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Optimization

1203 directly classified papers

Papers per year

Papers

A Survey of Optimization Modeling Meets LLMs: Progress and Future Directions IJCAI 2025
Root Defense Strategies: Ensuring Safety of LLM at the Decoding Level ACL 2025
Humans as Checkerboards: Calibrating Camera Motion Scale for World-Coordinate Human Mesh Recovery ICCV 2025
Self-Clocked Round-Robin Packet Scheduling NSDI 2025
TKG-DM: Training-free Chroma Key Content Generation Diffusion Model CVPR 2025
Towards Optimal Evaluation Efficiency for Large Language Models EMNLP 2025
Efficiently Escaping Saddle Points in Bilevel Optimization JMLR 2025
Decouple and Decompose: Scaling Resource Allocation with DeDe OSDI 2025
Unleashing High-Quality Image Generation in Diffusion Sampling Using Second-Order Levenberg-Marquardt-Langevin ICCV 2025
SEE: Strategic Exploration and Exploitation for Cohesive In-Context Prompt Optimization ACL 2025
Selective Inference with Distributed Data JMLR 2025
Statistical Inference of Constrained Stochastic Optimization via Sketched Sequential Quadratic Programming JMLR 2025
Nonconvex Stochastic Bregman Proximal Gradient Method with Application to Deep Learning JMLR 2025
From Address Blocks to Authorized Prefixes: Redesigning RPKI ROV with a Hierarchical Hashing Scheme for Fast and Memory-Efficient Validation NSDI 2025
Dynamic angular synchronization under smoothness constraints JMLR 2025
Decentralized Asynchronous Optimization with DADAO allows Decoupling and Acceleration JMLR 2025
Algorithms for ridge estimation with convergence guarantees JMLR 2025
Proper losses regret at least 1/2-order JMLR 2025
Global Convergence of Adjoint-Optimized Neural PDEs JMLR 2025
Per-Pixel Solution of Multispectral Photometric Stereo WACV 2025
Derivative-Informed Neural Operator Acceleration of Geometric MCMC for Infinite-Dimensional Bayesian Inverse Problems JMLR 2025
Basilisk: Using Provenance Invariants to Automate Proofs of Undecidable Protocols OSDI 2025
A Linear N-Point Solver for Structure and Motion from Asynchronous Tracks ICCV 2025
DONIS: Importance Sampling for Training Physics-Informed DeepONet IJCAI 2025
Asymptotic Analysis of Weighted Fair Division IJCAI 2025