Shuo YIN

Ph.D. Student Department of Computer Science and Engineering
The Chinese University of Hong Kong
Supervisor: Prof. Bei YU
Email:syin22@cse.cuhk.edu.hk

Biography

I am a second-year Ph.D. Student at the Department of Computer Science and Engineering, the Chinese University of Hong Kong (CUHK), under the supervision of Prof. Bei Yu and Prof. Tsung-Yi Ho (co-advisor) since Fall 2022. Prior to that, I obtained my B.Eng. degree from Shenyuan Honors College, Beihang University under the supervision of Prof. Wei XING in 2022.

Besides research, I love playing tabletop game and CSGO in my spare time.

[C6] Shuo Yin, Wenqian Zhao, Li Xie, Hong Chen, Yuzhe Ma, Tsung-Yi Ho, Bei Yu, “FuILT: Full Chip ILT System With Boundary Healing”, ACM International Symposium on Physical Design (ISPD), Taipei, Mar. 12–15, 2024.

[C5]Wenqian Zhao, Shuo Yin, Chen Bai, Zixiao Wang, Bei Yu, “BAQE: A Backend-Adaptive DNN Quantization Flow”, International Conference on Computer Vision (ICCV) - LBQNN Workshop (Oral), Oct. 2-7, 2023.

[C4] Yang Bai, Wenqian Zhao, Shuo Yin, Zixiao Wang, Bei Yu, “ATFormer: A Learned Performance Model with Transfer Learning Across Devices for Large-Scale Transformers”, Empirical Methods in Natural Language Processing (EMNLP), Singapore, Dec. 06–10, 2023.

[C3] Shixin Chen, Su Zheng, Chen Bai, Wenqian Zhao, Shuo Yin, Yang Bai, Bei Yu, “SoC-Tuner: An Importance-guided Exploration Framework for DNN-targeting SoC Design”, IEEE/ACM Asian and South Pacific Design Automation Conference (ASPDAC), Jan. 22-25, 2024.

[C2] Shuo Yin, GuoHao Dai, Wei W. Xing, “High Dimensional Yield Estimation using Shrinkage Deep Features and Maximization of Integral Entropy Reduction”, IEEE/ACM Asian and South Pacific Design Automation Conference (ASP-DAC), Tokyo Odaiba Miraikan, Japan, Jan. 16-19, 2023. (code)

[C1] Shuo Yin, Xiang Jin, Linxu Shi, Kang Wang, Wei W. Xing, “Efficient Bayesian Yield Analysis and Optimization with Active Learning”, ACM/IEEE Design Automation Conference (DAC), San Francisco, CA, Jul. 10-14, 2022.

Full Postgraduate Studentship	The Chinese University of Hong Kong	2022-2026
3rd Place Award in CAD Contest ICCAD	The Chinese University of Hong Kong	2022