Xu, Siyuan
- LLM4EDA: Emerging Progress in Large Language Models for Electronic Design Automation
2023/12/28 by Ruizhe Zhong, Xingbo Du, Zhong, Ruizhe +17 · 10 citations
Computer Science · Engineering · Materials Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Hardware Architecture (cs.AR) #Machine Learning in Materials Science #Software Engineering Research
- Benchmarking End-To-End Performance of AI-Based Chip Placement Algorithms
2024/07/03 by Wang, Zhihai, Geng, Zijie, Tu, Zhaojie +12 · 5 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Hardware Architecture (cs.AR)
- Superconductivity and spin canting in spin-orbit proximitized rhombohedral trilayer graphene
2024/08/19 by Caitlin L. Patterson, Patterson, Caitlin L., Owen Sheekey +33 · 2 citations
Materials Science · Physics and Astronomy · #FOS: Physical sciences #Graphene research and applications #Mesoscale and Nanoscale Physics (cond-mat.mes-hall) #Physics of Superconductivity and Magnetism #Quantum and electron transport phenomena
- Federated reinforcement learning for robot motion planning with zero-shot generalization
2024/03/20 by Yuan, Zhenyuan, Xu, Siyuan, Zhu, Minghui · 2 citations
#Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Parallel #Robotics (cs.RO) #Systems and Control (eess.SY) #and Cluster Computing (cs.DC) #electronic engineering #information engineering
- Escaping Local Optima in Global Placement
2024/02/28 by Ke Xue, Xue, Ke, Lin Xi +9 · 1 citation
Engineering · Computer Science · #VLSI and FPGA Design Techniques #Embedded Systems Design Techniques #Parallel Computing and Optimization Techniques
- Timing-Driven Global Placement by Efficient Critical Path Extraction
2025/02/28 by Shi, Yunqi, Xu, Siyuan, Kai, Shixiong +4 · 3 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Hardware Architecture (cs.AR)
- Distance-Forward Learning: Enhancing the Forward-Forward Algorithm Towards High-Performance On-Chip Learning
2024/08/27 by Yujie Wu, Siyuan Xu, Wu, Yujie +10 · 1 citation
Computer Science · Engineering · #Analog and Mixed-Signal Circuit Design #Artificial Intelligence (cs.AI) #Energy Efficient Wireless Sensor Networks #FOS: Computer and information sciences #Neural and Evolutionary Computing (cs.NE)
- Optical Imaging of Flavor Order in Flat Band Graphene
2024/05/13 by Tian Xie, Xie, Tian, Tobias M. Wolf +32 · 2 citations
Materials Science · #Graphene research and applications
- TransPlace: Transferable Circuit Global Placement via Graph Neural Network
2025/01/10 by Yunbo Hou, Haoran Ye, Hou, Yunbo +8 · 1 citation
Computer Science · Engineering · #VLSI and Analog Circuit Testing #VLSI and FPGA Design Techniques #Low-power high-performance VLSI design