Predicting traffic signals on transportation networks using spatio-temporal correlations on graphs. - Semin Kwak; Nikolas Geroliminis; Pascal Frossard (CoRR, 2021)

Travel Time Prediction for Congested Freeways With a Dynamic Linear Model. - Semin Kwak; Nikolas Geroliminis (IEEE Trans. Intell. Transp. Syst., 2021)

Traffic Signal Prediction on Transportation Networks Using Spatio-Temporal Correlations on Graphs. - Semin Kwak; Nikolas Geroliminis; Pascal Frossard (IEEE Trans. Signal Inf. Process. over Networks, 2021)

TwoResNet: Two-level resolution neural network for traffic forecasting on freeway networks. - Danya Li; Semin Kwak; Nikolas Geroliminis (ITSC, 2022)

Frequency Analysis and Filter Design for Directed Graphs with Polar Decomposition. - Semin Kwak; Laura Shimabukuro; Antonio Ortega (ICASSP, 2024)