Scholar
Sihao Liu
Google Scholar ID: 0rzPGiYAAAAJ
UCLA
Computer Architecture
VLSI
CPU
FPGA
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Homepage
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Google Scholar
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Citations & Impact
All-time
Citations
722
H-index
10
i10-index
10
Publications
18
Co-authors
25
list available
Contact
Email
liu@sihao.me
CV
Open ↗
GitHub
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LinkedIn
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Publications
5 items
PureKV: Plug-and-Play KV Cache Optimization with Spatial-Temporal Sparse Attention for Vision-Language Large Models
2025
Cited
0
KGCE: Knowledge-Augmented Dual-Graph Evaluator for Cross-Platform Educational Agent Benchmarking with Multimodal Language Models
IEEE International Conference on Systems, Man and Cybernetics · 2025
Cited
0
Dynamic Context-oriented Decomposition for Task-aware Low-rank Adaptation with Less Forgetting and Faster Convergence
2025
Cited
0
Demystifying FPGA Hard NoC Performance
2025
Cited
0
Enhancing Online Continual Learning with Plug-and-Play State Space Model and Class-Conditional Mixture of Discretization
2024
Cited
0
Resume (English only)
Academic Achievements
“OverGen” paper received Best Paper Runner-up Award at MICRO 2022
“FPGA overlay generation for DSA” accepted by MICRO 2022 (23% acceptance rate)
DSAGEN paper presented at ISCA 2022 poster session
“Idiomatic Compiler” paper accepted to IEEE Micro 2022 special issue
PolyGraph paper selected as IEEE Top Picks of 2022 (22% selection rate)
“Near-Stream Computing” paper presented at HPCA 2022
Proposal “An End-to-End Full-Stack Generation Framework for DSAs” was a QIF 2022 finalist
Research Experience
Working on hardware implementation and prototyping of DSAs at UCLA since 2018
Contributed to SPU (MICRO 2019) and REVEL (HPCA 2020) accelerator projects
Led work on DSAGEN (ISCA 2020), enabling software-friendly DSA synthesis
Implemented key hardware components for PolyGraph (ISCA 2021), specialized for task granularity
Involved in OverGen (MICRO 2022), the group’s latest DSA research
Interned at SiFive in summer 2022, working on high-performance CPU core IP and cache subsystems
Co-authors
25 total
Tony Nowatzki
University of California, Los Angeles
Co-author 2
Vidushi Dadu
Google
Co-author 4
Co-author 5
Co-author 6
Co-author 7
Co-author 8
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