PPaperPicks

Xuanjing Huang

Fudan University, School of Computer Science, Shanghai Key Laboratory of Intelligent Information Processing, Shanghai, China

121 papers at tracked venues · 81 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-9197-9426 ↗Google Scholar ↗

Venues

ACL ×56EMNLP ×32NeurIPS ×9NAACL ×7AAAI ×6ICLR ×3ICML ×3ACM MM ×1AISTATS ×1CVPR ×1ICCV ×1WWW ×1

Frequent coauthors

Qi Zhang
×66
Tao Gui
×64
Zhiheng Xi
×38
Shihan Dou
×25
Junjie Ye
×19
Changze Lv
×18
Xiaoqing Zheng
×18
Xipeng Qiu
×16
Zhongyu Wei
×15
Rui Zheng
×15
Shichun Liu
×14
Ming Zhang
×13

Papers

  1. ARISE: An Adaptive Resolution-Aware Metric for Test-Time Scaling Evaluation in Large Reasoning Models
    ACL 2026 ·
    Zhangyue Yin
    ,
    Qiushi Sun
    ,
    Zhiyuan Zeng
    ,
    Zhiyuan Yu
    ,
    Qipeng Guo
    , Xuanjing Huang,
    Xipeng Qiu
  2. AgentGym2: Benchmarking Large Language Model Agents in De-Idealized Real-World Environments
    ACL 2026 ·
    Zhiheng Xi
    ,
    Dingwen Yang
    ,
    Jiaqi Liu
    ,
    Jixuan Huang
    ,
    Honglin Guo
    ,
    Baodai Huang
    ,
    Tinggang Chen
    ,
    Qi Zhang
    ,
    Zhonghang Lu
    ,
    Chenyu Liu
    ,
    Jiajun Sun
    ,
    Jiazheng Zhang
    ,
    Dingwei Zhu
    ,
    Xin Guo
    ,
    Junzhe Wang
    ,
    Zhihao Zhang
    ,
    Yuming Yang
    ,
    Junjie Ye
    ,
    Minghe Gao
    ,
    Dongrui Liu
    ,
    Jiaming Ji
    ,
    Guohao Li
    ,
    Tao Gui
    , Xuanjing Huang
  3. AgentPRM: Process Reward Models for LLM Agents via Step-Wise Promise and Progress
    WWW 2026 ·
    Zhiheng Xi
    ,
    Chenyang Liao
    ,
    Guanyu Li
    ,
    Zhihao Zhang
    ,
    Wenxiang Chen
    ,
    Binghai Wang
    ,
    Senjie Jin
    ,
    Yuhao Zhou
    ,
    Jian Guan
    ,
    Wei Wu
    ,
    Tao Ji
    ,
    Tao Gui
    ,
    Qi Zhang
    , Xuanjing Huang
  4. AgentV-RL: Scaling Reward Modeling with Agentic Verifier
    ACL 2026 ·
    Jiazheng Zhang
    ,
    Ziche Fu
    ,
    Zhiheng Xi
    ,
    Wenqing Jing
    ,
    Mingxu Chai
    ,
    Wei He
    ,
    Guoqiang Zhang
    ,
    Chenghao Fan
    ,
    Chenxin An
    ,
    Wenxiang Chen
    ,
    Zhicheng Liu
    ,
    Haojie Pan
    ,
    Dingwei Zhu
    ,
    Tao Gui
    ,
    Qi Zhang
    , Xuanjing Huang
  5. Beyond Scaling: Measuring and Predicting the Upper Bound of Knowledge Retention in Language Model Pre-Training
    ACL 2026 ·
    Changhao Jiang
    ,
    Ming Zhang
    ,
    Yifei Cao
    ,
    Junjie Ye
    ,
    Xiaoran Fan
    ,
    Shihan Dou
    ,
    Zhiheng Xi
    ,
    Jiajun Sun
    ,
    Yi Dong
    ,
    Yujiong Shen
    ,
    Jingqi Tong
    ,
    Baoyu Fan
    ,
    Tao Gui
    ,
    Qi Zhang
    , Xuanjing Huang
  6. Counteracting the Matthew Effect in Self-Improvement of LVLMs through Head-Tail Re-balancing
    ACL 2026 ·
    Xin Guo
    ,
    Zhiheng Xi
    ,
    Yiwen Ding
    ,
    Yitao Zhai
    ,
    Xiaowei Shi
    ,
    Xunliang Cai
    ,
    Tao Gui
    ,
    Qi Zhang
    , Xuanjing Huang
  7. DARM: Distribution-Aware Reward Modeling by Alleviating Biases from Low Preference-Context Dependency Data
    ACL 2026 ·
    Shaofan Liu
    ,
    Guoqiang Zhang
    ,
    Shihan Dou
    ,
    Huiyuan Zheng
    ,
    Yiming Zhou
    ,
    Junjie Ye
    ,
    Shaowen Wang
    ,
    Shichun Liu
    ,
    Jiazheng Zhang
    ,
    Tao Gui
    ,
    Qi Zhang
    , Xuanjing Huang
  8. Explainable Synthetic Image Detection Through Diffusion Timestep Ensembling
    AAAI 2026 ·
    Yixin Wu
    ,
    Feiran Zhang
    ,
    Tianyuan Shi
    ,
    Ruicheng Yin
    ,
    Zhenghua Wang
    ,
    Zhenliang Gan
    ,
    Xiaohua Wang
    ,
    Changze Lv
    ,
    Xiaoqing Zheng
    , Xuanjing Huang
  9. Feedback-Driven Tool-Use Improvements in Large Language Models via Automated Build Environments
    ACL 2026 ·
    Junjie Ye
    ,
    Changhao Jiang
    ,
    Zhengyin Du
    ,
    Yufei Xu
    ,
    Xuesong Yao
    ,
    Zhiheng Xi
    ,
    Xiaoran Fan
    ,
    Qi Zhang
    ,
    Tao Gui
    , Xuanjing Huang,
    Jiecao Chen
  10. FinToolSyn: A forward synthesis Framework for Financial Tool-Use Dialogue Data with Dynamic Tool Retrieval
    ACL 2026 ·
    Caishuang Huang
    ,
    Yang Qiao
    ,
    Rongyu Zhang
    ,
    Junjie Ye
    ,
    Pu Lu
    ,
    Wenxi Wu
    ,
    Meng Zhou
    ,
    Xiku Du
    ,
    Qi Zhang
    ,
    Tao Gui
    , Xuanjing Huang
  11. From Scores to Preferences: Redefining Evaluation Paradigm for Speech Quality Reward Modeling
    ACL 2026 ·
    Yifei Cao
    ,
    Changhao Jiang
    ,
    Jiabao Zhuang
    ,
    Jiajun Sun
    ,
    Ming Zhang
    ,
    Zhiheng Xi
    ,
    Hui Li
    ,
    Shihan Dou
    ,
    Yuran Wang
    ,
    Yunke Zhang
    ,
    Tao Ji
    ,
    Tao Gui
    ,
    Qi Zhang
    , Xuanjing Huang
  12. LLMEval-Fair: A Large-Scale Longitudinal Study on Robust and Fair Evaluation of Large Language Models
    ACL 2026 ·
    Ming Zhang
    ,
    Yujiong Shen
    ,
    Jingyi Deng
    ,
