Fine-Grained Causal Dynamics Learning with Quantization for Improving Robustness in Reinforcement Learningby Inwoo Hwang, Yunhyeok…
Global Clipper: Enhancing Safety and Reliability of Transformer-based Object Detection Modelsby Qutub Syed Sha, Michael…
Variational Pseudo Marginal Methods for Jet Reconstruction in Particle Physicsby Hanming Yang, Antonio Khalil Moretti,…
Residual Connections and Normalization Can Provably Prevent Oversmoothing in GNNsby Michael Scholkemper, Xinyi Wu, Ali…
BadAgent: Inserting and Activating Backdoor Attacks in LLM Agentsby Yifei Wang, Dizhan Xue, Shengjie Zhang,…
From Tarzan to Tolkien: Controlling the Language Proficiency Level of LLMs for Content Generationby Ali…
Optimal Multi-Fidelity Best-Arm Identificationby Riccardo Poiani, Rémy Degenne, Emilie Kaufmann, Alberto Maria Metelli, Marcello RestelliFirst…
Population Transformer: Learning Population-level Representations of Neural Activityby Geeling Chau, Christopher Wang, Sabera Talukder, Vighnesh…
BWS: Best Window Selection Based on Sample Scores for Data Pruning across Broad Rangesby Hoyong…
Are Your Models Still Fair? Fairness Attacks on Graph Neural Networks via Node Injectionsby Zihan…