Representation Learning

Class and Attribute-Aware Logit Adjustment for Generalized Long-Tail Learning AAAI 2025 CLEP: A Novel Contrastive Learning Method for Evolutionary Reentrancy Vulnerability Detection AAAI 2025 Clients Collaborate: Flexible Differentially Private Federated Learning with Guaranteed Improvement of Utility-Privacy Trade-off ICML 2025 CLMTracing: Black-box User-level Watermarking for Code Language Model Tracing EMNLP 2025 Closest Neighbors are Harmful for Lightweight Masked Auto-encoders CVPR 2025 Cluster-guided Contrastive Class-imbalanced Graph Classification AAAI 2025 Clustering-based Hard Negative Sampling for Supervised Contrastive Speaker Verification Interspeech 2025 Clustering Properties of Self-Supervised Learning ICML 2025 CoastalBench: A Decade-Long High-Resolution Dataset to Emulate Complex Coastal Processes ICML 2025 CoDeR: Counterfactual Demand Reasoning for Sequential Recommendation AAAI 2025 CODI: Compressing Chain-of-Thought into Continuous Space via Self-Distillation EMNLP 2025 Cognitive Fluctuations Enhanced Attention Network for Knowledge Tracing AAAI 2025 Collapsed Language Models Promote Fairness ICLR 2025 Collapse-Proof Non-Contrastive Self-Supervised Learning ICML 2025 CoMapGS: Covisibility Map-based Gaussian Splatting for Sparse Novel View Synthesis CVPR 2025 Combining Automated and Manual Data for Effective Downstream Fine-Tuning of Transformers for Low-Resource Language Applications ACL 2025 COMM: Concentrated Margin Maximization for Robust Document-Level Relation Extraction AAAI 2025 ConceptSplit: Decoupled Multi-Concept Personalization of Diffusion Models via Token-wise Adaptation and Attention Disentanglement ICCV 2025 ConLoan: A Contrastive Multilingual Dataset for Evaluating Loanwords ACL 2025 ConSim: Measuring Concept-Based Explanations’ Effectiveness with Automated Simulatability ACL 2025 ConstStyle: Robust Domain Generalization with Unified Style Transformation ICCV 2025 Content-free Logical Modification of Large Language Model by Disentangling and Modifying Logic Representation AAAI 2025 Continuity-Preserving Convolutional Autoencoders for Learning Continuous Latent Dynamical Models from Images ICLR 2025 CoRe: Context-Regularized Text Embedding Learning for Text-to-Image Personalization AAAI 2025 Correcting Deviations from Normality: A Reformulated Diffusion Model for Multi-Class Unsupervised Anomaly Detection CVPR 2025