Machine Learning

LifeAlign: Lifelong Alignment for Large Language Models with Memory-Augmented Focalized Preference Optimization AAAI 2026 Lifelong Domain Adaptive 3D Human Pose Estimation AAAI 2026 Lifelong Language-Conditioned Robotic Manipulation Learning AAAI 2026 LIFT and PLACE: A Simple, Stable, and Effective Knowledge Distillation Framework for Lightweight Diffusion Models CVPR 2026 Light but Sharp: SlimSTAD for Real-Time Action Detection from Sensor Data AAAI 2026 Light-IF: Endowing LLMs with Generalizable Reasoning via Preview and Self-Checking for Complex Instruction Following AAAI 2026 Lightning Fast Caching-based Parallel Denoising Prediction for Accelerating Talking Head Generation AAAI 2026 Lightweight Additive Blend Maps for Texture-Preserving Face Retouching: A Neural Approach to Traditional Photographic Techniques AAAI 2026 Lightweight and Faithful Visual Condition Checking in Behavior Trees via Expert-Regularized Reinforcement Learning ACL 2026 Lightweight Domain-Specific Language Model for Real-Time Structuring of Medical Prescriptions EACL 2026 LILAD: Learning In-context Lyapunov-stable Adaptive Dynamics Models AAAI 2026 Limitations of SGD for Multi-Index Models Beyond Statistical Queries COLT 2026 Limiting Over-Smoothing and Over-Squashing of Graph Message Passing by Deep Scattering Transforms JMLR 2026 Linear Regression under Missing or Corrupted Coordinates COLT 2026 Linear Regression with Heteroskedastic Errors UAI 2026 Linear Time Algorithms for Individually Fair k-means via Multi-Swap Local Search AAAI 2026 LingGen: Scalable Multi-Attribute Linguistic Control via Power-Law Masking EACL 2026 Linguistic Blind Spots in Clinical Decision Extraction EACL 2026 Linguistic Steganography via Self-Adjusting Asymmetric Number System (Abstract Reprint) AAAI 2026 LinProVSR: Linguistics-Knowledge Guided Progressive Disambiguation Network for Visual Speech Recognition AAAI 2026 Listen like a Teacher: Mitigating Whisper Hallucinations Using Adaptive Layer Attention and Knowledge Distillation AAAI 2026 LitBench: A Benchmark and Dataset for Reliable Evaluation of Creative Writing EACL 2026 LiteGE: Lightweight Geodesic Embedding for Efficient Geodesics Computation and Non-Isometric Shape Correspondence AAAI 2026 LiteLong: Resource-Efficient Long-Context Data Synthesis for LLMs AAAI 2026 LitE-SQL: A Lightweight and Efficient Text-to-SQL Framework with Vector-based Schema Linking and Execution-Guided Self-Correction EACL 2026