Inaam Ashraf - RankMe

13 papers A* 1B 2Misc 1Journal 6Unranked 3

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	Go with the Flow: Leveraging Physics-Informed Gradients to Solve Real-World Problems in Water Distribution Systems. ECML/PKDD (10) Inaam Ashraf, Janine Strotherm, Luca Hermes, Barbara Hammer
2025	B	`conf`	Scalable and Robust Physics-Informed Graph Neural Networks for Water Distribution Systems. IJCNN Inaam Ashraf, André Artelt, Barbara Hammer
2025	J	`jnl`	Scalable and Robust Physics-Informed Graph Neural Networks for Water Distribution Systems. CoRR Inaam Ashraf, André Artelt, Barbara Hammer
2024	J	`jnl`	Challenges, Methods, Data - a Survey of Machine Learning in Water Distribution Networks. CoRR Valerie Vaquet, Fabian Hinder, André Artelt, Inaam Ashraf, Janine Strotherm, Jonas Vaquet, Johannes Brinkrolf, Barbara Hammer
2024	—	`conf`	Challenges, Methods, Data-A Survey of Machine Learning in Water Distribution Networks. ICANN (9) Valerie Vaquet, Fabian Hinder, André Artelt, Inaam Ashraf, Janine Strotherm, Jonas Vaquet, Johannes Brinkrolf, Barbara Hammer
2024	J	`jnl`	Fairness-enhancing classification methods for non-binary sensitive features - PeerJ Comput. Sci. Janine Strotherm, Inaam Ashraf, Barbara Hammer
2024	A*	`conf`	Physics-Informed Graph Neural Networks for Water Distribution Systems. AAAI Inaam Ashraf, Janine Strotherm, Luca Hermes, Barbara Hammer
2024	J	`jnl`	Physics-Informed Graph Neural Networks for Water Distribution Systems. CoRR Inaam Ashraf, Janine Strotherm, Luca Hermes, Barbara Hammer
2023	—	`conf`	Detecting Backdoors in Collaboration Graphs of Software Repositories. CODASPY Tom Ganz, Inaam Ashraf, Martin Härterich, Konrad Rieck
2023	B	`conf`	Spatial Graph Convolution Neural Networks for Water Distribution Systems. IDA Inaam Ashraf, Luca Hermes, André Artelt, Barbara Hammer
2022	Misc	`conf`	Solving the Traveling Salesperson Problem with Precedence Constraints by Deep Reinforcement Learning. KI Christian Löwens, Inaam Ashraf, Alexander Gembus, Genesis Cuizon, Jonas K. Falkner, Lars Schmidt-Thieme
2022	J	`jnl`	Solving the Traveling Salesperson Problem with Precedence Constraints by Deep Reinforcement Learning. CoRR Christian Löwens, Inaam Ashraf, Alexander Gembus, Genesis Cuizon, Jonas K. Falkner, Lars Schmidt-Thieme
2022	J	`jnl`	Spatial Graph Convolution Neural Networks for Water Distribution Systems. CoRR Inaam Ashraf, Luca Hermes, André Artelt, Barbara Hammer