Projects per year
Personal profile
Research interests
Electronic & Computer Engineering - Emerging AI Chip Design
Electronic & Computer Engineering - Cross-Stack AI System Design
Electronic & Computer Engineering - Computing-In-Memory
Electronic & Computer Engineering - Reconfigurable Computing
Electronic & Computer Engineering - Cross-Stack AI System Design
Electronic & Computer Engineering - Computing-In-Memory
Electronic & Computer Engineering - Reconfigurable Computing
Position Held
Associate Director of Institute of Integrated Circuits and Systems
Associate Director of HKUST and Intel Joint Laboratory
Associate Director of HKUST and Intel Joint Laboratory
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 Electronic Science and Technology, PhD, Tsinghua University
2019
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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
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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
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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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Computing-In-Memory Artificial Intelligence Processor Design
TU, F. (PI)
National Natural Science Foundation of China
1/01/25 → 31/12/27
Project: Research
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Reconfigurable Digital Computing-in-Memory Artificial Intelligence Processor with an Agile Design Methodology for Processor-Macro Co-Optimization
TU, F. (PI)
1/09/24 → 31/08/27
Project: Research
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Computing-in-Memory Chip Architecture Exploration for Large-scale AI Models
TU, F. (PI)
30/10/24 → 29/10/25
Project: Research
Research output
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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 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
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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
2 Citations (Scopus) -
ER-DCIM: Error-Resilient Digital CIM Architecture with Run-Time MAC-Cell Error Correction
He, Z., Wang, Y., Wu, Z., Wei, S., Hu, Y., Tu, F. & Yin, S., 2025, Proceedings - 2025 IEEE International Symposium on High Performance Computer Architecture, HPCA 2025. IEEE Computer Society, p. 504-517 14 p. (Proceedings - International Symposium on High-Performance Computer Architecture).Research output: Chapter in Book/Conference Proceeding/Report › Conference Paper published in a book › peer-review
1 Citation (Scopus) -
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., 20 May 2025, (Accepted/In press) In: IEEE Journal of Solid-State Circuits. 11007640.Research output: Contribution to journal › Journal Article › peer-review
1 Citation (Scopus)
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Journal of Semiconductors (Journal)
TU, F. (Editorial Board Member)
1 Jan 2025 → …Activity: Publication peer-review and editorial work › Editorial work
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Computing-in-Memory Processor for Large-Scale AI Models
TU, F. (Invited speaker)
2025Activity: Talk or presentation › Invited
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Computing-in-Memory Processor for Large-Scale AI Models
TU, F. (Invited speaker)
2025Activity: Talk or presentation › Invited
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IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems (TCAD) (Journal)
TU, F. (Reviewer)
2024 → …Activity: Publication peer-review and editorial work › Editorial work
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IEEE Transactions on Circuits and Systems for Video Technology (TCSVT) (Journal)
TU, F. (Reviewer)
2024 → …Activity: Publication peer-review and editorial work › Editorial work
Awards
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2023 Top-10 Research Advances in China Semiconductors
TU, F. (Recipient), Feb 2024
Prize: Honorary Award
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WAIC Yunfan Award-"Bright Stars" (Top-10 Chinese AI Scholars under 35)
TU, F. (Recipient), Jul 2024
Prize: Honorary Award
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ZGC Forum Top-100 New Technologies and Products
TU, F. (Recipient) & XIE, Y. (Recipient), May 2023
Prize: Honorary Award