Xiaojie Yuan

Bridging the Sensory Gap: Visual Injection for Taxonomy Completion ACL 2026 Grow-on-Demand: Sparse and Adaptive Expert Expansion for Continual Instruction Tuning AAAI 2026 Learning from Noisy Supervision: A Denoising-Debiasing Framework for Weakly Supervised Video Anomaly Detection CVPR 2026 DTDES-KGE: Dual-Teacher Knowledge Distillation with Distinct Embedding Spaces for Knowledge Graph Embeddings EMNLP 2025 FGDGNN: Fine-Grained Dynamic Graph Neural Network for Rumor Detection on Social Media ACL 2025 Graph Structure Learning for Spatial-Temporal Imputation: Adapting to Node and Feature Scales AAAI 2025 InstructGEC: Enhancing Unsupervised Grammatical Error Correction with Instruction Tuning COLING 2025 SafeInt: Shielding Large Language Models from Jailbreak Attacks via Safety-Aware Representation Intervention EMNLP 2025 SWAM: Adaptive Sliding Window and Memory-Augmented Attention Model for Rumor Detection EMNLP 2025 Bring Invariant to Variant: A Contrastive Prompt-based Framework for Temporal Knowledge Graph Forecasting COLING 2024 Contrastive Representation Learning for Self-Supervised Taxonomy Completion IJCAI 2024 Frequency-aware Generative Models for Multivariate Time Series Imputation NeurIPS 2024 Learning Time Slot Preferences via Mobility Tree for Next POI Recommendation AAAI 2024 Look before You Leap: Dual Logical Verification for Knowledge-based Visual Question Generation COLING 2024 MCIL: Multimodal Counterfactual Instance Learning for Low-resource Entity-based Multimodal Information Extraction COLING 2024 MELOV: Multimodal Entity Linking with Optimized Visual Features in Latent Space ACL 2024 AoM: Detecting Aspect-oriented Information for Multimodal Aspect-Based Sentiment Analysis ACL 2023 BioFEG: Generate Latent Features for Biomedical Entity Linking EMNLP 2023 From Alignment to Entailment: A Unified Textual Entailment Framework for Entity Alignment ACL 2023 Incorporating Object-Level Visual Context for Multimodal Fine-Grained Entity Typing EMNLP 2023 KAPALM: Knowledge grAPh enhAnced Language Models for Fake News Detection EMNLP 2023 Licon: A Diverse, Controllable and Challenging Linguistic Concept Learning Benchmark EMNLP 2023 Selecting Key Views for Zero-Shot Entity Linking EMNLP 2023 TacoPrompt: A Collaborative Multi-Task Prompt Learning Method for Self-Supervised Taxonomy Completion EMNLP 2023 A Span-based Multimodal Variational Autoencoder for Semi-supervised Multimodal Named Entity Recognition EMNLP 2022 Improving Zero-Shot Entity Linking Candidate Generation with Ultra-Fine Entity Type Information COLING 2022 Overcoming Language Priors in Visual Question Answering via Distinguishing Superficially Similar Instances COLING 2022 PM2F2N: Patient Multi-view Multi-modal Feature Fusion Networks for Clinical Outcome Prediction EMNLP 2022 PPDL: Predicate Probability Distribution Based Loss for Unbiased Scene Graph Generation CVPR 2022 TaxoPrompt: A Prompt-based Generation Method with Taxonomic Context for Self-Supervised Taxonomy Expansion IJCAI 2022 TreeMAN: Tree-enhanced Multimodal Attention Network for ICD Coding COLING 2022 An End-to-End Progressive Multi-Task Learning Framework for Medical Named Entity Recognition and Normalization ACL 2021 Incorporating Circumstances into Narrative Event Prediction EMNLP 2021 KAN: Knowledge-aware Attention Network for Fake News Detection AAAI 2021 MTAAL: Multi-Task Adversarial Active Learning for Medical Named Entity Recognition and Normalization AAAI 2021 TEMP: Taxonomy Expansion with Dynamic Margin Loss through Taxonomy-Paths EMNLP 2021 Re-Attention for Visual Question Answering AAAI 2020 E²GAN: End-to-End Generative Adversarial Network for Multivariate Time Series Imputation IJCAI 2019 Medical Concept Embedding with Time-Aware Attention IJCAI 2018 Neural Framework for Joint Evolution Modeling of User Feedback and Social Links in Dynamic Social Networks IJCAI 2018 Corpus-based Semantic Class Mining: Distributional vs. Pattern-Based Approaches COLING 2010