Machine Learning

ArchetypeTrader: Reinforcement Learning for Selecting and Refining Learnable Strategic Archetypes in Quantitative Trading AAAI 2026 Are All Marine Species Created Equal? Performance Disparities in Underwater Object Detection WACV 2026 Are All Prompt Components Value-Neutral? Understanding the Heterogeneous Adversarial Robustness of Dissected Prompt in LLMs EACL 2026 A Reasoning Paradigm for Named Entity Recognition AAAI 2026 A Regex Minimization Benchmark: A PSPACE-Complete Challenge for Language Models EACL 2026 Are Graph Transformers Necessary? Efficient Long-Range Message Passing with Fractal Nodes in MPNNs AAAI 2026 A Reinforcement Learning Approach in Multi-Phase Second-Price Auction Design JMLR 2026 A Reinforcement Learning Framework for Robust and Secure LLM Watermarking EACL 2026 Are Language Models Any Good at Density Modeling? AAAI 2026 A Representation Sharpening Framework for Zero Shot Dense Retrieval EACL 2026 Are Small Language Models the Silver Bullet to Low-Resource Languages Machine Translation? EACL 2026 A Retrieval Augmented Spatio-Temporal Framework for Traffic Prediction AAAI 2026 ARF-RLHF: Adaptive Reward-Following for RLHF through Emotion-Driven Self-Supervision and Trace-Biased Dynamic Optimization ACL 2026 ARGH-Mark: Anchor-Synchronized Watermarking with Hamming Correction for Robust and Quality-Preserving LLM Attribution AAAI 2026 Argumentative Debates for Transparent Bias Detection AAAI 2026 ARGUS: Defending Against Multimodal Indirect Prompt Injection via Steering Instruction-Following Behavior CVPR 2026 ARGUS: Towards End-to-End Argument Mining with Large Language Models AAAI 2026 ARNS: Adaptive Relation-Aware Negative Sampling with Curriculum Learning for Inductive Knowledge Graph Completion AAAI 2026 ARQUSUMM: Argument-aware Quantitative Summarization of Online Conversations AAAI 2026 ART: Actor-Related Tubelet for Detecting Complex-shaped Action Tubes WACV 2026 ART: Attention-Regularized Transformers for Multi-Modal Robustness EACL 2026 Artificial Immune System of Secure Face Recognition Against Adversarial Attacks (Abstract Reprint) AAAI 2026 A Scalable and Exact Relaxation for Densest k-Subgraph via Error Bounds AAAI 2026 A Scalable Framework for Automated NER Annotation Correction in Low-Resource Languages EACL 2026 ASC: Learning Augmentation Severity-Consistent Representations Improves Generalization via Augmentation Search WACV 2026