Machine Learning

InstructPart: Task-Oriented Part Segmentation with Instruction Reasoning ACL 2025 InstructRAG: Instructing Retrieval-Augmented Generation via Self-Synthesized Rationales ICLR 2025 InstructSeg: Unifying Instructed Visual Segmentation with Multi-modal Large Language Models ICCV 2025 Instruct-SkillMix: A Powerful Pipeline for LLM Instruction Tuning ICLR 2025 Instruct Where the Model Fails: Generative Data Augmentation via Guided Self-contrastive Fine-tuning AAAI 2025 InsViE-1M: Effective Instruction-based Video Editing with Elaborate Dataset Construction ICCV 2025 InteDisUX: Intepretation-Guided Discriminative User-Centric Explanation for Time Series AAAI 2025 Integer Programming Based Methods and Heuristics for Causal Graph Learning AISTATS 2025 Integral Fast Fourier Color Constancy CVPR 2025 Integral Probability Metrics Meet Neural Networks: The Radon-Kolmogorov-Smirnov Test JMLR 2025 Integrating Audio, Visual, and Semantic Information for Enhanced Multimodal Speaker Diarization on Multi-party Conversation ACL 2025 Integrating Co-Training with Edge Discrimination to Enhance Graph Neural Networks Under Heterophily AAAI 2025 Integrating Expert Labels into LLM-based Emission Goal Detection: Example Selection vs Automatic Prompt Design ACL 2025 Integrating Group-based Preferences from Coarse to Fine for Cold-start Users Recommendation COLING 2025 Integrating Independent Layer-Wise Rank Selection with Low-Rank SVD Training for Model Compression: A Theory-Driven Approach IJCAI 2025 Integrating Inference and Experimental Design for Contextual Behavioral Model Learning AAAI 2025 Integrating Intermediate Layer Optimization and Projected Gradient Descent for Solving Inverse Problems with Diffusion Models ICML 2025 Integrating Large Language Models and Möbius Group Transformations for Temporal Knowledge Graph Embedding on the Riemann Sphere AAAI 2025 Integrating Low-Level Visual Cues for Enhanced Unsupervised Semantic Segmentation AAAI 2025 Integrating Multi-Source Data for Long Sequence Precipitation Forecasting AAAI 2025 Integrating Neurosymbolic AI in Advanced Air Mobility: A Comprehensive Survey IJCAI 2025 Integrating Personalized Spatio-Temporal Clustering for Next POI Recommendation AAAI 2025 Integrating Protein Dynamics into Structure-Based Drug Design via Full-Atom Stochastic Flows ICLR 2025 Integrating Sequence and Image Modeling in Irregular Medical Time Series Through Self-Supervised Learning AAAI 2025 Integrating Symbolic Execution into the Fine-Tuning of Code-Generating LLMs NAACL 2025