Pengyang Wang

Assistant Professor@University of Macau·中国澳门·OpenReview

研究方向

Human Mobility Modeling · Time Series Foresting · Graph Learning · Transportation · Urban Computing · Anomaly Detection · Data Mining · Machine Learning · Spatial Temporal Representation Learning

5.0

Escaping the Homophily Trap: A Threshold-free Graph Outlier Detection Framework via Clustering-guided Edge Reweighting

ICLR 2026Poster

2.7

Beyond Extrapolation: Knowledge Utilization with Bidirectional Inference for Time Series Forecasting

ICLR 2026Withdrawn

6.6

GCAL: Adapting Graph Models to Evolving Domain Shifts

ICML 2025Poster

4.5

Distribution Shift Aware Neural Feature Transformation

ICLR 2025Rejected

3.8

SHIFT-RESILIENT DIFFUSIVE IMPUTATION FOR VARIABLE SUBSET FORECASTING

合作者 (20)

Pengyang Wang

Out-of-Distribution Graph Models Merging

Adaptive Energy Amplification for Robust Time Series Forecasting

Max-Speedup Speculative Sampling: A Generic Tree Construction Principle

Escaping the Homophily Trap: A Threshold-free Graph Outlier Detection Framework via Clustering-guided Edge Reweighting

Beyond Extrapolation: Knowledge Utilization with Bidirectional Inference for Time Series Forecasting

GCAL: Adapting Graph Models to Evolving Domain Shifts

Distribution Shift Aware Neural Feature Transformation

SHIFT-RESILIENT DIFFUSIVE IMPUTATION FOR VARIABLE SUBSET FORECASTING