Jiajun Bu

SCOUT: Selective Coupling via Optimal Unbalanced Transport for Interpretable Text Classification ACL 2026 Towards Scalable Web Accessibility Audit with MLLMs as Copilots AAAI 2026 Unifying Multi-View Knowledge for Graph Learning via Model Collaboration AAAI 2026 BrailleLLM: Braille Instruction Tuning with Large Language Models for Braille Domain Tasks EMNLP 2025 Efficient Personalized Adaptation for Physiological Signal Foundation Model ICML 2025 ImputeINR: Time Series Imputation via Implicit Neural Representations for Disease Diagnosis with Missing Data IJCAI 2025 Is Cognition Consistent with Perception? Assessing and Mitigating Multimodal Knowledge Conflicts in Document Understanding EMNLP 2025 Long-form Hallucination Detection with Self-elicitation ACL 2025 MetaNeRV: Meta Neural Representations for Videos with Spatial-Temporal Guidance AAAI 2025 MoE-SAM: Enhancing SAM for Medical Image Segmentation with Mixture-of-Experts MICCAI 2025 MP-GUI: Modality Perception with MLLMs for GUI Understanding CVPR 2025 Multi-modal Medical Diagnosis via Large-small Model Collaboration CVPR 2025 Multi-Omics Analysis for Cancer Subtype Inference via Unrolling Graph Smoothness Priors IJCAI 2025 ProcTag: Process Tagging for Assessing the Efficacy of Document Instruction Data AAAI 2025 Towards a Unified Framework of Clustering-based Anomaly Detection ICML 2025 Attention Beats Linear for Fast Implicit Neural Representation Generation ECCV 2024 DocHieNet: A Large and Diverse Dataset for Document Hierarchy Parsing EMNLP 2024 Matching Varying-Length Texts via Topic-Informed and Decoupled Sentence Embeddings NAACL 2024 MMAD:Multi-modal Movie Audio Description COLING 2024 NoisyGL: A Comprehensive Benchmark for Graph Neural Networks under Label Noise NeurIPS 2024 Rethinking Propagation for Unsupervised Graph Domain Adaptation AAAI 2024 Revisiting, Benchmarking and Understanding Unsupervised Graph Domain Adaptation NeurIPS 2024 WebRPG: Automatic Web Rendering Parameters Generation for Visual Presentation ECCV 2024 GEM: Gestalt Enhanced Markup Language Model for Web Understanding via Render Tree EMNLP 2023 LORE: Logical Location Regression Network for Table Structure Recognition AAAI 2023 Partition Speeds Up Learning Implicit Neural Representations Based on Exponential-Increase Hypothesis ICCV 2023 Training Simultaneous Speech Translation with Robust and Random Wait-k-Tokens Strategy EMNLP 2023 Translate the Beauty in Songs: Jointly Learning to Align Melody and Translate Lyrics EMNLP 2023 Hilbert Distillation for Cross-Dimensionality Networks NeurIPS 2022 Learning Spatial-Preserved Skeleton Representations for Few-Shot Action Recognition ECCV 2022 Distilling Holistic Knowledge With Graph Neural Networks ICCV 2021 An End-to-End OCR Text Re-organization Sequence Learning for Rich-text Detail Image Comprehension ECCV 2020 DGE: Deep Generative Network Embedding Based on Commonality and Individuality AAAI 2020 ANRL: Attributed Network Representation Learning via Deep Neural Networks IJCAI 2018 Semi-Supervised Coupled Dictionary Learning for Person Re-identification CVPR 2014 Weakly Supervised Multiclass Video Segmentation CVPR 2014 Harmonious Hashing IJCAI 2013 Probabilistic Graphlet Cut: Exploiting Spatial Structure Cue for Weakly Supervised Image Segmentation CVPR 2013 Semi-supervised Node Splitting for Random Forest Construction CVPR 2013 Exploration of Term Dependence in Sentence Retrieval ACL 2007