Machine Learning

A Manifold Perspective on the Statistical Generalization of Graph Neural Networks ICML 2025 A Many-Objective Problem Where Crossover Is Provably Indispensable AAAI 2025 A Market for Accuracy: Classification Under Competition ICML 2025 AMAS: Adaptively Determining Communication Topology for LLM-based Multi-agent System EMNLP 2025 A Matching-Based Algorithm for the Traveling Tournament Problem AAAI 2025 Ambient Diffusion Posterior Sampling: Solving Inverse Problems with Diffusion Models Trained on Corrupted Data ICLR 2025 Ambiguity Awareness Optimization: Towards Semantic Disambiguation for Direct Preference Optimization EMNLP 2025 Ambiguity Detection and Uncertainty Calibration for Question Answering with Large Language Models NAACL 2025 Ambiguity-Restrained Text-Video Representation Learning for Partially Relevant Video Retrieval AAAI 2025 Ambiguous Instance-Aware Contrastive Network with Multi-Level Matching for Multi-View Document Clustering AAAI 2025 AMCrawl: An Arabic Web-Scale Dataset of Interleaved Image-Text Documents and Image-Text Pairs EMNLP 2025 AMD: Adaptive Momentum and Decoupled Contrastive Learning Framework for Robust Long-Tail Trajectory Prediction ICCV 2025 AMDANet: Attention-Driven Multi-Perspective Discrepancy Alignment for RGB-Infrared Image Fusion and Segmentation ICCV 2025 A Measure of the System Dependence of Automated Metrics ACL 2025 A Medical Image Classification Network Based on Multi-View Consistent Momentum Contrastive Learning IJCAI 2025 am-ELO: A Stable Framework for Arena-based LLM Evaluation ICML 2025 A Memory Efficient Randomized Subspace Optimization Method for Training Large Language Models ICML 2025 A Method for Enhancing Generalization of Adam by Multiple Integrations AAAI 2025 Amharic News Topic Classification: Dataset and Transformer-Based Model Benchmarks EMNLP 2025 AMI at WMT25 General Translation Task: How Low Can We Go? Finetuning Lightweight Llama Models for Low Resource Machine Translation EMNLP 2025 A Middle Path for On-Premises LLM Deployment: Preserving Privacy Without Sacrificing Model Confidentiality EMNLP 2025 Am I eligible? Natural Language Inference for Clinical Trial Patient Recruitment: the Patient’s Point of View NAACL 2025 A Mirror Descent Perspective of Smoothed Sign Descent UAI 2025 A MISMATCHED Benchmark for Scientific Natural Language Inference ACL 2025 A Mixed-Curvature based Pre-training Paradigm for Multi-Task Vehicle Routing Solver ICML 2025