Optimization

Instance-Optimal Pure Exploration for Linear Bandits on Continuous Arms ICML 2025 Instruction-Following Pruning for Large Language Models ICML 2025 Instruction-Oriented Preference Alignment for Enhancing Multi-Modal Comprehension Capability of MLLMs ICCV 2025 Integral Fast Fourier Color Constancy CVPR 2025 Integrating Independent Layer-Wise Rank Selection with Low-Rank SVD Training for Model Compression: A Theory-Driven Approach IJCAI 2025 Integrating Intermediate Layer Optimization and Projected Gradient Descent for Solving Inverse Problems with Diffusion Models ICML 2025 Integrating Symbolic Execution into the Fine-Tuning of Code-Generating LLMs NAACL 2025 Interactive Multimodal Learning via Flat Gradient Modification IJCAI 2025 Interactive Text Games: Lookahead Is All You Need! ACL 2025 Interactive Training: Feedback-Driven Neural Network Optimization EMNLP 2025 InternLM-XComposer2.5-Reward: A Simple Yet Effective Multi-Modal Reward Model ACL 2025 Intersectional Fairness in Reinforcement Learning with Large State and Constraint Spaces ICML 2025 Introducing Spotlight: A Novel Approach for Generating Captivating Key Information from Documents EMNLP 2025 Intuitive Fine-Tuning: Towards Simplifying Alignment into a Single Process ACL 2025 Inverse 3D Microscopy Rendering for Cell Shape Inference with Active Mesh ICCV 2025 Inverse Optimization via Learning Feasible Regions ICML 2025 Investigating Inference-time Scaling for Chain of Multi-modal Thought: A Preliminary Study ACL 2025 Investigating Omission as a Latency Reduction Strategy in Simultaneous Speech Translation IJCNLP 2025 Investigating the Overlooked Hessian Structure: From CNNs to LLMs ICML 2025 Investigating the Role of Weight Decay in Enhancing Nonconvex SGD CVPR 2025 Invisible Watermarks, Visible Gains: Steering Machine Unlearning with Bi-Level Watermarking Design ICCV 2025 IOP: An Idempotent-Like Optimization Method on the Pareto Front of Hypernetwork AAAI 2025 IOPO: Empowering LLMs with Complex Instruction Following via Input-Output Preference Optimization ACL 2025 ipezoTU at SemEval-2025 Task 7: Hybrid Ensemble Retrieval for Multilingual Fact-Checking SemEval 2025 IRT-Router: Effective and Interpretable Multi-LLM Routing via Item Response Theory ACL 2025