Tao Gui

Fudan University, Shanghai, China

76 papers at tracked venues · 56 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-0059-0210 ↗Google Scholar ↗Homepage ↗

Venues

ACL ×39 EMNLP ×18 AAAI ×5 NeurIPS ×5 ICLR ×3 NAACL ×2 CVPR ×1 ICCV ×1 ICML ×1 WWW ×1

Frequent coauthors

Qi Zhang

×68

Xuanjing Huang

×64

Zhiheng Xi

×41

Shihan Dou

×25

Junjie Ye

×19

Rui Zheng

×18

Shichun Liu

×15

Ming Zhang

×13

Xiaoran Fan

×13

Tao Ji

×12

Honglin Guo

×10

Zhihao Zhang

×10

Papers

ABC-Bench: Benchmarking Agentic Backend Coding in Real-World Development
ACL 2026 ·
Jie Yang
,
Honglin Guo
,
Li Ji
,
Jiazheng Zhou
,
Rui Zheng
,
Zhikai Lei
,
Shuo Zhang
,
Zhiheng Xi
,
Shichun Liu
,
Yuxin Wang
,
Bo Wang
,
Yining Zheng
, Tao Gui,
Xipeng Qiu
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
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
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
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
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
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
Enhancing LLM-based Search Agents via Contribution Weighted Group Relative Policy Optimization
ACL 2026 ·
Junzhe Wang
,
Zhiheng Xi
,
Yajie Yang
,
Hao Luo
,
Shihan Dou
, Tao Gui,
Qi Zhang
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
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
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
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
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
MHA2MLA-VLM: Enabling DeepSeek's Economical Multi-Head Latent Attention Across Vision-Language Models
AAAI 2026 ·
Xiaoran Fan
,
Zhichao Sun
,
Tao Ji
,
Lixing Shen
, Tao Gui
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
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
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
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
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
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
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
What Makes a Good Speech Tokenizer for LLM-Centric Speech Generation? A Systematic Study
AAAI 2026 ·
Xiaoran Fan
,
Zhichao Sun
,
Yangfan Gao
,
Jingfei Xiong
,
Hang Yan
,
Yifei Cao
,
Jiajun Sun
,
Shuo Li
,
Zhihao Zhang
,
Zhiheng Xi
,
Yuhao Zhou
,
Senjie Jin
,
Changhao Jiang
,
Junjie Ye
,
Ming Zhang
,
Rui Zheng
,
Zhenhua Han
,
Yunke Zhang
,
Demei Yan
,
Shaokang Dong
,
Tao Ji
, Tao Gui
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
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
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
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
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
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
CritiQ: Mining Data Quality Criteria from Human Preferences
ACL 2025 ·
Honglin Guo
,
Kai Lv
,
Qipeng Guo
,
Tianyi Liang
,
Zhiheng Xi
,
Demin Song
,
Qiuyinzhe Zhang
,
Yu Sun
,
Kai Chen
,
Xipeng Qiu
, Tao Gui
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
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
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
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
INST-IT: Boosting Instance Understanding via Explicit Visual Prompt Instruction Tuning
NeurIPS 2025 ·
Wujian Peng
,
Lingchen Meng
,
Yitong Chen
,
Yiweng Xie
,
Yang Liu
, Tao Gui,
Hang Xu
,
Xipeng Qiu
,
Zuxuan Wu
,
Yu-Gang Jiang
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
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
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
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
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
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
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
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
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
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
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
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
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
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
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
Towards Economical Inference: Enabling DeepSeek's Multi-Head Latent Attention in Any Transformer-based LLMs
ACL 2025 ·
Tao Ji
,
Bin Guo
,
Yuanbin Wu
,
Qipeng Guo
,
Shenlixing Shenlixing
,
Chenzhan Chenzhan
,
Xipeng Qiu
,
Qi Zhang
, Tao Gui
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
UniPaint: Unified Space-Time Video Inpainting via Mixture-of-Experts
ICCV 2025 ·
Zhen Wan
,
Chenyang Qi
,
Zhiheng Liu
, Tao Gui,
Yue Ma
AnyGPT: Unified Multimodal LLM with Discrete Sequence Modeling
ACL 2024 ·
Jun Zhan
,
Junqi Dai
,
Jiasheng Ye
,
Yunhua Zhou
,
Dong Zhang
,
Zhigeng Liu
,
Xin Zhang
,
Ruibin Yuan
,
Ge Zhang
,
Linyang Li
,
Hang Yan
,
Jie Fu
, Tao Gui,
Tianxiang Sun
,
Yu-Gang Jiang
,
Xipeng Qiu
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
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
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
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
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
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
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
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
Making Harmful Behaviors Unlearnable for Large Language Models
ACL 2024 ·
Xin Zhou
,
Yi Lu
,
Ruotian Ma
,
Yujian Wei
, Tao Gui,
Qi Zhang
,
Xuanjing Huang
Modeling Layout Reading Order as Ordering Relations for Visually-rich Document Understanding
EMNLP 2024 ·
Chong Zhang
,
Yi Tu
,
Yixi Zhao
,
Chenshu Yuan
,
Huan Chen
,
Yue Zhang
,
Mingxu Chai
,
Ya Guo
,
Huijia Zhu
,
Qi Zhang
, Tao Gui
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
P4: Plug-and-Play Discrete Prompting for Large Language Models Personalization
ACL 2024 ·
Yuansen Zhang
,
Xiao Wang
,
Tianze Chen
,
Jiayi Fu
, Tao Gui,
Qi Zhang
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
Rescue: Ranking LLM Responses with Partial Ordering to Improve Response Generation
ACL 2024 ·
Yikun Wang
,
Rui Zheng
,
Haoming Li
,
Qi Zhang
, Tao Gui,
Fei Liu
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
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
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
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
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
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
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
Unveiling Linguistic Regions in Large Language Models
ACL 2024 ·
Zhihao Zhang
,
Jun Zhao
,
Qi Zhang
, Tao Gui,
Xuanjing Huang
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