Presenter
Cong Guo
Biography
Cong Guo is a Postdoctoral Associate in the Department of Electrical and Computer Engineering at Duke University, working with Prof. Yiran Chen and Prof. Hai (Helen) Li. He received his Ph.D. in Computer Science from Shanghai Jiao Tong University in 2023, supervised by Prof. Jingwen Leng.
His research focuses on computer architecture, particularly scalable hardware–software co-design for efficient AI systems. He has developed sparsity- and quantization-aware architectures for model compression and overall efficiency. Recently, he has been exploring architectural designs tailored for large language models (LLMs). His work has received an HPCA 2026 Best Paper Nomination and was selected as an IEEE 2022 Micro Top Pick (Honorable Mention).
His research focuses on computer architecture, particularly scalable hardware–software co-design for efficient AI systems. He has developed sparsity- and quantization-aware architectures for model compression and overall efficiency. Recently, he has been exploring architectural designs tailored for large language models (LLMs). His work has received an HPCA 2026 Best Paper Nomination and was selected as an IEEE 2022 Micro Top Pick (Honorable Mention).
Presentations
Research Manuscript
AI
AI2-II. AI/ML Algorithms and Models
Research Manuscript
AI
AI5-I. AI/ML System and Platform Design
Chair of Sessions
Research Manuscript
Systems
EDA6. Analog CAD
Simulation
Verification and Test; Design
DES1-I. SoC
Heterogeneous
and Reconfigurable Architectures; AI
AI2-II. AI/ML Algorithms and Models; EDA
EDA7-I. Physical Design and Verification; AI
SEC2. Hardware Security: Primitives
Architecture
SYS5. Embedded Memory and Storage Systems; EDA
AI5-II. AI/ML System and Platform Design; Security
Design & Test
Research Manuscript
AI
AI5-II. AI/ML System and Platform Design