Representation Learning

ConQuer: A Framework for Concept-Based Quiz Generation NAACL 2025 Consensus-Guided Incomplete Multi-view Clustering via Cross-view Affinities Learning IJCAI 2025 ConSim: Measuring Concept-Based Explanations’ Effectiveness with Automated Simulatability ACL 2025 Consistency-aware Self-Training for Iterative-based Stereo Matching CVPR 2025 Constrain Alignment with Sparse Autoencoders ICML 2025 Constrained Non-negative Matrix Factorization for Guided Topic Modeling of Minority Topics EMNLP 2025 Constraining Sequential Model Editing with Editing Anchor Compression NAACL 2025 Constructions are Revealed in Word Distributions EMNLP 2025 Content-aware Balanced Spectrum Encoding in Masked Modeling for Time Series Classification AAAI 2025 Content-Style Learning from Unaligned Domains: Identifiability under Unknown Latent Dimensions ICLR 2025 Context-aware Inductive Knowledge Graph Completion with Latent Type Constraints and Subgraph Reasoning AAAI 2025 Context-Aware Sentiment Forecasting via LLM-based Multi-Perspective Role-Playing Agents ACL 2025 ConText: Driving In-context Learning for Text Removal and Segmentation ICML 2025 Context-Enhanced Memory-Refined Transformer for Online Action Detection CVPR 2025 ConText-LE: Cross-Distribution Generalization for Longitudinal Experiential Data via Narrative-Based LLM Representations EMNLP 2025 Contextures: Representations from Contexts ICML 2025 Continuous Diffusion for Mixed-Type Tabular Data ICLR 2025 Continuous, Subject-Specific Attribute Control in T2I Models by Identifying Semantic Directions CVPR 2025 Continuum Attention for Neural Operators JMLR 2025 CONTRANS: Weak-to-Strong Alignment Engineering via Concept Transplantation COLING 2025 Contrastive Auxiliary Learning with Structure Transformation for Heterogeneous Graphs AAAI 2025 Contrastive Flow Matching ICCV 2025 Contrastive Functional Principal Component Analysis AAAI 2025 Contrastive Learning of Image Representations Guided by Spatial Relations WACV 2025 Contrastive Learning Using Graph Embeddings for Domain Adaptation of Language Models in the Process Industry EMNLP 2025