Machine Learning

GROVER: Graph-guided Representation of Omics and Vision with Expert Regulation for Adaptive Spatial Multi-omics Fusion AAAI 2026 Grow-on-Demand: Sparse and Adaptive Expert Expansion for Continual Instruction Tuning AAAI 2026 GrowTAS: Progressive Expansion from Small to Large Subnets for Efficient ViT Architecture Search WACV 2026 GT-SNT: A Linear-Time Transformer for Large-Scale Graphs via Spiking Node Tokenization AAAI 2026 Guaranteed Nonconvex Low-Rank Tensor Estimation via Scaled Gradient Descent JMLR 2026 Guess or Recall? Training CNNs to Classify and Localize Memorization in LLMs AAAI 2026 GUIC: Certified Graph Unlearning with Individual Fairness Guarantees AAAI 2026 Guided Distillation and Risk Adaptive Evolution for Multi-Robot Navigation AAAI 2026 Guided Model Merging for Hybrid Data Learning: Leveraging Centralized Data to Refine Decentralized Models WACV 2026 Guided Perturbation Sensitivity (GPS): Detecting Adversarial Text via Embedding Stability and Word Importance AAAI 2026 Guided Texture Segmentation via Coordinate-Aware Class-Ratio Mapping WACV 2026 Guideline-Consistent Segmentation via Multi-Agent Refinement AAAI 2026 GUIDER: Uncertainty Guided Dynamic Re-ranking for Large Language Models Based Recommender Systems AAAI 2026 Guiding What Not to Generate: Automated Negative Prompting for Text-Image Alignment WACV 2026 GUI-Eyes: Tool-Augmented Perception for Visual Grounding in GUI Agents AAAI 2026 GUI-G²: Gaussian Reward Modeling for GUI Grounding AAAI 2026 GuysLLM at SemEval-2026 Task 5: NLI-Informed Regression for Graded Word-Sense Plausibility in Narrative Contexts SemEval 2026 HABIT: Chrono-Synergia Robust Progressive Learning Framework for Composed Image Retrieval AAAI 2026 Hacking Neural Evaluation Metrics with Single Hub Text EACL 2026 HACS-TL: Cross-Script Transfer Learning for Hausa Ajami Hate Speech Detection Using Transformer-Based Architecture EACL 2026 Hala Technical Report Building Arabic-Centric Instruction & Translation Models at Scale EACL 2026 Hallucinations at the Firewall AAAI 2026 HalluClean: A Unified Framework to Combat Hallucinations in LLMs AAAI 2026 HALO: Hardware-Aware Quantization with Low Critical-Path-Delay Weights for LLM Acceleration AAAI 2026 HALoRA: Low-Rank Adaptation with Hierarchical Budget Allocation for Efficient Vision-Language Alignment AAAI 2026