| 2025 | SIGMOD | Andromeda: Debugging Database Performance Issues with Retrieval-Augmented Large Language Models. | Pengyi Wang, Sibei Chen, Ju Fan, Bin Wu, Nan Tang, Jian Tan |
| 2024 | ICML | PinNet: Pinpoint Instructive Information for Retrieval Augmented Code-to-Text Generation. | Han Fu, Jian Tan, Pinhan Zhang, Feifei Li, Jianling Sun |
| 2024 | ICPR | Cystic Adenocarcinoma Segmentation Based on Multi-frequency and Multi-scale SimAM Attention. | Xia Zhang, Jian Tan, Bailing Zhang, Guodong Xu, Zeyang Hu, Rui Wang, Jing Qiu Yang, Chaoyi Pang |
| 2023 | ASPLOS | ShapleyIQ: Influence Quantification by Shapley Values for Performance Debugging of Microservices. | Ye Li, Jian Tan, Bin Wu, Xiao He, Feifei Li |
| 2023 | ICDE | Active Sampling for Sparse Table by Bayesian Optimization with Adaptive Resolution. | Xiao He, Jian Tan, Bin Wu, Feifei Li, Xinping Zhang, Gaozhong Liang, Jinfeng Xu |
| 2023 | WWW | Interactive Log Parsing via Light-weight User Feedback. | Liming Wang, Hong Xie, Ye Li, Jian Tan, John C. S. Lui |
| 2023 | SC | Rapid simulations of atmospheric data assimilation of hourly-scale phenomena with modern neural networks. | Yiyuan Li, Xiting Ju, Yi Xiao, Qilong Jia, Yongxiao Zhou, Simeng Qian, Rongfen Lin, Bin Yang, Shupeng Shi, Xin Liu, Jie Gao, Zhen Wang, Sha Liu, Jian Tan, Xuan Wang, Zhengding Hu, Limin Yan, Wei Xue |
| 2023 | UAI | A Bayesian approach for bandit online optimization with switching cost. | Zai Shi, Jian Tan, Feifei Li |
| 2023 | UAI | Two-stage Kernel Bayesian Optimization in High Dimensions. | Jian Tan, Niv Nayman |
| 2022 | ICDE | PinSQL: Pinpoint Root Cause SQLs to Resolve Performance Issues in Cloud Databases. | Xiaoze Liu, Zheng Yin, Chao Zhao, Congcong Ge, Lu Chen, Yunjun Gao, Dimeng Li, Ziting Wang, Gaozhong Liang, Jian Tan, Feifei Li |
| 2022 | SIGMOD | Towards Dynamic and Safe Configuration Tuning for Cloud Databases. | Xinyi Zhang, Hong Wu, Yang Li, Jian Tan, Feifei Li, Bin Cui |
| 2021 | AAAI | Local Differential Privacy for Bayesian Optimization. | Xingyu Zhou, Jian Tan |
| 2021 | HCI | Gothic VR Game Scene Automatic Generation Design. | Rui Tian, Jianwen Yang, Jian Tan |
| 2021 | SIGMOD | ResTune: Resource Oriented Tuning Boosted by Meta-Learning for Cloud Databases. | Xinyi Zhang, Hong Wu, Zhuo Chang, Shuowei Jin, Jian Tan, Feifei Li, Tieying Zhang, Bin Cui |
| 2019 | IJCAI | RobustTrend: A Huber Loss with a Combined First and Second Order Difference Regularization for Time Series Trend Filtering. | Qingsong Wen, Jingkun Gao, Xiaomin Song, Liang Sun, Jian Tan |
| 2019 | INFOCOM | Counterintuitive Characteristics of Optimal Distributed LRU Caching Over Unreliable Channels. | Guocong Quan, Jian Tan, Atilla Eryilmaz |
| 2019 | ISI | A Risk Assessment Method based on Software Behavior. | Guorong Chen, Kun Wang, Jian Tan, Xiaoyong Li |
| 2019 | SIGMETRICS | A New Flexible Multi-flow LRU Cache Management Paradigm for Minimizing Misses. | Guocong Quan, Jian Tan, Atilla Eryilmaz, Ness B. Shroff |
| 2019 | SIGMETRICS | Heavy-traffic Delay Optimality in Pull-based Load Balancing Systems: Necessary and Sufficient Conditions. | Xingyu Zhou, Jian Tan, Ness B. Shroff |
| 2018 | INFOCOM | Asymptotic Miss Ratio of LRU Caching with Consistent Hashing. | Kaiyi Ji, Guocong Quan, Jian Tan |
| 2018 | INFOCOM | LRU Caching with Dependent Competing Requests. | Guocong Quan, Kaiyi Ji, Jian Tan |
| 2018 | SIGMETRICS | On Resource Pooling and Separation for LRU Caching. | Jian Tan, Guocong Quan, Kaiyi Ji, Ness B. Shroff |
| 2018 | SIGMETRICS | Fork and Join Queueing Networks with Heavy Tails: Scaling Dimension and Throughput Limit. | Yun Zeng, Jian Tan, Cathy Honghui Xia |
| 2018 | SIGMETRICS | Degree of Queue Imbalance: Overcoming the Limitation of Heavy-traffic Delay Optimality in Load Balancing Systems. | Xingyu Zhou, Fei Wu, Jian Tan, Kannan Srinivasan, Ness B. Shroff |
| 2018 | SIGMETRICS | Designing Low-Complexity Heavy-Traffic Delay-Optimal Load Balancing Schemes: Theory to Algorithms. | Xingyu Zhou, Fei Wu, Jian Tan, Yin Sun, Ness B. Shroff |
| 2016 | IGARSS | Object detection of polarized hyperspectal images based on fourth-order tensor matched filtering. | Jian Tan, Junping Zhang, Xiaochen Lu |
