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Sahil Manchanda
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Learning heuristics over large graphs via deep reinforcement learning
S Manchanda, A Mittal, A Dhawan, S Medya, S Ranu, A Singh
arXiv preprint arXiv:1903.03332, 2019
912019
Gcomb: Learning budget-constrained combinatorial algorithms over billion-sized graphs
S Manchanda, A Mittal, A Dhawan, S Medya, S Ranu, A Singh
Advances in Neural Information Processing Systems 33, 20000-20011, 2020
692020
Neuromlr: Robust & reliable route recommendation on road networks
J Jain, V Bagadia, S Manchanda, S Ranu
Advances in Neural Information Processing Systems 34, 22070-22082, 2021
142021
On the Generalization of Neural Combinatorial Optimization Heuristics
S Manchanda, S Michel, D Drakulic, JM Andreoli
European Conferece on Machine Learning ECML-PKDD 2022, 2022
122022
TIGGER: Scalable Generative Modelling for Temporal Interaction Graphs
S Gupta, S Manchanda, S Bedathur, S Ranu
AAAI 2022, 2022
122022
Representation learning of drug and disease terms for drug repositioning
S Manchanda, A Anand
2017 3rd IEEE International Conference on Cybernetics (CYBCONF), 1-6, 2017
62017
Grafenne: learning on graphs with heterogeneous and dynamic feature sets
S Gupta, S Manchanda, S Ranu, SJ Bedathur
International Conference on Machine Learning, 12165-12181, 2023
42023
STRIDERNET: A Graph Reinforcement Learning Approach to Optimize Atomic Structures on Rough Energy Landscapes
V Bihani, S Manchanda, S Sastry, S Ranu, NMA Krishnan
ICML 2023, 2023
32023
Mirage: Model-agnostic graph distillation for graph classification
M Gupta, S Manchanda, S Ranu, H Kodamana
arXiv preprint arXiv:2310.09486, 2023
12023
LiMIP: lifelong learning to solve mixed integer programs
S Manchanda, S Ranu
Proceedings of the AAAI Conference on Artificial Intelligence 37 (7), 9047-9054, 2023
1*2023
Unsupervised Graph Neural Network Reveals the Structure--Dynamics Correlation in Disordered Systems
V Bihani, S Manchanda, S Ranu, NM Krishnan
arXiv preprint arXiv:2206.12575, 2022
12022
Trained pattern analyzer for roll out decisions
S Manchanda, K Simarjot, A Rajkumar, U Narayanan
US Patent 11,335,137, 2022
12022
Generative modeling of labeled graphs under data scarcity
S Manchanda, S Gupta, S Ranu, SJ Bedathur
The Second Learning on Graphs Conference, 2023
2023
NeuroCUT: A Neural Approach for Robust Graph Partitioning
R Shah, K Jain, S Manchanda, S Medya, S Ranu
arXiv preprint arXiv:2310.11787, 2023
2023
Method and system for meta-learning of neural combinatorial optimization heuristics
JM Andreoli, S Michel, S Manchanda
US Patent App. 18/055,613, 2023
2023
SUPAID: A Rule mining based method for automatic rollout decision aid for supervisors in fleet management systems
S Manchanda, A Rajkumar, S Kaur, N Unny
arXiv preprint arXiv:2001.03386, 2020
2020
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