AccelStack: A Cost-Driven Analysis of 3D-Stacked LLM Accelerators

October 26, 2025·
Chen Bai
Chen Bai
Xin Fan
Xin Fan
Zhenhua Zhu
Zhenhua Zhu
,
Wei Zhang
Yuan Xie
Yuan Xie
· 0 min read
Type
Publication
2025 IEEE/ACM International Conference on Computer Aided Design (ICCAD)
publications
Chen Bai
Authors
Postdoctoral Researcher
Chen Bai’s research interests include computer architecture and electronic design automation. He received best paper awards from ICCAD 2021 and ISPD 2024.
Xin Fan
Authors
Ph.D. Student
Xin Fan (范心) is currently a second-year Ph.D. student. Her research focuses on interconnects and communication, with a particular interest in data centers and scale-up systems.
Zhenhua Zhu
Authors
Postdoctoral Researcher
Zhenhua Zhu (朱振华) received his B.S. and Ph.D. (with honor) degrees from the Department of Electronic Engineering, Tsinghua University, China, in 2018 and 2024, respectively. Currently, he is serving as a postdoc researcher in the Department of ECE, HKUST and Department of EE, Tsinghua University. His research interests include Processing-In-Memory, Near Memory Computing, computer architecture, EDA, etc. He has published/accepted 50 academic papers in IEEE TCAD, DAC, ISCA, MICRO, ICCAD, ASPLOS, and DATE, with Google Scholar citations more than 1,500. He has received the China Computer Federation (CCF) Fault Tolerant Computing (FTC) Outstanding Achievements Award, the Best Paper Honorable Mention in HPCA 2025 (Top 0.5%), the Best Paper Nomination in DATE 2023, and the Outstanding Ph.D. Dissertation Award of Tsinghua University. He is selected for Tsinghua University’s “Shuimu Scholar” Program and the Department of Electronic Engineering’s “Chuanxin Scholar” Program. He is the principal investigator of Youth Program of National Natural Science Foundation of China (NSFC). He serves as a reviewer for IEEE TCAD, IEEE TVLSI, ACM TODAES, ACM TECS, CASES, GLSVLSI, ISVLSI, and AICAS. He also serves as the TPC secretary of ASP-DAC 2025.
Yuan Xie
Authors
Chair Professor
Fang Professor of Engineering | Chair Professor | IEEE/ACM/AAAS Fellow