    Yuhui Wang
    ,
    Huayu Sha
    ,
    Kexin Tan
    ,
    Qiyuan Peng
    ,
    Yue Zhang
    ,
    Junzhe Wang
    ,
    Shichun Liu
    ,
    Yueyuan Huang
    ,
    Jingqi Tong
    ,
    Changhao Jiang
    ,
    Yilong Wu
    ,
    Zhihao Zhang
    ,
    Mingqi Wu
    ,
    Mingxu Chai
    ,
    Zhiheng Xi
    ,
    Shihan Dou
    ,
    Tao Gui
    ,
    Qi Zhang
    , Xuanjing Huang
  13. LLMs Deceive Unintentionally: Emergent Misalignment in Dishonesty from Misaligned Samples to Biased Human-AI Interactions
    ACL 2026 ·
    Xuhao Hu
    ,
    Peng Wang
    ,
    Xiaoya Lu
    ,
    Dongrui Liu
    , Xuanjing Huang,
    Jing Shao
  14. LifeSim: Long-Horizon User Life Simulator for Personalized Assistant Evaluation
    ACL 2026 ·
    Feiyu Duan
    , Xuanjing Huang,
    Zhongyu Wei
  15. Locate, Steer, and Improve: A Practical Survey of Actionable Mechanistic Interpretability in Large Language Models
    ACL 2026 ·
    Hengyuan Zhang
    ,
    Zhihao Zhang
    ,
    Ercong Nie
    ,
    Mingyang Wang
    ,
    Zunhai Su
    ,
    Yiwei Wang
    ,
    Qianli Wang
    ,
    Shuzhou Yuan
    ,
    Xufeng Duan
    ,
    Qibo Xue
    ,
    Zeping Yu
    ,
    Chenming Shang
    ,
    Xiao Liang
    ,
    Jing Xiong
    ,
    Hui Shen
    ,
    Chaofan Tao
    ,
    Zhengwu Liu
    ,
    Senjie Jin
    ,
    Zhiheng Xi
    ,
    Dongdong Zhang
    ,
    Sophia Ananiadou
    ,
    Tao Gui
    ,
    Ruobing Xie
    ,
    Hayden Kwok-Hay So
    ,
    Hinrich Schütze
    , Xuanjing Huang,
    Qi Zhang
    ,
    Ngai Wong
  16. MM-Doc-R1: Training Agents for Long Document Visual Question Answering through Multi-turn Reinforcement Learning
    ACL 2026 ·
    Jiahang Lin
    ,
    Kai Hu
    ,
    Binghai Wang
    ,
    Yuhao Zhou
    ,
    Zhiheng Xi
    ,
    Honglin Guo
    ,
    Shichun Liu
    ,
    Junzhe Wang
    ,
    Shihan Dou
    ,
    Enyu Zhou
    ,
    Hang Yan
    ,
    Zhenhua Han
    ,
    Tao Gui
    ,
    Qi Zhang
    , Xuanjing Huang
  17. MetaAct-RL: Training Language Models for Reasoning Through Meta-Action-Based Reinforcement Learning
    AAAI 2026 ·
    Zhiheng Xi
    ,
    Yuhui Wang
    ,
    Yiwen Ding
    ,
    Guanyu Li
    ,
    Senjie Jin
    ,
    Shichun Liu
    ,
    Jixuan Huang
    ,
    Dingwen Yang
    ,
    Jiafu Tang
    ,
    Boyang Hong
    ,
    Junjie Ye
    ,
    Shihan Dou
    ,
    Ming Zhang
    ,
    Jian Guan
    ,
    Wei Wu
    ,
    Rui Zheng
    ,
    Tao Gui
    ,
    Qi Zhang
    , Xuanjing Huang
  18. Mitigating Hallucinations in VLMs: Enhancing Visual Attention via Head-Wise Perturbation
    ACL 2026 ·
    Zhenghua Wang
    ,
    Yixin Wu
    ,
    Feiran Zhang
    ,
    Qi Qian
    ,
    Changze Lv
    , Xuanjing Huang,
    Xiaoqing Zheng
  19. Mitigating Position Bias in Transformers via Layer-Specific Positional Embedding Scaling
    ACL 2026 ·
    Zhenghua Wang
    ,
    Yiran Ding
    ,
    Changze Lv
    ,
    Yixin Wu
    ,
    Tianlong Li
    ,
    Zhibo Xu
    ,
    Muling Wu
    ,
    Tianyuan Shi
    ,
    Shizheng Li
    ,
    Qi Qian
    , Xuanjing Huang,
    Xiaoqing Zheng
  20. MulDimIF: A Multi-Dimensional Constraint Framework for Evaluating and Improving Instruction Following in Large Language Models
    ACL 2026 ·
    Junjie Ye
    ,
    Caishuang Huang
    ,
    Zhuohan Chen
    ,
    Wenjie Fu
    ,
    Chenyuan Yang
    ,
    Leyi Yang
    ,
    Yilong Wu
    ,
    Peng Wang
    ,
    Meng Zhou
    ,
    Xiaolong Yang
    ,
    Tao Gui
    ,
    Qi Zhang
    ,
    Zhongchao Shi
    ,
    Jianping Fan
    , Xuanjing Huang
  21. Muse: Towards Reproducible Long-Form Song Generation with Fine-Grained Style Control
    ACL 2026 ·
    Changhao Jiang
    ,
    Jiahao Chen
    ,
    Zhenghao Xiang
    ,
    Zhixiong Yang
    ,
    Hanchen Wang
    ,
    Jiabao Zhuang
    ,
    Xinmeng Che
    ,
    Jiajun Sun
    ,
    Hui Li
    ,
    Yifei Cao
    ,
    Shihan Dou
    ,
    Ming Zhang
    ,
    Junjie Ye
    ,
    Tao Ji
    ,
    Tao Gui
    ,
    Qi Zhang
    , Xuanjing Huang
  22. OctoBench: Benchmarking Scaffold-Aware Instruction Following in Repository-Grounded Agentic Coding
    ACL 2026 ·
    Deming Ding
    ,
    Shichun Liu
    ,
    Enhui Yang
    ,
    Jiahang Lin
    ,
    Ziying Chen
    ,
    Shihan Dou
    ,
    Honglin Guo
    ,
    Weiyu Cheng
    ,
    Pengyu Zhao
    ,
    Chengjun Xiao
    ,
    Qunhong Zeng
    ,
    Qi Zhang
    , Xuanjing Huang,
    Qidi Xu
    ,
    Tao Gui
  23. 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
  24. VIB-Probe: Detecting and Mitigating Hallucinations in Vision-Language Models via Variational Information Bottleneck
    ACL 2026 ·
    Feiran Zhang
    ,
    Yixin Wu
    ,
    Zhenghua Wang
    ,
    Xiaohua Wang
    ,
    Changze Lv
    , Xuanjing Huang,
    Xiaoqing Zheng
  25. VRPO: Rethinking Value Modeling for Robust RL under Noisy Supervision in LLM Post-Training
    ACL 2026 ·
    Dingwei Zhu
    ,
    Shihan Dou
    ,
    Zhiheng Xi
