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Theory

4950 directly classified papers

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Papers

Multi-Objective Evolution of Heuristic Using Large Language Model AAAI 2025
Can LLMs Obfuscate Code? A Systematic Analysis of Large Language Models into Assembly Code Obfuscation AAAI 2025
Exploit Gradient Skewness to Circumvent Byzantine Defenses for Federated Learning AAAI 2025
On Effects of Steering Latent Representation for Large Language Model Unlearning AAAI 2025
Mapping from Meaning: Addressing the Miscalibration of Prompt-Sensitive Language Models AAAI 2025
Can Large Language Models Derive High-Level Cognition from Low-Level and Fragmented Foundational Information? AAAI 2025
Learning Deep Dissipative Dynamics AAAI 2025
Set-Valued Sensitivity Analysis of Deep Neural Networks AAAI 2025
Logarithmic Regret for Linear Markov Decision Processes with Adversarial Corruptions AAAI 2025
Theoretical Insights in Model Inversion Robustness and Conditional Entropy Maximization for Collaborative Inference Systems CVPR 2025
DRM Revisited: A Complete Error Analysis JMLR 2025
The Art of Deception: Color Visual Illusions and Diffusion Models CVPR 2025
Benchmarking Object Detectors under Real-World Distribution Shifts in Satellite Imagery CVPR 2025
Good regularity creates large learning rate implicit biases: edge of stability, balancing, and catapult JMLR 2025
VI^3NR: Variance Informed Initialization for Implicit Neural Representations CVPR 2025
Learning-enabled Polynomial Lyapunov Function Synthesis via High-Accuracy Counterexample-Guided Framework CVPR 2025
RedHerring Attack: Testing the Reliability of Attack Detection EMNLP 2025
Assumption-lean and data-adaptive post-prediction inference JMLR 2025
MambaOut: Do We Really Need Mamba for Vision? CVPR 2025
Conflicting Needles in a Haystack: How LLMs behave when faced with contradictory information EMNLP 2025
A statistical perspective on algorithm unrolling models for inverse problems JMLR 2025
MCPEval: Automatic MCP-based Deep Evaluation for AI Agent Models EMNLP 2025
Spiking Transformer with Spatial-Temporal Attention CVPR 2025
A Theory of Formalisms for Representing Knowledge AAAI 2025
How Persuasive Is Your Context? EMNLP 2025