Machine Learning

AfroXLMR-Social: Adapting Pre-trained Language Models for African Languages Social Media Text EMNLP 2025 After the Party: Navigating the Mapping From Color to Ambient Lighting ICCV 2025 A Fully Probabilistic Perspective on Large Language Model Unlearning: Evaluation and Optimization EMNLP 2025 AFUNet: Cross-Iterative Alignment-Fusion Synergy for HDR Reconstruction via Deep Unfolding Paradigm ICCV 2025 A Game-Theoretic Perspective on Inconsistency Handling IJCAI 2025 AGCL: Aspect Graph Construction and Learning for Aspect-level Sentiment Classification COLING 2025 AGD: Adversarial Game Defense Against Jailbreak Attacks in Large Language Models ACL 2025 A General Adaptive Dual-level Weighting Mechanism for Remote Sensing Pansharpening CVPR 2025 A General Framework for Inference-time Scaling and Steering of Diffusion Models ICML 2025 A General Framework for Producing Interpretable Semantic Text Embeddings ICLR 2025 A General Framework to Enhance Fine-tuning-based LLM Unlearning ACL 2025 A Generalizable Anomaly Detection Method in Dynamic Graphs AAAI 2025 A Generalizable Physics-Enhanced State Space Model for Long-Term Dynamics Forecasting in Complex Environments ICML 2025 A Generalization Result for Convergence in Learning-to-Optimize ICML 2025 A Generalization Theory for Zero-Shot Prediction ICML 2025 A Generalized Diffusion Framework with Learnable Propagation Dynamics for Source Localization IJCAI 2025 A Generalized Theory of Mixup for Structure-Preserving Synthetic Data AISTATS 2025 A General Representation-Based Approach to Multi-Source Domain Adaptation ICML 2025 A Generative Adaptive Replay Continual Learning Model for Temporal Knowledge Graph Reasoning ACL 2025 A Generative Approach at the Instance-Level for Image Segmentation Under Limited Training Data Conditions (Student Abstract) AAAI 2025 A Generative Framework for Personalized Sticker Retrieval EMNLP 2025 A Generative Pre-Trained Language Model for Channel Prediction in Wireless Communications Systems EMNLP 2025 A Generic Continuous Multi-Joint Spinal Robotic System for Agile and Accurate Behaviors with GNN-MPC method RSS 2025 A Generic Family of Graphical Models: Diversity, Efficiency, and Heterogeneity ICML 2025 A Generic Framework for Conformal Fairness ICLR 2025