| 2026 | AAAI | Uncertainty-Based Methods for Automated Process Reward Data Construction and Output Aggregation in Mathematical Reasoning. | Jiuzhou Han, Wray L. Buntine, Ehsan Shareghi |
| 2025 | EMNLP | VerifiAgent: a Unified Verification Agent in Language Model Reasoning. | Jiuzhou Han, Wray L. Buntine, Ehsan Shareghi |
| 2025 | ICLR | Agent S: An Open Agentic Framework that Uses Computers Like a Human. | Saaket Agashe, Jiuzhou Han, Shuyu Gan, Jiachen Yang, Ang Li, Xin Eric Wang |
| 2024 | ACL | Towards Uncertainty-Aware Language Agent. | Jiuzhou Han, Wray L. Buntine, Ehsan Shareghi |
| 2024 | ACL | PiVe: Prompting with Iterative Verification Improving Graph-based Generative Capability of LLMs. | Jiuzhou Han, Nigel Collier, Wray L. Buntine, Ehsan Shareghi |
| 2024 | EACL | Reward Engineering for Generating Semi-structured Explanation. | Jiuzhou Han, Wray L. Buntine, Ehsan Shareghi |
| 2023 | EMNLP | POSQA: Probe the World Models of LLMs with Size Comparisons. | Chang Shu, Jiuzhou Han, Fangyu Liu, Ehsan Shareghi, Nigel Collier |
| 2022 | EMNLP | Self-supervised Graph Masking Pre-training for Graph-to-Text Generation. | Jiuzhou Han, Ehsan Shareghi |
| 2021 | INLG | Generating Diverse Descriptions from Semantic Graphs. | Jiuzhou Han, Daniel Beck, Trevor Cohn |