Transformers

GiLT: Augmenting Transformer Language Models with Dependency Graphs ACL 2026 GMoE: Global Mixture of Experts with Logit Propagation ACL 2026 Gradient as Conditions: Rethinking HOG for All-in-one Image Restoration AAAI 2026 Graph-Based Spectral Attention with Multi-Spectral Images for Illuminant Estimation WACV 2026 GraPHFormer: A Multimodal Graph Persistent Homology Transformer for the Analysis of Neuroscience Morphologies CVPR 2026 GraphGrasp: Lightweight and Efficient Graph-Guided 6-DoF Robotic Grasp Pose Estimation Network AAAI 2026 Graph VQ-Transformer (GVT): Fast and Accurate Molecular Generation via High-Fidelity Discrete Latents AAAI 2026 Group-aware Multiscale Ensemble Learning for Test-Time Multimodal Sentiment Analysis AAAI 2026 GT-SNT: A Linear-Time Transformer for Large-Scale Graphs via Spiking Node Tokenization AAAI 2026 HABIT: Chrono-Synergia Robust Progressive Learning Framework for Composed Image Retrieval AAAI 2026 HACS-TL: Cross-Script Transfer Learning for Hausa Ajami Hate Speech Detection Using Transformer-Based Architecture EACL 2026 HALoRA: Low-Rank Adaptation with Hierarchical Budget Allocation for Efficient Vision-Language Alignment AAAI 2026 Harnessing Vision-Language Models for Time Series Anomaly Detection AAAI 2026 HCSpec: Two-Tier Horizontal Cascade Speculative Decoding for High-Efficiency Large Language Model Inference ACL 2026 HDRMovieformer: A Transformer Framework and Benchmark for Cinematic SDR-to-HDR Conversion AAAI 2026 Head-wise Adaptive Rotary Positional Encoding for Fine-Grained Image Generation CVPR 2026 Hetero-Designer: Automated Design of Multi-Agent Systems with Heterogeneous LLMs ACL 2026 H-GAR: A Hierarchical Interaction Framework via Goal-Driven Observation-Action Refinement for Robotic Manipulation AAAI 2026 Hierarchical Frequency-Decomposition Graph Neural Networks for Road Network Representation Learning AAAI 2026 Hilbert Curve-Encoded Rotation-Equivariant Oriented Object Detector with Locality-Preserving Spatial Mapping AAAI 2026 History-Enhanced Two-Stage Transformer for Aerial Vision-and-Language Navigation AAAI 2026 HMformer: Unleashing Transformer’s Potential for Time Series Forecasting via Hierarchical Multi-Scale Modeling AAAI 2026 HodgeFormer: Transformers for Learnable Operators on Triangular Meshes through Data-Driven Hodge Matrices WACV 2026 H-RDT: Human Manipulation Enhanced Bimanual Robotic Manipulation AAAI 2026 HTTM: Head-wise Temporal Token Merging for Faster VGGT CVPR 2026