Optimization

Large Language Model Meets Constraint Propagation IJCAI 2025 Large Language Models Can Solve Real-World Planning Rigorously with Formal Verification Tools NAACL 2025 Larger or Smaller Reward Margins to Select Preferences for LLM Alignment? ICML 2025 Large-scale Multi-view Tensor Clustering with Implicit Linear Kernels CVPR 2025 Large Vocabulary Size Improves Large Language Models ACL 2025 Last-iterate Convergence in Regularized Graphon Mean Field Game AAAI 2025 Last Iterate Convergence of Incremental Methods as a Model of Forgetting ICLR 2025 Last-iterate Convergence of Shuffling Momentum Gradient Method under the Kurdyka-Lojasiewicz Inequality JMLR 2025 Latent-EnSF: A Latent Ensemble Score Filter for High-Dimensional Data Assimilation with Sparse Observation Data ICLR 2025 LAWCAT: Efficient Distillation from Quadratic to Linear Attention with Convolution across Tokens for Long Context Modeling EMNLP 2025 LayerAct: Advanced Activation Mechanism for Robust Inference of CNNs AAAI 2025 Layered-Parameter Perturbation for Zeroth-Order Optimization of Optical Neural Networks AAAI 2025 LayoutVLM: Differentiable Optimization of 3D Layout via Vision-Language Models CVPR 2025 Layout-your-3D: Controllable and Precise 3D Generation with 2D Blueprint ICLR 2025 LazyMAR: Accelerating Masked Autoregressive Models via Feature Caching ICCV 2025 Lazy Testing of Machine-Learning Models IJCAI 2025 LDAdam: Adaptive Optimization from Low-Dimensional Gradient Statistics ICLR 2025 Lean and Mean Adaptive Optimization via Subset-Norm and Subspace-Momentum with Convergence Guarantees ICML 2025 LEAPS: A discrete neural sampler via locally equivariant networks ICML 2025 Learnable Fractional Reaction-Diffusion Dynamics for Under-Display ToF Imaging and Beyond ICCV 2025 Learned Image Compression with Hierarchical Progressive Context Modeling ICCV 2025 Learngene Tells You How to Customize: Task-Aware Parameter Initialization at Flexible Scales ICML 2025 Learning Advanced Self-Attention for Linear Transformers in the Singular Value Domain IJCAI 2025 Learning Adversarial MDPs with Stochastic Hard Constraints ICML 2025 Learning a Neural Solver for Parametric PDEs to Enhance Physics-Informed Methods ICLR 2025