Jiuzhou Han
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 developing robust verification mechanisms and integrating external tools (i.e., Language Agents) to enhance the reliability of LLM outputs.
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
| Aug 21, 2025 |
 Our paper VerifiAgent: a Unified Verification Agent in Language Model Reasoning is accepted to the 2025 Conference on Empirical Methods in Natural Language Processing (EMNLP 2025).
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| Aug 3, 2025 |
 Our recent paper Uncertainty-Based Methods for Automated Process Reward Data Construction and Output Aggregation in Mathematical Reasoning is available on arXiv now.
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| Apr 26, 2025 |
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.
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| Oct 11, 2024 |
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). Check its blog!
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| Sep 24, 2024 |
Our paper Strategies for Improving NL-to-FOL Translation with LLMs: Data Generation, Incremental Fine-Tuning, and Verification is available on arXiv now.
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