| 2025 | IWQoS | Causelens: Causality-Based Interpretable Root Cause Analysis for Microservice Systems. | Qihan Liu, Pengfei Chen, Guangba Yu, Yuanhao Lai, Xiaoyun Li |
| 2024 | DSN | Real-Time Intrusion Detection and Prevention with Neural Network in Kernel Using eBPF. | Junyu Zhang, Pengfei Chen, Zilong He, Hongyang Chen, Xiaoyun Li |
| 2024 | ICLR | Stochastic Controlled Averaging for Federated Learning with Communication Compression. | Xinmeng Huang, Ping Li, Xiaoyun Li |
| 2024 | ICSE | LogShrink: Effective Log Compression by Leveraging Commonality and Variability of Log Data. | Xiaoyun Li, Hongyu Zhang, Van-Hoang Le, Pengfei Chen |
| 2023 | CIKM | CSPM: A Contrastive Spatiotemporal Preference Model for CTR Prediction in On-Demand Food Delivery Services. | Guyu Jiang, Xiaoyun Li, Rongrong Jing, Ruoqi Zhao, Xingliang Ni, Guodong Cao, Ning Hu |
| 2023 | ICLR | Improved Convergence of Differential Private SGD with Gradient Clipping. | Huang Fang, Xiaoyun Li, Chenglin Fan, Ping Li |
| 2023 | ICML | LSDS++ : Dual Sampling for Accelerated k-means++. | Chenglin Fan, Ping Li, Xiaoyun Li |
| 2023 | ICML | Analysis of Error Feedback in Federated Non-Convex Optimization with Biased Compression: Fast Convergence and Partial Participation. | Xiaoyun Li, Ping Li |
| 2023 | KDD | OPORP: One Permutation + One Random Projection. | Ping Li, Xiaoyun Li |
| 2023 | SIGIR | Building K-Anonymous User Cohorts with Consecutive Consistent Weighted Sampling (CCWS). | Xinyi Zheng, Weijie Zhao, Xiaoyun Li, Ping Li |
| 2023 | UAI | Fed-LAMB: Layer-wise and Dimension-wise Locally Adaptive Federated Learning. | Belhal Karimi, Ping Li, Xiaoyun Li |
| 2022 | CIKM | ℘-MinHash Algorithm for Continuous Probability Measures: Theory and Application to Machine Learning. | Ping Li, Xiaoyun Li, Gennady Samorodnitsky |
| 2022 | ICLR | On Distributed Adaptive Optimization with Gradient Compression. | Xiaoyun Li, Belhal Karimi, Ping Li |
| 2022 | ICML | C-MinHash: Improving Minwise Hashing with Circulant Permutation. | Xiaoyun Li, Ping Li |
| 2022 | IJCAI | Learning Cluster Causal Diagrams: An Information-Theoretic Approach. | Xueyan Niu, Xiaoyun Li, Ping Li |
| 2022 | ICWS | TS-InvarNet: Anomaly Detection and Localization based on Tempo-spatial KPI Invariants in Distributed Services. | Zijun Hu, Pengfei Chen, Guangba Yu, Zilong He, Xiaoyun Li |
| 2022 | ISSRE | Going through the Life Cycle of Faults in Clouds: Guidelines on Fault Handling. | Xiaoyun Li, Guangba Yu, Pengfei Chen, Hongyang Chen, Zhekang Chen |
| 2021 | AAAI | Rejection Sampling for Weighted Jaccard Similarity Revisited. | Xiaoyun Li, Ping Li |
| 2021 | AAAI | Fast and Compact Bilinear Pooling by Shifted Random Maclaurin. | Tan Yu, Xiaoyun Li, Ping Li |
| 2021 | ACML | An Optimistic Acceleration of AMSGrad for Nonconvex Optimization. | Jun-Kun Wang, Xiaoyun Li, Belhal Karimi, Ping Li |
| 2021 | AISTATS | One-Sketch-for-All: Non-linear Random Features from Compressed Linear Measurements. | Xiaoyun Li, Ping Li |
| 2021 | ICDM | Graph-based Adversarial Online Kernel Learning with Adaptive Embedding. | Peng Yang, Xiaoyun Li, Ping Li |
| 2021 | ICML | Quantization Algorithms for Random Fourier Features. | Xiaoyun Li, Ping Li |
| 2021 | WWW | Consistent Sampling Through Extremal Process. | Ping Li, Xiaoyun Li, Gennady Samorodnitsky, Weijie Zhao |
| 2021 | WWW | MicroRank: End-to-End Latency Issue Localization with Extended Spectrum Analysis in Microservice Environments. | Guangba Yu, Pengfei Chen, Hongyang Chen, Zijie Guan, Zicheng Huang, Linxiao Jing, Tianjun Weng, Xinmeng Sun, Xiaoyun Li |
| 2021 | SIGMOD | Agile and Accurate CTR Prediction Model Training for Massive-Scale Online Advertising Systems. | Zhiqiang Xu, Dong Li, Weijie Zhao, Xing Shen, Tianbo Huang, Xiaoyun Li, Ping Li |
| 2020 | AAAI | IVFS: Simple and Efficient Feature Selection for High Dimensional Topology Preservation. | Xiaoyun Li, Chengxi Wu, Ping Li |
| 2020 | ECAI | Randomized Kernel Multi-View Discriminant Analysis. | Xiaoyun Li, Jie Gui, Ping Li |
| 2020 | ISSRE | SwissLog: Robust and Unified Deep Learning Based Log Anomaly Detection for Diverse Faults. | Xiaoyun Li, Pengfei Chen, Linxiao Jing, Zilong He, Guangba Yu |
| 2017 | CSCWD | Joint AP coverage adjustment and user association optimization for load balancing in multi-rate WLANs. | Xiaoyun Li, Junzhou Luo, Wenjia Wu, Ming Yang |
| 2016 | IECON | Radiation distribution prediction model of the nuclear power station. | Yang Hu, Yimin Zhou, Xiaoyun Li |
| 2016 | UCC | Image compression based on restcted wavelet synopses with maximum error bound. | Xiaoyun Li, Shizhong Huang, Huanyu Zhao, Xueyan Guo, Libo Xu, Xingsen Li, Youjia Li |
| 2015 | FUSION | A new nonlinear state estimator using the fusion of multiple extended Kalman filters. | Zhansheng Duan, Xiaoyun Li |
| 2015 | ICNC | EEG signal analysis based on fixed-value shift compression algorithm. | Xueyan Guo, Huanyu Zhao, Xiaoyun Li, Tongliang Li, Mingfang Dai |
| 2015 | SMC | Energy Efficient Channel Assignment with Switching Optimization in Multi-radio Wireless Networks. | Wenjia Wu, Junzhou Luo, Ming Yang, Xiaoyun Li |
| 2006 | GLOBECOM | Distributed Coordinate-free Hole Detection and Recovery. | Xiaoyun Li, David K. Hunter, Kun Yang |