Personal profile
Research interests
Electronic & Computer Engineering - Cross-Stack AI System Design
Electronic & Computer Engineering - Computing-In-Memory
Electronic & Computer Engineering - Reconfigurable Computing
Position Held
Associate Director of HKUST and Intel Joint Laboratory
Related documents
Education/Academic qualification
PhD in Electronic Science and Technology, PhD, Tsinghua University
2019
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 7 Affordable and Clean Energy -
SDG 9 Industry, Innovation, and Infrastructure
Fingerprint
- 1 Similar Profiles
Collaborations and top research areas from the last five years
-
Computing-in-Memory Large Language Model Processor with Non-Uniform Quantization Enhancement and Hierarchical KV Cache Management
TU, F. (PI)
1/01/26 → 31/12/28
Project: Research
-
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
-
Computing-In-Memory Artificial Intelligence Processor Design
TU, F. (PI)
National Natural Science Foundation of China
1/01/25 → 31/12/27
Project: Research
-
Computing-in-Memory Chip Architecture Exploration for Large-scale AI Models
TU, F. (PI)
30/10/24 → 29/10/25
Project: Research
Research output
-
ETCIM: Error-Tolerant Digital CIM Processor With Redundancy-Free Hard Error Repair and Run-Time Soft Error Correction
Wang, Y., He, Z., Zhao, C., Wu, Z., Gao, M., Han, H., Wei, S., Hu, Y., Tu, F. & Yin, S., Feb 2026, In: IEEE Journal of Solid-State Circuits. 61, 2, p. 763-776 14 p., 11007640.Research output: Contribution to journal › Journal Article › peer-review
2 Link opens in a new tab Citations (Scopus) -
A 28nm 0.22μJ/Token Memory-Compute-Intensity-Aware CNN-Transformer Accelerator with Hybrid-Attention-Based Layer-Fusion and Cascaded Pruning for Semantic-Segmentation
Dong, P., Tan, Y., Liu, X., Luo, P., Liu, Y., Liang, L., Zhou, Y., Pang, D., Yung, M. T., Zhang, D., Huang, X., Liu, S. Y., Wu, Y., Tian, F., Tsui, C. Y., Tu, F. & Cheng, K. T., 2025, 2025 IEEE International Solid-State Circuits Conference, ISSCC 2025. Institute of Electrical and Electronics Engineers Inc., (Digest of Technical Papers - IEEE International Solid-State Circuits Conference).Research output: Chapter in Book/Conference Proceeding/Report › Conference Paper published in a book › peer-review
1 Link opens in a new tab Citation (Scopus) -
CELLA: A 28nm Compute-Memory Co-Optimized Real-Time Digital CIM-Based Edge LLM Accelerator with 1.78ms-Response in Prefill and 31.32 Token/s in Decoding
Wu, Z., Wang, Y., He, Z., Yang, B., Wang, Y., Wei, S., Hu, Y., Tu, F. & Yin, S., 2025, 2025 Symposium on VLSI Technology and Circuits, VLSI Technology and Circuits 2025. Institute of Electrical and Electronics Engineers Inc., (Digest of Technical Papers - Symposium on VLSI Technology).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) -
CoXplorer: Multi-Staged Co-Exploration Framework for AI Model Compression and Accelerator Design
Ma, S., Wu, J., Tan, Y., Dong, P., Luo, P., Pang, D., Liu, Y., Liu, X., Liang, L., Cheng, K. T. & Tu, F., 2025, 2025 IEEE/ACM International Conference on Computer-Aided Design, ICCAD 2025 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., 9 p. 11240731. (IEEE/ACM International Conference on Computer-Aided Design, Digest of Technical Papers, ICCAD).Research output: Chapter in Book/Conference Proceeding/Report › Conference Paper published in a book › peer-review
-
CV-CIM: A Hybrid Domain Xor-Derived Similarity-Aware Computation-in-Memory Supporting Cost-Volume Construction
Yue, Z., Wang, Y., Wang, H., Guo, R., Tu, F., Yang, J., Wei, S., Hu, Y. & Yin, S., 2025, In: IEEE Journal of Solid-State Circuits. 60, 2, p. 719-733 15 p.Research output: Contribution to journal › Journal Article › peer-review
3 Link opens in a new tab Citations (Scopus)
-
Computing-in-Memory Processor for Large-Scale AI Models
TU, F. (Invited speaker)
2025Activity: Talk or presentation › Invited
-
Chinese Journal of Electronics (Journal)
TU, F. (Editorial Board Member)
2025 → …Activity: Publication peer-review and editorial work › Editorial work
-
International Conference on Integrated Circuits, Technologies and Applications (Event)
TU, F. (Contributor)
2025 → …Activity: Membership › Membership of committee
-
30th Asia and South Pacific Design Automation Conference, ASP-DAC 2025 (Event)
TU, F. (Contributor)
2025 → …Activity: Membership › Membership of committee
-
2025 IEEE Asian Solid-State Circuits Conference (Event)
TU, F. (Contributor)
2025 → …Activity: Membership › Membership of committee
Awards
-
Gold Medal with Congratulations of the Jury at the 50th International Exhibition of Inventions Geneva
TU, F. (Recipient), 12 Apr 2025
Prize: Honorary Award
-
MIT Technology Review “Innovators Under 35” (TR35) Asia-Pacific
TU, F. (Recipient), 22 Sept 2025
Prize: Honorary Award
-
2023 Top-10 Research Advances in China Semiconductors
TU, F. (Recipient), Feb 2024
Prize: Honorary Award
-
-