Zhenyu Bi

Zhenyu Bi

Ph.D. Candidate

Publications

  1. Zhenyu Bi, Meng Lu, Yang Li, Swastik Roy, Weijie Guan, Morteza Ziyadi, Xuan Wang. “OptAgent: Optimizing Multi-Agent LLM Interactions Through Verbal Reinforcement Learning for Enhanced Reasoning.” in Proc. Findings of the International Joint Conference on Natural Language Processing & Asia-Pacific Chapter of the Association for Computational Linguistics 2025 (IJCNLP-AACL’25), pages TBD, December 20-24, 2025, Mumbai, India

  2. Gaurav Srivastava, Zhenyu Bi, Meng Lu, Xuan Wang, “DEBATE, TRAIN, EVOLVE: Self‑Evolution of Language Model Reasoning”, in Proc. 2025 Conf. of Empirical Methods in Natural Language Processing (EMNLP’25), pages TBD, November 5-9, 2025, Suzhou, China

  3. Meng Lu, Yuzhang Xie, Zhenyu Bi, Shuxiang Cao, and Xuan Wang, “CrossAgentIE: Cross-Type and Cross-Task Multi-Agent LLM Collaboration for Zero-Shot Information Extraction”, in Proc. Findings of the 63rd Annual Meeting of the Association for Computational Linguistics (ACL’25), pages TBD, July 27–August 1st, 2025, Vienna, Austria

  4. Zhenyu Bi, Minghao Xu, Jian Tang, and Xuan Wang, “AI for Science in the Era of Large Language Models”, in Proc. 2024 Conf. on Empirical Methods in Natural Language Processing (EMNLP’24) (Conference Tutorial), pages 32-38, November 12-16, 2024, Miami, USA

  5. Zhenyu Bi, Daniel Hajialigol, Jie Hao, Zhongkai Sun, and Xuan Wang, “StoC-TOT: Stochastic Tree-of-Thought with Constrained Decoding for Complex Reasoning in Multi-Hop Question Answering”, in Proc. 2025 Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics (NAACL’25 KnowledgeNLP), pages TBD, April 29–May 4, 2025, Albuquerque, USA

  6. Yang Li, Han Meng, Zhenyu Bi, Ingolv T. Urnes, and Haipeng Chen, “Population Aware Diffusion for Time Series Generation”, in Proc. of the 39th AAAI Conference on Artificial Intelligence (AAAI’25), Feburary 25–March 4, 2025, Philadelphia, USA

  7. Zhenyu Bi, Sajib Acharjee Dip, Daniel Hajialigol, Sindhura Kommu, Hanwen Liu, Meng Lu, and Xuan Wang. “AI for Biomedicine in the Era of Large Language Models.” arXiv preprint arXiv:2403.15673 (2024)

  8. Xiaotao Gu*, Zihan Wang*, Zhenyu Bi, Yu Meng, Liyuan Liu, Jiawei Han, Jingbo Shang, “UCPhrase: Unsupervised Context-aware Quality Phrase Tagging”, in Proc. of 2021 ACM SIGKDD Int. Conf. on Knowledge Discovery and Data Mining (KDD’21), Aug. 2021