| 2026 | ACL | Sculpting the Vector Space: Towards Efficient Multi-Vector Visual Document Retrieval via Prune-then-Merge Framework. | Yibo Yan, Mingdong Ou, Yi Cao, Xin Zou, Jiahao Huo, Shuliang Liu, James T. Kwok, Xuming Hu |
| 2026 | ACL | ErrorRadar: Benchmarking Complex Mathematical Reasoning of Multimodal Large Language Models Via Error Detection. | Yibo Yan, Shen Wang, Jiahao Huo, Hang Li, Boyan Li, Jiamin Su, Xiong Gao, Yifan Zhang, Tianlong Xu, Zhendong Chu, Aoxiao Zhong, Kun Wang, Hui Xiong, Philip S. Yu, Xuming Hu, Qingsong Wen |
| 2026 | ACL | Position: Multimodal Large Language Models Can Significantly Advance Scientific Reasoning. | Yibo Yan, Shen Wang, Jiahao Huo, Jingheng Ye, Zhendong Chu, Xuming Hu, Philip S. Yu, Carla P. Gomes, Bart Selman, Qingsong Wen |
| 2025 | ACL | MMUnlearner: Reformulating Multimodal Machine Unlearning in the Era of Multimodal Large Language Models. | Jiahao Huo, Yibo Yan, Xu Zheng, Yuanhuiyi Lyu, Xin Zou, Zhihua Wei, Xuming Hu |
| 2025 | ACL | EssayJudge: A Multi-Granular Benchmark for Assessing Automated Essay Scoring Capabilities of Multimodal Large Language Models. | Jiamin Su, Yibo Yan, Fangteng Fu, Zhang Han, Jingheng Ye, Xiang Liu, Jiahao Huo, Huiyu Zhou, Xuming Hu |
| 2025 | ACL | MathAgent: Leveraging a Mixture-of-Math-Agent Framework for Real-World Multimodal Mathematical Error Detection. | Yibo Yan, Shen Wang, Jiahao Huo, Philip S. Yu, Xuming Hu, Qingsong Wen |
| 2025 | EMNLP | Pierce the Mists, Greet the Sky: Decipher Knowledge Overshadowing via Knowledge Circuit Analysis. | Haoming Huang, Yibo Yan, Jiahao Huo, Xin Zou, Xinfeng Li, Kun Wang, Xuming Hu |
| 2025 | Networking | Joint Resource Allocation and Trajectory Planning in Air-Ground Collaborative Edge Computing Power Offloading Network. | Meng Gu, Yaxi Liu, Xulong Li, Jiahao Huo, Wei Huangfu |
| 2024 | EMNLP | MMNeuron: Discovering Neuron-Level Domain-Specific Interpretation in Multimodal Large Language Model. | Jiahao Huo, Yibo Yan, Boren Hu, Yutao Yue, Xuming Hu |
| 2020 | FUSION | Unique Faces Recognition in Videos. | Jiahao Huo, Terence L. van Zyl |