Machine Learning

LAMP: Learning Universal Adversarial Perturbations for Multi-Image Tasks via Pre-trained Models AAAI 2026 LampQ: Towards Accurate Layer-wise Mixed Precision Quantization for Vision Transformers AAAI 2026 Landsat30-AU: A Vision-Language Dataset for Australian Landsat Imagery AAAI 2026 Language Choice in Nigerian Social Media Hate Speech EACL 2026 Language Generation with Infinite Contamination COLT 2026 Language Identification with Succinct Machine-Independent Traces COLT 2026 Language Integration in Fine-Tuning Multimodal Large Language Models for Image-Based Regression WACV 2026 Language Lives in Sparse Dimensions: Toward Interpretable and Efficient Multilingual Control for Large Language Models EACL 2026 Language Mixture to Develop Accurate Galician Dependency Parsers: An Exploration of Its Effects EACL 2026 Language Model Distillation: A Temporal Difference Imitation Learning Perspective AAAI 2026 Language Model-Driven Data Pruning Enables Efficient Active Learning EACL 2026 Language Models and Logic Programs for Trustworthy Tax Reasoning AAAI 2026 Language Models Do Not Embed Numbers Continuously (Student Abstract) AAAI 2026 Large Average Subtensor Problem: Ground-State, Algorithms, and Algorithmic Barriers ALT 2026 Large Connectome Model: An fMRI Foundation Model of Brain Connectomes Empowered by Brain-Environment Interaction in Multitask Learning Landscape AAAI 2026 Large Language Model-Enhanced Multi-Armed Bandits ACL 2026 Large Language Models Meet Extreme Multi-label Classification: Scaling and Multi-modal Framework AAAI 2026 Large Language Model Unlearning for Source Code AAAI 2026 Large Scale Retrieval for the LinkedIn Feed Using Causal Language Models AAAI 2026 Large-scale Robust Enhanced Ensemble Clustering via Outlier Decoupling CVPR 2026 LASER: Lip Landmark Assisted Speaker Detection for Robustness WACV 2026 LAS: Loss-less ANN-SNN Conversion for Fully Spike-Driven Large Language Models AAAI 2026 Last-iterate Convergence for Symmetric, General-sum, 2 × 2 Games Under The Exponential Weights Dynamic ALT 2026 Last-Iterate Convergence of Randomized Kaczmarz and SGD with Greedy Step Size COLT 2026 LatentLLM: Activation-Aware Transform to Multi-Head Latent Attention AAAI 2026