Qi Xuan

1. Alita: Generalist Agent Enabling Scalable Agentic Reasoning with Minimal Predefinition and Maximal Self-Evolution
   2025/05/26 by J. F. Qiu, Qi Xuan, Qiu, Jiahao +33 · 49 citations
   Computer Science · #Evolutionary Algorithms and Applications
2. Understanding the Dynamics of DNNs Using Graph Modularity
   2021/11/24 by Yao Lu, Yang Wen, Lu, Yao +11 · 9 citations
   Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Explainable Artificial Intelligence (XAI)
3. Fast Gradient Attack on Network Embedding
   2018/09/08 by Jinyin Chen, Chen, Jinyin, Yangyang Wu +9 · 14 citations
   Computer Science · Physics and Astronomy · #Advanced Graph Neural Networks #Complex Network Analysis Techniques #Adversarial Robustness in Machine Learning
4. Open DNN Box by Power Side-Channel Attack
   2019/07/21 by Yun Xiang, Xiang, Yun, Zhuangzhi Chen +17 · 6 citations
   Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Physical Unclonable Functions (PUFs) and Hardware Security #Radiation Effects in Electronics
5. Time-aware Gradient Attack on Dynamic Network Link Prediction
   2019/11/24 by Jinyin Chen, Chen, Jinyin, Jian Zhang +7 · 4 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. TSGN: Transaction Subgraph Networks Assisting Phishing Detection in Ethereum
   2022/08/27 by Jinhuan Wang, Pengtao Chen, Wang, Jinhuan +11 · 5 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
7. A Generic Layer Pruning Method for Signal Modulation Recognition Deep Learning Models
   2024/06/12 by Yao Lu, Yutao Zhu, Lu, Yao +11 · 8 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Wireless Signal Modulation Classification
8. Reassessing Layer Pruning in LLMs: New Insights and Methods
   2024/11/23 by Yao Lu, Hao Cheng, Lu, Yao +14 · 10 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
9. Multiscale Evolutionary Perturbation Attack on Community Detection
   2019/10/22 by Jinyin Chen, Yi-Xian Chen, Chen, Jinyin +7 · 2 citations
   Physics and Astronomy · Computer Science · #Complex Network Analysis Techniques #Opinion Dynamics and Social Influence #Network Security and Intrusion Detection
10. Can pre-trained models assist in dataset distillation?
    2023/10/05 by Yao Lu, Xuguang Chen, Lu, Yao +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
11. The impact of malicious nodes on the spreading of false information
    2020/08/01 by Zhongyuan Ruan, Bin Yu, Xincheng Shu +2 · 1 citation
12. 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)
13. Sustainability Forecasting for Apache Incubator Projects
    2021/05/29 by Likang Yin, Zhunagzhi Chen, Yin, Likang +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
14. Phishing Fraud Detection on Ethereum using Graph Neural Network
    2022/04/18 by Panpan Li, Yun‐Yi Xie, Li, Panpan +7 · 1 citation
    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
15. SigNet: A Novel Deep Learning Framework for Radio Signal Classification
    2020/10/28 by Zhuangzhi Chen, Chen, Zhuangzhi, Hui Cui +15 · 1 citation
    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
16. DebateQA: Evaluating Question Answering on Debatable Knowledge
    2024/08/02 by Rongwu Xu, Qi Xuan, Xu, Rongwu +7 · 2 citations
    Computer Science · #Topic Modeling
17. 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
18. GUARD: Generation-time LLM Unlearning via Adaptive Restriction and Detection
    2025/05/19 by Zhijie Deng, Deng, Zhijie, C. Liu +13 · 5 citations
    Computer Science · Medicine · #Topic Modeling #Domain Adaptation and Few-Shot Learning #Artificial Intelligence in Healthcare and Education
19. Better Reasoning with Less Data: Enhancing VLMs Through Unified Modality Scoring
    2025/06/10 by Mingjie Xu, Xu, Mingjie, Andrew Estornell +11 · 5 citations
    Computer Science · #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
20. Mixture of Message Passing Experts with Routing Entropy Regularization for Node Classification
    2025/02/12 by Xuanze Chen, Chen, Xuanze, Jiajun Zhou +8 · 2 citations
    Computer Science · #Distributed Sensor Networks and Detection Algorithms
21. RK-core: An Established Methodology for Exploring the Hierarchical Structure within Datasets
    2023/10/10 by Yao Lu, Lu, Yao, Yutian Huang +7 · 1 citation
    Computer Science · #Machine Learning and Data Classification #Text and Document Classification Technologies #Face and Expression Recognition
22. Rethinking Graph Transformer Architecture Design for Node Classification
    2024/10/15 by Jiajun Zhou, Zhou, Jiajun, Xuanze Chen +9 · 1 citation
    Computer Science · #Advanced Graph Neural Networks #FOS: Computer and information sciences #Machine Learning (cs.LG)
23. MemSecBench: Tracking Agent Memory Poisoning from Persistence to Consequence and Repair
    2026/07/29 by Xuanze Chen, Xukang Xie, Wentao Fu +3
    Computer Science · #cs.AI #cs.CR
24. AgentS4D: Benchmarking Runtime Risks across the Execution Lifecycle of LLM-Based Workspace Agents
    2026/07/29 by Jiajun Zhou, Zhaoxuan Ke, Jihang Ye +3
    Computer Science · #cs.SE