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cs.AI2026
Order Matters: Unveiling the Hidden Impact of Macro Placement Sequences via Proxy-Guided LLM Evolution
Shibing Mo, Jing Liu, Jianchu Xu +1
Macro placement is a fundamental step in modern chip physical design, playing a crucial role in determining the solution quality of high-dimensional combinatorial optimization prob…
cs.LG2026
High-order Knowledge Based Network Controllability Robustness Prediction: A Hypergraph Neural Network Approach
Shibing Mo, Jiarui Zhang, Jiayu Xie +2
In order to evaluate the invulnerability of networks against various types of attacks and provide guidance for potential performance enhancement as well as controllability maintena…