    ,
    Senjie Jin
    ,
    Guoqiang Zhang
    ,
    Jiazheng Zhang
    ,
    Junjie Ye
    ,
    Mingxu Chai
    ,
    Enyu Zhou
    ,
    Ming Zhang
    ,
    Yuhui Wang
    ,
    Caishuang Huang
    ,
    Chenhao Huang
    ,
    Yunke Zhang
    ,
    Yuran Wang
    ,
    Tao Gui
    ,
    Qi Zhang
    ,
    Xipeng Qiu
    , Xuanjing Huang
  26. Which Reasoning Trajectories Teach Students to Reason Better? A Simple Metric of Informative Alignment
    ACL 2026 ·
    Yuming Yang
    ,
    Mingyoung Lai
    ,
    Wanxu Zhao
    ,
    Xiaoran Fan
    ,
    Zhiheng Xi
    ,
    Mingqi Wu
    ,
    Chiyue Huang
    ,
    Jun Zhao
    ,
    Haijun Lv
    ,
    Jian Tong
    ,
    Yunhua Zhou
    ,
    Yicheng Zou
    ,
    Qipeng Guo
    ,
    Tao Gui
    ,
    Qi Zhang
    , Xuanjing Huang
  27. Activating Distributed Visual Region within LLMs for Efficient and Effective Vision-Language Training and Inference
    ACL 2025 ·
    Siyuan Wang
    ,
    Dianyi Wang
    ,
    Chengxing Zhou
    ,
    Zejun Li
    ,
    Zhihao Fan
    , Xuanjing Huang,
    Zhongyu Wei
  28. AgentGym: Evaluating and Training Large Language Model-based Agents across Diverse Environments
    ACL 2025 ·
    Zhiheng Xi
    ,
    Yiwen Ding
    ,
    Wenxiang Chen
    ,
    Boyang Hong
    ,
    Honglin Guo
    ,
    Junzhe Wang
    ,
    Xin Guo
    ,
    Dingwen Yang
    ,
    Chenyang Liao
    ,
    Wei He
    ,
    Songyang Gao
    ,
    Lu Chen
    ,
    Rui Zheng
    ,
    Yicheng Zou
    ,
    Tao Gui
    ,
    Qi Zhang
    ,
    Xipeng Qiu
    , Xuanjing Huang,
    Zuxuan Wu
    ,
    Yu-Gang Jiang
  29. AgentSense: Benchmarking Social Intelligence of Language Agents through Interactive Scenarios
    NAACL 2025 ·
    Xinyi Mou
    ,
    Jingcong Liang
    ,
    Jiayu Lin
    ,
    Xinnong Zhang
    ,
    Xiawei Liu
    ,
    Shiyue Yang
    ,
    Rong Ye
    ,
    Lei Chen
    ,
    Haoyu Kuang
    , Xuanjing Huang,
    Zhongyu Wei
  30. Alleviating Shifted Distribution in Human Preference Alignment through Meta-Learning
    AAAI 2025 ·
    Shihan Dou
    ,
    Yan Liu
    ,
    Enyu Zhou
    ,
    Songyang Gao
    ,
    Tianlong Li
    ,
    Limao Xiong
    ,
    Xin Zhao
    ,
    Haoxiang Jia
    ,
    Junjie Ye
    ,
    Rui Zheng
    ,
    Tao Gui
    ,
    Qi Zhang
    , Xuanjing Huang
  31. Analyzing the Effects of Supervised Fine-Tuning on Model Knowledge from Token and Parameter Levels
    EMNLP 2025 ·
    Junjie Ye
    ,
    Yuming Yang
    ,
    Yang Nan
    ,
    Shuo Li
    ,
    Qi Zhang
    ,
    Tao Gui
    , Xuanjing Huang,
    Peng Wang
    ,
    Zhongchao Shi
    ,
    Jianping Fan
  32. BMMR: A Large-Scale Bilingual Multimodal Multi-Discipline Reasoning Dataset
    NeurIPS 2025 ·
    Zhiheng Xi
    ,
    Guanyu Li
    ,
    Yutao Fan
    ,
    Honglin Guo
    ,
    Yufang Liu
    ,
    Xiaoran Fan
    ,
    Jiaqi Liu
    ,
    Jingchao Ding
    ,
    Wangmeng Zuo
    ,
    Zhenfei Yin
    ,
    Lei Bai
    ,
    Tao Ji
    ,
    Tao Gui
    ,
    Qi Zhang
    , Xuanjing Huang
  33. Better Process Supervision with Bi-directional Rewarding Signals
    ACL 2025 ·
    Wenxiang Chen
    ,
    Wei He
    ,
    Zhiheng Xi
    ,
    Honglin Guo
    ,
    Boyang Hong
    ,
    Jiazheng Zhang
    ,
    Nijun Li
    ,
    Tao Gui
    ,
    Yun Li
    ,
    Qi Zhang
    , Xuanjing Huang
  34. COSEE: Consistency-Oriented Signal-Based Early Exiting via Calibrated Sample Weighting Mechanism
    AAAI 2025 ·
    Jianing He
    ,
    Qi Zhang
    ,
    Hongyun Zhang
    , Xuanjing Huang,
    Usman Naseem
    ,
    Duoqian Miao
  35. Dendritic Localized Learning: Toward Biologically Plausible Algorithm
    ICML 2025 ·
    Changze Lv
    ,
    Jingwen Xu
    ,
    Yiyang Lu
    ,
    Xiaohua Wang
    ,
    Zhenghua Wang
    ,
    Zhibo Xu
    ,
    Di Yu
    ,
    Xin Du
    ,
    Xiaoqing Zheng
    , Xuanjing Huang
  36. Distill Visual Chart Reasoning Ability from LLMs to MLLMs
    EMNLP 2025 ·
    Wei He
    ,
    Zhiheng Xi
    ,
    Wanxu Zhao
    ,
    Xiaoran Fan
    ,
    Yiwen Ding
    ,
    Zifei Shan
    ,
    Tao Gui
    ,
    Qi Zhang
    , Xuanjing Huang
  37. Domain-RAG: Retrieval-Guided Compositional Image Generation for Cross-Domain Few-Shot Object Detection
    NeurIPS 2025 ·
    Yu Li
    ,
    Xingyu Qiu
    ,
    Yuqian Fu
    ,
    Jie Chen
    ,
    Tianwen Qian
    ,
    Xu Zheng
    ,
    Danda Pani Paudel
    ,
    Yanwei Fu
    , Xuanjing Huang,
    Luc Van Gool
    ,
    Yu-Gang Jiang
  38. Dynamic and Generalizable Process Reward Modeling
    ACL 2025 ·
    Zhangyue Yin
    ,
    Qiushi Sun
    ,
    Zhiyuan Zeng
    ,
    Qinyuan Cheng
    ,
    Xipeng Qiu
    , Xuanjing Huang
  39. EcoLANG: Efficient and Effective Agent Communication Language Induction for Social Simulation
    EMNLP 2025 ·
    Xinyi Mou
    ,
    Chen Qian
    ,
    Wei Liu
    ,
    Ling Yan
    ,
    Yao Hu
    , Xuanjing Huang,
    Zhongyu Wei
  40. Enhancing Model Privacy in Federated Learning with Random Masking and Quantization
