Expectation Propagation with Stochastic Kinetic Model in Complex Interaction Systems. - Le Fang; Fan Yang 057; Wen Dong 001; Tong Guan; Chunming Qiao (NIPS, 2017)

Integrating Simulation and Signal Processing with Stochastic Social Kinetic Model. - Fan Yang 057; Wen Dong 001 (SBP-BRiMS, 2017)

Predicting and Optimizing City-Scale Road Traffic Dynamics Using Trajectories of Individual Vehicles. - Fan Yang 057; Alina Vereshchaka; Wen Dong 001 (IEEE BigData, 2018)

Optimal Control of Complex Systems through Variational Inference with a Discrete Event Decision Process. - Fan Yang 057; Bo Liu 006; Wen Dong 001 (AAMAS, 2019)

Optimizing Complex Interaction Dynamics in Critical Infrastructure with a Stochastic Kinetic Model. - Fan Yang 057; Alina Vereshchaka; Wen Dong 001 (WSC, 2019)

Optimizing city-scale traffic flows through modeling isolated observations of vehicle movements. - Fan Yang 057; Alina Vereshchaka; Bruno Lepri; Wen Dong 001 (CoRR, 2019)

Variational Adversarial Kernel Learned Imitation Learning. - Fan Yang 057; Alina Vereshchaka; Yufan Zhou 001; Changyou Chen; Wen Dong 001 (AAAI, 2020)

Optimal Control in Partially Observable Complex Social Systems. - Fan Yang 057; Bruno Lepri; Wen Dong 001 (AAMAS, 2020)

Bayesian Multi-type Mean Field Multi-agent Imitation Learning. - Fan Yang 057; Alina Vereshchaka; Changyou Chen; Wen Dong 001 (NeurIPS, 2020)

Optimizing Transportation Dynamics at a City-Scale Using a Reinforcement Learning Framework. - Luckyson Khaidem; Massimiliano Luca; Fan Yang 057; Ankit Anand; Bruno Lepri; Wen Dong 001 (IEEE Access, 2020)

Integrating simulation and signal processing in tracking complex social systems. - Fan Yang 057; Wen Dong 001 (Comput. Math. Organ. Theory, 2020)

Reinforcement Learning and Optimal Control in Complex Social Systems. - Fan Yang 057 (2020)

Optimizing City-Scale Traffic Through Modeling Observations of Vehicle Movements. - Fan Yang 057; Alina Vereshchaka; Bruno Lepri; Wen Dong 001 (IEEE Trans. Intell. Transp. Syst., 2022)