Postdoctoral Fellow
Contact Information
- Email Address: cong.guo@duke.edu
- Websites:
Education
- PhD in Computer Science, Shanghai Jiao Tong University
Research Interests
Computer Architecture, Deep Learning Acceleration
Awards, Honors, and Distinctions
- 2023 Shanghai Jiao Tong University Excellent Doctoral Dissertation Award
- 2023 Shanghai Jiao Tong University Outstanding Ph.D. Graduate Award
- 2023 IEEE Micro Top Picks Honorable Mention
Representative Publications
Cong Guo, Chiyue Wei, Jiaming Tang, Bowen Duan, Song Han, Hai Li, Yiran Chen; Transitive Array: An Efficient GEMM Accelerator with Result Reuse. ISCA 2025
Chiyue Wei, Bowen Duan, Cong Guo, Jingyang Zhang, Qingyue Song, Hai Li, Yiran Chen; Phi: Leveraging Pattern-based Hierarchical Sparsity for High-Efficiency Spiking Neural Networks. ISCA 2025
Feng Cheng, Cong Guo, Chiyue Wei, Junyao Zhang, Changchun Zhou, Edward Hanson, Jiaqi Zhang, Xiaoxiao Liu, Hai Li, Yiran Chen; Ecco: Improving Memory Bandwidth and Capacity for LLMs via Entropy-aware Cache Compression. ISCA 2025
- Chiyue Wei, Cong Guo, Feng Cheng, Shiyu Li, Hao Yang, Hai Li, Yiran Chen; Prosperity: Accelerating Spiking Neural Networks via Product Sparsity. HPCA 2025