Machine Learning

Explain Yourself, Briefly! Self-Explaining Neural Networks with Concise Sufficient Reasons ICLR 2025 Explanations of GNN on Evolving Graphs via Axiomatic Layer edges ICLR 2025 Explanatory Capabilities of Large Language Models in Prescriptive Process Monitoring (Extended Abstract) IJCAI 2025 ExpLay: A new Corpus Resource for the Research on Expertise as an Influential Factor on Language Production ACL 2025 Explicit and Implicit Data Augmentation for Social Event Detection ACL 2025 Explicit and Implicit Examinee-Question Relation Exploiting for Efficient Computerized Adaptive Testing AAAI 2025 Explicit and Implicit Graduated Optimization in Deep Neural Networks AAAI 2025 Explicit Bayesian Inference to Uncover the Latent Themes of Large Language Models ACL 2025 Explicit Guidance for Robust Video Frame Interpolation against Discontinuous Motions WACV 2025 Explicit Preference Optimization: No Need for an Implicit Reward Model ICML 2025 Explicit Relational Reasoning Network for Scene Text Detection AAAI 2025 Exploit Gradient Skewness to Circumvent Byzantine Defenses for Federated Learning AAAI 2025 Exploiting Approximate Symmetry for Efficient Multi-Agent Reinforcement Learning L4DC 2025 Exploiting Curvature in Online Convex Optimization with Delayed Feedback ICML 2025 Exploiting Diffusion Prior for Real-World Image Dehazing with Unpaired Training AAAI 2025 Exploiting Distribution Constraints for Scalable and Efficient Image Retrieval ICLR 2025 Exploiting Domain Properties in Language-Driven Domain Generalization for Semantic Segmentation ICCV 2025 Exploiting Edited Large Language Models as General Scientific Optimizers NAACL 2025 Exploiting Fine-Grained Skip Behaviors for Micro-Video Recommendation AAAI 2025 Exploiting Hidden Symmetry to Improve Objective Perturbation for DP Linear Learners with a Nonsmooth L1-Norm ICLR 2025 Exploiting Instruction-Following Retrievers for Malicious Information Retrieval ACL 2025 Exploiting Inter-Sample Information for Long-Tailed Out-of-Distribution Detection WACV 2025 Exploiting Label Skewness for Spiking Neural Networks in Federated Learning IJCAI 2025 Exploiting Multimodal Spatial-temporal Patterns for Video Object Tracking AAAI 2025 Exploiting Phonetics and Glyph Representation at Radical-level for Classical Chinese Understanding ACL 2025