    EMNLP 2025 ·
    Zhibo Xu
    ,
    Jianhao Zhu
    ,
    Jingwen Xu
    ,
    Changze Lv
    ,
    Zhenghua Wang
    ,
    Zisu Huang
    ,
    Xiaohua Wang
    ,
    Muling Wu
    ,
    Qi Qian
    ,
    Xiaoqing Zheng
    , Xuanjing Huang
  41. Error Classification of Large Language Models on Math Word Problems: A Dynamically Adaptive Framework
    EMNLP 2025 ·
    Zhangyue Yin
    ,
    Yuhong Sun
    , Xuanjing Huang,
    Xipeng Qiu
    ,
    Hui Zhao
  42. EvaLearn: Quantifying the Learning Capability and Efficiency of LLMs via Sequential Problem Solving
    NeurIPS 2025 ·
    Shihan Dou
    ,
    Ming Zhang
    ,
    Chenhao Huang
    ,
    Jiayi Chen
    ,
    Feng Chen
    ,
    Shichun Liu
    ,
    Yan Liu
    ,
    Chenxiao Liu
    ,
    Cheng Zhong
    ,
    Zongzhang Zhang
    ,
    Tao Gui
    ,
    Chao Xin
    ,
    Wei Chengzhi
    ,
    Lin Yan
    ,
    Qi Zhang
    , Xuanjing Huang
  43. EvoWiki: Evaluating LLMs on Evolving Knowledge
    ACL 2025 ·
    Wei Tang
    ,
    Yixin Cao
    ,
    Yang Deng
    ,
    Jiahao Ying
    ,
    Bo Wang
    ,
    Yizhe Yang
    ,
    Yuyue Zhao
    ,
    Qi Zhang
    , Xuanjing Huang,
    Yu-Gang Jiang
    ,
    Yong Liao
  44. Governance in Motion: Co-evolution of Constitutions and AI models for Scalable Safety
    EMNLP 2025 ·
    Chenhao Huang
    ,
    Ziyu Shen
    ,
    Yicong Ren
    ,
    Huiyuan Zheng
    ,
    Jiazheng Zhang
    ,
    Mingxu Chai
    ,
    Ming Zhang
    ,
    Shihan Dou
    ,
    Fan Mo
    ,
    Jie Shi
    ,
    Tao Gui
    ,
    Qi Zhang
    , Xuanjing Huang
  45. HAF-RM: A Hybrid Alignment Framework for Reward Model Training
    ACL 2025 ·
    Shujun Liu
    ,
    Xiaoyu Shen
    ,
    Yuhang Lai
    ,
    Siyuan Wang
    ,
    Shengbin Yue
    ,
    Zengfeng Huang
    , Xuanjing Huang,
    Zhongyu Wei
  46. Have the VLMs Lost Confidence? A Study of Sycophancy in VLMs
    ICLR 2025 ·
    Shuo Li
    ,
    Tao Ji
    ,
    Xiaoran Fan
    ,
    Linsheng Lu
    ,
    Leyi Yang
    ,
    Yuming Yang
    ,
    Zhiheng Xi
    ,
    Rui Zheng
    ,
    Yuran Wang
    ,
    Xiaohui Zhao
    ,
    Tao Gui
    ,
    Qi Zhang
    , Xuanjing Huang
  47. Improving Continual Pre-training Through Seamless Data Packing
    ACL 2025 ·
    Ruicheng Yin
    ,
    Xuan Gao
    ,
    Changze Lv
    ,
    Xiaohua Wang
    ,
    Xiaoqing Zheng
    , Xuanjing Huang
  48. LLMEval-Med: A Real-world Clinical Benchmark for Medical LLMs with Physician Validation
    EMNLP 2025 ·
    Ming Zhang
    ,
    Yujiong Shen
    ,
    Zelin Li
    ,
    Huayu Sha
    ,
    Binze Hu
    ,
    Yuhui Wang
    ,
    Chenhao Huang
    ,
    Shichun Liu
    ,
    Jingqi Tong
    ,
    Changhao Jiang
    ,
    Mingxu Chai
    ,
    Zhiheng Xi
    ,
    Shihan Dou
    ,
    Tao Gui
    ,
    Qi Zhang
    , Xuanjing Huang
  49. LoRACoE: Improving Large Language Model via Composition-based LoRA Expert
    EMNLP 2025 ·
    Guanyu Li
    ,
    Zhiheng Xi
    ,
    Zhihao Zhang
    ,
    Boyang Hong
    ,
    Tao Gui
    ,
    Qi Zhang
    , Xuanjing Huang
  50. Lost in the Context: Insufficient and Distracted Attention to Contexts in Preference Modeling
    ACL 2025 ·
    Shihan Dou
    ,
    Jiayi Chen
    ,
    Chenhao Huang
    ,
    Feng Chen
    ,
    Wei Chengzhi
    ,
    Huiyuan Zheng
    ,
    Shichun Liu
    ,
    Yan Liu
    ,
    Chenxiao Liu
    ,
    Chao Xin
    ,
    Lin Yan
    ,
    Zongzhang Zhang
    ,
    Tao Gui
    ,
    Qi Zhang
    , Xuanjing Huang
  51. Measuring Data Diversity for Instruction Tuning: A Systematic Analysis and A Reliable Metric
    ACL 2025 ·
    Yuming Yang
    ,
    Yang Nan
    ,
    Junjie Ye
    ,
    Shihan Dou
    ,
    Xiao Wang
    ,
    Shuo Li
    ,
    Huijie Lv
    ,
    Tao Gui
    ,
    Qi Zhang
    , Xuanjing Huang
  52. Mitigating Object Hallucinations in MLLMs via Multi-Frequency Perturbations
    EMNLP 2025 ·
    Shuo Li
    ,
    Jiajun Sun
    ,
    Guodong Zheng
    ,
    Xiaoran Fan
    ,
    Yujiong Shen
    ,
    Yi Lu
    ,
    Zhiheng Xi
    ,
    Yuming Yang
    ,
    Wenming Tan
    ,
    Tao Ji
    ,
    Tao Gui
    ,
    Qi Zhang
    , Xuanjing Huang
  53. Mitigating Tail Narrowing in LLM Self-Improvement via Socratic-Guided Sampling
    NAACL 2025 ·
    Yiwen Ding
    ,
    Zhiheng Xi
    ,
    Wei He
    ,
    Lizhuoyuan Lizhuoyuan
    ,
    Yitao Zhai
    ,
    Shi Xiaowei
    ,
    Xunliang Cai
    ,
    Tao Gui
    ,
    Qi Zhang
    , Xuanjing Huang
  54. Multi-Agent Simulator Drives Language Models for Legal Intensive Interaction
    NAACL 2025 ·
    ShengbinYue ShengbinYue
    ,
    Ting Huang
    ,
    Zheng Jia
    ,
    Siyuan Wang
    ,
    Shujun Liu
    ,
    Yun Song
    , Xuanjing Huang,
    Zhongyu Wei
  55. Multi-Programming Language Sandbox for LLMs
    ACL 2025 ·
    Shihan Dou
    ,
    Jiazheng Zhang
    ,
    Jianxiang Zang
    ,
    Yunbo Tao
    ,
    Weikang Zhou
    ,
    Haoxiang Jia
    ,
