Intelligence Heterogeneous Computing Lab

Research Themes

Efficient / Edge Agent

• Efficient ML: ICLR'26, ICCV'25, EMNLP'24, ICLR'24
• AI Reasoning: ASPLOS'26, NeurIPS'25

Domain-Specific Accelerators and Machine Learning Systems

• Reconfigurable Accelerators: ISCA'24, MICRO'22, DAC'22, DAC'21,
• Machine Learning Systems: MLSys'26, ASPLOS'26, MICRO'23, DAC'23
• FPGA-based Acceleration: ASAP'19 (Best Paper Nominee), FPT'18 (Best Paper Nominee)

Quantum Computing

• Quantum Design Automation: DAC'25, DAC'22
• Classical Quantum Simulation: HPCA'26, DAC'25

Team Members

Hongxiang Fan

PI / Research Lead

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Mark (Hao) Chen

PhD Student
(2024 Fall)

 | 

Zhiwen Mo

PhD Student
(2025 Spring)

 | 

Abbas Bracken Ziad

PhD Student
(2025 Fall)

 | 

Guoyu Li

PhD Student
(2025 Fall)

 | 

Euan Turner

Incoming PhD Student, MEng
(2026 Fall)

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Charlie Campbell

Incoming PhD Student, MEng
(2026 Fall)

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Guanxi LU

Incoming PhD Student, MEng
(2026 Fall)

 | 

Shuang Liang

Research Assistant

 | 

Jubo Xu

Incoming PhD Student, RA
(2026 Fall)

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