ICML

Towards Rationale-Answer Alignment of LVLMs via Self-Rationale Calibration

Yuanchen Wu, Ke Yan, Shouhong Ding, Ziyin Zhou, Xiaoqiang Li

机构 * School of Computer Engineering（计算机工程学院） ； Key Laboratory of Multimedia Trusted Perception（多媒体可信感知关键实验室） ； Efficient Computing, Xiamen University（高效计算，厦门大学） ； Tencent Youtu Lab（腾讯优图实验室） 纠错

Comments Accepted by ICML 2025

AQUA-LLM: Evaluating Accuracy, Quantization, and Adversarial Robustness Trade-offs in LLMs for Cybersecurity Question Answering

Onat Gungor, Roshan Sood, Harold Wang, Tajana Rosing

Comments Accepted by the 24th IEEE International Conference on Machine Learning and Applications (ICMLA'25)

LIGHT-HIDS: A Lightweight and Effective Machine Learning-Based Framework for Robust Host Intrusion Detection

Onat Gungor, Ishaan Kale, Jiasheng Zhou, Tajana Rosing

Comments Accepted by The 24th IEEE International Conference on Machine Learning and Applications (ICMLA'25)

Position: AI Safety Must Embrace an Antifragile Perspective

Ming Jin, Hyunin Lee

Journal ref Proceedings of the 42nd International Conference on Machine Learning, Vancouver, Canada. 2025

Dual Feature Reduction for the Sparse-group Lasso and its Adaptive Variant

Fabio Feser, Marina Evangelou

机构 * Department of Mathematics, Imperial College London, London, UK（帝国理工学院伦敦校区数学系） 纠错

Comments 32 pages, 20 figures, 20 tables

Journal ref International Conference on Machine Learning 42 (2025)