    Shichun Liu
    ,
    Yuming Yang
    ,
    Shenxi Wu
    ,
    Zhiheng Xi
    ,
    Muling Wu
    ,
    Rui Zheng
    ,
    Changze Lv
    ,
    Limao Xiong
    ,
    Shaoqing Zhang
    ,
    Lin Zhang
    ,
    Wenyu Zhan
    ,
    Rongxiang Weng
    ,
    Jingang Wang
    ,
    Xunliang Cai
    ,
    Yueming Wu
    ,
    Ming Wen
    ,
    Yixin Cao
    ,
    Tao Gui
    ,
    Xipeng Qiu
    ,
    Qi Zhang
    , Xuanjing Huang
  56. ObjectRelator: Enabling Cross-View Object Relation Understanding Across Ego-Centric and Exo-Centric Perspectives
    ICCV 2025 ·
    Yuqian Fu
    ,
    Runze Wang
    ,
    Bin Ren
    ,
    Guolei Sun
    ,
    Biao Gong
    ,
    Yanwei Fu
    ,
    Danda Pani Paudel
    , Xuanjing Huang,
    Luc Van Gool
  57. PFDial: A Structured Dialogue Instruction Fine-tuning Method Based on UML Flowcharts
    ACL 2025 ·
    Ming Zhang
    ,
    Yuhui Wang
    ,
    Yujiong Shen
    ,
    Tingyi Yang
    ,
    Changhao Jiang
    ,
    Yilong Wu
    ,
    Shihan Dou
    ,
    Qinhao Chen
    ,
    Zhiheng Xi
    ,
    Zhihao Zhang
    ,
    Yi Dong
    ,
    Zhen Wang
    ,
    Zhihui Fei
    ,
    Mingyang Wan
    ,
    Tao Liang
    ,
    Guojun Ma
    ,
    Qi Zhang
    ,
    Tao Gui
    , Xuanjing Huang
  58. Parrot: A Training Pipeline Enhances Both Program CoT and Natural Language CoT for Reasoning
    EMNLP 2025 ·
    Senjie Jin
    ,
    Lu Chen
    ,
    Zhiheng Xi
    ,
    Yuhui Wang
    ,
    Sirui Song
    ,
    Yuhao Zhou
    ,
    Xinbo Zhang
    ,
    Peng Sun
    ,
    Hong Lu
    ,
    Tao Gui
    ,
    Qi Zhang
    , Xuanjing Huang
  59. Pre-Trained Policy Discriminators are General Reward Models
    NeurIPS 2025 ·
    Shihan Dou
    ,
    Shichun Liu
    ,
    Yuming Yang
    ,
    Yicheng Zou
    ,
    Yunhua Zhou
    ,
    Shuhao Xing
    ,
    Chenhao Huang
    ,
    Qiming Ge
    ,
    Haijun Lv
    ,
    Demin Song
    ,
    Songyang Gao
    ,
    Chengqi Lyu
    ,
    Enyu Zhou
    ,
    Honglin Guo
    ,
    Zhiheng Xi
    ,
    Qipeng Guo
    ,
    Wenwei Zhang
    ,
    Tao Gui
    ,
    Qi Zhang
    ,
    Xipeng Qiu
    , Xuanjing Huang,
    Kai Chen
  60. Prior-Fitted Networks Scale to Larger Datasets When Treated as Weak Learners
    AISTATS 2025 ·
    Yuxin Wang
    ,
    Botian Jiang
    ,
    Yiran Guo
    ,
    Quan Gan
    ,
    David Wipf
    , Xuanjing Huang,
    Xipeng Qiu
  61. RIVAL: Reinforcement Learning with Iterative and Adversarial Optimization for Machine Translation
    EMNLP 2025 ·
    Tianjiao Li
    ,
    Mengran Yu
    ,
    Chenyu Shi
    ,
    Yanjun Zhao
    ,
    Xiaojing Liu
    ,
    Qi Zhang
    , Xuanjing Huang,
    Qiang Zhang
    ,
    Jiayin Wang
  62. RMB: Comprehensively benchmarking reward models in LLM alignment
    ICLR 2025 ·
    Enyu Zhou
    ,
    Guodong Zheng
    ,
    Binghai Wang
    ,
    Zhiheng Xi
    ,
    Shihan Dou
    ,
    Rong Bao
    ,
    Wei Shen
    ,
    Limao Xiong
    ,
    Jessica Fan
    ,
    Yurong Mou
    ,
    Rui Zheng
    ,
    Tao Gui
    ,
    Qi Zhang
    , Xuanjing Huang
  63. SATER: A Self-Aware and Token-Efficient Approach to Routing and Cascading
    EMNLP 2025 ·
    Yuanzhe Shen
    ,
    Yide Liu
    ,
    Zisu Huang
    ,
    Ruicheng Yin
    ,
    Xiaoqing Zheng
    , Xuanjing Huang
  64. SFMSS: Service Flow aware Medical Scenario Simulation for Conversational Data Generation
    NAACL 2025 ·
    Zhijie Bao
    ,
    Qingyun Liu
    , Xuanjing Huang,
    Zhongyu Wei
  65. SPA-VL: A Comprehensive Safety Preference Alignment Dataset for Vision Language Models
    CVPR 2025 ·
    Yongting Zhang
    ,
    Lu Chen
    ,
    Guodong Zheng
    ,
    Yifeng Gao
    ,
    Rui Zheng
    ,
    Jinlan Fu
    ,
    Zhenfei Yin
    ,
    Senjie Jin
    ,
    Yu Qiao
    , Xuanjing Huang,
    Feng Zhao
    ,
    Tao Gui
    ,
    Jing Shao
  66. Safe Inputs but Unsafe Output: Benchmarking Cross-modality Safety Alignment of Large Vision-Language Models
    NAACL 2025 ·
    Siyin Wang
    ,
    Xingsong Ye
    ,
    Qinyuan Cheng
    ,
    Junwen Duan
    ,
    Shimin Li
    ,
    Jinlan Fu
    ,
    Xipeng Qiu
    , Xuanjing Huang
  67. Synergistic Multi-Agent Framework with Trajectory Learning for Knowledge-Intensive Tasks
    AAAI 2025 ·
    Shengbin Yue
    ,
    Siyuan Wang
    ,
    Wei Chen
    , Xuanjing Huang,
    Zhongyu Wei
  68. TL-Training: A Task-Feature-Based Framework for Training Large Language Models in Tool Use
    EMNLP 2025 ·
    Junjie Ye
    ,
    Yilong Wu
    ,
    Sixian Li
    ,
    Yuming Yang
    ,
    Zhiheng Xi
    ,
    Tao Gui
    ,
    Qi Zhang
    , Xuanjing Huang,
    Peng Wang
    ,
    Zhongchao Shi
    ,
    Jianping Fan
    ,
    Zhengyin Du
  69. Tell Me What You Don't Know: Enhancing Refusal Capabilities of Role-Playing Agents via Representation Space Analysis and Editing
    ACL 2025 ·
    Wenhao Liu
    ,
    Siyu An
    ,
    Junru Lu
    ,
    Muling Wu
    ,
    Tianlong Li
    ,
    Xiaohua Wang
    ,
