
  38. Enhancing LLM Language Adaption through Cross-lingual In-Context Pre-training
    EMNLP 2025 ·
    Linjuan Wu
    ,
    Haoran Wei
    ,
    Huan Lin
    ,
    Tianhao Li
    ,
    Baosong Yang
    , Fei Huang,
    Weiming Lu
  39. EvolveSearch: An Iterative Self-Evolving Search Agent
    EMNLP 2025 ·
    Dingchu Zhang
    ,
    Yida Zhao
    ,
    Jialong Wu
    ,
    Liwen Zhang
    ,
    Baixuan Li
    ,
    Wenbiao Yin
    ,
    Yong Jiang
    ,
    Yu-Feng Li
    ,
    Kewei Tu
    ,
    Pengjun Xie
    , Fei Huang
  40. Exploiting Presentative Feature Distributions for Parameter-Efficient Continual Learning of Large Language Models
    ICML 2025 ·
    Xin Cheng
    ,
    Jiabo Ye
    ,
    Haiyang Xu
    ,
    Ming Yan
    ,
    Ji Zhang
    ,
    Feng Liu
    , Fei Huang,
    Lei Feng
  41. 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
  42. FishBargain: An LLM-Empowered Bargaining Agent for Online Fleamarket Platform Sellers
    WWW 2025 ·
    Dexin Kong
    ,
    Xu Yan
    ,
    Ming Chen
    ,
    Shuguang Han
    ,
    Jufeng Chen
    , Fei Huang
  43. GSID: Generative Semantic Indexing for E-Commerce Product Understanding
    EMNLP 2025 ·
    Haiyang Yang
    ,
    Qinye Xie
    ,
    Qingheng Zhang
    ,
    Chen Li Yu
    ,
    Huike Zou
    ,
    Chengbao Lian
    ,
    Shuguang Han
    , Fei Huang,
    Jufeng Chen
    ,
    Bo Zheng
  44. IOPO: Empowering LLMs with Complex Instruction Following via Input-Output Preference Optimization
    ACL 2025 ·
    Xinghua Zhang
    ,
    Haiyang Yu
    ,
    Cheng Fu
    , Fei Huang,
    Yongbin Li
  45. IU4Rec: Interest Unit-Based Product Organization and Recommendation for E-Commerce Platform
    SIGKDD 2025 ·
    Wenhao Wu
    ,
    Xiaojie Li
    ,
    Lin Wang
    ,
    Jialiang Zhou
    ,
    Di Wu
    ,
    Qinye Xie
    ,
    Qingheng Zhang
    ,
    Yin Zhang
    ,
    Shuguang Han
    , Fei Huang,
    Jufeng Chen
  46. KBM: Delineating Knowledge Boundary for Adaptive Retrieval in Large Language Models
    EMNLP 2025 ·
    Zhen Zhang
    ,
    Xinyu Wang
    ,
    Yong Jiang
    ,
    Zile Qiao
    ,
    Zhuo Chen
    ,
    Guangyu Li
    ,
    Feiteng Mu
    ,
    Mengting Hu
    ,
    Pengjun Xie
    , Fei Huang
  47. LaRA: Benchmarking Retrieval-Augmented Generation and Long-Context LLMs - No Silver Bullet for LC or RAG Routing
    ICML 2025 ·
    Kuan Li
    ,
    Liwen Zhang
    ,
    Yong Jiang
    ,
    Pengjun Xie
    , Fei Huang,
    Shuai Wang
    ,
    Minhao Cheng
  48. LongWeave: A Long-Form Generation Benchmark Bridging Real-World Relevance and Verifiability
    EMNLP 2025 ·
    Zikai Xiao
    , Fei Huang,
    Jianhong Tu
    ,
    Jianhui Wei
    ,
    Wen Ma
    ,
    Yuxuan Zhou
    ,
    Jian Wu
    ,
    Bowen Yu
    ,
    Zuozhu Liu
    ,
    Junyang Lin
  49. Look Before You Leap: A GUI-Critic-R1 Model for Pre-Operative Error Diagnosis in GUI Automation
    NeurIPS 2025 ·
    Yuyang Wanyan
    ,
    Xi Zhang
    ,
    Haiyang Xu
    ,
    Haowei Liu
    ,
    Junyang Wang
    ,
    Jiabo Ye
    ,
