Zhenyu Bi

According to our database, Zhenyu Bi authored at least 12 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

JudgeBoard: Benchmarking and Enhancing Small Language Models for Reasoning Evaluation.

Zhenyu Bi, Gaurav Srivastava, Yang Li, Swastik Roy, Meng Lu, Morteza Ziyadi, Xuan Wang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

BeyondBench: Benchmark-Free Evaluation of Reasoning in Language Models.

Gaurav Srivastava, Aafiya Hussain, Zhenyu Bi, Swastik Roy, Priya Pitre, Meng Lu, Morteza Ziyadi, Xuan Wang

CoRR, September, 2025

Bridging Literature and the Universe Via A Multi-Agent Large Language Model System.

Xiaowen Zhang, Zhenyu Bi, Patrick Lachance, Xuan Wang, Tiziana di Matteo, Rupert A. C. Croft

CoRR, July, 2025

Population Aware Diffusion for Time Series Generation.

Yang Li, Meng Han, Zhenyu Bi, Ingolv T. Urnes, Haipeng Chen

CoRR, January, 2025

OPTAGENT: Optimizing Multi-Agent LLM Interactions Through Verbal Reinforcement Learning for Enhanced Reasoning.

Zhenyu Bi, Meng Lu, Yang Li, Swastik Roy, Weijie Guan, Morteza Ziyadi, Xuan Wang

Proceedings of the 14th International Joint Conference on Natural Language Processing and the 4th Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, 2025

DEBATE, TRAIN, EVOLVE: Self-Evolution of Language Model Reasoning.

Gaurav Srivastava, Zhenyu Bi, Meng Lu, Xuan Wang

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

CROSSAGENTIE: Cross-Type and Cross-Task Multi-Agent LLM Collaboration for Zero-Shot Information Extraction.

Meng Lu, Yuzhang Xie, Zhenyu Bi, Shuxiang Cao, Xuan Wang

Proceedings of the Findings of the Association for Computational Linguistics, 2025

Population Aware Diffusion for Time Series Generation.

Yang Li, Han Meng, Zhenyu Bi, Ingolv T. Urnes, Haipeng Chen

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

STOC-TOT: Stochastic Tree-of-Thought with Constrained Decoding for Complex Reasoning in Multi-Hop Question Answering.

Zhenyu Bi, Daniel Hajialigol, Zhongkai Sun, Jie Hao, Xuan Wang

CoRR, 2024

AI for Biomedicine in the Era of Large Language Models.

Zhenyu Bi, Sajib Acharjee Dip, Daniel Hajialigol, Sindhura Kommu, Hanwen Liu, Meng Lu, Xuan Wang

CoRR, 2024

AI for Science in the Era of Large Language Models.

Zhenyu Bi, Minghao Xu, Jian Tang, Xuan Wang

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: EMNLP 2024, 2024

2021

UCPhrase: Unsupervised Context-aware Quality Phrase Tagging.

Xiaotao Gu, Zihan Wang, Zhenyu Bi, Yu Meng, Liyuan Liu, Jiawei Han, Jingbo Shang

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021