Classification

Adaptive Cumulative Mass Calibration with Conformal Prediction UAI 2026 AlignTree: Efficient Defense Against LLM Jailbreak Attacks AAAI 2026 Archaeology at SemEval-2026 Task 13: Fine-Tuning Pre-Trained Code Models for AI-Generated Code Detection SemEval 2026 ASTraNet at SemEval-2026 Task 13: Not All Code Looks the Same: Multi-View Structural and Semantic Detection of Machine-Generated Code SemEval 2026 Bayes-Optimal Fair Classification with Linear Disparity Constraints via Pre-, In-, and Post-processing JMLR 2026 Beyond Myopic Alignment: Lookahead Optimization for Online Class-Incremental Learning CVPR 2026 Bitzkrieg at SemEval-2026 Task 13: Calibration-Aware Dual CodeBERT for Multilingual Machine-Generated Code Detection SemEval 2026 CHANI: Correlation-based Hawkes Aggregation of Neurons with bio-Inspiration JMLR 2026 Classification Under Local Differential Privacy with Model Reversal and Model Averaging JMLR 2026 Clinical Risk-Aware Multi-Level Grading for Coronary Artery Stenosis through Curved Feature Reconstruction MIDL 2026 Debiased Sample Selection for Learning with Noisy Labels CVPR 2026 Deep Learning for Liver Disease Stratification: Findings from UKBB MRI MIDL 2026 Drainage: A Unifying Framework for Addressing Class Uncertainty CVPR 2026 FENIX: Enabling In-Network DNN Inference with FPGA-Enhanced Programmable Switches NSDI 2026 Geometry-driven OOD Detectors Are Class-Incremental Learners CVPR 2026 Hier-COS: Making Deep Features Hierarchy-aware via Composition of Orthogonal Subspaces CVPR 2026 Identifying Labeling Mechanism in Positive–Unlabeled Learning under Unknown Class Prior UAI 2026 MINDS at SemEval-2026-Task 13: Robust Detection of Machine-Generated Code under Distribution Shift SemEval 2026 Mitigating Instance Entanglement in Instance-Dependent Partial Label Learning CVPR 2026 SemEval-2026 Task 13: Fine-tuned CodeBERT with Stratified Balancing, Dynamic Threshold Optimization, and Logit Bias Correction for Robust Multi-Language AI Code Detection SemEval 2026 Team HausaNLP at SemEval-2026 Task 4: Narratives via Semantic Embeddings SemEval 2026 Temporal Representation Enhancement (TRE): Learning to Forget Dominant Patterns for Enhanced Temporal Spiking Features CVPR 2026 The Devil Is in Gradient Entanglement: Energy-Aware Gradient Coordinator for Robust Generalized Category Discovery CVPR 2026 TurboTest: Learning When Less is Enough through Early Termination of Internet Speed Tests NSDI 2026 VerbaNexAI at SemEval-2026 Task 6: Automatic Detection of Political Evasion through Hierarchical Classification with RoBERTa Large SemEval 2026