    Yutong Kou
    ,
    Ming Yan
    , Fei Huang,
    Xiaoshan Yang
    ,
    Weiming Dong
    ,
    Changsheng Xu
  50. 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
  51. Multi-Value-Product Retrieval-Augmented Generation for Industrial Product Attribute Value Identification
    EMNLP 2025 ·
    Huike Zou
    ,
    Haiyang Yang
    ,
    Yindu Su
    ,
    Chen Li Yu
    ,
    Qinye Xie
    ,
    Chengbao Lian
    ,
    Qingheng Zhang
    ,
    Shuguang Han
    , Fei Huang,
    Jufeng Chen
  52. 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
  53. OmniThink: Expanding Knowledge Boundaries in Machine Writing through Thinking
    EMNLP 2025 ·
    Zekun Xi
    ,
    Wenbiao Yin
    ,
    Jizhan Fang
    ,
    Jialong Wu
    ,
    Runnan Fang
    ,
    Yong Jiang
    ,
    Pengjun Xie
    , Fei Huang,
    Huajun Chen
    ,
    Ningyu Zhang
  54. 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
  55. 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
  56. P-MMEval: A Parallel Multilingual Multitask Benchmark for Consistent Evaluation of LLMs
    EMNLP 2025 ·
    Yidan Zhang
    ,
    Yu Wan
    ,
    Boyi Deng
    ,
    Baosong Yang
    ,
    Haoran Wei
    , Fei Huang,
    Bowen Yu
    ,
    Dayiheng Liu
    ,
    Junyang Lin
    ,
    Fei Huang
    ,
    Jingren Zhou
  57. PolyMath: Evaluating Mathematical Reasoning in Multilingual Contexts
    NeurIPS 2025 ·
    Yiming Wang
    ,
    Pei Zhang
    ,
    Jialong Tang
    ,
    Hao-Ran Wei
    ,
    Baosong Yang
    ,
    Rui Wang
    ,
    Chenshu Sun
    ,
    Feitong Sun
    ,
    Jiran Zhang
    ,
    Junxuan Wu
    ,
    Qiqian Cang
    ,
    Yichang Zhang
    , Fei Huang,
    Junyang Lin
    ,
    Fei Huang
    ,
    Jingren Zhou
  58. ProductAgent: Benchmarking Conversational Product Search Agent with Asking Clarification Questions
    EMNLP 2025 ·
    Jingheng Ye
    ,
    Yong Jiang
    ,
    Xiaobin Wang
    ,
    Yinghui Li
    ,
    Yangning Li
    ,
    Pengjun Xie
    , Fei Huang
  59. RMTBench: Benchmarking LLMs Through Multi-Turn User-Centric Role-Playing
    EMNLP 2025 ·
    Hao Xiang
    ,
    Tianyi Tang
    ,
    Yang Su
    ,
    Bowen Yu
    ,
    An Yang
    , Fei Huang,
    Yichang Zhang
    ,
    Yaojie Lu
    ,
    Hongyu Lin
    ,
    Xianpei Han
    ,
    Jingren Zhou
    ,
    Junyang Lin
    ,
    Le Sun
  60. 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
  61. 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
  62. 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
  63. Sampling-Efficient Test-Time Scaling: Self-Estimating the Best-of-N Sampling in Early Decoding
    NeurIPS 2025 ·
    Yiming Wang
    ,
    Pei Zhang
    ,
    Siyuan Huang
    ,
    Baosong Yang
    ,
    Zhuosheng Zhang
    , Fei Huang,
    Rui Wang
  64. 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
  65. 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
  66. 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
  67. 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
