Personal profile
Research interests
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Education/Academic qualification
PhD in Language and Information Technologies, PhD, Carnegie Mellon University
2022
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 9 Industry, Innovation, and Infrastructure
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Collaborations and top research areas from the last five years
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Advancing Small Language Models for Efficient and Complex Reasoning
HE, J. (PI)
1/09/25 → 31/08/28
Project: Research
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Intelligent and Agile Integrated Circuit Design Methodologies Based on Circuit Foundation Models
GENG, Y. (Team member), REN, M. H. (Team member), XIE, Z. (PI), TU, F. (CoPI), HE, J. (CoPI), XU, Q. (CoPI) & CHENG, K.-T. T. (CoPI)
1/06/25 → 31/05/28
Project: Research
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Improving Reliability of Large Language Models through Retrieval
HE, J. (PI)
National Natural Science Foundation of China
1/01/24 → 31/12/26
Project: Research
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DeepSparseCT: An Ultra-Sparse X-Ray-Driven Foundation Model for Intraoperative 3D CT Reconstruction
XU, Z. (Team member), XIE, J. (Team member), CHEN, Q. (CoPI), TSE, L. F. (Team member), SHI, B. E. (CoPI), LI, X. (PI), CHUI, C.-S. E. (Team member), HE, J. (CoPI) & YUNG, P.S.-H. (CoPI)
1/06/26 → 31/05/29
Project: Research
Research output
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A Survey of Reasoning with Foundation Models: Concepts, Methodologies, and Outlook
Sun, J., Zheng, C., Xie, E., Liu, Z., Chu, R., Qiu, J., Xu, J., Ding, M., Li, H., Geng, M., Wu, Y., Wang, W., Chen, J., Yin, Z., Ren, X., Fu, J., He, J., Wu, Y., Liu, Q. & Liu, X. & 14 others, , 12 Jun 2025, In: ACM Computing Surveys. 57, 11, 278.Research output: Contribution to journal › Journal Article › peer-review
Open Access16 Link opens in a new tab Citations (Scopus) -
Bring Reason to Vision: Understanding Perception and Reasoning through Model Merging
CHEN, S., ZHANG, J., ZHU, T., LIU, W., GAO, S., XIONG, M., LI, M. & HE, J., 2025, In: Proceedings of Machine Learning Research. 267, p. 9803-9817 15 p.Research output: Contribution to journal › Conference article published in journal › peer-review
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B-STAR: MONITORING AND BALANCING EXPLORATION AND EXPLOITATION IN SELF-TAUGHT REASONERS
Zeng, W., Huang, Y., Zhao, L., Wang, Y., Shan, Z. & He, J., 2025, 13th International Conference on Learning Representations, ICLR 2025. International Conference on Learning Representations, ICLR, p. 66787-66804 18 p. (13th International Conference on Learning Representations, ICLR 2025).Research output: Chapter in Book/Conference Proceeding/Report › Conference Paper published in a book › peer-review
2 Link opens in a new tab Citations (Scopus) -
Diving into Self-Evolving Training for Multimodal Reasoning
LIU, W., LI, J., ZHANG, X., ZHOU, F., CHENG, Y. & HE, J., Jul 2025, In: Proceedings of Machine Learning Research. 267, p. 38842-38856 15 p.Research output: Contribution to journal › Conference article published in journal › peer-review
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Genius: A Generalizable and Purely Unsupervised Self-Training Framework For Advanced Reasoning
Xu, F., Yan, H., Ma, C., Zhao, H., Sun, Q., Cheng, K., He, J., Liu, J. & Wu, Z., Jul 2025, Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics. Che, W., Nabende, J., Shutova, E. & Pilehvar, M. T. (eds.). Association for Computational Linguistics (ACL), Vol. 1. p. 13153-13167 15 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 1).Research output: Chapter in Book/Conference Proceeding/Report › Conference Paper published in a book › peer-review
Open Access