Shichun Liu

15 papers at tracked venues · 12 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ACL ×7 AAAI ×2 EMNLP ×2 NeurIPS ×2 ICML ×1 NAACL ×1

Frequent coauthors

Tao Gui

×15

Qi Zhang

×14

Xuanjing Huang

×14

Shihan Dou

×12

Zhiheng Xi

×9

Ming Zhang

×6

Honglin Guo

×5

Rui Zheng

×4

Chenhao Huang

×4

Xipeng Qiu

×3

Huiyuan Zheng

×3

Junjie Ye

×3

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
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
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
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
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
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
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
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
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
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
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