Representation Learning

KAES: Multi-aspect Shared Knowledge Finding and Aligning for Cross-prompt Automated Scoring of Essay Traits AAAI 2025 KDPE: A Kernel Density Estimation Strategy for Diffusion Policy Trajectory Selection CoRL 2025 KERL: Knowledge-Enhanced Personalized Recipe Recommendation using Large Language Models ACL 2025 Kernel Representation Learning for Time Sequence: Algorithm, Theory, and Applications AAAI 2025 KeyPose: Category-Level 6D Object Pose Estimation with Self-Adaptive Keypoints AAAI 2025 KGE Calibrator: An Efficient Probability Calibration Method of Knowledge Graph Embedding Models for Trustworthy Link Prediction EMNLP 2025 K-hop Hypergraph Neural Network: A Comprehensive Aggregation Approach AAAI 2025 kh: Symmetry Understanding of 3D Shapes via Chirality Disentanglement ICCV 2025 Know2Vec: A Black-Box Proxy for Neural Network Retrieval AAAI 2025 Knowledge-Enhanced Hierarchical Heterogeneous Graph for Personality Identification with Limited Training Data AAAI 2025 Knowledge-enhanced Multimodal ECG Representation Learning with Arbitrary-Lead Inputs EMNLP 2025 Knowledge Graph Entity Typing with Curriculum Contrastive Learning COLING 2025 Knowledge Is Power: Harnessing Large Language Models for Enhanced Cognitive Diagnosis AAAI 2025 Knowledge Swapping via Learning and Unlearning ICML 2025 Know Where You Are From: Event-Based Segmentation via Spatio-Temporal Propagation AAAI 2025 KodCode: A Diverse, Challenging, and Verifiable Synthetic Dataset for Coding ACL 2025 Kolmogorov-Arnold Networks Still Catastrophically Forget but Differently from MLP AAAI 2025 KoNODE: Koopman-Driven Neural Ordinary Differential Equations with Evolving Parameters for Time Series Analysis ICML 2025 KoopMotion: Learning Almost Divergence Free Koopman Flow Fields for Motion Planning CoRL 2025 KP-PINNs: Kernel Packet Accelerated Physics Informed Neural Networks IJCAI 2025 KVFKT: A New Horizon in Knowledge Tracing with Attention-Based Embedding and Forgetting Curve Integration COLING 2025 L3TC: Leveraging RWKV for Learned Lossless Low-Complexity Text Compression AAAI 2025 Label Drop for Multi-Aspect Relation Modeling in Universal Information Extraction NAACL 2025 Label-Free Distinctiveness: Building a Continuous Trademark Scale via Synthetic Anchors EMNLP 2025 Laboring on less labors: RPCA Paradigm for Pan-sharpening ICCV 2025