Rethinking Sensors Modeling: Hierarchical Information Enhanced Traffic Forecasting. - Qian Ma 012; Zijian Zhang 009; Xiangyu Zhao 001; Haoliang Li; Hongwei Zhao; Yiqi Wang 001; Zitao Liu 001; Wanyu Wang (CIKM, 2023)

PromptST: Prompt-Enhanced Spatio-Temporal Multi-Attribute Prediction. - Zijian Zhang 009; Xiangyu Zhao 001; Qidong Liu 002; Chunxu Zhang; Qian Ma 012; Wanyu Wang; Hongwei Zhao; Yiqi Wang 001; Zitao Liu 001 (CIKM, 2023)

Do Neural Scaling Laws Exist on Graph Self-Supervised Learning? - Qian Ma 012; Haitao Mao; Jingzhe Liu; Zhehua Zhang; Chunlin Feng; Yu Song; Yihan Shao; Yao Ma 001 (LoG, 2024)

Overcoming Pitfalls in Graph Contrastive Learning Evaluation: Toward Comprehensive Benchmarks. - Qian Ma 012; Hongliang Chi; Hengrui Zhang; Kay Liu; Zhiwei Zhang; Lu Cheng 001; Suhang Wang; Philip S. Yu; Yao Ma 001 (CoRR, 2024)