Ning, Yansong

4 publications

ICLR 2026 USTBench: Benchmarking and Dissecting Spatiotemporal Reasoning Capabilities of LLMs as Urban Agents Siqi Lai, Yansong Ning, Zirui Yuan, Zhixi Chen, Hao Liu

ECML-PKDD 2025 Bkd-FedGNN: A Benchmark for Classification Backdoor Attacks on Federated Graph Neural Network Fan Liu, Siqi Lai, Yansong Ning, Hao Liu

NeurIPS 2024 UrbanKGent: A Unified Large Language Model Agent Framework for Urban Knowledge Graph Construction Yansong Ning, Hao Liu

NeurIPS 2023 UUKG: Unified Urban Knowledge Graph Dataset for Urban Spatiotemporal Prediction Yansong Ning, Hao Liu, Hao Wang, Zhenyu Zeng, Hui Xiong