Optimization

Tool learning via Inference-time Scaling and Cycle Verifier ACL 2025 Tooth: Toward Optimal Balance of Video QoE and Redundancy Cost by Fine-Grained FEC in Cloud Gaming Streaming NSDI 2025 Topic Modeling for Short Texts via Optimal Transport-Based Clustering ACL 2025 TopoCellGen: Generating Histopathology Cell Topology with a Diffusion Model CVPR 2025 Topological Schrödinger Bridge Matching ICLR 2025 Topology-Aware 3D Gaussian Splatting: Leveraging Persistent Homology for Optimized Structural Integrity AAAI 2025 TopV: Compatible Token Pruning with Inference Time Optimization for Fast and Low-Memory Multimodal Vision Language Model CVPR 2025 Toward Adaptive Large Language Models Structured Pruning via Hybrid-grained Weight Importance Assessment AAAI 2025 Toward a Unified Theory of Gradient Descent under Generalized Smoothness ICML 2025 Toward Automatic Discovery of a Canine Phonetic Alphabet ACL 2025 Toward Robust Neural Reconstruction from Sparse Point Sets CVPR 2025 Towards Accurate and Efficient 3D Object Detection for Autonomous Driving: A Mixture of Experts Computing System on Edge ICCV 2025 Towards Accurate Binary Spiking Neural Networks: Learning with Adaptive Gradient Modulation Mechanism AAAI 2025 Towards Adversarially Robust Dataset Distillation by Curvature Regularization AAAI 2025 Towards Better Alignment: Training Diffusion Models with Reinforcement Learning Against Sparse Rewards CVPR 2025 Towards Better Robustness Against Natural Corruptions in Document Tampering Localization AAAI 2025 Towards Better Spherical Sliced-Wasserstein Distance Learning with Data-Adaptive Discriminative Projection Direction AAAI 2025 Towards Certification of Uncertainty Calibration under Adversarial Attacks ICLR 2025 Towards Codec-LM Co-design for Neural Codec Language Models NAACL 2025 Towards Consistent Multi-Task Learning: Unlocking the Potential of Task-Specific Parameters CVPR 2025 Towards Economical Inference: Enabling DeepSeek’s Multi-Head Latent Attention in Any Transformer-based LLMs ACL 2025 Towards Efficient Low-Order Hybrid Optimizer for Language Model Fine-Tuning AAAI 2025 Towards Equilibrium: An Instantaneous Probe-and-Rebalance Multimodal Learning Approach IJCAI 2025 Towards Explainable Hate Speech Detection ACL 2025 Towards Explaining the Power of Constant-depth Graph Neural Networks for Structured Linear Programming ICLR 2025