Yanfang Ye

3D4D: An Interactive, Editable, 4D World Model via 3D Video Generation AAAI 2026 AgentRouter: A Knowledge-Graph-Guided LLM Router for Collaborative Multi-Agent Question Answering ACL 2026 Interpretable Graph-Language Modeling for Detecting Youth Illicit Drug Use EACL 2026 MAPRO: Recasting Multi-Agent Prompt Optimization as Maximum a Posteriori Inference EACL 2026 NG-Router: Graph-Supervised Multi-Agent Collaboration for Nutrition Question Answering EACL 2026 TTT-UNet: Enhancing U-Net with Test-Time Training Layers for Biomedical Image Segmentation MIDL 2026 Vision-MoR: Scaling Vision Transformer via Patch-Level Mixture-of-Recursions AAAI 2026 What Makes LLMs Effective Sequential Recommenders? A Study on Preference Intensity and Temporal Context ACL 2026 AutoFEA: Enhancing AI Copilot by Integrating Finite Element Analysis Using Large Language Models with Graph Neural Networks AAAI 2025 Beyond Message Passing: Neural Graph Pattern Machine ICML 2025 Can LLMs Convert Graphs to Text-Attributed Graphs? NAACL 2025 LLM-Empowered Class Imbalanced Graph Prompt Learning for Online Drug Trafficking Detection ACL 2025 MASS: Mathematical Data Selection via Skill Graphs for Pretraining Large Language Models ICML 2025 NGQA: A Nutritional Graph Question Answering Benchmark for Personalized Health-aware Nutritional Reasoning ACL 2025 PsyScam: A Benchmark for Psychological Techniques in Real-World Scams EMNLP 2025 Towards Graph Foundation Models: Learning Generalities Across Graphs via Task-Trees ICML 2025 From Coarse to Fine: Enable Comprehensive Graph Self-supervised Learning with Multi-granular Semantic Ensemble ICML 2024 GCVR: Reconstruction from Cross-View Enable Sufficient and Robust Graph Contrastive Learning UAI 2024 GFT: Graph Foundation Model with Transferable Tree Vocabulary NeurIPS 2024 How Does Message Passing Improve Collaborative Filtering? NeurIPS 2024 Mitigating Emergent Robustness Degradation while Scaling Graph Learning ICLR 2024 Position: TrustLLM: Trustworthiness in Large Language Models ICML 2024 Subgraph Pooling: Tackling Negative Transfer on Graphs IJCAI 2024 Chasing All-Round Graph Representation Robustness: Model, Training, and Optimization ICLR 2023 GraphPatcher: Mitigating Degree Bias for Graph Neural Networks via Test-time Augmentation NeurIPS 2023 Let Graph Be the Go Board: Gradient-Free Node Injection Attack for Graph Neural Networks via Reinforcement Learning AAAI 2023 Multi-task Self-supervised Graph Neural Networks Enable Stronger Task Generalization ICLR 2023 When Sparsity Meets Contrastive Models: Less Graph Data Can Bring Better Class-Balanced Representations ICML 2023 Adaptive Kernel Graph Neural Network AAAI 2022 Co-Modality Graph Contrastive Learning for Imbalanced Node Classification NeurIPS 2022 Disentangled Spatiotemporal Graph Generative Models AAAI 2022 Few-Shot Learning on Graphs IJCAI 2022 Grape: Knowledge Graph Enhanced Passage Reader for Open-domain Question Answering EMNLP 2022 Multi-objective Deep Data Generation with Correlated Property Control NeurIPS 2022 Rx-refill Graph Neural Network to Reduce Drug Overprescribing Risks (Extended Abstract) IJCAI 2022 Adapting Meta Knowledge with Heterogeneous Information Network for COVID-19 Themed Malicious Repository Detection IJCAI 2021 CoTexT: Multi-task Learning with Code-Text Transformer ACL 2021 Disentangled Representation Learning in Heterogeneous Information Network for Large-scale Android Malware Detection in the COVID-19 Era and Beyond AAAI 2021 Heterogeneous Graph Structure Learning for Graph Neural Networks AAAI 2021 Knowledge-aware Coupled Graph Neural Network for Social Recommendation AAAI 2021 Network Schema Preserving Heterogeneous Information Network Embedding IJCAI 2020 iDev: Enhancing Social Coding Security by Cross-platform User Identification Between GitHub and Stack Overflow IJCAI 2019 Incomplete Label Multi-Task Deep Learning for Spatio-Temporal Event Subtype Forecasting AAAI 2019 Out-of-sample Node Representation Learning for Heterogeneous Graph in Real-time Android Malware Detection IJCAI 2019 Automatic Opioid User Detection from Twitter: Transductive Ensemble Built on Different Meta-graph Based Similarities over Heterogeneous Information Network IJCAI 2018 Make Evasion Harder: An Intelligent Android Malware Detection System IJCAI 2018