Sahil Manchanda

According to our database, Sahil Manchanda authored at least 19 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

NeuroSteiner: A Graph Transformer for Wirelength Estimation.

Sahil Manchanda, Dana Kianfar, Markus Peschl, Romain Lepert, Michaël Defferrard

CoRR, 2024

NeuroCut: A Neural Approach for Robust Graph Partitioning.

Rishi Shah, Krishnanshu Jain, Sahil Manchanda, Sourav Medya, Sayan Ranu

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Mirage: Model-agnostic Graph Distillation for Graph Classification.

Mridul Gupta, Sahil Manchanda, Hariprasad Kodamana, Sayan Ranu

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

GSHOT: Few-shot Generative Modeling of Labeled Graphs.

Sahil Manchanda, Shubham Gupta, Sayan Ranu, Srikanta Bedathur

CoRR, 2023

Generative Modeling of Labeled Graphs Under Data Scarcity.

Sahil Manchanda, Shubham Gupta, Sayan Ranu, Srikanta J. Bedathur

Proceedings of the Learning on Graphs Conference, 27-30 November 2023, Virtual Event., 2023

GRAFENNE: Learning on Graphs with Heterogeneous and Dynamic Feature Sets.

Shubham Gupta, Sahil Manchanda, Sayan Ranu, Srikanta J. Bedathur

Proceedings of the International Conference on Machine Learning, 2023

StriderNet: A Graph Reinforcement Learning Approach to Optimize Atomic Structures on Rough Energy Landscapes.

Vaibhav Bihani, Sahil Manchanda, Srikanth Sastry, Sayan Ranu, N. M. Anoop Krishnan

Proceedings of the International Conference on Machine Learning, 2023

LIMIP: Lifelong Learning to Solve Mixed Integer Programs.

Sahil Manchanda, Sayan Ranu

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Lifelong Learning for Neural powered Mixed Integer Programming.

Sahil Manchanda, Sayan Ranu

CoRR, 2022

Optum's Submission to WMT22 Biomedical Translation Tasks.

Sahil Manchanda, Saurabh Bhagwat

Proceedings of the Seventh Conference on Machine Translation, 2022

On the Generalization of Neural Combinatorial Optimization Heuristics.

Sahil Manchanda, Sofia Michel, Darko Drakulic, Jean-Marc Andreoli

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022

TIGGER: Scalable Generative Modelling for Temporal Interaction Graphs.

Shubham Gupta, Sahil Manchanda, Srikanta Bedathur, Sayan Ranu

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

NeuroMLR: Robust & Reliable Route Recommendation on Road Networks.

Jayant Jain, Vrittika Bagadia, Sahil Manchanda, Sayan Ranu

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Optum at MEDIQA 2021: Abstractive Summarization of Radiology Reports using simple BART Finetuning.

Ravi Kondadadi, Sahil Manchanda, Jason Ngo, Ronan McCormack

Proceedings of the 20th Workshop on Biomedical Language Processing, 2021

2020

SUPAID: A Rule mining based method for automatic rollout decision aid for supervisors in fleet management systems.

Sahil Manchanda, Arun Rajkumar, Simarjot Kaur, Narayanan Unny

CoRR, 2020

GCOMB: Learning Budget-constrained Combinatorial Algorithms over Billion-sized Graphs.

Sahil Manchanda, Akash Mittal, Anuj Dhawan, Sourav Medya, Sayan Ranu, Ambuj K. Singh

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Domain Informed Neural Machine Translation: Developing Translation Services for Healthcare Enterprise.

Sahil Manchanda, Galina Grunin

Proceedings of the 22nd Annual Conference of the European Association for Machine Translation, 2020

2019

Learning Heuristics over Large Graphs via Deep Reinforcement Learning.

Sahil Manchanda, Akash Mittal, Anuj Dhawan, Sourav Medya, Sayan Ranu, Ambuj K. Singh

CoRR, 2019

2017

Representation Learning of Drug and Disease Terms for Drug Repositioning.

Sahil Manchanda, Ashish Anand

Proceedings of the 3rd IEEE International Conference on Cybernetics, 2017