Optimization

From Address Blocks to Authorized Prefixes: Redesigning RPKI ROV with a Hierarchical Hashing Scheme for Fast and Memory-Efficient Validation NSDI 2025 From Learning to Optimize to Learning Optimization Algorithms AISTATS 2025 Functional Homotopy: Smoothing Discrete Optimization via Continuous Parameters for LLM Jailbreak Attacks ICLR 2025 Global Convergence of Adjoint-Optimized Neural PDEs JMLR 2025 GPU-Accelerated Parallel Bilevel Optimization for Roubst 6G ISAC AAAI 2025 Humans as Checkerboards: Calibrating Camera Motion Scale for World-Coordinate Human Mesh Recovery ICCV 2025 Improved Rank Aggregation Under Fairness Constraint IJCAI 2025 Improving Convergence Guarantees of Random Subspace Second-order Algorithm for Nonconvex Optimization ICLR 2025 Inverse Optimization with Prediction Market: A Characterization of Scoring Rules for Elciting System States AISTATS 2025 Joint Rate Allocation and Sensor Selection for Speech Enhancement in Wireless Acoustic Sensor Networks Interspeech 2025 Kamino: Efficient VM Allocation at Scale with Latency-Driven Cache-Aware Scheduling OSDI 2025 KP-PINNs: Kernel Packet Accelerated Physics Informed Neural Networks IJCAI 2025 Learning Complexity of Gradient Descent and Conjugate Gradient Algorithms AAAI 2025 Learning-enabled Polynomial Lyapunov Function Synthesis via High-Accuracy Counterexample-Guided Framework CVPR 2025 Learning Kolmogorov-Arnold Neural Activation Functions by Infinite-Dimensional Optimization L4DC 2025 Level Set Teleportation: An Optimization Perspective AISTATS 2025 Locally Private Sampling with Public Data AISTATS 2025 Massively Parallel Continuous Local Search for Hybrid SAT Solving on GPUs AAAI 2025 Matrix-Free Shared Intrinsics Bundle Adjustment CVPR 2025 Meta-Learning for Adaptive Control with Automated Mirror Descent L4DC 2025 MetaSymNet: A Tree-like Symbol Network with Adaptive Architecture and Activation Functions AAAI 2025 Modeling Latent Non-Linear Dynamical System over Time Series AAAI 2025 Multiple Mean-Payoff Optimization Under Local Stability Constraints AAAI 2025 Multiple Wasserstein Gradient Descent Algorithm for Multi-Objective Distributional Optimization UAI 2025 Multi-Shape Matching with Cycle Consistency Basis via Functional Maps AAAI 2025