Application Areas

Leap of FAITH from GNN-to-MLP: Fairness Aware Inference via DisTillation of GrapH Knowledge AAAI 2026 Learnable Permutation for Structured Sparsity on Transformer Models AAAI 2026 Learning Beyond Domains: Misleading Prompts and Pseudo-Label Contrast for Text Domain Generalization AAAI 2026 Learning Beyond Vision: Vision-Language Distillation and Edge-Aware Mix Diffusion in Semi-Supervised Semantic Segmentation AAAI 2026 Learning Compact Video Representations for Efficient Long-form Video Understanding in Large Multimodal Models WACV 2026 Learning Diverse Bimanual Dexterous Manipulation Skills from Human Demonstrations AAAI 2026 Learning Fair Graph Representations via Probability of Necessity and Sufficiency AAAI 2026 Learning from Reasoning Failures via Synthetic Data Generation AAAI 2026 Learning from Scoring Disagreements: Contrastive Error Mining for Efficient and Robust LLM-based Assessment AAAI 2026 Learning from Unknown for Open-Set Test-Time Adaptation WACV 2026 Learning Latent Imaging Biomarkers for Interpretable Microvascular Invasion Prediction in Hepatocellular Carcinoma AAAI 2026 Learning More from Less: Resource-Constrained Generative AI for Classification, Generation, and Personalization AAAI 2026 Learning Spatial Decay for Vision Transformers AAAI 2026 Learning Systems Expansion with Efficient Heterogeneity-aware Knowledge Transfer AAAI 2026 Learning to Cluster Rare Cell Types: Implicit Semantic Data Augmentation for Spatial Multi-modal Omics Analysis AAAI 2026 Learning to Collaborate: An Orchestrated-Decentralized Framework for Peer-to-Peer LLM Federation AAAI 2026 Learning to Explore: Policy-Guided Outlier Synthesis for Graph Out-of-Distribution Detection AAAI 2026 Learning to Ideate for Machine Learning Engineering Agents EACL 2026 Learning Unified Spatio-temporal Representations for Efficient Compressed Video Understanding WACV 2026 Less Is Better: Sparse Instance Learning for Cross-Domain Few-Shot Object Detection AAAI 2026 Less Is More: Rethinking Parameter-Efficient Fine-Tuning from a Subtractive Perspective AAAI 2026 Lethe: Layer- and Time-Adaptive KV Cache Pruning for Reasoning-Intensive LLM Serving AAAI 2026 Leveraging Digitized Newspapers to Collect Summarization Data in Low-Resource Languages EACL 2026 Leveraging Sparsity for Privacy in Collaborative Inference WACV 2026 Leveraging Wikidata for Geographically Informed Sociocultural Bias Dataset Creation: Application to Latin America EACL 2026