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Xuan, Qi

  1. Fast Gradient Attack on Network Embedding
    2018/09/08 by Jinyin Chen, Chen, Jinyin, Yangyang Wu +9 · 26 citations
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Adversarial Robustness in Machine Learning
  2. Understanding the Dynamics of DNNs Using Graph Modularity
    2021/11/24 by Yao Lu, Yang Wen, Lu, Yao +11 · 14 citations
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Explainable Artificial Intelligence (XAI)
  3. Open DNN Box by Power Side-Channel Attack
    2019/07/21 by Yun Xiang, Zhuangzhi Chen, Xiang, Yun +17 · 8 citations
    Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Physical Unclonable Functions (PUFs) and Hardware Security #Radiation Effects in Electronics
  4. GA Based Q-Attack on Community Detection
    2018/11/01 by Jinyin Chen, Lihong Chen, Chen, Jinyin +11 · 6 citations
    Computer Science · Physics and Astronomy · #Complex Network Analysis Techniques #FOS: Computer and information sciences #Network Security and Intrusion Detection #Opinion Dynamics and Social Influence #Social and Information Networks (cs.SI)
  5. Time-aware Gradient Attack on Dynamic Network Link Prediction
    2019/11/24 by Jinyin Chen, Jian Zhang, Chen, Jinyin +7 · 5 citations
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Social and Information Networks (cs.SI)
  6. A Generic Layer Pruning Method for Signal Modulation Recognition Deep Learning Models
    2024/06/12 by Yao Lu, Lu, Yao, Yutao Zhu +11 · 12 citations
    Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Wireless Signal Modulation Classification
  7. TSGN: Transaction Subgraph Networks Assisting Phishing Detection in Ethereum
    2022/08/27 by Jinhuan Wang, Pengtao Chen, Wang, Jinhuan +11 · 6 citations
    Business, Management and Accounting · Computer Science · #Blockchain Technology Applications and Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FinTech, Crowdfunding, Digital Finance #Spam and Phishing Detection
  8. Adaptive Visibility Graph Neural Network and its Application in Modulation Classification
    2021/06/16 by Qi Xuan, Kunfeng Qiu, Xuan, Qi +11 · 4 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning in Bioinformatics #Signal Processing (eess.SP) #Wireless Signal Modulation Classification #electronic engineering #information engineering
  9. Reassessing Layer Pruning in LLMs: New Insights and Methods
    2024/11/23 by Yao Lu, Hao Cheng, Lu, Yao +14 · 14 citations
    Business, Management and Accounting · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #Dispute Resolution and Class Actions #FOS: Computer and information sciences #Machine Learning (cs.LG) #Scheduling and Optimization Algorithms
  10. E-LSTM-D: A Deep Learning Framework for Dynamic Network Link Prediction
    2019/02/22 by Chen, Jinyin, Zhang, Jian, Xu, Xuanheng +4 · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG) #Social and Information Networks (cs.SI)
  11. Data Augmentation on Graphs: A Technical Survey
    2022/12/20 by Jiajun Zhou, Chenxuan Xie, Zhou, Jiajun +9 · 3 citations
    Computer Science · Decision Sciences · #Advanced Graph Neural Networks #Data Quality and Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Recommender Systems and Techniques
  12. SR-init: An interpretable layer pruning method
    2023/03/14 by Tang, Hui, Lu, Yao, Xuan, Qi · 5 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  13. SigNet: A Novel Deep Learning Framework for Radio Signal Classification
    2020/10/28 by Zhuangzhi Chen, Chen, Zhuangzhi, Hui Cui +15 · 3 citations
    Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Signal Processing (eess.SP) #Spider Taxonomy and Behavior Studies #Terahertz technology and applications #Wireless Signal Modulation Classification #electronic engineering #information engineering
  14. Multiscale Evolutionary Perturbation Attack on Community Detection
    2019/10/22 by Jinyin Chen, Chen, Jinyin, Yi-Xian Chen +7 · 2 citations
    Physics and Astronomy · Computer Science · #Complex Network Analysis Techniques #Opinion Dynamics and Social Influence #Network Security and Intrusion Detection