  68. SynWorld: Virtual Scenario Synthesis for Agentic Action Knowledge Refinement
    ACL 2025 ·
    Runnan Fang
    ,
    Xiaobin Wang
    ,
    Yuan Liang
    ,
    Shuofei Qiao
    ,
    Jialong Wu
    ,
    Zekun Xi
    ,
    Ningyu Zhang
    ,
    Yong Jiang
    ,
    Pengjun Xie
    , Fei Huang,
    Huajun Chen
  69. 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
  70. Towards Efficient Online Tuning of VLM Agents via Counterfactual Soft Reinforcement Learning
    ICML 2025 ·
    Lang Feng
    ,
    Weihao Tan
    ,
    Zhiyi Lyu
    ,
    Longtao Zheng
    ,
    Haiyang Xu
    ,
    Ming Yan
    , Fei Huang,
    Bo An
  71. Translationese-index: Using Likelihood Ratios for Graded and Generalizable Measurement of Translationese
    EMNLP 2025 ·
    Yikang Liu
    ,
    Wanyang Zhang
    ,
    Yiming Wang
    ,
    Jialong Tang
    ,
    Pei Zhang
    ,
    Baosong Yang
    , Fei Huang,
    Rui Wang
    ,
    Hai Hu
  72. Unfolding the Headline: Iterative Self-Questioning for News Retrieval and Timeline Summarization
    NAACL 2025 ·
    Weiqi Wu
    ,
    Shen Huang
    ,
    Yong Jiang
    ,
    Pengjun Xie
    , Fei Huang,
    Hai Zhao
  73. 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
  74. VRAG-RL: Empower Vision-Perception-Based RAG for Visually Rich Information Understanding via Iterative Reasoning with Reinforcement Learning
    NeurIPS 2025 ·
    Qiuchen Wang
    ,
    Ruixue Ding
    ,
    Yu Zeng
    ,
    Zehui Chen
    ,
    Lin Chen
    ,
    Shihang Wang
    ,
    Pengjun Xie
    , Fei Huang,
    Feng Zhao
  75. WebDancer: Towards Autonomous Information Seeking Agency
    NeurIPS 2025 ·
    Jialong Wu
    ,
    Baixuan Li
    ,
    Runnan Fang
    ,
    Wenbiao Yin
    ,
    Liwen Zhang
    ,
    Zhenglin Wang
    ,
    Zhengwei Tao
    ,
    Dingchu Zhang
    ,
    Zekun Xi
    ,
    Robert Tang
    ,
    Yong Jiang
    ,
    Pengjun Xie
    , Fei Huang,
    Jingren Zhou
  76. WebWalker: Benchmarking LLMs in Web Traversal
    ACL 2025 ·
    Jialong Wu
    ,
    Wenbiao Yin
    ,
    Yong Jiang
    ,
    Zhenglin Wang
    ,
    Zekun Xi
    ,
    Runnan Fang
    ,
    Linhai Zhang
    ,
    Yulan He
    ,
    Deyu Zhou
    ,
    Pengjun Xie
    , Fei Huang
  77. WritingBench: A Comprehensive Benchmark for Generative Writing
    NeurIPS 2025 ·
    Yuning Wu
    ,
    Jiahao Mei
    ,
    Ming Yan
    ,
    Chenliang Li
    ,
    Shaopeng Lai
    ,
    Yuran Ren
    ,
    Zijia Wang
    ,
    Ji Zhang
    ,
    Mengyue Wu
    ,
    Qin Jin
    , Fei Huang
  78. mPLUG-DocOwl2: High-resolution Compressing for OCR-free Multi-page Document Understanding
    ACL 2025 ·
    Anwen Hu
    ,
    Haiyang Xu
    ,
    Liang Zhang
    ,
    Jiabo Ye
    ,
    Ming Yan
    ,
    Ji Zhang
    ,
    Qin Jin
    , Fei Huang,
    Jingren Zhou
  79. mPLUG-Owl3: Towards Long Image-Sequence Understanding in Multi-Modal Large Language Models
    ICLR 2025 ·
    Jiabo Ye
    ,
    Haiyang Xu
    ,
    Haowei Liu
    ,
    Anwen Hu
    ,
    Ming Yan
    ,
    Qi Qian
    ,
    Ji Zhang
    , Fei Huang,
    Jingren Zhou
