Artificial Intelligence

MERaLiON-AudioLLM: Advancing Speech and Language Understanding for Singapore ACL 2025 MEraser: An Effective Fingerprint Erasure Approach for Large Language Models ACL 2025 MERGE$^3$: Efficient Evolutionary Merging on Consumer-grade GPUs ICML 2025 Merge Hijacking: Backdoor Attacks to Model Merging of Large Language Models ACL 2025 MergeME: Model Merging Techniques for Homogeneous and Heterogeneous MoEs NAACL 2025 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 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 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 MERMAID: Multi-perspective Self-reflective Agents with Generative Augmentation for Emotion Recognition EMNLP 2025 MerryQuery: A Trustworthy LLM-Powered Tool Providing Personalized Support for Educators and Students AAAI 2025 MeshAnything V2: Artist-Created Mesh Generation with Adjacent Mesh Tokenization ICCV 2025 MeshArt: Generating Articulated Meshes with Structure-Guided Transformers CVPR 2025 MeshLLM: Empowering Large Language Models to Progressively Understand and Generate 3D Mesh ICCV 2025 MeshPad: Interactive Sketch-Conditioned Artist-Reminiscent Mesh Generation and Editing ICCV 2025 Mesh Watermark Removal Attack and Mitigation: A Novel Perspective of Function Space AAAI 2025 MES-RAG: Bringing Multi-modal, Entity-Storage, and Secure Enhancements to RAG NAACL 2025 MetaAgent: Automatically Constructing Multi-Agent Systems Based on Finite State Machines ICML 2025 MetaAlign: Align Large Language Models with Diverse Preferences during Inference Time NAACL 2025