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This profile highlights research at the intersection of AI agents and electronic design automation (EDA), focusing on how coding agents can streamline chip architecture and compiler development. The work directly addresses the central challenge of using machine learning to automate complex hardware engineering tasks, making specialized accelerators more accessible for building advanced AI systems.
Sihao Liu

Sihao Liu sihaol Wed, 09/30/2026 - 16:03 Sihao Liu is a Research Scientist in the Architecture Research Group at NVIDIA Research. His work spans computer architecture, programmable accelerators, and AI-assisted chip design. He studies how to make specialized hardware easier to build and program through compiler–architecture co-design, automated design-space exploration, and agentic tools for electronic design automation (EDA). His current research brings coding agents into architecture and EDA, combining implementation with independent review and executable evaluation. He created Humanize 1 at UCLA and contributes to Humanfia, which develops agent systems for long-horizon engineering tasks. He received his Ph.D. in Computer Science from the University of California, Los Angeles in 2026, advised by Tony Nowatzki. His dissertation, Loom, develops a full-stack framework for compilation and exploration of heterogeneous, multi-core spatial accelerator systems. He also holds an M.S. in Computer Science from UCLA and a B.Eng. in Electrical Engineering from Xi'an Jiaotong University. His research has received a MICRO 2022 Best Paper Runner-up award and IEEE Micro Top Picks recognition. Research Interests Computer architecture and programmable spatial accelerators Compiler–architecture co-design and automated design-space exploration AI agents for chip design and electronic design automation FPGA architectures, networks-on-chip, and reconfigurable systems Personal website and publications · Google Scholar · GitHub · LinkedIn · ORCID Research Area(s) Circuits and VLSI Design Computer Architecture Generative AI Main Field of Interest Computer Architecture Google Scholar https://scholar.google.com/citations?user=0rzPGiYAAAAJ
Sihao Liu is a Research Scientist in the Architecture Research Group at NVIDIA Research. His work…
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