Machine Learning

CATP: Contextually Adaptive Token Pruning for Efficient and Enhanced Multimodal In-Context Learning AAAI 2026 CATS: Category-Aware Token-level Steering for Training-Free Redundancy Reduction in Large Reasoning Models AAAI 2026 CausalCLIP: Causally-Informed Feature Disentanglement and Filtering for Generalizable Detection of Generated Images AAAI 2026 Causal Decoupling Domain Generalization for Remote Sensing Change Detection AAAI 2026 Causal Discovery in Action: Learning Chain-Reaction Mechanisms from Interventions CLeaR 2026 Causal Discovery in Mixtures of Populations UAI 2026 Causal Discovery with Metadata-Informed Latent Types UAI 2026 Causal Explanations for Sequential Decision Making (Abstract Reprint) AAAI 2026 Causal Importance for Physics-Informed Machine Learning CLeaR 2026 Causally-Aware Attribute Completion for Incomplete Federated Graph Clustering AAAI 2026 Causally-Grounded Dual-Path Attention Intervention for Object Hallucination Mitigation in LVLMs AAAI 2026 Causal Reasoning with Bipartite Graphical Causal Models UAI 2026 Causal-Tune: Mining Causal Factors from Vision Foundation Models for Domain Generalized Semantic Segmentation AAAI 2026 CauVQ: Causal Vector Quantization for Graph OOD Generalization AAAI 2026 CCAHCL: Multi-Level Hypergraph Contrastive Learning for Connected Component Awareness AAAI 2026 CCD-Bench: Probing Cultural Conflict in Large Language Model Decision-Making AAAI 2026 CCEval: Accurately and Confidently Evaluating Performance Metrics of Congestion Control Algorithms for Datacenter Networks NSDI 2026 cclin at SemEval-2026 Task 2 : SLM-Enhanced Lightweight Multi-BERT Ensemble for Longitudinal Affect Assessment SemEval 2026 CEC-Zero: Zero-Supervision Character Error Correction with Self-Generated Rewards AAAI 2026 CellStream: Dynamical Optimal Transport Informed Embeddings for Reconstructing Cellular Trajectories from Snapshots Data AAAI 2026 Center-Outward q-Dominance: A Sample-Computable Proxy for Strong Stochastic Dominance in Stochastic Multi-Objective Optimisation AAAI 2026 Central Limit Theorems for Asynchronous Averaged Q-Learning L4DC 2026 Certified Branch-and-Bound MaxSAT Solving AAAI 2026 Certified but Fooled! Breaking Certified Defenses with Ghost Certificates AAAI 2026 Certified Interventional Fidelity: Anytime-Valid, Adaptive Evaluation of Causal Claims in Mechanistic Interpretability UAI 2026