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Papers
Linear Steerability in Language Models: When It Emerges and How It Evolves
EMNLP 2025
Llama See, Llama Do: A Mechanistic Perspective on Contextual Entrainment and Distraction in LLMs
ACL 2025
LLaVA-KD: A Framework of Distilling Multimodal Large Language Models
ICCV 2025
LLM-Microscope: Uncovering the Hidden Role of Punctuation in Context Memory of Transformers
NAACL 2025
Local Scale Equivariance with Latent Deep Equilibrium Canonicalizer
ICCV 2025
Lock on Target! Precision Unlearning via Directional Control
EMNLP 2025
LOGICZSL: Exploring Logic-induced Representation for Compositional Zero-shot Learning
CVPR 2025
Long-Sequence Recommendation Models Need Decoupled Embeddings
ICLR 2025
Long-Tailed Classification with Multi-Granularity Semantics
ICCV 2025
Long-Term Individual Causal Effect Estimation via Identifiable Latent Representation Learning
IJCAI 2025
MAGMA: Manifold Regularization for MAEs
WACV 2025
MAGNET: Augmenting Generative Decoders with Representation Learning and Infilling Capabilities
ACL 2025
Masking meets Supervision: A Strong Learning Alliance
CVPR 2025
MASTER: A Multi-granularity Invariant Structure Clustering Scheme for Multi-view Clustering
IJCAI 2025
Matryoshka Multimodal Models
ICLR 2025
Max-Mahalanobis Anchors Guidance for Multi-View Clustering
AAAI 2025
MC3D-AD: A Unified Geometry-aware Reconstruction Model for Multi-category 3D Anomaly Detection
IJCAI 2025
MDFG: Multi-Dimensional Fine-Grained Modeling for Fatigue Detection
AAAI 2025
MEGAD: A Memory-Efficient Framework for Large-Scale Attributed Graph Anomaly Detection
IJCAI 2025
Memorization ≠ Understanding: Do Large Language Models Have the Ability of Scenario Cognition?
EMNLP 2025
Memory-Efficient Continual Learning with Neural Collapse Contrastive
WACV 2025
MENTOR: Multi-level Self-supervised Learning for Multimodal Recommendation
AAAI 2025
MergeVQ: A Unified Framework for Visual Generation and Representation with Disentangled Token Merging and Quantization
CVPR 2025
Meta-Learning for Adaptive Control with Automated Mirror Descent
L4DC 2025
Metapath and Hypergraph Structure-based Multi-Channel Graph Contrastive Learning for Student Performance Prediction
IJCAI 2025