Tempo: Robust and Self-Tuning Resource Management in Multi-tenant Parallel Databases. - Zilong Tan; Shivnath Babu (Proc. VLDB Endow., 2016)

Partitioned Tensor Factorizations for Learning Mixed Membership Models. - Zilong Tan; Sayan Mukherjee 001 (ICML, 2017)

Efficient Learning of Graded Membership Models. - Zilong Tan; Sayan Mukherjee 001 (CoRR, 2017)

Scalable Algorithms for Learning High-Dimensional Linear Mixed Models. - Zilong Tan; Kimberly Roche; Xiang Zhou; Sayan Mukherjee 001 (UAI, 2018)

Learning Integral Representations of Gaussian Processes. - Zilong Tan; Sayan Mukherjee 001 (CoRR, 2018)

Approximate Inference for High-Dimensional Latent Variable Models. - Zilong Tan (2018)

Applying Machine Learning to Understand Write Performance of Large-scale Parallel Filesystems. - Bing Xie; Zilong Tan; Philip H. Carns; Jeffrey S. Chase; Kevin Harms; Jay F. Lofstead; Sarp Oral; Sudharshan S. Vazhkudai; Feiyi Wang (PDSW@SC, 2019)

Learning Fair Representations for Kernel Models. - Zilong Tan; Samuel Yeom; Matt Fredrikson; Ameet Talwalkar (AISTATS, 2020)

Model Reduction of Shallow CNN Model for Reliable Deployment of Information Extraction from Medical Reports. - Abhishek Kumar Dubey; Alina Peluso; Jacob D. Hinkle; Devanshu Agarawal; Zilong Tan (CoRR, 2020)

Interpreting Write Performance of Supercomputer I/O Systems with Regression Models. - Bing Xie; Zilong Tan; Philip H. Carns; Jeffrey S. Chase; Kevin Harms; Jay F. Lofstead; Sarp Oral; Sudharshan S. Vazhkudai; Feiyi Wang (IPDPS, 2021)

Chaos synchronization control for stochastic nonlinear systems of interior PMSMs based on fixed-time stability theorem. - Zilong Tan; Yang Liu 203; Jiayue Sun; Huaguang Zhang; Xiangpeng Xie 001 (Appl. Math. Comput., 2022)

Event-triggered adaptive integral reinforcement learning method for zero-sum differential games of nonlinear systems with incomplete known dynamics. - Pengda Liu; Huaguang Zhang; Jiayue Sun; Zilong Tan (Neural Comput. Appl., 2022)

Fully distributed dynamic event-triggered output regulation for heterogeneous linear multiagent systems under fixed and switching topologies. - Zilong Tan; Juan Zhang 002; Yuqing Yan; Jiayue Sun; Huaguang Zhang (Neural Comput. Appl., 2023)

Fully Distributed Event-Driven Coordination With Actuator Faults. - Jiayue Sun; Zilong Tan; Shu Liu; Huaguang Zhang; Wenyu Chuo (IEEE Trans. Cybern., 2023)

Evolutionary Dynamics-Driven Learning of Optimal Decisions for Nonlinear System: Extend-Policy Iterative Algorithm. - Zilong Tan; Jiayue Sun; Zhenjin Zhao; Xiaoxiao Li; Zifang Zou (IEEE Trans. Cybern., 2024)

Adaptive Displacement Constraint Control With Predefined Performance for Active Magnetic Bearings. - Xiaoting Gao; Enchang Cui; Dongsheng Yang 001; Zilong Tan; Jiayue Sun (IEEE Trans Autom. Sci. Eng., 2025)