Wei Shen

19 papers at tracked venues · 14 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

EMNLP ×4 ACL ×3 ICLR ×3 ICML ×3 NeurIPS ×3 AAAI ×2 AISTATS ×1

Frequent coauthors

Rui Zheng

×6

Qi Zhang

×6

Zhiheng Xi

×5

Shihan Dou

×5

Tao Gui

×5

Xuanjing Huang

×5

Yuhao Zhou

×4

Xiao Wang

×4

Cong Shen

×3

Qingping Yang

×2

Jiawei Zhang

×2

Minhui Huang

×2

Papers

Pre-DPO: Improving Data Utilization in Direct Preference Optimization Using a Guiding Reference Model
AAAI 2026 ·
Junshu Pan
, Wei Shen,
Shulin Huang
,
Qiji Zhou
,
Yue Zhang
SWE-Swiss: A Multi-Task Fine-Tuning and RL Recipe for High-Performance Issue Resolution
ACL 2026 ·
Zhenyu He
,
Qingping Yang
, Wei Shen,
Xiaojian Zhong
,
Kechi Zhang
,
Chenxin An
,
Wenlei Shi
,
Tianle Cai
,
Di He
,
Jiaze Chen
,
Jingjing Xu
A Single-Loop First-Order Algorithm for Linearly Constrained Bilevel Optimization
NeurIPS 2025 · Wei Shen,
Jiawei Zhang
,
Minhui Huang
,
Cong Shen
Exploring Data Scaling Trends and Effects in Reinforcement Learning from Human Feedback
NeurIPS 2025 · Wei Shen,
Guanlin Liu
,
Yu Yue
,
Ruofei Zhu
,
Qingping Yang
,
Chao Xin
,
Lin Yan
Joint Enhancement of Relational Reasoning for Long-Context LLMs
EMNLP 2025 ·
Zhirui Chen
, Wei Shen,
Jiashui Huang
,
Ling Shao
Learning LLM-as-a-Judge for Preference Alignment
ICLR 2025 ·
Ziyi Ye
,
Xiangsheng Li
,
Qiuchi Li
,
Qingyao Ai
,
Yujia Zhou
, Wei Shen,
Dong Yan
,
Yiqun Liu
Learning from LLM Agents: In-Context Generative Models for Text Casing in E-Commerce Ads
EMNLP 2025 ·
Yingxue Zhou
,
Tan Zhu
,
Tao Zeng
,
Zigeng Wang
, Wei Shen
Mitigating Posterior Salience Attenuation in Long-Context LLMs with Positional Contrastive Decoding
ACL 2025 ·
Zikai Xiao
,
Ziyang Wang
,
Wen Ma
,
Yan Zhang
, Wei Shen,
WangYan WangYan
,
Luqi Gong
,
Zuozhu Liu
On the Training Convergence of Transformers for In-Context Classification of Gaussian Mixtures
ICML 2025 · Wei Shen,
Ruida Zhou
,
Jing Yang
,
Cong Shen
OpenRLHF: A Ray-based Easy-to-use, Scalable and High-performance RLHF Framework
EMNLP 2025 ·
Jian Hu
,
Xibin Wu
, Wei Shen,
Jason Klein Liu
,
Weixun Wang
,
Songlin Jiang
,
Haoran Wang
,
Hao Chen
,
Bin Chen
,
Wenkai Fang
,
Xianyu
,
Yu Cao
,
Haotian Xu
,
Yiming Liu
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
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
Mitigating Reward Overoptimization via Lightweight Uncertainty Estimation
NeurIPS 2024 ·
Xiaoying Zhang
,
Jean-Francois Ton
, Wei Shen,
Hongning Wang
,
Yang 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
Stochastic Smoothed Gradient Descent Ascent for Federated Minimax Optimization
AISTATS 2024 · Wei Shen,
Minhui Huang
,
Jiawei Zhang
,
Cong Shen
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
ViTree: Single-Path Neural Tree for Step-Wise Interpretable Fine-Grained Visual Categorization
AAAI 2024 ·
Danning Lao
,
Qi Liu
,
Jiazi Bu
,
Junchi Yan
, Wei Shen