Vikas Garg
Massachusetts Institute of Technology
H-index: 14
North America-United States
Top articles of Vikas Garg
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Going beyond persistent homology using persistent homology | Advances in Neural Information Processing Systems | Johanna Immonen Amauri Souza Vikas Garg | 2024/2/13 |
Generative AI for graph-based drug design: Recent advances and the way forward | Vikas Garg | 2024/2/1 | |
Employing Federated Learning for Training Autonomous HVAC Systems | arXiv preprint arXiv:2405.00389 | Fredrik Hagström Vikas Garg Fabricio Oliveira | 2024/5/1 |
Graph4GUI: Graph Neural Networks for Representing Graphical User Interfaces | arXiv preprint arXiv:2404.13521 | Yue Jiang Changkong Zhou Vikas Garg Antti Oulasvirta | 2024/4/21 |
ClimODE: Climate and Weather Forecasting with Physics-informed Neural ODEs | arXiv preprint arXiv:2404.10024 | Yogesh Verma Markus Heinonen Vikas Garg | 2024/4/15 |
Field-based Molecule Generation | arXiv preprint arXiv:2402.15864 | Alexandru Dumitrescu Dani Korpela Markus Heinonen Yogesh Verma Valerii Iakovlev | 2024/2/24 |
Forked Diffusion for Conditional Graph Generation | Giangiacomo Mercatali Yogesh Verma Andre Freitas Vikas Garg | 2023/10/13 | |
Meta Compression: Learning to compress Deep Neural Networks | Ashutosh Vaishnav Ankit Khatri Vikas Garg Mario Di Francesco | 2023/10/13 | |
Molecule Generation by Heterophilious Triple Flows | Haishan Wang Arno Solin Vikas Garg | 2023/10/13 | |
AbODE: Ab initio antibody design using conjoined ODEs | Yogesh Verma Markus Heinonen Vikas Garg | 2023/7/3 | |
Graph neural network autoencoders for efficient quantum circuit optimisation | arXiv preprint arXiv:2303.03280 | Ioana Moflic Vikas Garg Alexandru Paler | 2023/3/6 |
Streamlining Generative Models for Structure-Based Drug Design | Rafal Karczewski Markus Heinonen Vikas Garg | 2023/10/13 | |
Algebraic Positional Encodings | arXiv preprint arXiv:2312.16045 | Konstantinos Kogkalidis Jean-Philippe Bernardy Vikas Garg | 2023/12/26 |
Very large scale quantum circuit optimisation using alternative circuit representations | APS March Meeting Abstracts | Ioana Moflic Vikas Garg Alexandru Paler | 2023 |
How well does Persistent Homology generalize on graphs? | Kirill Brilliantov Amauri H Souza Vikas Garg | 2023/10/13 | |
Compositional sculpting of iterative generative processes | Advances in neural information processing systems | Timur Garipov Sebastiaan De Peuter Ge Yang Vikas Garg Samuel Kaski | 2023/12/15 |
Towards improving decoder performance with machine learned open quantum system simulations | APS March Meeting Abstracts | Arshpreet Maan Vikas Garg Alexandru Paler | 2023 |
Twinned Interventional Flows | Linda Hemmann Vikas Garg | 2023/10/13 | |
ClimODE: Climate Forecasting With Physics-informed Neural ODEs | Yogesh Verma Markus Heinonen Vikas Garg | 2023/10/13 | |
Modular flows: Differential molecular generation | Advances in neural information processing systems | Yogesh Verma Samuel Kaski Markus Heinonen Vikas Garg | 2022/12/6 |
