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Transfer Learning

8078 directly classified papers

Papers per year

Papers

HISE-KT: Synergizing Heterogeneous Information Networks and LLMs for Explainable Knowledge Tracing with Meta-Path Optimization AAAI 2026

DuoKD: Dual Knowledge Distillation from Large Language Models for Robust Graph Neural Networks AAAI 2026

BLADE: A Behavior-Level Data Augmentation Framework with Dual Fusion Modeling for Multi-Behavior Sequential Recommendation AAAI 2026

Multifaceted Scenario-Aware Hypergraph Learning for Next POI Recommendation AAAI 2026

Hard vs. Noise: Resolving Hard-Noisy Sample Confusion in Recommender Systems via Large Language Models AAAI 2026

Generalising Traffic Forecasting to Regions Without Traffic Observations AAAI 2026

Task-Aware Retrieval Augmentation for Dynamic Recommendation AAAI 2026

HFR-MKGC: Hierarchical Fusion Reasoning with MLLMs for Multi-modal Knowledge Graph Completion AAAI 2026

Learning Procedural-Aware Video Representations Through State-Grounded Hierarchy Unfolding AAAI 2026

Content-aware Information Compression and Selection for Whole Slide Image Analysis AAAI 2026

Duplex Rewards Optimization for Test-Time Composed Image Retrieval AAAI 2026

Graph-Driven Domain Co-Adaptation for Cross-Domain Image Quality Assessment AAAI 2026

HanjaBridge: Resolving Semantic Ambiguity in Korean LLMs via Hanja-Augmented Pre-Training AAAI 2026

Boosting Adversarial Transferability via Ensemble Non-Attention AAAI 2026

HistoMILKD: A Multiple Instance Learning based Multi-Teacher Knowledge Distillation Framework for Whole Slide Image Classification WACV 2026

SpaCRD: Multimodal Deep Fusion of Histology and Spatial Transcriptomics for Cancer Region Detection AAAI 2026

WorldRFT: Latent World Model Planning with Reinforcement Fine-Tuning for Autonomous Driving AAAI 2026

Parameter-, Memory-, Time-Efficient Multi-Task Dense Vision Adaptation AAAI 2026

Geometry-Aware Noisy Correspondence Mitigation for Cross-Modal Text-Based Person Retrieval AAAI 2026

PromptEmo: Learning Emotion with Bilateral Textual Prompts in Multi-Domain Open-set Scenarios AAAI 2026

Exo2Ego: Exocentric Knowledge Guided MLLM for Egocentric Video Understanding AAAI 2026

Dual-Path Knowledge-Augmented Contrastive Alignment Network for Spatially Resolved Transcriptomics AAAI 2026

Breaking Task Boundaries: A Unified Model for 3D Medical Image Fusion and Segmentation Guided by Manifold Perspective AAAI 2026

Asymmetric Cross-Modal Knowledge Distillation: Bridging Modalities with Weak Semantic Consistency AAAI 2026

DeFT-LoRA: Decoupled and Fused Tuning with LoRA Experts for Universal Cross-Domain Retrieval AAAI 2026