Statistical Learning
FlexPlanner: Flexible 3D Floorplanning via Deep Reinforcement Learning in Hybrid Action Space with Multi-Modality Representation
In the Integrated Circuit (IC) design flow, floorplanning (FP) determines the position and shape of each block.
Intruding with Words: Towards Understanding Graph Injection Attacks at the Text Level
Graph Neural Networks (GNNs) excel across various applications but remain vulnerable to adversarial attacks, particularly Graph Injection Attacks (GIAs), which inject malicious nodes into the original graph and pose realistic threats.
Linear Transformers are Versatile In-Context Learners
The transformer architecture (V aswani et al., 2017) has revolutionized the field of machine learning,
Nuclear Fusion Diamond Polishing Dataset
This measurement, however, is very labor-intensive, time-consuming, and requires a human operator.