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Shupei Fan

dblp:343/5932 · DBLP profile ↗
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3ranked-venue papers
0as first author
3since 2021 · last 2026
0009-0004-5314-3002ORCID · corroborated

Domains — the database's venue-derived domains; a paper can count in several

Systems, architecture and hardware · 3 · 3 since 2021Software engineering, systems software and programming languages · 1 · 1 since 2021

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Computer architecture, parallel and distributed computing, and storage systems
2 papers
Processor architecture and microarchitecture · 62% Hardware accelerators and domain-specific architectures · 38%
Artificial intelligence
1 paper
Efficient and distributed learning · 100%

Topics — the 8 heaviest of 8, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Hardware accelerators and domain-specific architectures
approximate computing accelerator
0.912025
SASDenSebLE: A Compact Vision Transformer Inference Architecture With Saturation-Approximate Softmax Dataflow Enabling Sequence-Parallelism Boosted Layer-Fusion Execution · IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 2025
Processor architecture and microarchitecture
instruction set architecture
0.912025
Titan-I: An Open-Source, High Performance RISC-V Vector Core · MICRO 2025
Hardware accelerators and domain-specific architectures
machine learning accelerator
0.912025
SASDenSebLE: A Compact Vision Transformer Inference Architecture With Saturation-Approximate Softmax Dataflow Enabling Sequence-Parallelism Boosted Layer-Fusion Execution · IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 2025
Processor architecture and microarchitecture
out-of-order execution
0.912025
Titan-I: An Open-Source, High Performance RISC-V Vector Core · MICRO 2025
Processor architecture and microarchitecture › instruction set architecture › vector extension
RISC-V vector extension
0.912025
Titan-I: An Open-Source, High Performance RISC-V Vector Core · MICRO 2025
Machine learning › Efficient and distributed learning › model merging
layer merging
0.312025
SASDenSebLE: A Compact Vision Transformer Inference Architecture With Saturation-Approximate Softmax Dataflow Enabling Sequence-Parallelism Boosted Layer-Fusion Execution · IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 2025
Machine learning › Efficient and distributed learning
model inference
0.312025
SASDenSebLE: A Compact Vision Transformer Inference Architecture With Saturation-Approximate Softmax Dataflow Enabling Sequence-Parallelism Boosted Layer-Fusion Execution · IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 2025
Processor architecture and microarchitecture
vector processing
0.312025
Titan-I: An Open-Source, High Performance RISC-V Vector Core · MICRO 2025

Methods — techniques the papers use, named apart from their topics

sequence parallelism · 1.7saturation approximation · 1.7
YearPublicationVenuePosition
2026 HybridSpec: Exploiting Hybrid-Bonding Memory to Accelerate LLM Serving Through Heterogeneous Architecture and Speculative Decoding
Zongle Huang, Wenbin Jia, Yaolei Li, Xinyuan Lin, Shupei Fan, Shuwen Deng, Yongpan Liu
ISCA5
2025 Titan-I: An Open-Source, High Performance RISC-V Vector Core
abstract
Vector processing has evolved from early systems like the CDC STAR-100 and Cray-1 to modern ISAs like ARM's Scalable Vector Extension (SVE) and RISC-V Vector (RVV) extensions.However, scaling vector processing for contemporary workloads presents challenges due to overheads in traditional architectures.We introduce Titan-I (T1), an out-of-order (OoO) RVV architecture designed
Jiuyang Liu, Qinjun Li, Yunqian Luo, Jiongjia Lu, Shupei Fan, Jianhao Ye, Yanqi Yang, Zewen Ye, Yuhang Zeng, Wei Cong, Xuecheng Zou, Mingyu Gao 0001
MICRO6
2025 SASDenSebLE: A Compact Vision Transformer Inference Architecture With Saturation-Approximate Softmax Dataflow Enabling Sequence-Parallelism Boosted Layer-Fusion Execution
Zongle Huang, Shupei Fan, Luchang Lei, Huazhong Yang, Yongpan Liu, Hongyang Jia
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.4