Jiuzhou Han

Google Scholar

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I am a 3rd-year PhD student in NLP at the Department of Data Science & AI, Monash University (2023 - now), supervised by Dr. Ehsan Shareghi and Prof. Wray Buntine.

My research focuses on enhancing the generative capabilities of Large Language Models and developing sophisticated Language Agents for complex reasoning tasks.

Prior to this, I obtained my Master of Science (Computer Science) degree at University of Melbourne (2019 - 2021), supervised by Prof. Trevor Cohn and Dr. Daniel Beck.


News

Apr 26, 2025 :sparkles: Our paper Agent S: An Open Agentic Framework that Uses Computers Like a Human won the Best Paper Award of the ICLR 2025 Agentic AI for Science Workshop.
Apr 1, 2025 :rocket: Our recent paper VerifiAgent: a Unified Verification Agent in Language Model Reasoning is available on arXiv now.
Oct 11, 2024 :sparkles: Our paper Agent S: An Open Agentic Framework that Uses Computers Like a Human is accepted to the 13th International Conference on Learning Representations (ICLR 2025) now. Check its blog!
Sep 24, 2024 :rocket: Our paper Strategies for Improving NL-to-FOL Translation with LLMs: Data Generation, Incremental Fine-Tuning, and Verification is available on arXiv now.
May 16, 2024 :sparkles: Our paper Towards Uncertainty-Aware Language Agent is accepted to the 62nd Annual Meeting of the Association for Computational Linguistics (ACL 2024). Check its blog!