Representation Learning

MIGDiff: Multi-attributes Imputations for Attribute-missing Graphs via Graph Denoising Diffusion Model AAAI 2026 Mimic-X: A Large-Scale Motion Dataset via Fast Physics-Based Controller Adaptation AAAI 2026 MISF: MLLM Guided Iterative Sample Filtering for Data Fault Detection AAAI 2026 Mitigating Spurious Correlations in Text Classification Using Latent Space Geometry ACL 2026 Mixture-of-Trees: Learning to Select and Weigh Reasoning Paths for Efficient LLM Inference AAAI 2026 MM4Rec: Multi-Source and Multi-Scenario Recommender for Unified User Preference AAAI 2026 mmJEPA-ECG: Cross-Posture Robust Contactless Electrocardiogram Monitoring via Millimeter Wave Radar Sensing AAAI 2026 MMPG: MoE-based Adaptive Multi-Perspective Graph Fusion for Protein Representation Learning AAAI 2026 mmWEAVER: Environment-Specific mmWave Signal Synthesis from a Photo and Activity Description WACV 2026 MoCHA: Advanced Vision-Language Reasoning with MoE Connector and Hierarchical Group Attention AAAI 2026 Modality Matching Matters: Calibrating Language Distances for Cross-Lingual Transfer in URIEL+ EACL 2026 Modeling Changing Scientific Concepts with Complex Networks: A Case Study on the Chemical Revolution EACL 2026 Modeling Item-Level Dynamic Variability with Residual Diffusion for Bundle Recommendation AAAI 2026 Modeling Rapid Contextual Learning in the Visual Cortex with Fast-Weight Deep Autoencoder Networks AAAI 2026 Modelling the Effects of Hearing Loss on Neural Coding in the Auditory Midbrain with Variational Conditioning AAAI 2026 MODIX: A Training-Free Multimodal Information-Driven Positional Index Scaling for Vision-Language Models CVPR 2026 MOGO: Residual Quantized Hierarchical Causal Transformer for Real-Time and Infinite-Length 3D Human Motion Generation AAAI 2026 Moire Zero: An Efficient and High-Performance Neural Architecture for Moire Removal WACV 2026 MoSE: Hierarchical Self-Distillation Enhances Early Layer Embeddings AAAI 2026 MoToRec: Sparse-Regularized Multimodal Tokenization for Cold-Start Recommender AAAI 2026 MovSemCL: Movement-Semantics Contrastive Learning for Trajectory Similarity AAAI 2026 MPAS: Breaking Sequential Constraints of Multi-Agent Communication Topologies via Individual-Epistemic Message Propagation AAAI 2026 MS^2Gait: A Multi-Scale Spatio-Temporal Fusion Network for LiDAR-based Gait Recognition CVPR 2026 MSAnchor: De Novo Molecular Generation from Mass Spectrometry Data with Anchor-Extended Molecular Scaffolds AAAI 2026 MSPCaps: A Multi-Scale Patchify Capsule Network with Cross-Agreement Routing for Visual Recognition AAAI 2026