    Changze Lv
    ,
    Xiaoqing Zheng
    ,
    Di Yin
    ,
    Xing Sun
    , Xuanjing Huang
  70. ToolHop: A Query-Driven Benchmark for Evaluating Large Language Models in Multi-Hop Tool Use
    ACL 2025 ·
    Junjie Ye
    ,
    Zhengyin Du
    ,
    Xuesong Yao
    ,
    Weijian Lin
    ,
    Yufei Xu
    ,
    Zehui Chen
    ,
    Zaiyuan Wang
    ,
    Sining Zhu
    ,
    Zhiheng Xi
    ,
    Siyu Yuan
    ,
    Tao Gui
    ,
    Qi Zhang
    , Xuanjing Huang,
    Jiecao Chen
  71. Toward Optimal LLM Alignments Using Two-Player Games
    EMNLP 2025 ·
    Rui Zheng
    ,
    Hongyi Guo
    ,
    Zhihan Liu
    ,
    Xiaoying Zhang
    ,
    Yuanshun Yao
    ,
    Xiaojun Xu
    ,
    Zhaoran Wang
    ,
    Zhiheng Xi
    ,
    Tao Gui
    ,
    Qi Zhang
    , Xuanjing Huang,
    Yang Liu
    ,
    Hang Li
  72. Toward Relative Positional Encoding in Spiking Transformers
    NeurIPS 2025 ·
    Changze Lv
    ,
    Yansen Wang
    ,
    Dongqi Han
    ,
    Yifei Shen
    ,
    Xiaoqing Zheng
    , Xuanjing Huang,
    Dongsheng Li
  73. TripTailor: A Real-World Benchmark for Personalized Travel Planning
    ACL 2025 ·
    Kaimin Wang
    ,
    Yuanzhe Shen
    ,
    Changze Lv
    ,
    Xiaoqing Zheng
    , Xuanjing Huang
  74. UPLex: Fine-Grained Personality Control in Large Language Models via Unsupervised Lexical Modulation
    EMNLP 2025 ·
    Tianlong Li
    ,
    Wenhao Liu
    ,
    Muling Wu
    ,
    Shihan Dou
    ,
    Zhenghua Wang
    ,
    Changze Lv
    ,
    Xiaohua Wang
    ,
    Xiaoqing Zheng
    , Xuanjing Huang
  75. Understanding Parametric and Contextual Knowledge Reconciliation within Large Language Models
    NeurIPS 2025 ·
    Jun Zhao
    ,
    Yongzhuo Yang
    ,
    Xiang Hu
    ,
    Jingqi Tong
    ,
    Yi Lu
    ,
    Wei Wu
    ,
    Tao Gui
    ,
    Qi Zhang
    , Xuanjing Huang
  76. VLSBench: Unveiling Visual Leakage in Multimodal Safety
    ACL 2025 ·
    Xuhao Hu
    ,
    Dongrui Liu
    ,
    Hao Li
    , Xuanjing Huang,
    Jing Shao
  77. VehicleWorld: A Highly Integrated Multi-Device Environment for Intelligent Vehicle Interaction
    EMNLP 2025 ·
    Jie Yang
    ,
    Jiajun Chen
    ,
    Zhangyue Yin
    ,
    Shuo Chen
    ,
    Yuxin Wang
    ,
    Yiran Guo
    ,
    Yuan Li
    ,
    Yining Zheng
    , Xuanjing Huang,
    Xipeng Qiu
  78. VoCoT: Unleashing Visually Grounded Multi-Step Reasoning in Large Multi-Modal Models
    NAACL 2025 ·
    Zejun Li
    ,
    Ruipu Luo
    ,
    Jiwen Zhang
    ,
    Minghui Qiu
    , Xuanjing Huang,
    Zhongyu Wei
  79. ALaRM: Align Language Models via Hierarchical Rewards Modeling
    ACL 2024 ·
    Yuhang Lai
    ,
    Siyuan Wang
    ,
    Shujun Liu
    , Xuanjing Huang,
    Zhongyu Wei
  80. Advancing Parameter Efficiency in Fine-tuning via Representation Editing
    ACL 2024 ·
    Muling Wu
    ,
    Wenhao Liu
    ,
    Xiaohua Wang
    ,
    Tianlong Li
    ,
    Changze Lv
    ,
    Zixuan Ling
    ,
    Jianhao Zhu
    ,
    Cenyuan Zhang
    ,
    Xiaoqing Zheng
    , Xuanjing Huang
  81. Advancing Spiking Neural Networks for Sequential Modeling with Central Pattern Generators
    NeurIPS 2024 ·
    Changze Lv
    ,
    Dongqi Han
    ,
    Yansen Wang
    ,
    Xiaoqing Zheng
    , Xuanjing Huang,
    Dongsheng Li
  82. Aligning Large Language Models with Human Preferences through Representation Engineering
    ACL 2024 ·
    Wenhao Liu
    ,
    Xiaohua Wang
    ,
    Muling Wu
    ,
    Tianlong Li
    ,
    Changze Lv
    ,
    Zixuan Ling
    ,
    Jianhao Zhu
    ,
    Cenyuan Zhang
    ,
    Xiaoqing Zheng
    , Xuanjing Huang
  83. Automating Dataset Updates Towards Reliable and Timely Evaluation of Large Language Models
    NeurIPS 2024 ·
    Jiahao Ying
    ,
    Yixin Cao
    ,
    Yushi Bai
    ,
    Qianru Sun
    ,
    Bo Wang
    ,
    Wei Tang
    ,
    Zhaojun Ding
    ,
    Yizhe Yang
    , Xuanjing Huang,
    Shuicheng Yan
  84. Debatrix: Multi-dimensional Debate Judge with Iterative Chronological Analysis Based on LLM
    ACL 2024 ·
    Jingcong Liang
    ,
    Rong Ye
    ,
    Meng Han
    ,
    Ruofei Lai
    ,
    Xinyu Zhang
    , Xuanjing Huang,
    Zhongyu Wei
  85. Efficient and Effective Time-Series Forecasting with Spiking Neural Networks
    ICML 2024 ·
    Changze Lv
    ,
    Yansen Wang
    ,
    Dongqi Han
    ,
    Xiaoqing Zheng
    , Xuanjing Huang,
    Dongsheng Li
  86. EmbSpatial-Bench: Benchmarking Spatial Understanding for Embodied Tasks with Large Vision-Language Models
    ACL 2024 ·
    Mengfei Du
    ,
    Binhao Wu
    ,
    Zejun Li
    , Xuanjing Huang,
    Zhongyu Wei
  87. Enhancing Contrastive Learning with Noise-Guided Attack: Towards Continual Relation Extraction in the Wild
    ACL 2024 ·
    Ting Wu
    ,
    Jingyi Liu
    ,
    Rui Zheng
    ,
    Tao Gui
    ,
    Qi Zhang
    , Xuanjing Huang
  88. Explicit Memory Learning with Expectation Maximization
    EMNLP 2024 ·
    Zhangyue Yin
    ,
    Qiushi Sun
