Muhammad Hasan Ferdous

11 papers A* 1C 1Journal 6Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	DCD: Decomposition-based Causal Discovery from Autocorrelated and Non-Stationary Temporal Data. CoRR Muhammad Hasan Ferdous, Md. Osman Gani
2025	C	`conf`	Causal Time Series Modeling of Supraglacial Lake Evolution in Greenland under Distribution Shift. ICMLA Emam Hossain, Muhammad Hasan Ferdous, Devon Dunmire, Aneesh Subramanian, Md. Osman Gani
2025	J	`jnl`	Causal Time Series Modeling of Supraglacial Lake Evolution in Greenland under Distribution Shift. CoRR Emam Hossain, Muhammad Hasan Ferdous, Devon Dunmire, Aneesh C. Subramanian, Md. Osman Gani
2025	—	`conf`	Correlation to Causation: A Causal Deep Learning Framework for Arctic Sea Ice Prediction. PerCom Workshops Emam Hossain, Muhammad Hasan Ferdous, Jianwu Wang, Aneesh Subramanian, Md. Osman Gani
2025	J	`jnl`	Correlation to Causation: A Causal Deep Learning Framework for Arctic Sea Ice Prediction. CoRR Emam Hossain, Muhammad Hasan Ferdous, Jianwu Wang, Aneesh C. Subramanian, Md. Osman Gani
2025	—	`conf`	TimeGraph: Synthetic Benchmark Datasets for Robust Time-Series Causal Discovery. KDD (2) Muhammad Hasan Ferdous, Emam Hossain, Md. Osman Gani
2025	J	`jnl`	TimeGraph: Synthetic Benchmark Datasets for Robust Time-Series Causal Discovery. CoRR Muhammad Hasan Ferdous, Emam Hossain, Md. Osman Gani
2023	—	`conf`	CDANs: Temporal Causal Discovery from Autocorrelated and Non-Stationary Time Series Data. MLHC Muhammad Hasan Ferdous, Uzma Hasan, Md. Osman Gani
2023	J	`jnl`	CDANs: Temporal Causal Discovery from Autocorrelated and Non-Stationary Time Series Data. CoRR Muhammad Hasan Ferdous, Uzma Hasan, Md. Osman Gani
2023	A*	`conf`	eCDANs: Efficient Temporal Causal Discovery from Autocorrelated and Non-stationary Data (Student Abstract). AAAI Muhammad Hasan Ferdous, Uzma Hasan, Md. Osman Gani
2023	J	`jnl`	eCDANs: Efficient Temporal Causal Discovery from Autocorrelated and Non-stationary Data (Student Abstract). CoRR Muhammad Hasan Ferdous, Uzma Hasan, Md. Osman Gani