Xi Xiao

1. Maintaining Discrimination and Fairness in Class Incremental Learning
   2019/11/16 by Bowen Zhao, Zhao, Bowen, Xi Xiao +7 · 19 citations
   Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
2. Rumor Detection on Social Media with Bi-Directional Graph Convolutional Networks
   2020/01/17 by Tian Bian, Xi Xiao, Bian, Tian +11 · 15 citations
   Computer Science · Physics and Astronomy · Social Sciences · #Complex Network Analysis Techniques #FOS: Computer and information sciences #Machine Learning (cs.LG) #Misinformation and Its Impacts #Social and Information Networks (cs.SI) #Topic Modeling
3. BARS: Towards Open Benchmarking for Recommender Systems
   2022/05/19 by Jieming Zhu, Zhu, Jieming, Quanyu Dai +13 · 14 citations
   Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Data Stream Mining Techniques #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
4. UltraGCN: Ultra Simplification of Graph Convolutional Networks for Recommendation
   2021/10/28 by Kelong Mao, Mao, Kelong, Jieming Zhu +9 · 11 citations
   Computer Science · #Advanced Graph Neural Networks #Caching and Content Delivery #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
5. SimpleX: A Simple and Strong Baseline for Collaborative Filtering
   2021/09/26 by Kelong Mao, Mao, Kelong, Jieming Zhu +11 · 10 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Caching and Content Delivery #FOS: Computer and information sciences #Image and Video Quality Assessment #Information Retrieval (cs.IR) #Recommender Systems and Techniques
6. CLAP: Learning Transferable Binary Code Representations with Natural Language Supervision
   2024/02/26 by Hao Wang, Zeyu Gao, Wang, Hao +16 · 8 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering (cs.SE) #Speech Recognition and Synthesis #Speech and dialogue systems
7. STEM: Unleashing the Power of Embeddings for Multi-task Recommendation
   2023/08/16 by Liangcai Su, Su, Liangcai, Junwei Pan +11 · 7 citations
   Computer Science · #Recommender Systems and Techniques #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
8. M²IV: Towards Efficient and Fine-grained Multimodal In-Context Learning via Representation Engineering
   2025/04/06 by Yanshu Li, Li, Yanshu, Yi Cao +13 · 16 citations
   Computer Science · #Human Pose and Action Recognition
9. On Self-Distilling Graph Neural Network
   2020/11/04 by Yuzhao Chen, Yatao Bian, Chen, Yuzhao +9 · 3 citations
   Computer Science · Neuroscience · #Advanced Graph Neural Networks #Advanced Neural Network Applications #Brain Tumor Detection and Classification #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
10. PEAR: Personalized Re-ranking with Contextualized Transformer for Recommendation
    2022/03/23 by Yi Li, Li, Yi, Jieming Zhu +15 · 3 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Expert finding and Q&A systems #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Recommender Systems and Techniques
11. PMG : Personalized Multimodal Generation with Large Language Models
    2024/04/07 by Xiaoteng Shen, Shen, Xiaoteng, Rui Zhang +7 · 4 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Natural Language Processing Techniques #Recommender Systems and Techniques #Topic Modeling
12. Resource-efficient quantum key distribution with integrated silicon photonics
    2022/12/26 by Kejin Wei, Wei, Kejin, Yongqiang Du +12 · 2 citations
    Engineering · Computer Science · #Photonic and Optical Devices #Quantum Information and Cryptography #Optical Network Technologies
13. Time-aware Graph Structure Learning via Sequence Prediction on Temporal Graphs
    2023/06/13 by Haozhen Zhang, Zhang, Haozhen, Xueting Han +5 · 2 citations
    Computer Science · Health Professions · Social Sciences · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Health Literacy and Information Accessibility #Machine Learning (cs.LG) #Technology Use by Older Adults
14. Describe Anything in Medical Images
