Motif-Level Anomaly Detection in Dynamic Graphs. - Zirui Yuan; Minglai Shao 001; Qiben Yan (IEEE Trans. Inf. Forensics Secur., 2023)

Graph Bayesian Optimization for Multiplex Influence Maximization. - Zirui Yuan; Minglai Shao 001; Zhiqian Chen (AAAI, 2024)

CoLLMLight: Cooperative Large Language Model Agents for Network-Wide Traffic Signal Control. - Zirui Yuan; Siqi Lai; Hao Liu (CoRR, 2025)

USTBench: Benchmarking and Dissecting Spatiotemporal Reasoning of LLMs as Urban Agents. - Siqi Lai; Yansong Ning; Zirui Yuan; Zhixi Chen; Hao Liu (CoRR, 2025)

Large Language Model Powered Intelligent Urban Agents: Concepts, Capabilities, and Applications. - Jindong Han; Yansong Ning; Zirui Yuan; Hang Ni; Fan Liu; Tengfei Lyu; Hao Liu 026 (CoRR, 2025)