Machine Learning

MERGE: Multi-faceted Hierarchical Graph-based GNN for Gene Expression Prediction from Whole Slide Histopathology Images CVPR 2025 Mergenetic: a Simple Evolutionary Model Merging Library ACL 2025 MergeNet: Knowledge Migration Across Heterogeneous Models, Tasks, and Modalities AAAI 2025 MergeOcc: Bridge the Domain Gap between Different LiDARs for Robust Occupancy Prediction ICCV 2025 MergePrint: Merge-Resistant Fingerprints for Robust Black-box Ownership Verification of Large Language Models ACL 2025 Merger-as-a-Stealer: Stealing Targeted PII from Aligned LLMs with Model Merging EMNLP 2025 Merge then Realign: Simple and Effective Modality-Incremental Continual Learning for Multimodal LLMs EMNLP 2025 MergeVQ: A Unified Framework for Visual Generation and Representation with Disentangled Token Merging and Quantization CVPR 2025 Merging and Disentangling Views in Visual Reinforcement Learning for Robotic Manipulation CoRL 2025 Merging LoRAs like Playing LEGO: Pushing the Modularity of LoRA to Extremes Through Rank-Wise Clustering ICLR 2025 Merging Mechanisms for Ads and Organic Items in E-commerce Platforms AAAI 2025 MeRino: Entropy-Driven Design for Generative Language Models on IoT Devices AAAI 2025 MERIT: Maximum-normalized Element-wise Ratio for Language Model Large-batch Training ICML 2025 MERIT: Multi-Agent Collaboration for Unsupervised Time Series Representation Learning ACL 2025 Meronymic Ontology Extraction via Large Language Models IJCNLP 2025 MESC-3D:Mining Effective Semantic Cues for 3D Reconstruction from a Single Image CVPR 2025 MeshAnything V2: Artist-Created Mesh Generation with Adjacent Mesh Tokenization ICCV 2025 MeshGen: Generating PBR Textured Mesh with Render-Enhanced Auto-Encoder and Generative Data Augmentation CVPR 2025 MeshMask: Physics-Based Simulations with Masked Graph Neural Networks ICLR 2025 Mesh Watermark Removal Attack and Mitigation: A Novel Perspective of Function Space AAAI 2025 MessIRve: A Large-Scale Spanish Information Retrieval Dataset EMNLP 2025 Met2Net: A Decoupled Two-Stage Spatio-Temporal Forecasting Model for Complex Meteorological Systems ICCV 2025 MetaAlign: Align Large Language Models with Diverse Preferences during Inference Time NAACL 2025 metabench - A Sparse Benchmark of Reasoning and Knowledge in Large Language Models ICLR 2025 Meta-Black-Box-Optimization through Offline Q-function Learning ICML 2025