Publications
See also: Google Scholar, DBLP
Open-source Codes
Preprints / In Submission
[In Submission] Self-Alignment Optimization for Language Models Shangjian Yin, Zhepei Wei, Xinyu Zhu, Wei-Lin Chen, Yu Meng.
[In Submission] Do LLM Evaluators Prefer Themselves for a Reason? Wei-Lin Chen, Zhepei Wei, Xinyu Zhu, Shi Feng, Yu Meng.
Conference Papers
[ICML 2025] AdaDecode: Accelerating LLM Decoding with Adaptive Layer Parallelism Zhepei Wei, Wei-Lin Chen, Xinyu Zhu, Yu Meng. Previously presented at NeurIPS 2024 AFM Workshop (Oral: 8/157).
[ICLR 2025] InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales. [code] [webpage] Zhepei Wei, Wei-Lin Chen, Yu Meng.
[ICLR 2024] Incentivized Truthful Communication for Federated Bandits. Zhepei Wei, Chuanhao Li, Tianze Ren, Haifeng Xu, Hongning Wang.
[NeurIPS 2023] Incentivized Communication for Federated Bandits. Zhepei Wei, Chuanhao Li, Haifeng Xu, Hongning Wang.
[EMNLP 2022] Learning Semantic Textual Similarity via Topic-informed Discrete Latent Variables. Erxin Yu, Lan Du, Yuan Jin, Zhepei Wei, Yi Chang.
[AACL 2022] Towards Unified Representations of Knowledge Graph and Expert Rules for Machine Learning and Reasoning. Zhepei Wei, Yue Wang, Jinnan Li, Zhining Liu, Erxin Yu, Yuan Tian, Xin Wang, Yi Chang.
[IJCAI 2022] AttExplainer: Explain Transformer via Attention by Reinforcement Learning. [code] Runliang Niu, Zhepei Wei, Yan Wang, Qi Wang.
[ACL 2020] A Novel Cascade Binary Tagging Framework for Relational Triple Extraction. [code] Zhepei Wei, Jianlin Su, Yue Wang, Yuan Tian, Yi Chang.
|