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Theory

4950 directly classified papers

Papers per year

Papers

List Update with Prediction AAAI 2025
Human and AI Perceptual Differences in Image Classification Errors AAAI 2025
Back to the Future of Integrated Robot Systems AAAI 2025
Formal Synthesis of Safe Kolmogorov-Arnold Network Controllers with Barrier Certificates IJCAI 2025
Neuron Similarity-Based Neural Network Verification via Abstraction and Refinement IJCAI 2025
Efficient Visual Representation Learning with Heat Conduction Equation IJCAI 2025
Assessing the Exposure to Public Knowledge in Policy-Protected Description Logic Ontologies IJCAI 2025
Theoretical Insights in Model Inversion Robustness and Conditional Entropy Maximization for Collaborative Inference Systems CVPR 2025
Towards Generalizable Neural Simulators: Addressing Distribution Shifts Induced by Environmental and Temporal Variations IJCAI 2025
The First Theoretical Approximation Guarantees for the Non-Dominated Sorting Genetic Algorithm III (NSGA-III) IJCAI 2025
Toward Interpretable Time Series Modeling: A Kernel Representation Perspective IJCAI 2025
Computationally Hard Problems Are Hard for QBF Proof Systems Too AAAI 2025
The (Exact) Price of Cardinality for Indivisible Goods: A Parametric Perspective AAAI 2025
On the Interplay between Positional Encodings, Morphological Complexity, and Word Order Flexibility IJCNLP 2025
ProxAnn: Use-Oriented Evaluations of Topic Models and Document Clustering ACL 2025
Identifying Predictions That Influence the Future: Detecting Performative Concept Drift in Data Streams AAAI 2025
Two-Timescale Critic-Actor for Average Reward MDPs with Function Approximation AAAI 2025
Beyond Surface-Level Patterns: An Essence-Driven Defense Framework Against Jailbreak Attacks in LLMs ACL 2025
Cultivating Archipelago of Forests: Evolving Robust Decision Trees Through Island Coevolution AAAI 2025
Towards Runtime Analysis of Population-Based Co-evolutionary Algorithms on Sparse Binary Zero-Sum Game AAAI 2025
On Finding Hubs in High Dimensions with Sampling AAAI 2025
SPACETIME: Causal Discovery from Non-Stationary Time Series AAAI 2025
COMMIT: Certifying Robustness of Multi-Sensor Fusion Systems Against Semantic Attacks AAAI 2025
A No Free Lunch Theorem for Human-AI Collaboration AAAI 2025
The Art of Deception: Color Visual Illusions and Diffusion Models CVPR 2025