Generation is better than Modification: Combating High Class Homophily Variance in Graph Anomaly Detectionby Rui…
Mechanics of Next Token Prediction with Self-Attentionby Yingcong Li, Yixiao Huang, M. Emrullah Ildiz, Ankit…
A Survey of Vision Transformers in Autonomous Driving: Current Trends and Future Directionsby Quoc-Vinh Lai-DangFirst…
Self-Attention Empowered Graph Convolutional Network for Structure Learning and Node Embeddingby Mengying Jiang, Guizhong Liu,…
The Hidden Attention of Mamba Modelsby Ameen Ali, Itamar Zimerman, Lior WolfFirst submitted to arxiv…
Less is More: Hop-Wise Graph Attention for Scalable and Generalizable Learning on Circuitsby Chenhui Deng,…
COOL: A Conjoint Perspective on Spatio-Temporal Graph Neural Network for Traffic Forecastingby Wei Ju, Yusheng…
TimeXer: Empowering Transformers for Time Series Forecasting with Exogenous Variablesby Yuxuan Wang, Haixu Wu, Jiaxiang…
Massive Activations in Large Language Modelsby Mingjie Sun, Xinlei Chen, J. Zico Kolter, Zhuang LiuFirst…
How Do Nonlinear Transformers Learn and Generalize in In-Context Learning?by Hongkang Li, Meng Wang, Songtao…