Machine Learning

Learning with Structure: Computing Consistent Subsets on Structurally-Regular Graphs AAAI 2026 LeLoRA: Learnable Low-Rank Adaptation of Large Language Models ACL 2026 Length-Adaptive Interest Network for Balancing Long and Short Sequence Modeling in CTR Prediction AAAI 2026 LENS: Learning to Segment Anything with Unified Reinforced Reasoning AAAI 2026 Less Is Better: Sparse Instance Learning for Cross-Domain Few-Shot Object Detection AAAI 2026 Less is More: Adapting Text Embeddings for Low-Resource Languages with Small Scale Noisy Synthetic Data EACL 2026 Less Is More: Rethinking Parameter-Efficient Fine-Tuning from a Subtractive Perspective AAAI 2026 Less Is More: Sparse and Cooperative Perturbation for Point Cloud Attacks AAAI 2026 Less Is More: Vision Representation Compression for Efficient Video Generation with Large Language Models AAAI 2026 Lethe: Layer- and Time-Adaptive KV Cache Pruning for Reasoning-Intensive LLM Serving AAAI 2026 Let it Snow! Animating 3D Gaussian Scenes with Dynamic Weather Effects via Physics-Guided Score Distillation CVPR 2026 Let the Model Learn to Feel: Mode-Guided Tonality Injection for Symbolic Music Emotion Recognition AAAI 2026 Let the Void Be Void: Robust Open-Set Semi-Supervised Learning via Selective Non-Alignment AAAI 2026 Leveraging Digitized Newspapers to Collect Summarization Data in Low-Resource Languages EACL 2026 Leveraging Dissimilarity Invariance as a Robust Anchor for Learning with Noisy Labels AAAI 2026 Leveraging Failed Samples: A Few-Shot and Training-Free Framework for Generalized Deepfake Detection AAAI 2026 Leveraging Similarities in Multi-Armed Bandits COLT 2026 Leveraging Sparsity for Privacy in Collaborative Inference WACV 2026 Leveraging Visual Blur Perception Characteristics for EEG Decoding AAAI 2026 Leveraging Wikidata for Geographically Informed Sociocultural Bias Dataset Creation: Application to Latin America EACL 2026 Lexical Popularity: Quantifying the Impact of Pre-training for LLM Performance EACL 2026 LexInstructEval: Lexical Instruction Following Evaluation for Large Language Models AAAI 2026 LIAAD INESCTEC at SemEval-2026 Task 4: Unsupervised Narrative Similarity via Discourse Representation Structures and Sentence Embeddings SemEval 2026 LiBrain: LLM-Powered Li-ion Battery Diagnostics with Time-Series-Aware Retrieval-Augmented Framework for E-bikes AAAI 2026 Libra-MIL: Multimodal Prototypes Stereoscopic Infused with Task-specific Language Priors for Few-shot Whole Slide Image Classification AAAI 2026