| 2021 | AAAI | Stock Selection via Spatiotemporal Hypergraph Attention Network: A Learning to Rank Approach. | Ramit Sawhney, Shivam Agarwal, Arnav Wadhwa, Tyler Derr, Rajiv Ratn Shah |
| 2021 | EACL | FAST: Financial News and Tweet Based Time Aware Network for Stock Trading. | Ramit Sawhney, Arnav Wadhwa, Shivam Agarwal, Rajiv Ratn Shah |
| 2021 | IJCAI | TEC: A Time Evolving Contextual Graph Model for Speaker State Analysis in Political Debates. | Ramit Sawhney, Shivam Agarwal, Arnav Wadhwa, Rajiv Ratn Shah |
| 2021 | NAACL | Quantitative Day Trading from Natural Language using Reinforcement Learning. | Ramit Sawhney, Arnav Wadhwa, Shivam Agarwal, Rajiv Ratn Shah |
| 2021 | WWW | Exploring the Scale-Free Nature of Stock Markets: Hyperbolic Graph Learning for Algorithmic Trading. | Ramit Sawhney, Shivam Agarwal, Arnav Wadhwa, Rajiv Ratn Shah |
| 2021 | SIGIR | Hyperbolic Online Time Stream Modeling. | Ramit Sawhney, Shivam Agarwal, Megh Thakkar, Arnav Wadhwa, Rajiv Ratn Shah |
| 2021 | UAI | Modeling financial uncertainty with multivariate temporal entropy-based curriculums. | Ramit Sawhney, Arnav Wadhwa, Ayush Mangal, Vivek Mittal, Shivam Agarwal, Rajiv Ratn Shah |
| 2020 | COLING | GPolS: A Contextual Graph-Based Language Model for Analyzing Parliamentary Debates and Political Cohesion. | Ramit Sawhney, Arnav Wadhwa, Shivam Agarwal, Rajiv Ratn Shah |
| 2020 | EMNLP | Deep Attentive Learning for Stock Movement Prediction From Social Media Text and Company Correlations. | Ramit Sawhney, Shivam Agarwal, Arnav Wadhwa, Rajiv Ratn Shah |
| 2020 | ICDM | Spatiotemporal Hypergraph Convolution Network for Stock Movement Forecasting. | Ramit Sawhney, Shivam Agarwal, Arnav Wadhwa, Rajiv Ratn Shah |