| 2016 | ISPDC | A Continuous Self-Checking Validation Framework on Processor Exceptions. | Jian Tan, Daifeng Li |
| 2015 | INFOCOM | Information sharing in distributed stochastic bandits. | Swapna Buccapatnam, Jian Tan, Li Zhang |
| 2015 | SC | HydraDB: a resilient RDMA-driven key-value middleware for in-memory cluster computing. | Yandong Wang, Li Zhang, Jian Tan, Min Li, Yuqing Gao, Xavier Guerin, Xiaoqiao Meng, Shicong Meng |
| 2014 | CLOUD | C-Hint: An Effective and Reliable Cache Management for RDMA-Accelerated Key-Value Stores. | Yandong Wang, Xiaoqiao Meng, Li Zhang, Jian Tan |
| 2014 | EuroSys | DynMR: dynamic MapReduce with ReduceTask interleaving and MapTask backfilling. | Jian Tan, Alicia Chin, Zane Zhenhua Hu, Yonggang Hu, Shicong Meng, Xiaoqiao Meng, Li Zhang |
| 2014 | HPDC | MRONLINE: MapReduce online performance tuning. | Min Li, Liangzhao Zeng, Shicong Meng, Jian Tan, Li Zhang, Ali Raza Butt, Nicholas C. Fuller |
| 2014 | SIGMETRICS | Non-work-conserving effects in MapReduce: diffusion limit and criticality. | Jian Tan, Yandong Wang, Weikuan Yu, Li Zhang |
| 2013 | CLOUD | CloudLEGO: scalable cross-VM-type application performance prediction. | Shicong Meng, Arun Iyengar, Ling Liu, Ting Wang, Jian Tan, Ignacio Silva-Lepe, Isabelle Rouvellou |
| 2013 | INFOCOM | Improving ReduceTask data locality for sequential MapReduce jobs. | Jian Tan, Shicong Meng, Xiaoqiao Meng, Li Zhang |
| 2013 | INFOCOM | Coupling task progress for MapReduce resource-aware scheduling. | Jian Tan, Xiaoqiao Meng, Li Zhang |
| 2013 | INFOCOM | Map task scheduling in MapReduce with data locality: Throughput and heavy-traffic optimality. | Weina Wang, Kai Zhu, Lei Ying, Jian Tan, Li Zhang |
| 2012 | CISS | Secrecy outage capacity of fading channels. | Onur Gngr, Jian Tan, Can Emre Koksal, Hesham El Gamal, Ness B. Shroff |
| 2012 | HPDC | Coupling scheduler for MapReduce/Hadoop. | Jian Tan, Xiaoqiao Meng, Li Zhang |
| 2012 | INFOCOM | Performance analysis of Coupling Scheduler for MapReduce/Hadoop. | Jian Tan, Xiaoqiao Meng, Li Zhang |
| 2012 | SIGMETRICS | Delay tails in MapReduce scheduling. | Jian Tan, Xiaoqiao Meng, Li Zhang |
| 2011 | INFOCOM | Delay asymptotics with retransmissions and fixed rate codes over erasure channels. | Jian Tan, Yang Yang, Ness B. Shroff, Hesham El Gamal |
| 2011 | WSC | Identification and approximations for systems with multi-stage workflows. | Parijat Dube, Jian Tan, Li Zhang |
| 2010 | ICARCV | Design and simulation of H∞ controller for flexible aircraft. | Wen-Jie Meng, Ai-Jun Li, Jian Tan, Chang-Qing Wang |
| 2010 | INFOCOM | Joint Power and Secret Key Queue Management for Delay Limited Secure Communication. | Onur Gngr, Jian Tan, Can Emre Koksal, Hesham El Gamal, Ness B. Shroff |
| 2010 | INFOCOM | Transition from Heavy to Light Tails in Retransmission Durations. | Jian Tan, Ness B. Shroff |
| 2010 | IGARSS | 3D visualization computing in fast design and construction. | Xiaoping Du, Xiangtao Fan, Bing Zhang, Rendong Nan, Jun-jie Zhu, Jian Tan, Shuo Liu |
| 2010 | SIGMETRICS | Can multipath mitigate power law delays?: effects of parallelism on tail performance. | Jian Tan, Wei Wei, Bo Jiang, Ness B. Shroff, Donald F. Towsley |
| 2009 | ICPADS | Measurement and Analysis of BitTorrent Availability. | Lin Ye, Hongli Zhang, Weizhe Zhang, Jian Tan |
| 2009 | ISNN | Enterprise Cluster Knowledge Disseminate in Small-World Network. | Jian Tan, Xianjia Wang |
| 2008 | MOBIHOC | Dynamic packet fragmentation for wireless channels with failures. | Predrag R. Jelenkovic, Jian Tan |
| 2007 | DCOSS | Localization for Anchoritic Sensor Networks. | Yuliy M. Baryshnikov, Jian Tan |
| 2007 | INFOCOM | Can Retransmissions of Superexponential Documents Cause Subexponential Delays? | Predrag R. Jelenkovic, Jian Tan |
| 2007 | SNPD | Parzen Windows Estimation Using Laplace Kernel: A Novel Parametric Analysis with Information Content. | Jingsong He, Jian Tan, Qiansheng Fang |
| 2007 | SIGMETRICS | Adaptive and scalable comparison scheduling. | Predrag R. Jelenkovic, Xiaozhu Kang, Jian Tan |