  15. Can pre-trained models assist in dataset distillation?
    2023/10/05 by Yao Lu, Lu, Yao, Xuguang Chen +17 · 3 citations
    Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and Data Classification #Topic Modeling
  16. Graph-Based Similarity of Neural Network Representations
    2021/11/22 by Chen, Zuohui, Lu, Yao, Hu, Jinxuan +4 · 2 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  17. Phishing Fraud Detection on Ethereum using Graph Neural Network
    2022/04/18 by Panpan Li, Li, Panpan, Yun‐Yi Xie +7 · 2 citations
    Computer Science · #Blockchain Technology Applications and Security #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Social and Information Networks (cs.SI) #Spam and Phishing Detection
  18. RedTest: Towards Measuring Redundancy in Deep Neural Networks Effectively
    2024/11/15 by Yao Lu, Peixin Zhang, Lu, Yao +9 · 5 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  19. GUARD: Generation-time LLM Unlearning via Adaptive Restriction and Detection
    2025/05/19 by Zhijie Deng, C. Liu, Deng, Zhijie +13 · 7 citations
    Computer Science · Medicine · #Topic Modeling #Domain Adaptation and Few-Shot Learning #Artificial Intelligence in Healthcare and Education
  20. Target Defense Against Link-Prediction-Based Attacks via Evolutionary Perturbations
    2018/09/16 by Yu, Shanqing, Zhao, Minghao, Fu, Chenbo +4 · 1 citation
    #FOS: Computer and information sciences #FOS: Physical sciences #Physics and Society (physics.soc-ph) #Social and Information Networks (cs.SI)
  21. Temporal-Amount Snapshot MultiGraph for Ethereum Transaction Tracking
    2021/02/16 by Yunyi Xie, Jie Jin, Xie, Yunyi +7 · 1 citation
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Blockchain Technology Applications and Security #Complex Network Analysis Techniques #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  22. Sustainability Forecasting for Apache Incubator Projects
    2021/05/29 by Likang Yin, Yin, Likang, Zhunagzhi Chen +5 · 1 citation
    Computer Science · Social Sciences · #FOS: Computer and information sciences #Open Source Software Innovations #Software Engineering (cs.SE) #Software Engineering Research #Wikis in Education and Collaboration
  23. GANI: Global Attacks on Graph Neural Networks via Imperceptible Node Injections
    2022/10/23 by Junyuan Fang, Haixian Wen, Fang, Junyuan +9 · 2 citations
    Computer Science · Materials Science · #Advanced Graph Neural Networks #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science
  24. Improving robustness of language models from a geometry-aware perspective
    2022/04/28 by Zhu, Bin, Gu, Zhaoquan, Wang, Le +2 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  25. A Multi-View Framework for BGP Anomaly Detection via Graph Attention Network
    2021/12/23 by Songtao Peng, Peng, Songtao, Jiaqi Nie +11 · 1 citation
    Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Packet Processing and Optimization #Network Security and Intrusion Detection #Networking and Internet Architecture (cs.NI)
  26. RK-core: An Established Methodology for Exploring the Hierarchical Structure within Datasets
    2023/10/10 by Yao Lu, Yutian Huang, Lu, Yao +7 · 2 citations
    Computer Science · #Machine Learning and Data Classification #Text and Document Classification Technologies #Face and Expression Recognition
  27. Dual-channel Early Warning Framework for Ethereum Ponzi Schemes
    2022/06/16 by Jie Jin, Jiajun Zhou, Jin, Jie +9 · 1 citation
    Computer Science · #Blockchain Technology Applications and Security #Cryptography and Security (cs.CR) #Cybercrime and Law Enforcement Studies #FOS: Computer and information sciences #Imbalanced Data Classification Techniques
  28. Efficient Parallel Genetic Algorithm for Perturbed Substructure Optimization in Complex Network
    2024/12/30 by Shanqing Yu, Yu, Shanqing, Meng Zhou +13 · 2 voices
    Computer Science · Engineering · #Elevator Systems and Control #Industrial Technology and Control Systems #Manufacturing Process and Optimization #cs.NE #cs.SI
  29. How does Contrastive Learning Organize Images?
    2023/05/17 by Yunzhe Zhang, Zhang, Yunzhe, Yao Lü +3 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Remote-Sensing Image Classification
  30. Better Reasoning with Less Data: Enhancing VLMs Through Unified Modality Scoring
    2025/06/10 by Mingjie Xu, Andrew Estornell, Xu, Mingjie +11 · 5 citations
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  31. PathMLP: Smooth Path Towards High-order Homophily
    2023/06/23 by Jiajun Zhou, Chenxuan Xie, Zhou, Jiajun +11 · 1 citation
    Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Recommender Systems and Techniques #Social and Information Networks (cs.SI)
  32. Mixture of Message Passing Experts with Routing Entropy Regularization for Node Classification
    2025/02/12 by Xuanze Chen, Jiajun Zhou, Chen, Xuanze +8 · 2 citations
    Computer Science · #Distributed Sensor Networks and Detection Algorithms
  33. Multi-view Correlation-aware Network Traffic Detection on Flow Hypergraph
    2025/01/15 by Jiajun Zhou, Wentao Fu, Zhou, Jiajun +8 · 2 citations
    Computer Science · #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Network Security and Intrusion Detection #Network Traffic and Congestion Control #Software-Defined Networks and 5G
  34. Multi-Modal Representation Learning for Molecular Property Prediction: Sequence, Graph, Geometry
    2024/01/07 by Zeyu Wang, Tianyi Jiang, Wang, Zeyu +5 · 2 citations
    Computer Science · Materials Science · Environmental Science · #Computational Drug Discovery Methods #Machine Learning in Materials Science #Chemistry and Chemical Engineering
  35. From LLM-anation to LLM-orchestrator: Coordinating Small Models for Data Labeling
    2025/06/19 by Lu, Yao, Ji, Zhaiyuan, Du, Jiawei +3 · 5 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning and Data Classification #Topic Modeling
  36. Exploring agent interaction patterns in the comment sections of fake and real news
    2024/07/06 by Zhu, Kailun, Peng, Songtao, Nie, Jiaqi +3 · 1 citation
    #FOS: Computer and information sciences #Social and Information Networks (cs.SI)
  37. Rethinking Graph Transformer Architecture Design for Node Classification
    2024/10/15 by Jiajun Zhou, Xuanze Chen, Zhou, Jiajun +9 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG)
  38. DSPC: Dual-Stage Progressive Compression Framework for Efficient Long-Context Reasoning
    2025/09/17 by Gao, Yaxin, Lu, Yao, Zhang, Zongfei +3 · 2 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  39. MCLRL: A Multi-Domain Contrastive Learning with Reinforcement Learning Framework for Few-Shot Modulation Recognition
    2025/02/26 by Dongwei Xu, Yutao Zhu, Xu, Dongwei +8 · 3 citations
    Computer Science · Engineering · #Advanced SAR Imaging Techniques #FOS: Computer and information sciences #Indoor and Outdoor Localization Technologies #Machine Learning (cs.LG) #Wireless Signal Modulation Classification
  40. FCOS: A Two-Stage Recoverable Model Pruning Framework for Automatic Modulation Recognition
    2025/05/27 by Lu, Yao, Ma, Tengfei, Wang, Zeyu +5 · 4 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)