Machine Learning

An Empirical Study of LLM-as-a-Judge for LLM Evaluation: Fine-tuned Judge Model is not a General Substitute for GPT-4 ACL 2025 An Empirical Study of LLM Reasoning Ability Under Strict Output Length Constraint EMNLP 2025 An Empirical Study of Position Bias in Modern Information Retrieval EMNLP 2025 An empirical study of validating synthetic data for formula generation NAACL 2025 An Empirical Study on Strong-Weak Model Collaboration for Repo-level Code Generation EMNLP 2025 An Encoder-Agnostic Weakly Supervised Method for Describing Textures WACV 2025 An End-to-End Model for Logits-Based Large Language Models Watermarking ICML 2025 An End-to-End Robust Point Cloud Semantic Segmentation Network with Single-Step Conditional Diffusion Models CVPR 2025 An End-to-End Simple Clustering Hierarchical Pooling Operation for Graph Learning Based on Top-K Node Selection IJCAI 2025 An Enhanced Levenberg--Marquardt Method via Gram Reduction AAAI 2025 An Error Analysis of Flow Matching for Deep Generative Modeling ICML 2025 A Neuro-Symbolic Framework for Sequence Classification with Relational and Temporal Knowledge IJCAI 2025 An Evaluation Framework for Product Images Background Inpainting Based on Human Feedback and Product Consistency AAAI 2025 An Evaluation of Approaches to Train Embeddings for Logical Inference (Student Abstract) AAAI 2025 A New Adversarial Perspective for LiDAR-based 3D Object Detection AAAI 2025 A New Benchmark and Baseline for Real-Time High-Resolution Image Inpainting on Edge Devices WACV 2025 A New Concentration Inequality for Sampling Without Replacement and Its Application for Transductive Learning ICML 2025 A New Federated Learning Framework Against Gradient Inversion Attacks AAAI 2025 A New Formula for Sticker Retrieval: Reply with Stickers in Multi-Modal and Multi-Session Conversation AAAI 2025 A New Formulation of Zipf’s Meaning-Frequency Law through Contextual Diversity ACL 2025 A new framework for evaluating model out-of-distribution generalisation for the biochemical domain ICLR 2025 A New Perspective on Shampoo's Preconditioner ICLR 2025 A New Random Reshuffling Method for Nonsmooth Nonconvex Finite-sum Optimization JMLR 2025 A New Statistical Model of Star Speckles for Learning to Detect and Characterize Exoplanets in Direct Imaging Observations CVPR 2025 An Exemplar-based Framework for Chinese Text Recognition AAAI 2025