Peng Xu

27 papers A* 9A 3B 1Journal 13Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Attention-Based EDA Tool Parameter Explorer: From Hybrid Parameters to Multi-QoR Metrics.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Donger Luo, Qi Sun, Peng Xu, Su Zheng, Qi Xu, Tinghuan Chen, Bei Yu, Hao Geng
2026 — conf
CausalTuner: Will Causality Help High-Dimensional EDA Tool Parameter Tuning.
ASP-DAC
Ziyang Yu, Peng Xu, Su Zheng, Siyuan Xu, Hao Geng, Bei Yu, Martin D. F. Wong
2026 A* conf
KCLNet: Electrically Equivalence-Oriented Graph Representation Learning for Analog Circuits.
AAAI
Peng Xu, Yapeng Li, Tinghuan Chen, Tsung-Yi Ho, Bei Yu
2026 J jnl
KCLNet: Electrically Equivalence-Oriented Graph Representation Learning for Analog Circuits.
CoRR
Peng Xu, Yapeng Li, Tinghuan Chen, Tsung-Yi Ho, Bei Yu
2025 A* conf
LLMShare: Optimizing LLM Inference Serving with Hardware Architecture Exploration.
DAC
Hongduo Liu, Chen Bai, Peng Xu, Lihao Yin, Xianzhi Yu, Hui-Ling Zhen, Mingxuan Yuan, Tsung-Yi Ho, Bei Yu
2025 J jnl
Lay-Net: Grafting Netlist Knowledge on Layout-Based Congestion Prediction.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Lancheng Zou, Su Zheng, Peng Xu, Siting Liu, Bei Yu, Martin D. F. Wong
2025 J jnl
Learning-Driven Physically Aware Large-Scale Circuit Gate Sizing.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Yuyang Ye, Peng Xu, Lizheng Ren, Tinghuan Chen, Hao Yan, Bei Yu, Longxing Shi
2025 J jnl
PARoute2: Enhanced Analog Routing via Performance-Drive Guidance Generation.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Peng Xu, Jindong Tu, Guojin Chen, Keren Zhu, Tinghuan Chen, Tsung-Yi Ho, Bei Yu
2025 J jnl
Prerouting Timing Prediction Across Different Technology Nodes.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Xinyun Zhang, Binwu Zhu, Fangzhou Liu, Jiaxi Jiang, Ziyi Wang, Peng Xu, Hong Xu, Bei Yu
2025 A conf
RSizing: Robust Bayesian Optimization for Analog Circuit Sizing Under Process Variations.
ICCAD
Jindong Tu, Yapeng Li, Peng Xu, Tuo Li, Guoqing Li, Zushuai Xie, Bei Yu, Tinghuan Chen
2025 J jnl
Rank-DSE: Neural Pareto Comparator of Microarchitecture Design Space Exploration.
ACM Trans. Design Autom. Electr. Syst.
Peng Xu, Su Zheng, Mingzi Wang, Ziyang Yu, Shixin Chen, Tinghuan Chen, Keren Zhu, Tsung-Yi Ho, Bei Yu
2025 A* conf
Rank-based Multi-objective Approximate Logic Synthesis via Monte Carlo Tree Search.
DAC
Yuyang Ye, Xiangfei Hu, Yuchen Liu, Peng Xu, Yu Gong, Tinghuan Chen, Hao Yan, Bei Yu, Longxing Shi
2025 J jnl
SMART: Graph Learning-Boosted Subcircuit Matching for Large-Scale Analog Circuits.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Jindong Tu, Yapeng Li, Pengjia Li, Peng Xu, Qianru Zhang, Sanping Wan, Yongsheng Sun, Bei Yu, Tinghuan Chen
2024 J jnl
DeepOTF: Learning Equations-constrained Prediction for Electromagnetic Behavior.
ACM Trans. Design Autom. Electr. Syst.
Peng Xu, Siyuan Xu, Tinghuan Chen, Guojin Chen, Tsung-Yi Ho, Bei Yu
2024 A* conf
Disentangle, Align and Generalize: Learning A Timing Predictor from Different Technology Nodes.
DAC
Xinyun Zhang, Binwu Zhu, Fangzhou Liu, Ziyi Wang, Peng Xu, Hong Xu, Bei Yu
2024 A* conf
Efficient Bilevel Source Mask Optimization.
DAC
Guojin Chen, Hongquan He, Peng Xu, Hao Geng, Bei Yu
2024 J jnl
Learning-driven Physically-aware Large-scale Circuit Gate Sizing.
CoRR
Yuyang Ye, Peng Xu, Lizheng Ren, Tinghuan Chen, Hao Yan, Bei Yu, Longxing Shi
2024 A* conf
NeuroSelect: Learning to Select Clauses in SAT Solvers.
DAC
Hongduo Liu, Peng Xu, Yuan Pu, Lihao Yin, Hui-Ling Zhen, Mingxuan Yuan, Tsung-Yi Ho, Bei Yu
2024 B conf
Performance-Driven Analog Layout Automation: Current Status and Future Directions (Invited Paper).
ASPDAC
Peng Xu, Jintao Li, Tsung-Yi Ho, Bei Yu, Keren Zhu
2024 A* conf
Performance-driven Analog Routing via Heterogeneous 3DGNN and Potential Relaxation.
DAC
Peng Xu, Guojin Chen, Keren Zhu, Tinghuan Chen, Tsung-Yi Ho, Bei Yu
2024 A conf
RankTuner: When Design Tool Parameter Tuning Meets Preference Bayesian Optimization.
ICCAD
Peng Xu, Su Zheng, Yuyang Ye, Chen Bai, Siyuan Xu, Hao Geng, Tsung-Yi Ho, Bei Yu
2024 A* conf
p-Laplacian Adaptation for Generative Pre-trained Vision-Language Models.
AAAI
Haoyuan Wu, Xinyun Zhang, Peng Xu, Peiyu Liao, Xufeng Yao, Bei Yu
2023 A* conf
Do Not Train It: A Linear Neural Architecture Search of Graph Neural Networks.
ICML
Peng Xu, Lin Zhang, Xuanzhou Liu, Jiaqi Sun, Yue Zhao, Haiqin Yang, Bei Yu
2023 J jnl
Do Not Train It: A Linear Neural Architecture Search of Graph Neural Networks.
CoRR
Peng Xu, Lin Zhang, Xuanzhou Liu, Jiaqi Sun, Yue Zhao, Haiqing Yang, Bei Yu
2023 A conf
Lay-Net: Grafting Netlist Knowledge on Layout-Based Congestion Prediction.
ICCAD
Su Zheng, Lancheng Zou, Peng Xu, Siting Liu, Bei Yu, Martin D. F. Wong
2023 J jnl
p-Laplacian Adaptation for Generative Pre-trained Vision-Language Models.
CoRR
Haoyuan Wu, Xinyun Zhang, Peng Xu, Peiyu Liao, Xufeng Yao, Bei Yu
2021 J jnl
Neural Architecture Search for Robust Networks in 6G-Enabled Massive IoT Domain.
IEEE Internet Things J.
Eric Ke Wang, Peng Xu, Chien-Ming Chen, Saru Kumari, Mohammad Shojafar, Mamoun Alazab