Deep Learning

Expectation Preference Optimization: Reliable Preference Estimation for Improving the Reasoning Capability of Large Language Models EMNLP 2025 Expensive Multi-Objective Bayesian Optimization Based on Diffusion Models AAAI 2025 EXPERT: An Explainable Image Captioning Evaluation Metric with Structured Explanations ACL 2025 ExPERT: Modeling Human Behavior Under External Stimuli Aware Personalized MTPP AAAI 2025 Expert Race: A Flexible Routing Strategy for Scaling Diffusion Transformer with Mixture of Experts ICML 2025 Explainable Chain-of-Thought Reasoning: An Empirical Analysis on State-Aware Reasoning Dynamics EMNLP 2025 Explainable Concept Generation through Vision-Language Preference Learning for Understanding Neural Networks’ Internal Representations ICML 2025 Explainable Graph Neural Networks via Structural Externalities IJCAI 2025 Explainable Graph Representation Learning via Graph Pattern Analysis IJCAI 2025 Explainable Neural Networks with Guarantee: A Sparse Estimation Approach AAAI 2025 Explainable Saliency: Articulating Reasoning with Contextual Prioritization CVPR 2025 Explainable Speech Emotion Recognition Through Attentive Pooling: Insights from Attention-Based Temporal Localization Interspeech 2025 EXPLAIN: Enhancing Retrieval-Augmented Generation with Entity Summary ACL 2025 Explaining Domain Shifts in Language: Concept Erasing for Interpretable Image Classification CVPR 2025 Explaining, Fast and Slow: Abstraction and Refinement of Provable Explanations ICML 2025 Explaining in Diffusion: Explaining a Classifier with Diffusion Semantics CVPR 2025 Explaining Modern Gated-Linear RNNs via a Unified Implicit Attention Formulation ICLR 2025 Explaining the role of Intrinsic Dimensionality in Adversarial Training ICML 2025 Explanation Bottleneck Models AAAI 2025 Explanatory Instructions: Towards Unified Vision Tasks Understanding and Zero-shot Generalization ICML 2025 ExpliCa: Evaluating Explicit Causal Reasoning in Large Language Models ACL 2025 Explicit and Implicit Data Augmentation for Social Event Detection ACL 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 Learning and the LLM in Machine Translation EMNLP 2025