← Search

Zhuoxuan Liang

2 accepted papers

2026

DarkFarseer: Robust Spatio-Temporal Kriging Under Graph Sparsity and Noise

AAAI 2026technical

The rapid expansion of the Internet of Things (IoT) has created a growing demand for large-scale sensor deployment. However, the high cost of physical sensors limits the scalability and coverage of sensor networks, making fine-grained sensing difficult. Inductive Spatio-Temporal Kriging (ISK) addres

Cited by 0SourcePDFScholar
2025

Dynamic Graph Convolutional Networks with Spatiotemporal Missing Pattern Awareness

ICASSP 2025accepted

Missing data is ubiquitous phenomenon in the time series community, significantly challenging forecasting due to incomplete ground truth and sparse data. Most previous Multi-variate Time Series Forecasting with Missing Values (MTSFMV) approaches usually assume static missing patterns, neglecting the…

Cited by 0SourceScholar