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ORCIDZhepei Wei
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2020 – today
- 2025
[c8]Zhepei Wei, Wei-Lin Chen, Yu Meng:
InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales. ICLR 2025- [i16]Wei-Lin Chen, Zhepei Wei, Xinyu Zhu, Shi Feng, Yu Meng
:
Do LLM Evaluators Prefer Themselves for a Reason? CoRR abs/2504.03846 (2025) - [i15]Zhepei Wei, Wenlin Yao, Yao Liu, Weizhi Zhang, Qin Lu, Liang Qiu, Changlong Yu, Puyang Xu, Chao Zhang, Bing Yin, Hyokun Yun, Lihong Li:
WebAgent-R1: Training Web Agents via End-to-End Multi-Turn Reinforcement Learning. CoRR abs/2505.16421 (2025) - [i14]Xinyu Zhu, Mengzhou Xia, Zhepei Wei, Wei-Lin Chen, Danqi Chen, Yu Meng:
The Surprising Effectiveness of Negative Reinforcement in LLM Reasoning. CoRR abs/2506.01347 (2025) - [i13]Zhepei Wei, Wei-Lin Chen, Xinyu Zhu, Yu Meng:
AdaDecode: Accelerating LLM Decoding with Adaptive Layer Parallelism. CoRR abs/2506.03700 (2025) - [i12]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:
PersonaAgent: When Large Language Model Agents Meet Personalization at Test Time. CoRR abs/2506.06254 (2025) - [i11]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:
TruthRL: Incentivizing Truthful LLMs via Reinforcement Learning. CoRR abs/2509.25760 (2025) - [i10]Yiding Wang, Zhepei Wei, Xinyu Zhu, Yu Meng:
Beyond Outcome Reward: Decoupling Search and Answering Improves LLM Agents. CoRR abs/2510.04695 (2025) - 2024
- [c7]Zhepei Wei, Chuanhao Li, Tianze Ren, Haifeng Xu, Hongning Wang:
Incentivized Truthful Communication for Federated Bandits. ICLR 2024 - [i9]Zhepei Wei, Chuanhao Li, Tianze Ren, Haifeng Xu, Hongning Wang:
Incentivized Truthful Communication for Federated Bandits. CoRR abs/2402.04485 (2024) - [i8]Zhepei Wei, Wei-Lin Chen, Yu Meng:
InstructRAG: Instructing Retrieval-Augmented Generation with Explicit Denoising. CoRR abs/2406.13629 (2024) - 2023
- [c6]Zhepei Wei, Chuanhao Li, Haifeng Xu, Hongning Wang:
Incentivized Communication for Federated Bandits. NeurIPS 2023 - [i7]Zhepei Wei, Chuanhao Li, Haifeng Xu, Hongning Wang:
Incentivized Communication for Federated Bandits. CoRR abs/2309.11702 (2023) - 2022
- [c5]Erxin Yu, Lan Du, Yuan Jin, Zhepei Wei, Yi Chang:
Learning Semantic Textual Similarity via Topic-informed Discrete Latent Variables. EMNLP 2022: 4937-4948 - [c4]Runliang Niu, Zhepei Wei, Yan Wang, Qi Wang:
AttExplainer: Explain Transformer via Attention by Reinforcement Learning. IJCAI 2022: 724-731 - [c3]Zhepei Wei, Yue Wang, Jinnan Li, Zhining Liu, Erxin Yu, Yuan Tian, Xin Wang, Yi Chang:
Towards Unified Representations of Knowledge Graph and Expert Rules for Machine Learning and Reasoning. AACL/IJCNLP (1) 2022: 240-253 - [i6]Erxin Yu, Lan Du, Yuan Jin, Zhepei Wei, Yi Chang:
Learning Semantic Textual Similarity via Topic-informed Discrete Latent Variables. CoRR abs/2211.03616 (2022) - 2021
- [i5]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:
IMBENS: Ensemble Class-imbalanced Learning in Python. CoRR abs/2111.12776 (2021) - [i4]Zhining Liu, Pengfei Wei, Zhepei Wei, Boyang Yu, Jing Jiang, Wei Cao, Jiang Bian, Yi Chang:
Towards Inter-class and Intra-class Imbalance in Class-imbalanced Learning. CoRR abs/2111.12791 (2021) - 2020
- [c2]Zhepei Wei, Jianlin Su, Yue Wang, Yuan Tian, Yi Chang:
A Novel Cascade Binary Tagging Framework for Relational Triple Extraction. ACL 2020: 1476-1488
2010 – 2019
- 2019
- [i3]Zhepei Wei, Yantao Jia, Yuan Tian, Mohammad Javad Hosseini, Mark Steedman, Yi Chang:
Joint Extraction of Entities and Relations with a Hierarchical Multi-task Tagging Model. CoRR abs/1908.08672 (2019) - [i2]Zhepei Wei, Jianlin Su, Yue Wang, Yuan Tian, Yi Chang:
A Novel Hierarchical Binary Tagging Framework for Joint Extraction of Entities and Relations. CoRR abs/1909.03227 (2019) - 2018
- [c1]Zhepei Wei, Di Wang, Ming Zhang, Ah-Hwee Tan, Chunyan Miao, You Zhou:
Autonomous Agents in Snake Game via Deep Reinforcement Learning. ICA 2018: 20-25 - [i1]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:
The Poisson multi-media knowledge construction System for TAC KBP 2018. TAC 2018
Coauthor Index
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