Rui Zheng

25 papers at tracked venues · 19 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ACL ×8 AAAI ×4 EMNLP ×3 ICLR ×3 MICCAI ×3 ICML ×2 CVPR ×1 NeurIPS ×1

Frequent coauthors

Tao Gui

×18

Qi Zhang

×18

Xuanjing Huang

×15

Zhiheng Xi

×14

Shihan Dou

×9

Yuhao Zhou

×7

Wei Shen

×6

Senjie Jin

×5

Junjie Ye

×5

Xiaoran Fan

×5

Limao Xiong

×5

Xiao Wang

×5

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
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
Time-Frequency Token Advantage Clipping for Training Efficient Large Reasoning Model
AAAI 2026 ·
Rong Bao
,
Bo Wang
,
Xiao Wang
,
Hongyu Li
, Rui Zheng,
Leszek Rutkowski
,
Qi Zhang
,
Liang Ding
,
Dacheng Tao
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
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
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
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
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
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
Application of nnUnet for Multi-class Segmentation of Aortic Branches and Zones in CTA
MICCAI 2024 ·
Yuchong Gao
,
Hongye Zeng
,
Haoyu Zheng
, Rui Zheng
DACO: Towards Application-Driven and Comprehensive Data Analysis via Code Generation
NeurIPS 2024 ·
Xueqing Wu
, Rui Zheng,
Jingzhen Sha
,
Te-Lin Wu
,
Hanyu Zhou
,
Mohan Tang
,
Kai-Wei Chang
,
Nanyun Peng
,
Haoran Huang
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
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
Reliable Source Approximation: Source-Free Unsupervised Domain Adaptation for Vestibular Schwannoma MRI Segmentation
MICCAI 2024 ·
Hongye Zeng
,
Ke Zou
,
Zhihao Chen
, Rui Zheng,
Huazhu Fu
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
RoCoSDF: Row-Column Scanned Neural Signed Distance Fields for Freehand 3D Ultrasound Imaging Shape Reconstruction
MICCAI 2024 ·
Hongbo Chen
,
Yuchong Gao
,
Shuhang Zhang
,
Jiangjie Wu
,
Yuexin Ma
, Rui Zheng
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
Uncertainty Aware Learning for Language Model Alignment
ACL 2024 ·
Yikun Wang
, Rui Zheng,
Liang Ding
,
Qi Zhang
,
Dahua Lin
,
Dacheng Tao