    ,
    Qipeng Guo
    ,
    Zhiyuan Zeng
    ,
    Qinyuan Cheng
    ,
    Xipeng Qiu
    , Xuanjing Huang
  89. Exploring the Compositional Deficiency of Large Language Models in Mathematical Reasoning Through Trap Problems
    EMNLP 2024 ·
    Jun Zhao
    ,
    Jingqi Tong
    ,
    Yurong Mou
    ,
    Ming Zhang
    ,
    Qi Zhang
    , Xuanjing Huang
  90. F-Eval: Asssessing Fundamental Abilities with Refined Evaluation Methods
    ACL 2024 ·
    Yu Sun
    ,
    Keyuchen Keyuchen
    ,
    Shujie Wang
    ,
    Peiji Li
    ,
    Qipeng Guo
    ,
    Hang Yan
    ,
    Xipeng Qiu
    , Xuanjing Huang,
    Dahua Lin
  91. Improving Discriminative Capability of Reward Models in RLHF Using Contrastive Learning
    EMNLP 2024 ·
    Lu Chen
    ,
    Rui Zheng
    ,
    Binghai Wang
    ,
    Senjie Jin
    ,
    Caishuang Huang
    ,
    Junjie Ye
    ,
    Zhihao Zhang
    ,
    Yuhao Zhou
    ,
    Zhiheng Xi
    ,
    Tao Gui
    ,
    Qi Zhang
    , Xuanjing Huang
  92. Improving Generalization of Alignment with Human Preferences through Group Invariant Learning
    ICLR 2024 ·
    Rui Zheng
    ,
    Wei Shen
    ,
    Yuan Hua
    ,
    Wenbin Lai
    ,
    Shihan Dou
    ,
    Yuhao Zhou
    ,
    Zhiheng Xi
    ,
    Xiao Wang
    ,
    Haoran Huang
    ,
    Tao Gui
    ,
    Qi Zhang
    , Xuanjing Huang
  93. Infer Induced Sentiment of Comment Response to Video: A New Task, Dataset and Baseline
    NeurIPS 2024 ·
    Qi Jia
    ,
    Baoyu Fan
    ,
    Cong Xu
    ,
    Lu Liu
    ,
    Liang Jin
    ,
    Guoguang Du
    ,
    Zhenhua Guo
    ,
    Yaqian Zhao
    , Xuanjing Huang,
    Rengang Li
  94. Inference-Time Decontamination: Reusing Leaked Benchmarks for Large Language Model Evaluation
    EMNLP 2024 ·
    Qin Zhu
    ,
    Qinyuan Cheng
    ,
    Runyu Peng
    ,
    Xiaonan Li
    ,
    Ru Peng
    ,
    Tengxiao Liu
    ,
    Xipeng Qiu
    , Xuanjing Huang
  95. Inverse-Q*: Token Level Reinforcement Learning for Aligning Large Language Models Without Preference Data
    EMNLP 2024 ·
    Han Xia
    ,
    Songyang Gao
    ,
    Qiming Ge
    ,
    Zhiheng Xi
    ,
    Qi Zhang
    , Xuanjing Huang
  96. LLM can Achieve Self-Regulation via Hyperparameter Aware Generation
    ACL 2024 ·
    Siyin Wang
    ,
    Shimin Li
    ,
    Tianxiang Sun
    ,
    Jinlan Fu
    ,
    Qinyuan Cheng
    ,
    Jiasheng Ye
    ,
    Junjie Ye
    ,
    Xipeng Qiu
    , Xuanjing Huang
  97. LLMEval: A Preliminary Study on How to Evaluate Large Language Models
    AAAI 2024 ·
    Yue Zhang
    ,
    Ming Zhang
    ,
    Haipeng Yuan
    ,
    Shichun Liu
    ,
    Yongyao Shi
    ,
    Tao Gui
    ,
    Qi Zhang
    , Xuanjing Huang
  98. LLMs-as-Instructors: Learning from Errors Toward Automating Model Improvement
    EMNLP 2024 ·
    Jiahao Ying
    ,
    Mingbao Lin
    ,
    Yixin Cao
    ,
    Wei Tang
    ,
    Bo Wang
    ,
    Qianru Sun
    , Xuanjing Huang,
    Shuicheng Yan
  99. LONGAGENT: Achieving Question Answering for 128k-Token-Long Documents through Multi-Agent Collaboration
    EMNLP 2024 ·
    Jun Zhao
    ,
    Can Zu
    ,
    Xu Hao
    ,
    Yi Lu
    ,
    Wei He
    ,
    Yiwen Ding
    ,
    Tao Gui
    ,
    Qi Zhang
    , Xuanjing Huang
  100. Length Generalization of Causal Transformers without Position Encoding
    ACL 2024 ·
    Jie Wang
    ,
    Tao Ji
    ,
    Yuanbin Wu
    ,
    Hang Yan
    ,
    Tao Gui
    ,
    Qi Zhang
    , Xuanjing Huang,
    Xiaoling Wang
  101. LoRAMoE: Alleviating World Knowledge Forgetting in Large Language Models via MoE-Style Plugin
    ACL 2024 ·
    Shihan Dou
    ,
    Enyu Zhou
    ,
    Yan Liu
    ,
    Songyang Gao
    ,
    Wei Shen
    ,
    Limao Xiong
    ,
    Yuhao Zhou
    ,
    Xiao Wang
    ,
    Zhiheng Xi
    ,
    Xiaoran Fan
    ,
    Shiliang Pu
    ,
    Jiang Zhu
    ,
    Rui Zheng
    ,
    Tao Gui
    ,
    Qi Zhang
    , Xuanjing Huang
  102. LongHeads: Multi-Head Attention is Secretly a Long Context Processor
    EMNLP 2024 ·
    Yi Lu
    ,
    Xin Zhou
    ,
    Wei He
    ,
    Jun Zhao
    ,
    Tao Ji
    ,
    Tao Gui
    ,
    Qi Zhang
    , Xuanjing Huang
  103. Making Harmful Behaviors Unlearnable for Large Language Models
    ACL 2024 ·
    Xin Zhou
    ,
    Yi Lu
    ,
    Ruotian Ma
    ,
    Yujian Wei
    ,
    Tao Gui
    ,
    Qi Zhang
    , Xuanjing Huang
  104. Navigating the OverKill in Large Language Models
    ACL 2024 ·
    Chenyu Shi
    ,
    Xiao Wang
    ,
    Qiming Ge
    ,
    Songyang Gao
    ,
    Xianjun Yang
    ,
    Tao Gui
    ,
    Qi Zhang
    , Xuanjing Huang,
    Xun Zhao
    ,
    Dahua Lin
  105. PDF-to-Tree: Parsing PDF Text Blocks into a Tree
    EMNLP 2024 ·
    Yue Zhang
    ,
    Zhihao Zhang
    ,
    Wenbin Lai
    ,
    Chong Zhang
    ,
    Tao Gui
    ,
    Qi Zhang
    , Xuanjing Huang
  106. Promoting Data and Model Privacy in Federated Learning through Quantized LoRA
    EMNLP 2024 ·
    Jianhao Zhu
    ,