  80. A Simple yet Effective Training-free Prompt-free Approach to Chinese Spelling Correction Based on Large Language Models
    EMNLP 2024 ·
    Houquan Zhou
    ,
    Zhenghua Li
    ,
    Bo Zhang
    ,
    Chen Li
    ,
    Shaopeng Lai
    ,
    Ji Zhang
    , Fei Huang,
    Min Zhang
  81. Agent Planning with World Knowledge Model
    NeurIPS 2024 ·
    Shuofei Qiao
    ,
    Runnan Fang
    ,
    Ningyu Zhang
    ,
    Yuqi Zhu
    ,
    Xiang Chen
    ,
    Shumin Deng
    ,
    Yong Jiang
    ,
    Pengjun Xie
    , Fei Huang,
    Huajun Chen
  82. Browse and Concentrate: Comprehending Multimodal Content via Prior-LLM Context Fusion
    ACL 2024 ·
    Ziyue Wang
    ,
    Chi Chen
    ,
    Yiqi Zhu
    ,
    Fuwen Luo
    ,
    Peng Li
    ,
    Ming Yan
    ,
    Ji Zhang
    , Fei Huang,
    Maosong Sun
    ,
    Yang Liu
  83. Budget-Constrained Tool Learning with Planning
    ACL 2024 ·
    Yuanhang Zheng
    ,
    Peng Li
    ,
    Ming Yan
    ,
    Ji Zhang
    , Fei Huang,
    Yang Liu
  84. 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
  85. EcomGPT: Instruction-Tuning Large Language Models with Chain-of-Task Tasks for E-commerce
    AAAI 2024 ·
    Yangning Li
    ,
    Shirong Ma
    ,
    Xiaobin Wang
    ,
    Shen Huang
    ,
    Chengyue Jiang
    ,
    Haitao Zheng
    ,
    Pengjun Xie
    , Fei Huang,
    Yong Jiang
  86. 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
  87. Exploring Key Point Analysis with Pairwise Generation and Graph Partitioning
    NAACL 2024 ·
    Xiao Li
    ,
    Yong Jiang
    ,
    Shen Huang
    ,
    Pengjun Xie
    ,
    Gong Cheng
    , Fei Huang
  88. FactCHD: Benchmarking Fact-Conflicting Hallucination Detection
    IJCAI 2024 ·
    Xiang Chen
    ,
    Duanzheng Song
    ,
    Honghao Gui
    ,
    Chenxi Wang
    ,
    Ningyu Zhang
    ,
    Yong Jiang
    , Fei Huang,
    Chengfei Lyu
    ,
    Dan Zhang
    ,
    Huajun Chen
  89. Fine-Tuning Language Models with Reward Learning on Policy
    NAACL 2024 ·
    Hao Lang
    , Fei Huang,
    Yongbin Li
  90. 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
  91. 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
  92. 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
  93. 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
  94. IPL: Leveraging Multimodal Large Language Models for Intelligent Product Listing
    EMNLP 2024 ·
    Kang Chen
    ,
    Qingheng Zhang
    ,
    Chengbao Lian
    ,
    Yixin Ji
    ,
    Xuwei Liu
    ,
    Shuguang Han
    ,
    Guoqiang Wu
    , Fei Huang,
    Jufeng Chen
  95. 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
  96. Improving Retrieval Augmented Open-Domain Question-Answering with Vectorized Contexts
    ACL 2024 ·
    Zhuo Chen
    ,
    Xinyu Wang
    ,
    Yong Jiang
    ,
    Pengjun Xie
    , Fei Huang,
    Kewei Tu
  97. 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
  98. Knowledge Mechanisms in Large Language Models: A Survey and Perspective
    EMNLP 2024 ·
    Mengru Wang
    ,
    Yunzhi Yao
    ,
