Machine Learning

Certified L2-Norm Robustness of 3D Point Cloud Recognition in the Frequency Domain AAAI 2026 Certified Training with Branch-and-Bound for Lyapunov-stable Neural Control L4DC 2026 CertMask: Certifiable Defense Against Adversarial Patches via Theoretically Optimal Mask Coverage AAAI 2026 CGMIS: Concept-Graph Based Multi-Hop Instructions Synthesis for Enhancing Long-Context Reasoning AAAI 2026 C-GNN-PRUNE: A Unified Graph-Based Framework for Structure-Aware Pruning of Mixture-of-Experts Models AAAI 2026 CGU-Bayes: Causal Graph Uncertainty-Guided Bayesian Inference for Domain Generalization CVPR 2026 Chain-of-Look Spatial Reasoning for Dense Surgical Instrument Counting WACV 2026 Chain-of-Search: Parameter-Efficient Reasoning for Zero-Shot Object Navigation AAAI 2026 ChameleonTuner: Automatic ISP Color Tuning in Subjective Scenarios WACV 2026 Channel-masked Asymmetric Distribution Matching for Cross-Domain Generalized Dataset Distillation AAAI 2026 Characterising the Convergence of Imprecise Markov Chains UAI 2026 Characterizing Online and Private Learnability under Distributional Constraints via Generalized Smoothness COLT 2026 Chat-Ghosting: Methods for Auto-Completion in Dialog Systems EACL 2026 Cheap Bootstrap for Fast Uncertainty Quantification of Stochastic Gradient Descent JMLR 2026 Cheating Stereo Matching in Full-Scale: Physical Adversarial Attack Against Binocular Depth Estimation in Autonomous Driving AAAI 2026 Chebyshev polynomials meet Nevanlinna-Pick interpolation: An automated procedure for algorithm synthesis L4DC 2026 Checkmate: Zero Performance Overhead Model Checkpointing via Network Gradient Replication NSDI 2026 CHEEM: Continual Learning by Reuse, New, Adapt and Skip - A Hierarchical Exploration-Exploitation Approach CVPR 2026 CHIMERA: Controllable High-quality Image-Mask Extraction for Reliable Diffusion-based Anomaly Synthesis AAAI 2026 Chinese Two-part Allegorical Sayings Reading Comprehension: Exploration from Reasoning to Metaphor AAAI 2026 ChipMind: Retrieval-Augmented Reasoning for Long-Context Circuit Design Specifications AAAI 2026 CHiRPE: A Step Towards Real-World Clinical NLP with Clinician-Oriented Model Explanations EACL 2026 Choosing Abstraction Levels for Model-Based Software Debugging: A Theoretical and Empirical Analysis for Spreadsheet Programs (Abstract Reprint) AAAI 2026 CHROMIC: Chronological Reasoning Across Multi-Panel Comics EACL 2026 Chronocept: Instilling a Sense of Time in Machines EACL 2026