    2025/05/09 by Xi Xiao, Yunbei Zhang, Xiao, Xi +23 · 7 citations
    Computer Science · #Multimodal Machine Learning Applications #Generative Adversarial Networks and Image Synthesis #Topic Modeling
15. Visual Instance-aware Prompt Tuning
    2025/07/10 by Xi Xiao, Xiao, Xi, Yunbei Zhang +13 · 11 citations
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
16. Cycle-YOLO: A Efficient and Robust Framework for Pavement Damage Detection
    2024/05/28 by Zhengji Li, Xi Xiao, Li, Zhengji +13 · 2 citations
    Engineering · #Artificial Intelligence (cs.AI) #Asphalt Pavement Performance Evaluation #Computer Vision and Pattern Recognition (cs.CV) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Geophysical Methods and Applications #Infrastructure Maintenance and Monitoring #Machine Learning (cs.LG)
17. TD-RD: A Top-Down Benchmark with Real-Time Framework for Road Damage Detection
    2025/01/24 by Xi Xiao, Xiao, Xi, Zhengji Li +12 · 3 citations
    Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fire Detection and Safety Systems #Infrastructure Maintenance and Monitoring
18. Re-discovery and re-description of the true Plagiopholis styani (Boulenger, 1899) (Serpentes, Pseudoxenodontidae), with the taxonomic status of the populations previously considered as P. styani
    2025/07/23 by Shuo Liu, Zengyang Luo, Xi Xiao +3 · 1 voice · 3 citations
    Environmental Science · Biochemistry, Genetics and Molecular Biology · #Amphibian and Reptile Biology #Yersinia bacterium, plague, ectoparasites research #Genomics and Phylogenetic Studies
19. Source-independent quantum random number generators with integrated silicon photonics
    2023/12/28 by Yongqiang Du, Du, Yongqiang, Zhengeng Zhao +10 · 1 citation
    Computer Science · Engineering · #Chaos-based Image/Signal Encryption #Image Processing Techniques and Applications #Digital Media Forensic Detection
20. Genos: General In-Network Unsupervised Intrusion Detection by Rule Extraction
    2024/03/28 by Ruoyu Li, Li, Ruoyu, Qing Li +9 · 1 citation
    Computer Science · #Network Security and Intrusion Detection #Internet Traffic Analysis and Secure E-voting
21. Incremental Context-free Grammar Inference in Black Box Settings
    2024/08/29 by Feifei Li, Xiao Chen, Li, Feifei +11 · 1 citation
    Computer Science · #FOS: Computer and information sciences #Natural Language Processing Techniques #Programming Languages (cs.PL) #Software Engineering (cs.SE) #Speech and dialogue systems #Topic Modeling
22. ORBIT-2: Scaling Exascale Vision Foundation Models for Weather and Climate Downscaling
    2025/05/07 by Xiao Wang, Jong-Youl Choi, Wang, Xiao +33 · 1 citation
    Earth and Planetary Sciences · Environmental Science · #Artificial Intelligence (cs.AI) #Atmospheric and Oceanic Physics (physics.ao-ph) #Cryospheric studies and observations #Distributed #Earth and Planetary Astrophysics (astro-ph.EP) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Parallel #Remote Sensing in Agriculture #Urban Heat Island Mitigation #and Cluster Computing (cs.DC)
23. Attention-Guided Patch-Wise Sparse Adversarial Attacks on Vision-Language-Action Models
    2025/11/26 by Naifu Zhang, Zhang, Naifu, Weiliang Tao +13 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis
24. FOCUS: Fused Observation of Channels for Unveiling Spectra
    2025/07/20 by Xi Xiao, Aristeidis Tsaris, Xiao, Xi +11 · 4 citations
    Engineering · Environmental Science · #Advanced Image Fusion Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing in Agriculture #Remote-Sensing Image Classification
25. Rethinking Layer-Wise Information Allocation for Vision Foundation Model Adaptation
    2026/07/24 by Yuqi Li, Xi Xiao, Yunbei Zhang +6
    #cs.CV
26. On-Policy Distillation for LLM Safety: A Routing Approach to Template-Robust Realignment
    2026/07/29 by Yongjian Guo, Wanlun Ma, Lingyu Shen +2
    Computer Science · #cs.AI #cs.CL #cs.CR #cs.LG