activity
20242026
most citedE-morphic: Scalable Equality Saturation for Structural Exploration in Logic Synthesis

1 citations · 3 across the 9 of their papers we have counts for

collaborators

10 papers

cs.AR2026

GPU-Accelerated Gate-Level Time-Based Power Analysis via Event-Density-Aware Partitioning and Kernel Fusion

Weihao Wang, Yikang Ouyang, Hongyuan Liu +1

Power analysis is crucial in modern chip design flow. Particularly, time-based power analysis can provide fine-grained power consumption information to facilitate the diagnosis of…

cs.LG2026

Will Accurate Fields Mislead Photonic Design? FromGlobal Accuracy to Port Readout

Yitian Zhang, Yonghong chen, Youming Chen +6

Neural field surrogates can accelerate photonic design loops, but a surrogate that looks accurate in global field error can still mis-rank candidate devices when the final decision…

cs.AR2026

Retrieve, Schedule, Reflect: LLM Agents for Chip QoR Optimization

Yikang Ouyang, Yang Luo, Dongsheng Zuo +1

Modern chip design requires multi-objective optimization of timing, power, and area under stringent time-to-market constraints. Although powerful optimization algorithms are integr…

cs.AR2025

PrefixAgent: An LLM-Powered Design Framework for Efficient Prefix Adder Optimization

Dongsheng Zuo, Jiadong Zhu, Yang Luo +1

Prefix adders are fundamental arithmetic circuits, but their design space grows exponentially with bit-width, posing significant optimization challenges. Previous works face limita…

cs.AR2025★ 1 cited

E-morphic: Scalable Equality Saturation for Structural Exploration in Logic Synthesis

Chen Chen, Guangyu HU, Cunxi Yu +2

In technology mapping, the quality of the final implementation heavily relies on the circuit structure after technology-independent optimization. Recent studies have introduced equ…

cs.AR2025

A Survey of Circuit Foundation Model: Foundation AI Models for VLSI Circuit Design and EDA

Wenji Fang, Jing Wang, Yao Lu +4

Artificial intelligence (AI)-driven electronic design automation (EDA) techniques have been extensively explored for VLSI circuit design applications. Most recently, foundation AI…

cs.LG2025★ 1 cited

PICBench: Benchmarking LLMs for Photonic Integrated Circuits Design

Yuchao Wu, Xiaofei Yu, Hao Chen +3

While large language models (LLMs) have shown remarkable potential in automating various tasks in digital chip design, the field of Photonic Integrated Circuits (PICs)-a promising…

cs.AR2024

UFO-MAC: A Unified Framework for Optimization of High-Performance Multipliers and Multiply-Accumulators

Dongsheng Zuo, Jiadong Zhu, Chenglin Li +1

Multipliers and multiply-accumulators (MACs) are critical arithmetic circuit components in the modern era. As essential components of AI accelerators, they significantly influence…

cs.AR2024

RL-MUL 2.0: Multiplier Design Optimization with Parallel Deep Reinforcement Learning and Space Reduction

Dongsheng Zuo, Jiadong Zhu, Yikang Ouyang +1

Multiplication is a fundamental operation in many applications, and multipliers are widely adopted in various circuits. However, optimizing multipliers is challenging due to the ex…

cs.AR2024★ 1 cited

E-Syn: E-Graph Rewriting with Technology-Aware Cost Functions for Logic Synthesis

Chen Chen, Guangyu Hu, Dongsheng Zuo +3

Logic synthesis plays a crucial role in the digital design flow. It has a decisive influence on the final Quality of Results (QoR) of the circuit implementations. However, existing…