Machine Learning

QUENCH: Measuring the gap between Indic and Non-Indic Contextual General Reasoning in LLMs COLING 2025 Queries, Representation & Detection: The Next 100 Model Fingerprinting Schemes AAAI 2025 Queryable Prototype Multiple Instance Learning with Vision-Language Models for Incremental Whole Slide Image Classification AAAI 2025 Query-Based and Unnoticeable Graph Injection Attack from Neighborhood Perspective IJCAI 2025 Query-based Knowledge Transfer for Heterogeneous Learning Environments ICLR 2025 Query-efficient Attack for Black-box Image Inpainting Forensics via Reinforcement Learning AAAI 2025 Query Efficient Black-Box Visual Prompting with Subspace Learning CVPR 2025 Query-focused Referentiability Learning for Zero-shot Retrieval NAACL 2025 Query-Focused Retrieval Heads Improve Long-Context Reasoning and Re-ranking EMNLP 2025 Query-LIFE: Query-aware Language Image Fusion Embedding for E-Commerce Relevance COLING 2025 Query Optimization for Parametric Knowledge Refinement in Retrieval-Augmented Large Language Models EMNLP 2025 Query Quantized Neural SLAM AAAI 2025 QueryShield: A Platform to Mitigate Enterprise Data Leakage in Queries to External LLMs NAACL 2025 Query Variant Detection Using Retriever as Environment NAACL 2025 Quest2DataAgent: Automating End-to-End Scientific Data Collection EMNLP 2025 QuEst: Enhancing Estimates of Quantile-Based Distributional Measures Using Model Predictions ICML 2025 Question Answering in Climate Adaptation for Agriculture: Model Development and Evaluation with Expert Feedback ACL 2025 Question-Aware Knowledge Graph Prompting for Enhancing Large Language Models ACL 2025 Question-guided Insights Generation for Automated Exploratory Data Analysis AAAI 2025 Questioning Our Questions: How Well Do Medical QA Benchmarks Evaluate Clinical Capabilities of Language Models? ACL 2025 QuEST: Low-bit Diffusion Model Quantization via Efficient Selective Finetuning ICCV 2025 Quest: Query-centric Data Synthesis Approach for Long-context Scaling of Large Language Model ICLR 2025 QuEST: Stable Training of LLMs with 1-Bit Weights and Activations ICML 2025 Quickest Detection of Adversarial Attacks Against Correlated Equilibria AAAI 2025 Quicksand: Harnessing Stranded Datacenter Resources with Granular Computing NSDI 2025