Hatem Helal - RankMe

12 papers A* 1Journal 11

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Self-Refining Training for Amortized Density Functional Theory. CoRR Majdi Hassan, Cristian Gabellini, Hatem Helal, Dominique Beaini, Kirill Neklyudov
2024	J	`jnl`	Acceleration of Graph Neural Network-Based Prediction Models in Chemistry via Co-Design Optimization on Intelligence Processing Units. J. Chem. Inf. Model. Hatem Helal, Jesun Firoz, Jenna A. Bilbrey, Henry Sprueill, Kristina M. Herman, Mario Michael Krell, Tom Murray, Manuel Lopez Roldan, Mike Kraus, Ang Li, Payel Das, Sotiris S. Xantheas, Sutanay Choudhury
2024	J	`jnl`	MESS: Modern Electronic Structure Simulations. CoRR Hatem Helal, Andrew W. Fitzgibbon
2024	J	`jnl`	Reducing the Cost of Quantum Chemical Data By Backpropagating Through Density Functional Theory. CoRR Alexander Mathiasen, Hatem Helal, Paul Balanca, Adam Krzywaniak, Ali Parviz, Frederik Hvilshøj, Blazej Banaszewski, Carlo Luschi, Andrew William Fitzgibbon
2023	J	`jnl`	GPS++: Reviving the Art of Message Passing for Molecular Property Prediction. CoRR Dominic Masters, Josef Dean, Kerstin Klaser, Zhiyi Li, Sam Maddrell-Mander, Adam Sanders, Hatem Helal, Deniz Beker, Andrew W. Fitzgibbon, Shenyang Huang, Ladislav Rampásek, Dominique Beaini
2023	J	`jnl`	GPS++: Reviving the Art of Message Passing for Molecular Property Prediction. Trans. Mach. Learn. Res. Dominic Masters, Josef Dean, Kerstin Kläser, Zhiyi Li, Samuel Maddrell-Mander, Adam Sanders, Hatem Helal, Deniz Beker, Andrew W. Fitzgibbon, Shenyang Huang, Ladislav Rampásek, Dominique Beaini
2023	A*	`conf`	Generating QM1B with PySCF NeurIPS Alexander Mathiasen, Hatem Helal, Kerstin Klaser, Paul Balanca, Josef Dean, Carlo Luschi, Dominique Beaini, Andrew W. Fitzgibbon, Dominic Masters
2023	J	`jnl`	Generating QM1B with PySCF CoRR Alexander Mathiasen, Hatem Helal, Kerstin Klaser, Paul Balanca, Josef Dean, Carlo Luschi, Dominique Beaini, Andrew W. Fitzgibbon, Dominic Masters
2022	J	`jnl`	Extreme Acceleration of Graph Neural Network-based Prediction Models for Quantum Chemistry. CoRR Hatem Helal, Jesun Firoz, Jenna A. Bilbrey, Mario Michael Krell, Tom Murray, Ang Li, Sotiris S. Xantheas, Sutanay Choudhury
2022	J	`jnl`	GPS++: An Optimised Hybrid MPNN/Transformer for Molecular Property Prediction. CoRR Dominic Masters, Josef Dean, Kerstin Klaser, Zhiyi Li, Sam Maddrell-Mander, Adam Sanders, Hatem Helal, Deniz Beker, Ladislav Rampásek, Dominique Beaini
2022	J	`jnl`	Reducing Down(stream)time: Pretraining Molecular GNNs using Heterogeneous AI Accelerators. CoRR Jenna A. Bilbrey, Kristina M. Herman, Henry Sprueill, Sotiris S. Xantheas, Payel Das, Manuel Lopez Roldan, Mike Kraus, Hatem Helal, Sutanay Choudhury
2022	J	`jnl`	Tuple Packing: Efficient Batching of Small Graphs in Graph Neural Networks. CoRR Mario Michael Krell, Manuel Lopez Roldan, Sreenidhi Anand, Hatem Helal, Andrew William Fitzgibbon