discrete optimization

A GPU-based Constraint Programming Solver AAAI 2026 GlitchMiner: Mining Glitch Tokens in Large Language Models via Gradient-based Discrete Optimization AAAI 2026 Online Cross-Modal Hashing with Expanding Label Space AAAI 2026 promptolution: A Unified, Modular Framework for Prompt Optimization EACL 2026 Anchor Search: A Unified Framework for Suboptimal Bidirectional Search AAAI 2025 Asymmetric Cross-Modal Hashing Based on Formal Concept Analysis AAAI 2025 Boundary Decomposition for Finding Nadir Objective Vector in Multi-Objective Discrete Optimization AAAI 2025 Difference-of-submodular Bregman Divergence ICLR 2025 DisCo-DSO: Coupling Discrete and Continuous Optimization for Efficient Generative Design in Hybrid Spaces AAAI 2025 Functional Homotopy: Smoothing Discrete Optimization via Continuous Parameters for LLM Jailbreak Attacks ICLR 2025 Gradient Inversion Attack in Federated Learning: Exposing Text Data through Discrete Optimization COLING 2025 Improved MMS Approximations for Few Agent Types IJCAI 2025 MATWA: A Web Toolkit for Matching Under Preferences AAAI 2025 On the Hardness of Training Deep Neural Networks Discretely AAAI 2025 QPM: Discrete Optimization for Globally Interpretable Image Classification ICLR 2025 Scalable Causal Structure Learning via Amortized Conditional Independence Testing CLeaR 2025 SEE: Strategic Exploration and Exploitation for Cohesive In-Context Prompt Optimization ACL 2025 STEPS: Sequential Probability Tensor Estimation for Text-to-Image Hard Prompt Search CVPR 2025 Theoretically Grounded Pruning of Large Ground Sets for Constrained, Discrete Optimization AISTATS 2025 A Combinatorial Algorithm for the Semi-Discrete Optimal Transport Problem NeurIPS 2024 A Novel Skip Orthogonal List for Dynamic Optimal Transport Problem AAAI 2024 ASETF: A Novel Method for Jailbreak Attack on LLMs through Translate Suffix Embeddings EMNLP 2024 A survey and benchmark of high-dimensional Bayesian optimization of discrete sequences NeurIPS 2024 Connecting Large Language Models with Evolutionary Algorithms Yields Powerful Prompt Optimizers ICLR 2024 Controlling Continuous Relaxation for Combinatorial Optimization NeurIPS 2024