Projects per year
Personal profile
Research interests
Computer Science / Information Technology - Artificial intelligence
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):
Related documents
Education/Academic qualification
PhD in Language and Information Technologies, PhD, Carnegie Mellon University
2022
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Projects
- 3 Active
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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
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 Access5 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
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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., Apr 2025.Research output: Contribution to conference › Conference Paper › peer-review
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Diving into Self-Evolving Training for Multimodal Reasoning
LIU, W., LI, J., ZHANG, X., ZHOU, F., CHENG, Y. & HE, J., 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