Optimization

Aerial Coverage Path Planning in Nuclear Emergencies IJCAI 2025 Aerodynamic Coefficients Prediction via Cross-Attention Fusion and Physical-Informed Training AAAI 2025 Aesthetic Post-Training Diffusion Models from Generic Preferences with Step-by-step Preference Optimization CVPR 2025 A Fast and Accurate ANN-SNN Conversion Algorithm with Negative Spikes IJCAI 2025 AffinityFlow: Guided Flows for Antibody Affinity Maturation ICML 2025 A First-order Generative Bilevel Optimization Framework for Diffusion Models ICML 2025 A First Runtime Analysis of NSGA-III on a Many-Objective Multimodal Problem: Provable Exponential Speedup via Stochastic Population Update IJCAI 2025 AFL: A Single-Round Analytic Approach for Federated Learning with Pre-trained Models CVPR 2025 AFlow: Automating Agentic Workflow Generation ICLR 2025 A Framework for Effective Invocation Methods of Various LLM Services COLING 2025 AFUNet: Cross-Iterative Alignment-Fusion Synergy for HDR Reconstruction via Deep Unfolding Paradigm ICCV 2025 A General Framework for Inference-time Scaling and Steering of Diffusion Models ICML 2025 A Generalization Result for Convergence in Learning-to-Optimize ICML 2025 A Generic Continuous Multi-Joint Spinal Robotic System for Agile and Accurate Behaviors with GNN-MPC method RSS 2025 Agentic Reward Modeling: Integrating Human Preferences with Verifiable Correctness Signals for Reliable Reward Systems ACL 2025 AgentInit: Initializing LLM-based Multi-Agent Systems via Diversity and Expertise Orchestration for Effective and Efficient Collaboration EMNLP 2025 Agent-Oriented Planning in Multi-Agent Systems ICLR 2025 AGFSync: Leveraging AI-Generated Feedback for Preference Optimization in Text-to-Image Generation AAAI 2025 Agreement-Constrained Probabilistic Minimum Bayes Risk Decoding IJCNLP 2025 A High-Efficiency Federated Learning Method Using Complementary Pruning for D2D Communication (Student Abstract) AAAI 2025 A Hybrid Framework for Airfoil Optimization: Combining PINNs and Genetic Algorithm (Student Abstract) AAAI 2025 AIM: Let Any Multimodal Large Language Models Embrace Efficient In-Context Learning AAAI 2025 AIMMerging: Adaptive Iterative Model Merging Using Training Trajectories for Language Model Continual Learning EMNLP 2025 Aioli: A Unified Optimization Framework for Language Model Data Mixing ICLR 2025 A Joint Optimization Framework for Enhancing Efficiency of Tool Utilization in LLM Agents ACL 2025