Shihan Dou

32 papers at tracked venues · 28 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ACL ×18 EMNLP ×4 AAAI ×2 ICLR ×2 ICML ×2 NeurIPS ×2 FSE ×1 USENIX Security ×1

Frequent coauthors

Qi Zhang

×27

Tao Gui

×25

Xuanjing Huang

×25

Zhiheng Xi

×16

Shichun Liu

×12

Ming Zhang

×11

Junjie Ye

×9

Rui Zheng

×9

Enyu Zhou

×7

Changhao Jiang

×6

Yuhao Zhou

×6

Chenhao Huang

×6

Papers

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
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
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
JanusMM: A Benchmark for Self-Deprecation Understanding in Real-World Multimodal Conversations
ACL 2026 ·
Xinyi Xu
,
Bingguang Hao
,
Yongyi Xiong
,
Zimo Chen
,
Xinchen Liu
,
Hongxin Guo
,
Xuelong Wang
,
Silin Zhou
, Shihan Dou
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
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
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
PRISM: Probabilistic Reward Model with Inherent Structural Modeling
ACL 2026 ·
Yuhang Zhou
,
Yixin Cao
,
Yuchen Ni
, Shihan Dou,
Xutian Chen
,
Ge Zhang
,
Xiang Liu
,
Guangnan Ye
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
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
DocFusion: A Unified Framework for Document Parsing Tasks
ACL 2025 ·
Mingxu Chai
,
Ziyu Shen
,
Chong Zhang
,
Yue Zhang
,
Xiao Wang
, Shihan Dou,
Jihua Kang
,
Jiazheng Zhang
,
Qi Zhang
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
Fighting Fire with Fire: Continuous Attack for Adversarial Android Malware Detection
USENIX Security 2025 ·
Yinyuan Zhang
,
Cuiying Gao
,
Yueming Wu
, Shihan Dou,
Cong Wu
,
Ying Zhang
,
Wei Yuan
,
Yang Liu
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
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
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
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
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
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
CC2Vec: Combining Typed Tokens with Contrastive Learning for Effective Code Clone Detection
FSE 2024 · Shihan Dou,
Yueming Wu
,
Haoxiang Jia
,
Yuhao Zhou
,
Yan Liu
,
Yang Liu
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
Linear Alignment: A Closed-form Solution for Aligning Human Preferences without Tuning and Feedback
ICML 2024 ·
Songyang Gao
,
Qiming Ge
,
Wei Shen
, Shihan Dou,
Junjie Ye
,
Xiao Wang
,
Rui Zheng
,
Yicheng Zou
,
Zhi Chen
,
Hang Yan
,
Qi Zhang
,
Dahua Lin
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
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
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