Publications

Jiadong Zhu, Junjia Ru, Zhirui Zong, Yuzhe Ma (2026). A Unified Framework for Circuit-Aware Tapped-Inductor Inverse Design with Topology-Aware Sequence Representation. In ASP-DAC 2027.
Dongsheng Zuo, Jiadong Zhu, Yang Luo, Yuzhe Ma (2026). PrefixAgent: An LLM-Powered Design Framework for Efficient Prefix Adder Optimization. TODAES.
Dongsheng Zuo, Yang Luo, Jiadong Zhu, Yuzhe Ma (2026). TAP-MAC: Low-Power Optimization of Multipliers and Multiply-Accumulators via Topology-Aware Power Modeling. In ICCAD 2026.
Jindong Li
Equal contribution
, Lianrong Chen
Equal contribution
, Bin Yang
Equal contribution
, Jiadong Zhu
Equal contribution
, Ying Wang, Yuzhe Ma, Menglin Yang (2026). PCB-Bench: Benchmarking LLMs for Printed Circuit Board Placement and Routing. ICLR 2026.
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Yikang Ouyang, Xiaofei Yu, Jiadong Zhu, Yuzhe Ma (2025). Efficient Continuous Logic Optimization with Diffusion Model. In DAC 2025.
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Dongsheng Zuo
Equal contribution
, Jiadong Zhu
Equal contribution
, Yuzhe Ma (2024). RL-MUL 2.0: Multiplier Design Optimization with Parallel Deep Reinforcement Learning and Space Reduction. TODAES.
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Jiadong Zhu, Dongsheng Zuo, Yuzhe Ma (2024). A Holistic FPGA Architecture Exploration Framework for Deep Learning Acceleration. In ASP-DAC 2025.
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Dongsheng Zuo, Jiadong Zhu, Chenglin Li, Yuzhe Ma (2024). UFO-MAC: A Unified Framework for Optimization of High-Performance Multipliers and Multiply-Accumulators. In ICCAD 2024.
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