    Ziwen Xu
    ,
    Shuofei Qiao
    ,
    Shumin Deng
    ,
    Peng Wang
    ,
    Xiang Chen
    ,
    Jia-Chen Gu
    ,
    Yong Jiang
    ,
    Pengjun Xie
    , Fei Huang,
    Huajun Chen
    ,
    Ningyu Zhang
  99. 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
  100. 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
  101. MIBench: Evaluating Multimodal Large Language Models over Multiple Images
    EMNLP 2024 ·
    Haowei Liu
    ,
    Xi Zhang
    ,
    Haiyang Xu
    ,
    Yaya Shi
    ,
    Chaoya Jiang
    ,
    Ming Yan
    ,
    Ji Zhang
    , Fei Huang,
    Chunfeng Yuan
    ,
    Bing Li
    ,
    Weiming Hu
  102. 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
  103. Mobile-Agent-v2: Mobile Device Operation Assistant with Effective Navigation via Multi-Agent Collaboration
    NeurIPS 2024 ·
    Junyang Wang
    ,
    Haiyang Xu
    ,
    Haitao Jia
    ,
    Xi Zhang
    ,
    Ming Yan
    ,
    Weizhou Shen
    ,
    Ji Zhang
    , Fei Huang,
    Jitao Sang
  104. Model Composition for Multimodal Large Language Models
    ACL 2024 ·
    Chi Chen
    ,
    Yiyang Du
    ,
    Zheng Fang
    ,
    Ziyue Wang
    ,
    Fuwen Luo
    ,
    Peng Li
    ,
    Ming Yan
    ,
    Ji Zhang
    , Fei Huang,
    Maosong Sun
    ,
    Yang Liu
  105. OMNIPARSER: A Unified Framework for Text Spotting, Key Information Extraction and Table Recognition
    CVPR 2024 ·
    Jianqiang Wan
    ,
    Sibo Song
    ,
    Wenwen Yu
    ,
    Yuliang Liu
    ,
    Wenqing Cheng
    , Fei Huang,
    Xiang Bai
    ,
    Cong Yao
    ,
    Zhibo Yang
  106. 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
  107. PANDA: Preference Adaptation for Enhancing Domain-Specific Abilities of LLMs
    ACL 2024 ·
    An Liu
    ,
    Zonghan Yang
    ,
    Zhenhe Zhang
    ,
    Qingyuan Hu
    ,
    Peng Li
    ,
    Ming Yan
    ,
    Ji Zhang
    , Fei Huang,
    Yang Liu
  108. Platypus: A Generalized Specialist Model for Reading Text in Various Forms
    ECCV 2024 ·
    Peng Wang
    ,
    Zhaohai Li
    ,
    Jun Tang
    ,
    Humen Zhong
    , Fei Huang,
    Zhibo Yang
    ,
    Cong Yao
  109. Preference Ranking Optimization for Human Alignment
    AAAI 2024 ·
    Feifan Song
    ,
    Bowen Yu
    ,
    Minghao Li
    ,
    Haiyang Yu
    , Fei Huang,
    Yongbin Li
    ,
    Houfeng Wang
  110. Query Routing for Homogeneous Tools: An Instantiation in the RAG Scenario
    EMNLP 2024 ·
    Feiteng Mu
    ,
    Yong Jiang
    ,
    Liwen Zhang
    ,
    Chu Liu
    ,
    Wenjie Li
    ,
    Pengjun Xie
    , Fei Huang
  111. RaFe: Ranking Feedback Improves Query Rewriting for RAG
    EMNLP 2024 ·
    Shengyu Mao
    ,
    Yong Jiang
    ,
    Boli Chen
    ,
    Xiao Li
    ,
    Peng Wang
    ,
    Xinyu Wang
    ,
    Pengjun Xie
    , Fei Huang,
    Huajun Chen
    ,
    Ningyu Zhang
  112. Retrieved In-Context Principles from Previous Mistakes
    EMNLP 2024 ·
    Hao Sun
    ,
    Yong Jiang
    ,
    Bo Wang
    ,
    Yingyan Hou
    ,
    Yan Zhang
    ,
    Pengjun Xie
    , Fei Huang
