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Pretraining

2471 directly classified papers

Papers per year

Papers

THGB: A Comprehensive Benchmark for Text-attributed Heterogeneous Graphs AAAI 2026

Bridging the Modality Reliability Gap in Drug-Target Interaction Prediction via a Confidence-aware Multimodal Fusion Framework AAAI 2026

Sparse Tuning Enhances Plasticity in PTM-based Continual Learning AAAI 2026

FRoD: Full-Rank Efficient Fine-Tuning with Rotational Degrees for Fast Convergence AAAI 2026

Escaping Optimization Stagnation: Taking Steps Beyond Task Arithmetic via Difference Vectors AAAI 2026

SMART: A Surrogate Model for Predicting Application Runtime in Dragonfly Systems AAAI 2026

From Sequential to Recursive: Enhancing Decision-Focused Learning with Bidirectional Feedback AAAI 2026

MAU-GPT: Enhancing Multi-type Industrial Anomaly Understanding via Anomaly-aware and Generalist Experts Adaptation AAAI 2026

Dormant Backdoor: Weaponizing Model Finetuning for Feasible Backdoor Attacks Against Pretrained Models AAAI 2026

MIDILM: A Dual-Path Model for Controllable Text-to-MIDI Generation AAAI 2026

Adaptive-Learngene: Continual Expansion and Task-Aware Selection of Learngenes for Dynamic Environments AAAI 2026

IndoorUAV: Benchmarking Vision-Language UAV Navigation in Continuous Indoor Environments AAAI 2026

Parameter-Free Fine-tuning via Redundancy Elimination for Vision Foundation Models AAAI 2026

Mitigating Endogenous Confirmation Bias in Noisy Label Learning for Vision-Language Models AAAI 2026

Richer Representations for Neural Algorithmic Reasoning via Auxiliary Reconstruction AAAI 2026

Wasserstein-Aware Transfer: Class-Level Alignment for Robust Diffusion Model Adaptation AAAI 2026

Scaling-up Perceptual Video Quality Assessment AAAI 2026

PharmaQA: Prompt-Based Molecular Representation Learning via Pharmacophore-Oriented Question Answering AAAI 2026

Dropout Prompt Learning: Towards Robust and Adaptive Vision-Language Models AAAI 2026

Multi-Modal Style Transfer-based Prompt Tuning for Efficient Federated Domain Generalization AAAI 2026

Correspondence Coverage Matters for Multi-Modal Dataset Distillation AAAI 2026

QueryCraft: Transformer-Guided Query Initialization for Enhanced Human-Object Interaction Detection AAAI 2026

Shrinking the Teacher: An Adaptive Teaching Paradigm for Asymmetric EEG-Vision Alignment AAAI 2026

VPN: Visual Prompt Navigation AAAI 2026

Sequence-Free for Compound Protein Interaction Prediction AAAI 2026