Autonomous Agents in Snake Game via Deep Reinforcement Learning. - Zhepei Wei; Di Wang 004; Ming Zhang; Ah-Hwee Tan; Chunyan Miao; You Zhou 008 (ICA, 2018)

The Poisson multi-media knowledge construction System for TAC KBP 2018. - Zhicheng Sheng; Danping Wu; Zelong Li; Wei Zhang 056; Jingchen Lu; Zeming Xu; Dong Liu; Shuo Guo; Yantao Jia; Zhepei Wei; Erxing Yu; Xiongfeng Xiao; et al. (TAC, 2018)

Joint Extraction of Entities and Relations with a Hierarchical Multi-task Tagging Model. - Zhepei Wei; Yantao Jia; Yuan Tian 016; Mohammad Javad Hosseini; Mark Steedman; Yi Chang 001 (CoRR, 2019)

A Novel Hierarchical Binary Tagging Framework for Joint Extraction of Entities and Relations. - Zhepei Wei; Jianlin Su; Yue Wang 035; Yuan Tian 016; Yi Chang 001 (CoRR, 2019)

A Novel Cascade Binary Tagging Framework for Relational Triple Extraction. - Zhepei Wei; Jianlin Su; Yue Wang 035; Yuan Tian 016; Yi Chang 001 (ACL, 2020)

IMBENS: Ensemble Class-imbalanced Learning in Python. - Zhining Liu 002; Zhepei Wei; Erxin Yu; Qiang Huang; Kai Guo 003; Boyang Yu; Zhaonian Cai; Hangting Ye; Wei Cao 007; Jiang Bian 002; Pengfei Wei 001; Jing Jiang 002; et al. (CoRR, 2021)

Towards Inter-class and Intra-class Imbalance in Class-imbalanced Learning. - Zhining Liu 002; Pengfei Wei 001; Zhepei Wei; Boyang Yu; Jing Jiang 002; Wei Cao 007; Jiang Bian 002; Yi Chang 001 (CoRR, 2021)

Learning Semantic Textual Similarity via Topic-informed Discrete Latent Variables. - Erxin Yu; Lan Du 002; Yuan Jin; Zhepei Wei; Yi Chang 001 (EMNLP, 2022)

AttExplainer: Explain Transformer via Attention by Reinforcement Learning. - Runliang Niu; Zhepei Wei; Yan Wang; Qi Wang (IJCAI, 2022)

Towards Unified Representations of Knowledge Graph and Expert Rules for Machine Learning and Reasoning. - Zhepei Wei; Yue Wang 035; Jinnan Li; Zhining Liu 002; Erxin Yu; Yuan Tian 016; Xin Wang 035; Yi Chang 001 (AACL/IJCNLP (1), 2022)

Incentivized Communication for Federated Bandits. - Zhepei Wei; Chuanhao Li; Haifeng Xu; Hongning Wang (NeurIPS, 2023)

Incentivized Truthful Communication for Federated Bandits. - Zhepei Wei; Chuanhao Li; Tianze Ren; Haifeng Xu; Hongning Wang (ICLR, 2024)

InstructRAG: Instructing Retrieval-Augmented Generation with Explicit Denoising. - Zhepei Wei; Wei-Lin Chen; Yu Meng 001 (CoRR, 2024)

InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales. - Zhepei Wei; Wei-Lin Chen; Yu Meng 001 (ICLR, 2025)

Do LLM Evaluators Prefer Themselves for a Reason? - Wei-Lin Chen; Zhepei Wei; Xinyu Zhu; Shi Feng; Yu Meng 001 (CoRR, 2025)

WebAgent-R1: Training Web Agents via End-to-End Multi-Turn Reinforcement Learning. - Zhepei Wei; Wenlin Yao; Yao Liu; Weizhi Zhang; Qin Lu; Liang Qiu; Changlong Yu; Puyang Xu; Chao Zhang; Bing Yin; Hyokun Yun; Lihong Li (CoRR, 2025)

The Surprising Effectiveness of Negative Reinforcement in LLM Reasoning. - Xinyu Zhu; Mengzhou Xia; Zhepei Wei; Wei-Lin Chen; Danqi Chen 001; Yu Meng 001 (CoRR, 2025)

AdaDecode: Accelerating LLM Decoding with Adaptive Layer Parallelism. - Zhepei Wei; Wei-Lin Chen; Xinyu Zhu; Yu Meng 001 (CoRR, 2025)

PersonaAgent: When Large Language Model Agents Meet Personalization at Test Time. - Weizhi Zhang 001; Xinyang Zhang 002; Chenwei Zhang; Liangwei Yang; Jingbo Shang; Zhepei Wei; Henry Peng Zou; Zijie Huang 002; Zhengyang Wang; Yifan Gao 001; Xiaoman Pan; Lian Xiong; et al. (CoRR, 2025)