  113. 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
  114. SeqGPT: An Out-of-the-Box Large Language Model for Open Domain Sequence Understanding
    AAAI 2024 ·
    Tianyu Yu
    ,
    Chengyue Jiang
    ,
    Chao Lou
    ,
    Shen Huang
    ,
    Xiaobin Wang
    ,
    Wei Liu
    ,
    Jiong Cai
    ,
    Yangning Li
    ,
    Yinghui Li
    ,
    Kewei Tu
    ,
    Hai-Tao Zheng
    ,
    Ningyu Zhang
    ,
    Pengjun Xie
    , Fei Huang,
    Yong Jiang
  115. Small LLMs Are Weak Tool Learners: A Multi-LLM Agent
    EMNLP 2024 ·
    Weizhou Shen
    ,
    Chenliang Li
    ,
    Hongzhan Chen
    ,
    Ming Yan
    ,
    Xiaojun Quan
    ,
    Hehong Chen
    ,
    Ji Zhang
    , Fei Huang
  116. SocialBench: Sociality Evaluation of Role-Playing Conversational Agents
    ACL 2024 ·
    Hongzhan Chen
    ,
    Hehong Chen
    ,
    Ming Yan
    ,
    Wenshen Xu
    ,
    Gao Xing
    ,
    Weizhou Shen
    ,
    Xiaojun Quan
    ,
    Chenliang Li
    ,
    Ji Zhang
    , Fei Huang
  117. TinyChart: Efficient Chart Understanding with Program-of-Thoughts Learning and Visual Token Merging
    EMNLP 2024 ·
    Liang Zhang
    ,
    Anwen Hu
    ,
    Haiyang Xu
    ,
    Ming Yan
    ,
    Yichen Xu
    ,
    Qin Jin
    ,
    Ji Zhang
    , Fei Huang
  118. Visual Text Generation in the Wild
    ECCV 2024 ·
    Yuanzhi Zhu
    ,
    Jiawei Liu
    ,
    Feiyu Gao
    ,
    Wenyu Liu
    ,
    Xinggang Wang
    ,
    Peng Wang
    , Fei Huang,
    Cong Yao
    ,
    Zhibo Yang
  119. WISE: Rethinking the Knowledge Memory for Lifelong Model Editing of Large Language Models
    NeurIPS 2024 ·
    Peng Wang
    ,
    Zexi Li
    ,
    Ningyu Zhang
    ,
    Ziwen Xu
    ,
    Yunzhi Yao
    ,
    Yong Jiang
    ,
    Pengjun Xie
    , Fei Huang,
    Huajun Chen
  120. mGTE: Generalized Long-Context Text Representation and Reranking Models for Multilingual Text Retrieval
    EMNLP 2024 ·
    Xin Zhang
    ,
    Yanzhao Zhang
    ,
    Dingkun Long
    ,
    Wen Xie
    ,
    Ziqi Dai
    ,
    Jialong Tang
    ,
    Huan Lin
    ,
    Baosong Yang
    ,
    Pengjun Xie
    , Fei Huang,
    Meishan Zhang
    ,
    Wenjie Li
    ,
    Min Zhang
  121. mPLUG-DocOwl 1.5: Unified Structure Learning for OCR-free Document Understanding
    EMNLP 2024 ·
    Anwen Hu
    ,
    Haiyang Xu
    ,
    Jiabo Ye
    ,
    Ming Yan
    ,
    Liang Zhang
    ,
    Bo Zhang
    ,
    Ji Zhang
    ,
    Qin Jin
    , Fei Huang,
    Jingren Zhou
  122. mPLUG-OwI2: Revolutionizing Multi-modal Large Language Model with Modality Collaboration
    CVPR 2024 ·
    Qinghao Ye
    ,
    Haiyang Xu
    ,
    Jiabo Ye
    ,
    Ming Yan
    ,
    Anwen Hu
    ,
    Haowei Liu
    ,
    Qi Qian
    ,
    Ji Zhang
    , Fei Huang
  123. mPLUG-PaperOwl: Scientific Diagram Analysis with the Multimodal Large Language Model
    ACM MM 2024 ·
    Anwen Hu
    ,
    Yaya Shi
    ,
    Haiyang Xu
    ,
    Jiabo Ye
    ,
    Qinghao Ye
    ,
    Ming Yan
    ,
    Chenliang Li
    ,
    Qi Qian
    ,
    Ji Zhang
    , Fei Huang