Direction Aware Positional and Structural Encoding for Directed Graph Neural Networks. - Yonas Sium; Georgios Kollias; Tsuyoshi Idé; Payel Das; Naoki Abe; Aurélie C. Lozano; Qi Li 012 (ICASSP, 2023)

Beryllium: Neural Search for Algorithm Implementations. - Adithya Kulkarni; Mohna Chakraborty; Yonas Sium; Sai Charishma Valluri; Wei Le; Qi Li 012 (CoRR, 2023)

Individual Fairness in Graphs Using Local and Global Structural Information. - Yonas Sium; Qi Li 012; Kush R. Varshney (AIES (1), 2024)

ComFairGNN: Community Fair Graph Neural Network. - Yonas Sium; Qi Li 012 (PAKDD (2), 2025)