Zhepei Wei

29 papers A* 9Journal 17Unranked 3
YearRankTypeTitle / Venue / Authors
2025 A* conf
AdaDecode: Accelerating LLM Decoding with Adaptive Layer Parallelism.
ICML
Zhepei Wei, Wei-Lin Chen, Xinyu Zhu, Yu Meng
2025 J jnl
AdaDecode: Accelerating LLM Decoding with Adaptive Layer Parallelism.
CoRR
Zhepei Wei, Wei-Lin Chen, Xinyu Zhu, Yu Meng
2025 J jnl
Aligning Large Language Models via Fully Self-Synthetic Data.
CoRR
Shangjian Yin, Zhepei Wei, Xinyu Zhu, Wei-Lin Chen, Yu Meng
2025 J jnl
Beyond Outcome Reward: Decoupling Search and Answering Improves LLM Agents.
CoRR
Yiding Wang, Zhepei Wei, Xinyu Zhu, Yu Meng
2025 J jnl
Do LLM Evaluators Prefer Themselves for a Reason?
CoRR
Wei-Lin Chen, Zhepei Wei, Xinyu Zhu, Shi Feng, Yu Meng
2025 A* conf
InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales.
ICLR
Zhepei Wei, Wei-Lin Chen, Yu Meng
2025 J jnl
PersonaAgent: When Large Language Model Agents Meet Personalization at Test Time.
CoRR
Weizhi Zhang, Xinyang Zhang, Chenwei Zhang, Liangwei Yang, Jingbo Shang, Zhepei Wei, Henry Peng Zou, Zijie Huang, Zhengyang Wang, Yifan Gao, Xiaoman Pan, Lian Xiong, Jingguo Liu, Philip S. Yu, Xian Li
2025 A* conf
Separate the Wheat from the Chaff: Winnowing Down Divergent Views in Retrieval Augmented Generation.
EMNLP
Song Wang, Zihan Chen, Peng Wang, Zhepei Wei, Zhen Tan, Yu Meng, Cong Shen, Jundong Li
2025 J jnl
Separate the Wheat from the Chaff: Winnowing Down Divergent Views in Retrieval Augmented Generation.
CoRR
Song Wang, Zihan Chen, Peng Wang, Zhepei Wei, Zhen Tan, Yu Meng, Cong Shen, Jundong Li
2025 J jnl
The Surprising Effectiveness of Negative Reinforcement in LLM Reasoning.
CoRR
Xinyu Zhu, Mengzhou Xia, Zhepei Wei, Wei-Lin Chen, Danqi Chen, Yu Meng
2025 J jnl
TruthRL: Incentivizing Truthful LLMs via Reinforcement Learning.
CoRR
Zhepei Wei, Xiao Yang, Kai Sun, Jiaqi Wang, Rulin Shao, Sean Chen, Mohammad Kachuee, Teja Gollapudi, Tony Liao, Nicolas Scheffer, Rakesh Wanga, Anuj Kumar, Yu Meng, Wen-tau Yih, Xin Luna Dong
2025 A* conf
WebAgent-R1: Training Web Agents via End-to-End Multi-Turn Reinforcement Learning.
EMNLP
Zhepei Wei, Wenlin Yao, Yao Liu, Weizhi Zhang, Qin Lu, Liang Qiu, Changlong Yu, Puyang Xu, Chao Zhang, Bing Yin, Hyokun Yun, Lihong Li
2025 J jnl
WebAgent-R1: Training Web Agents via End-to-End Multi-Turn Reinforcement Learning.
CoRR
Zhepei Wei, Wenlin Yao, Yao Liu, Weizhi Zhang, Qin Lu, Liang Qiu, Changlong Yu, Puyang Xu, Chao Zhang, Bing Yin, Hyokun Yun, Lihong Li
2024 A* conf
Incentivized Truthful Communication for Federated Bandits.
ICLR
Zhepei Wei, Chuanhao Li, Tianze Ren, Haifeng Xu, Hongning Wang
2024 J jnl
Incentivized Truthful Communication for Federated Bandits.
CoRR
Zhepei Wei, Chuanhao Li, Tianze Ren, Haifeng Xu, Hongning Wang
2024 J jnl
InstructRAG: Instructing Retrieval-Augmented Generation with Explicit Denoising.
CoRR
Zhepei Wei, Wei-Lin Chen, Yu Meng
2023 A* conf
Incentivized Communication for Federated Bandits.
NeurIPS
Zhepei Wei, Chuanhao Li, Haifeng Xu, Hongning Wang
2023 J jnl
Incentivized Communication for Federated Bandits.
CoRR
Zhepei Wei, Chuanhao Li, Haifeng Xu, Hongning Wang
2022 A* conf
AttExplainer: Explain Transformer via Attention by Reinforcement Learning.
IJCAI
Runliang Niu, Zhepei Wei, Yan Wang, Qi Wang
2022 A* conf
Learning Semantic Textual Similarity via Topic-informed Discrete Latent Variables.
EMNLP
Erxin Yu, Lan Du, Yuan Jin, Zhepei Wei, Yi Chang
2022 J jnl
Learning Semantic Textual Similarity via Topic-informed Discrete Latent Variables.
CoRR
Erxin Yu, Lan Du, Yuan Jin, Zhepei Wei, Yi Chang
2022 — conf
Towards Unified Representations of Knowledge Graph and Expert Rules for Machine Learning and Reasoning.
AACL/IJCNLP (1)
Zhepei Wei, Yue Wang, Jinnan Li, Zhining Liu, Erxin Yu, Yuan Tian, Xin Wang, Yi Chang
2021 J jnl
IMBENS: Ensemble Class-imbalanced Learning in Python.
CoRR
Zhining Liu, Zhepei Wei, Erxin Yu, Qiang Huang, Kai Guo, Boyang Yu, Zhaonian Cai, Hangting Ye, Wei Cao, Jiang Bian, Pengfei Wei, Jing Jiang, Yi Chang
2021 J jnl
Towards Inter-class and Intra-class Imbalance in Class-imbalanced Learning.
CoRR
Zhining Liu, Pengfei Wei, Zhepei Wei, Boyang Yu, Jing Jiang, Wei Cao, Jiang Bian, Yi Chang
2020 A* conf
A Novel Cascade Binary Tagging Framework for Relational Triple Extraction.
ACL
Zhepei Wei, Jianlin Su, Yue Wang, Yuan Tian, Yi Chang
2019 J jnl
A Novel Hierarchical Binary Tagging Framework for Joint Extraction of Entities and Relations.
CoRR
Zhepei Wei, Jianlin Su, Yue Wang, Yuan Tian, Yi Chang
2019 J jnl
Joint Extraction of Entities and Relations with a Hierarchical Multi-task Tagging Model.
CoRR
Zhepei Wei, Yantao Jia, Yuan Tian, Mohammad Javad Hosseini, Mark Steedman, Yi Chang
2018 — conf
Autonomous Agents in Snake Game via Deep Reinforcement Learning.
ICA
Zhepei Wei, Di Wang, Ming Zhang, Ah-Hwee Tan, Chunyan Miao, You Zhou
2018 — conf
The Poisson multi-media knowledge construction System for TAC KBP 2018.
TAC
Zhicheng Sheng, Danping Wu, Zelong Li, Wei Zhang, Jingchen Lu, Zeming Xu, Dong Liu, Shuo Guo, Yantao Jia, Zhepei Wei, Erxing Yu, Xiongfeng Xiao, Zhuo Wang, Jianyong Wang