    Changze Lv
    ,
    Xiaohua Wang
    ,
    Muling Wu
    ,
    Wenhao Liu
    ,
    Tianlong Li
    ,
    Zixuan Ling
    ,
    Cenyuan Zhang
    ,
    Xiaoqing Zheng
    , Xuanjing Huang
  107. ReForm-Eval: Evaluating Large Vision Language Models via Unified Re-Formulation of Task-Oriented Benchmarks
    ACM MM 2024 ·
    Zejun Li
    ,
    Ye Wang
    ,
    Mengfei Du
    ,
    Qingwen Liu
    ,
    Binhao Wu
    ,
    Jiwen Zhang
    ,
    Chengxing Zhou
    ,
    Zhihao Fan
    ,
    Jie Fu
    ,
    Jingjing Chen
    ,
    Zhongyu Wei
    , Xuanjing Huang
  108. Reasoning in Flux: Enhancing Large Language Models Reasoning through Uncertainty-aware Adaptive Guidance
    ACL 2024 ·
    Zhangyue Yin
    ,
    Qiushi Sun
    ,
    Qipeng Guo
    ,
    Zhiyuan Zeng
    ,
    Xiaonan Li
    ,
    Junqi Dai
    ,
    Qinyuan Cheng
    , Xuanjing Huang,
    Xipeng Qiu
  109. Reward Modeling Requires Automatic Adjustment Based on Data Quality
    EMNLP 2024 ·
    Binghai Wang
    ,
    Rui Zheng
    ,
    Lu Chen
    ,
    Zhiheng Xi
    ,
    Wei Shen
    ,
    Yuhao Zhou
    ,
    Dong Yan
    ,
    Tao Gui
    ,
    Qi Zhang
    , Xuanjing Huang
  110. RoTBench: A Multi-Level Benchmark for Evaluating the Robustness of Large Language Models in Tool Learning
    EMNLP 2024 ·
    Junjie Ye
    ,
    Yilong Wu
    ,
    Songyang Gao
    ,
    Caishuang Huang
    ,
    Sixian Li
    ,
    Guanyu Li
    ,
    Xiaoran Fan
    ,
    Qi Zhang
    ,
    Tao Gui
    , Xuanjing Huang
  111. Scaling Laws for Fact Memorization of Large Language Models
    EMNLP 2024 ·
    Xingyu Lu
    ,
    Xiaonan Li
    ,
    Qinyuan Cheng
    ,
    Kai Ding
    , Xuanjing Huang,
    Xipeng Qiu
  112. Searching for Best Practices in Retrieval-Augmented Generation
    EMNLP 2024 ·
    Xiaohua Wang
    ,
    Zhenghua Wang
    ,
    Xuan Gao
    ,
    Feiran Zhang
    ,
    Yixin Wu
    ,
    Zhibo Xu
    ,
    Tianyuan Shi
    ,
    Zhengyuan Wang
    ,
    Shizheng Li
    ,
    Qi Qian
    ,
    Ruicheng Yin
    ,
    Changze Lv
    ,
    Xiaoqing Zheng
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  113. Self-Demos: Eliciting Out-of-Demonstration Generalizability in Large Language Models
    NAACL 2024 ·
    Wei He
    ,
    Shichun Liu
    ,
    Jun Zhao
    ,
    Yiwen Ding
    ,
    Yi Lu
    ,
    Zhiheng Xi
    ,
    Tao Gui
    ,
    Qi Zhang
    , Xuanjing Huang
  114. SoMeLVLM: A Large Vision Language Model for Social Media Processing
    ACL 2024 ·
    Xinnong Zhang
    ,
    Haoyu Kuang
    ,
    Xinyi Mou
    ,
    Hanjia Lyu
    ,
    Kun Wu
    ,
    Siming Chen
    ,
    Jiebo Luo
    , Xuanjing Huang,
    Zhongyu Wei
  115. StepCoder: Improving Code Generation with Reinforcement Learning from Compiler Feedback
    ACL 2024 ·
    Shihan Dou
    ,
    Yan Liu
    ,
    Haoxiang Jia
    ,
    Enyu Zhou
    ,
    Limao Xiong
    ,
    Junjie Shan
    ,
    Caishuang Huang
    ,
    Xiao Wang
    ,
    Xiaoran Fan
    ,
    Zhiheng Xi
    ,
    Yuhao Zhou
    ,
    Tao Ji
    ,
    Rui Zheng
    ,
    Qi Zhang
    ,
    Tao Gui
    , Xuanjing Huang
  116. ToolSword: Unveiling Safety Issues of Large Language Models in Tool Learning Across Three Stages
    ACL 2024 ·
    Junjie Ye
    ,
    Sixian Li
    ,
    Guanyu Li
    ,
    Caishuang Huang
    ,
    Songyang Gao
    ,
    Yilong Wu
    ,
    Qi Zhang
    ,
    Tao Gui
    , Xuanjing Huang
  117. Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning
    ICML 2024 ·
    Zhiheng Xi
    ,
    Wenxiang Chen
    ,
    Boyang Hong
    ,
    Senjie Jin
    ,
    Rui Zheng
    ,
    Wei He
    ,
    Yiwen Ding
    ,
    Shichun Liu
    ,
    Xin Guo
    ,
    Junzhe Wang
    ,
    Honglin Guo
    ,
    Wei Shen
    ,
    Xiaoran Fan
    ,
    Yuhao Zhou
    ,
    Shihan Dou
    ,
    Xiao Wang
    ,
    Xinbo Zhang
    ,
    Peng Sun
    ,
    Tao Gui
    ,
    Qi Zhang
    , Xuanjing Huang
  118. TransferTOD: A Generalizable Chinese Multi-Domain Task-Oriented Dialogue System with Transfer Capabilities
    EMNLP 2024 ·
    Ming Zhang
    ,
    Caishuang Huang
    ,
    Yilong Wu
    ,
    Shichun Liu
    ,
    Huiyuan Zheng
    ,
    Yurui Dong
    ,
    Yujiong Shen
    ,
    Shihan Dou
    ,
    Jun Zhao
    ,
    Junjie Ye
    ,
    Qi Zhang
    ,
    Tao Gui
    , Xuanjing Huang
  119. Unveiling Linguistic Regions in Large Language Models
    ACL 2024 ·
    Zhihao Zhang
    ,
    Jun Zhao
    ,
    Qi Zhang
    ,
    Tao Gui
    , Xuanjing Huang
  120. Unveiling and Consulting Core Experts in Retrieval-Augmented MoE-based LLMs
    EMNLP 2024 ·
    Xin Zhou
    ,
    Ping Nie
    ,
    Yiwen Guo
    ,
    Haojie Wei
    ,
    Zhanqiu Zhang
    ,
    Pasquale Minervini
    ,
    Ruotian Ma
    ,
    Tao Gui
    ,
    Qi Zhang
    , Xuanjing Huang
  121. Unveiling the Truth and Facilitating Change: Towards Agent-based Large-scale Social Movement Simulation
    ACL 2024 ·
    Xinyi Mou
    ,
    Zhongyu Wei
    , Xuanjing Huang