Learning Enhanced Representation for Tabular Data via Neighborhood Propagation. - Kounianhua Du; Weinan Zhang 001; Ruiwen Zhou; Yangkun Wang; Xilong Zhao; Jiarui Jin; Quan Gan; Zheng Zhang 001; David P. Wipf (NeurIPS, 2022)

Learning Enhanced Representations for Tabular Data via Neighborhood Propagation. - Kounianhua Du; Weinan Zhang 001; Ruiwen Zhou; Yangkun Wang; Xilong Zhao; Jiarui Jin; Quan Gan; Zheng Zhang 001; David Wipf (CoRR, 2022)

Is Risk-Sensitive Reinforcement Learning Properly Resolved? - Ruiwen Zhou; Minghuan Liu; Kan Ren; Xufang Luo; Weinan Zhang 001; Dongsheng Li 002 (CoRR, 2023)

TRAD: Enhancing LLM Agents with Step-Wise Thought Retrieval and Aligned Decision. - Ruiwen Zhou; Yingxuan Yang; Muning Wen; Ying Wen 001; Wenhao Wang; Chunling Xi; Guoqiang Xu; Yong Yu 001; Weinan Zhang 001 (SIGIR, 2024)

AntiLeak-Bench: Preventing Data Contamination by Automatically Constructing Benchmarks with Updated Real-World Knowledge. - Xiaobao Wu; Liangming Pan; Yuxi Xie; Ruiwen Zhou; Shuai Zhao 007; Yubo Ma; Mingzhe Du; Rui Mao 010; Anh Tuan Luu; William Yang Wang (CoRR, 2024)

Harnessing the power of longitudinal medical imaging for eye disease prognosis using Transformer-based sequence modeling. - Gregory Holste; Mingquan Lin; Ruiwen Zhou; Fei Wang 001; Lei Liu; Qi Yan 008; Sarah Van Tassel; Kyle Kovacs; Emily Y. Chew; Zhiyong Lu; Zhangyang Wang; Yifan Peng 002 (npj Digit. Medicine, 2024)

Author Correction: Harnessing the power of longitudinal medical imaging for eye disease prognosis using Transformer-based sequence modeling. - Gregory Holste; Mingquan Lin; Ruiwen Zhou; Fei Wang 001; Lei Liu; Qi Yan 008; Sarah Van Tassel; Kyle Kovacs; Emily Y. Chew; Zhiyong Lu; Zhangyang Wang; Yifan Peng 002 (npj Digit. Medicine, 2024)

AntiLeakBench: Preventing Data Contamination by Automatically Constructing Benchmarks with Updated Real-World Knowledge. - Xiaobao Wu; Liangming Pan; Yuxi Xie; Ruiwen Zhou; Shuai Zhao 007; Yubo Ma; Mingzhe Du; Rui Mao 010; Anh Tuan Luu; William Yang Wang (ACL (1), 2025)

RuleArena: A Benchmark for Rule-Guided Reasoning with LLMs in Real-World Scenarios. - Ruiwen Zhou; Wenyue Hua; Liangming Pan; Sitao Cheng; Xiaobao Wu; En Yu; William Yang Wang (ACL (1), 2025)

Reducing Inter-Individual Differences in Task fMRI Preprocessing with OGRE (One-Step General Registration and Extraction) Preprocessing. - Mark P. McAvoy; Lei Liu 004; Ruiwen Zhou; Benjamin A. Philip (Neuroinformatics, 2025)