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Optimization

14207 directly classified papers

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Auxiliary Gene Learning: Spatial Gene Expression Estimation by Auxiliary Gene Selection AAAI 2026
Prompting Adversarial Transferability via Path Flatness Attack AAAI 2026
Improving the Convergence Rate of Ray Search Optimization for Query-Efficient Hard-Label Attacks AAAI 2026
Constrained Molecule Generation Modelled Using the Grammar Constraint AAAI 2026
Cubing for Tuning AAAI 2026
T-SKM-Net: Trainable Neural Network Framework for Linear Constraint Satisfaction via Sampling Kaczmarz-Motzkin Method AAAI 2026
SACO: Sequence-Aware Constrained Optimization Framework for Coupon Distribution in E-commerce AAAI 2026
REACTION: Parameter-Efficient Learning for Recommendation AAAI 2026
Rethinking Crystal Symmetry Prediction: A Decoupled Perspective AAAI 2026
Counterfactual eXplainable AI (XAI) Method for Deep Learning-Based Multivariate Time Series Classification AAAI 2026
Inferring Heterogeneous Private Valuations from Offline Market Data via Entropic Risk-Sensitive Utility Maximization AAAI 2026
FT-NCFM: An Influence-Aware Data Distillation Framework for Efficient VLA Models AAAI 2026
Just Few States Are Enough: Randomized Sparse Feedback for Stability of Dynamical Systems AAAI 2026
Efficient Rule Induction by Ignoring Pointless Rules AAAI 2026
Symmetry Breaking for Inductive Logic Programming AAAI 2026
Towards Robust Edge Model Adaptation via Elastic Architecture Search AAAI 2026
Towards Explainable Hate Speech Detection ACL 2025
An Adaptive Parameter-free and Projection-free Restarting Level Set Method for Constrained Convex Optimization Under the Error Bound Condition JMLR 2025
Low-Rank Interconnected Adaptation across Layers ACL 2025
Decentralized Asynchronous Optimization with DADAO allows Decoupling and Acceleration JMLR 2025
Bridging Robustness and Generalization Against Word Substitution Attacks in NLP via the Growth Bound Matrix Approach ACL 2025
Automated Fine-Grained Mixture-of-Experts Quantization ACL 2025
Learning Verified Safe Neural Network Controllers for Multi-Agent Path Finding AAAI 2025
Length-Induced Embedding Collapse in PLM-based Models ACL 2025
Streamlining the Collaborative Chain of Models into A Single Forward Pass in Generation-Based Tasks ACL 2025