Representation Learning

Toward Efficient Sparse Autoencoder-Guided Steering for Improved In-Context Learning in Large Language Models EMNLP 2025 Toward Interpretable Time Series Modeling: A Kernel Representation Perspective IJCAI 2025 Toward Robust Neural Reconstruction from Sparse Point Sets CVPR 2025 Towards Achieving Concept Completeness for Textual Concept Bottleneck Models EMNLP 2025 Towards a learning theory of representation alignment ICLR 2025 Towards an AI Course Based on Neural Networks AAAI 2025 Towards an Explainable Comparison and Alignment of Feature Embeddings ICML 2025 Towards Anytime Retrieval: A Benchmark for Anytime Person Re-Identification IJCAI 2025 Towards a Unified Framework of Clustering-based Anomaly Detection ICML 2025 Towards Author-informed NLP: Mind the Social Bias EMNLP 2025 Towards Automated Error Discovery: A Study in Conversational AI EMNLP 2025 Towards Automated Knowledge Integration From Human-Interpretable Representations ICLR 2025 Towards Bridging Generalization and Expressivity of Graph Neural Networks ICLR 2025 Towards Continuous Reuse of Graph Models via Holistic Memory Diversification ICLR 2025 Towards Controllable Speech Synthesis in the Era of Large Language Models: A Systematic Survey EMNLP 2025 Towards Efficient Object Re-Identification with a Novel Cloud-Edge Collaborative Framework AAAI 2025 Towards Enhanced Image Inpainting: Mitigating Unwanted Object Insertion and Preserving Color Consistency CVPR 2025 Towards Escaping from Class Dependency Modeling for Multi-Dimensional Classification ICML 2025 Towards Explainable and Unprecedented Accuracy in Matching Challenging Finger Crease Patterns CVPR 2025 Towards Fairness with Limited Demographics via Disentangled Learning IJCAI 2025 Towards Federated Low-Rank Adaptation of Language Models with Rank Heterogeneity NAACL 2025 Towards flexible perception with visual memory ICML 2025 Towards Generalizable Neural Simulators: Addressing Distribution Shifts Induced by Environmental and Temporal Variations IJCAI 2025 Towards Generalized Face Anti-Spoofing from a Frequency Shortcut View WACV 2025 Towards High-fidelity 3D Talking Avatar with Personalized Dynamic Texture CVPR 2025