Projects per year
Personal profile
Research interests
Computer Science / Information Technology - Data management
Computer Science / Information Technology - Data-driven machine learning
Computer Science / Information Technology - Database systems
Computer Science / Information Technology - Distributed systems
Computer Science / Information Technology - Distributed computing
Computer Science / Information Technology - Data-driven machine learning
Computer Science / Information Technology - Database systems
Computer Science / Information Technology - Distributed systems
Computer Science / Information Technology - Distributed computing
Related documents
Education/Academic qualification
PhD in Computer Science, PhD, Rice University
2020
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):
-
SDG 3 Good Health and Well-being -
SDG 7 Affordable and Clean Energy -
SDG 13 Climate Action
Fingerprint
Dive into the research topics where Binhang YUAN is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
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
- 4 Active
-
Research and Development of Machine Learning Systems for Foundation Models
YUAN, B. (PI)
1/02/26 → 31/01/29
Project: Research
-
Breaking the LLM Resource Wall: A Novel Computing System based on a Heterogeneous, Disaggregated Cloud Infrastructure
WANG, X. (CoPI), YE, C. (CoPI), YUAN, B. (CoPI), LI, B. (PI), JIN, H. (PI), WANG, C. (CoPI) & WANG, W. (CoPI)
National Natural Science Foundation of China (NSFC) / Research Grants Council (RGC)
1/01/25 → 31/12/28
Project: Research
-
Accommodating Open Foundation Model Training over Decentralized Computational Resources
YUAN, B. (PI)
1/07/24 → 30/06/27
Project: Research
-
HKUST-MetaX Joint Laboratory for Advanced AI Computing
YUAN, B. (CoI), CHEN, K. (CoI), LIU, Q. (CoI), HAN, S. (CoI), GUO, S. (CoI), XIE, Y. (CoI), ZHANG, J. (CoI), ZHANG, R. (CoI) & ZHOU, X. (PI)
MetaX Integrated Circuits (Shanghai) Co, Ltd.
15/04/24 → 14/04/29
Project: Research
Research output
-
AREAL-DTA: Dynamic Tree Attention for Efficient Reinforcement Learning of Large Language Models
Zhang, J., Yang, Y., YAN, R., Mei, Z., ZHANG, L., Li, D., Fu, W., Gao, J., Xu, S., Wu, Y. & YUAN, B., 1 May 2026, Proceedings of the 43rd International Conference on Machine Learning. ML Research Press, 16 p. (Proceedings of Machine Learning Research; vol. 306).Research output: Chapter in Book/Conference Proceeding/Report › Conference Paper published in a book › peer-review
-
Beyond Masks: Efficient, Flexible Diffusion Language Models via Deletion-Insertion Processes
DING, F., DING, D., Chen , S., WANG, K., Xu, P., Feng, Z., Bai, H., Han, K., Yan, Y., YUAN, B. & Sun, J., Apr 2026. 57 p.Research output: Contribution to conference › Conference Paper › peer-review
Open Access -
Cascadia: An Efficient Cascade Serving System for Large Language Models.
Jiang, Y., Fu, F., Zhao, W., Rabanser, S., Zhang, J., Lane, N. & YUAN, B., Apr 2026. 20 p.Research output: Contribution to conference › Conference Paper › peer-review
-
ClimateAgent: Multi-Agent Orchestration for Complex Climate Data Science Workflows
LI, C., KIM, H., DENG, W., JIN, M., HUANG, W., LU, M. & YUAN, B., Apr 2026, In: Transactions on Machine Learning Research. 2026-AprilResearch output: Contribution to journal › Conference article published in journal › peer-review
-
FSA: An Alternative Efficient Implementation of Native Sparse Attention Kernel
YAN, R., Jiang, Y., Chen, Z., Mai, H., Chen, B. & YUAN, B., Apr 2026. 21 p.Research output: Contribution to conference › Conference Paper › peer-review