Yanfang Ye
- MegaTrain: Full Precision Training of 100B+ Parameter Large Language Models on a Single GPU
2026/04/06 by Zhengqing Yuan, Hanchi Sun, Lichao Sun +1 · 22 voices
#cs.CL #cs.DC #cs.OS
- TrustLLM: Trustworthiness in Large Language Models
2024/01/01 by Yue Huang, Huang, Yue, Lichao Sun +136 · 34 citations
Medicine · Computer Science · #Artificial Intelligence in Healthcare and Education #Privacy-Preserving Technologies in Data #Explainable Artificial Intelligence (XAI)
- A Survey on Malware Detection Using Data Mining Techniques
2017/06/29 by Yanfang Ye, Tao Li, Donald Adjeroh +2 · 8 citations
Computer Science · #Advanced Malware Detection Techniques #Network Security and Intrusion Detection #Anomaly Detection Techniques and Applications
- A Survey on Heterogeneous Graph Embedding: Methods, Techniques, Applications and Sources
2020/11/30 by Xiao Wang, Wang, Xiao, Deyu Bo +9 · 7 citations
Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Data Quality and Management
- GFT: Graph Foundation Model with Transferable Tree Vocabulary
2024/11/09 by Zehong Wang, Wang, Zehong, Zheyuan Zhang +7 · 16 citations
Computer Science · #Semantic Web and Ontologies #Natural Language Processing Techniques #Graph Theory and Algorithms
- Hyperbolic Graph Attention Network
2019/12/06 by Yiding Zhang, Xiao Wang, Zhang, Yiding +7 · 5 citations
Computer Science · Mathematics · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Tensor decomposition and applications
- CLEAR: Towards Contextual LLM-Empowered Privacy Policy Analysis and Risk Generation for Large Language Model Applications
2024/10/17 by Chaoran Chen, Chen, Chaoran, Zhou, Daodao +6 · 13 citations
Computer Science · #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Privacy-Preserving Technologies in Data
- CoTexT: Multi-task Learning with Code-Text Transformer
2021/05/18 by Long Phan, Phan, Long, Hieu Tran +11 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Programming Languages (cs.PL) #Software Engineering Research #Topic Modeling
- GraphPatcher: Mitigating Degree Bias for Graph Neural Networks via Test-time Augmentation
2023/10/01 by Mingxuan Ju, Tong Zhao, Ju, Mingxuan +7 · 7 citations
Computer Science · Neuroscience · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and ELM
- Heterogeneous Temporal Graph Neural Network
2021/10/26 by Yujie Fan, Mingxuan Ju, Fan, Yujie +7 · 4 citations
Computer Science · Social Sciences · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG) #Recommender Systems and Techniques #Social and Information Networks (cs.SI)
- The Obvious Invisible Threat: LLM-Powered GUI Agents' Vulnerability to Fine-Print Injections
2025/04/15 by Chaoran Chen, Zhiping Zhang, Chen, Chaoran +19 · 15 citations
Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #User Authentication and Security Systems
- Towards Graph Foundation Models: Learning Generalities Across Graphs via Task-Trees
2024/12/21 by Zehong Wang, Zheyuan Zhang, Wang, Zehong +9 · 9 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Data Stream Mining Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Online Learning and Analytics #Social and Information Networks (cs.SI)
- Graph Foundation Models: A Comprehensive Survey
2025/05/21 by Zehong Wang, Zheyuan Liu, Wang, Zehong +33 · 9 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Model-Driven Software Engineering Techniques #Social and Information Networks (cs.SI)
- Knowledge-aware Coupled Graph Neural Network for Social Recommendation
2021/10/08 by Chao Huang, Huance Xu, Huang, Chao +17 · 2 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques #Topic Modeling
- Toward a Human-Centered Evaluation Framework for Trustworthy LLM-Powered GUI Agents
2025/04/24 by Chaoran Chen, Chen, Chaoran, Zhiping Zhang +17 · 7 citations
Computer Science · Medicine · #AI in Service Interactions #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC)
- Subgraph Pooling: Tackling Negative Transfer on Graphs
2024/02/14 by Zehong Wang, Wang, Zehong, Zheyuan Zhang +5 · 4 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
- AutoData: A Multi-Agent System for Open Web Data Collection
2025/05/21 by Tianyi Ma, Ma, Tianyi, Qian, Yiyue +20 · 5 citations
Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Data Quality and Management #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Information Retrieval and Search Behavior #Web Data Mining and Analysis
- PsyScam: A Benchmark for Psychological Techniques in Real-World Scams
2025/05/21 by Shihong Ma, Tianyi Ma, Ma, Shang +11 · 4 citations
Computer Science · Psychology · #Blockchain Technology Applications and Security #Cryptography and Security (cs.CR) #Digital Mental Health Interventions #FOS: Computer and information sciences
- Why am I seeing this: Democratizing End User Auditing for Online Content Recommendations
2024/10/07 by Chaoran Chen, Chen, Chaoran, Leyang Li +10 · 3 citations
Computer Science · #Recommender Systems and Techniques
- Beyond Message Passing: Neural Graph Pattern Machine
2025/01/30 by Zehong Wang, Wang, Zehong, Zheyuan Zhang +9 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Social and Information Networks (cs.SI)
- Let Graph be the Go Board: Gradient-free Node Injection Attack for Graph Neural Networks via Reinforcement Learning
2022/11/19 by Mingxuan Ju, Yujie Fan, Ju, Mingxuan +5 · 1 citation
Computer Science · Materials Science · #Advanced Graph Neural Networks #Adversarial Robustness in Machine Learning #Machine Learning in Materials Science
- NGQA: A Nutritional Graph Question Answering Benchmark for Personalized Health-aware Nutritional Reasoning
2024/12/20 by Zheyuan Zhang, Zhang, Zheyuan, Yiyang Li +20 · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Topic Modeling #Semantic Web and Ontologies
- TTT-Unet: Enhancing U-Net with Test-Time Training Layers for Biomedical Image Segmentation
2024/09/17 by Rong Zhou, Zhou, Rong, Zhengqing Yuan +17 · 1 citation
Computer Science · Medicine · #AI in cancer detection #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- Generative Graph Pattern Machine
2025/05/22 by Zehong Wang, Wang, Zehong, Zheyuan Zhang +7 · 2 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Social and Information Networks (cs.SI) #Topic Modeling
- MAPRO: Recasting Multi-Agent Prompt Optimization as Maximum a Posteriori Inference
2025/10/08 by Zheyuan Zhang, Zhang, Zheyuan, Lin Ge +9 · 2 citations
Computer Science · #AI-based Problem Solving and Planning #Computation and Language (cs.CL) #Evolutionary Algorithms and Applications #FOS: Computer and information sciences
- PreDiff-LM: Pretrained Discrete Masked Diffusion Language Modeling with Hybrid Attention
2026/07/28 by Zhengtao Yao, Runhao Li, Xupeng Chen +12
#cs.AI