Soumya Sanyal

Composition-based Multi-Relational Graph Convolutional Networks

Shikhar Vashishth, Soumya Sanyal, Vikram Nitin et al. · arXiv (Cornell University) · 2019 · 136 citations · Full text

Natural Language Processing, Graph Neural Network, Graph Convolutional Networks +15

A Re-evaluation of Knowledge Graph Completion Methods

Zhiqing Sun, Shikhar Vashishth, Soumya Sanyal et al. · 2020 · 134 citations · Full text

Engineering, Machine Learning, Knowledge Extraction +17

Faith and Fate: Limits of Transformers on Compositionality

Nouha Dziri, Ximing Lu, Melanie Sclar et al. · arXiv (Cornell University) · 2023 · 71 citations · Full text

Llm Fine-tuning, Engineering, Computational Complexity +19

ProteinGCN: Protein model quality assessment using Graph Convolutional Networks

Soumya Sanyal, Ivan Anishchenko, Anirudh Dagar et al. · 2020 · 59 citations · Full text

Geometric Learning, Abstract Blind Estimation, Engineering +18

MT-CGCNN: Integrating Crystal Graph Convolutional Neural Network with Multitask Learning for Material Property Prediction

Soumya Sanyal, Janakiraman Balachandran, Naganand Yadati et al. · arXiv (Cornell University) · 2018 · 49 citations · Full text

Artificial Intelligence, Materials Science, Convolutional Neural Network +14