Publications

Muhammad Hasan Ferdous, Md Osman Gani (2025). DCD: Decomposition-based Causal Discovery from Autocorrelated and Non-Stationary Temporal Data. Working Paper.

Emam Hossain, Muhammad Hasan Ferdous, Devon Dunmire, Aneesh Subramanian, Md Osman Gani (2025). Causal Time Series Modeling of Supraglacial Lake Evolution in Greenland under Distribution Shift. In arXiv.

Muhammad Hasan Ferdous, Emam Hossain, Md Osman Gani (2025). TimeGraph: Synthetic Benchmark Datasets for Robust Time-Series Causal Discovery. In KDD ‘25.

Emam Hossain, Muhammad Hasan Ferdous, Jianwu Wang, Aneesh Subramanian, Md Osman Gani (2025). Correlation to Causation: A Causal Deep Learning Framework for Arctic Sea Ice Prediction. In PerCom Workshops ‘25.

Muhammad Hasan Ferdous, Uzma Hasan, Md Osman Gani (2023). CDANs: Temporal Causal Discovery from Autocorrelated and Non-Stationary Time Series Data. In MLHC ‘23.

Muhammad Hasan Ferdous, Uzma Hasan, Md Osman Gani (2023). eCDANs: Efficient Temporal Causal Discovery from Autocorrelated and Non-Stationary Data (Student Abstract). In AAAI ‘23.