| Scallop: From probabilistic deductive databases to scalable differentiable reasoning J Huang, Z Li, B Chen, K Samel, M Naik, L Song, X Si Advances in Neural Information Processing Systems 34, 25134-25145, 2021 | 86 | 2021 |
| Fach: Fpga-based acceleration of hyperdimensional computing by reducing computational complexity M Imani, S Salamat, S Gupta, J Huang, T Rosing Proceedings of the 24th Asia and South Pacific Design Automation Conference …, 2019 | 47 | 2019 |
| Scallop: A language for neurosymbolic programming Z Li, J Huang, M Naik Proceedings of the ACM on Programming Languages 7 (PLDI), 1463-1487, 2023 | 36 | 2023 |
| Improved logical reasoning of language models via differentiable symbolic programming H Zhang, J Huang, Z Li, M Naik, E Xing arXiv preprint arXiv:2305.03742, 2023 | 33 | 2023 |
| Generating programmatic referring expressions via program synthesis J Huang, C Smith, O Bastani, R Singh, A Albarghouthi, M Naik International Conference on Machine Learning, 4495-4506, 2020 | 14 | 2020 |
| Relational programming with foundational models Z Li, J Huang, J Liu, F Zhu, E Zhao, W Dodds, N Velingker, R Alur, M Naik Proceedings of the AAAI Conference on Artificial Intelligence 38 (9), 10635 …, 2024 | 8 | 2024 |
| Laser: Neuro-symbolic learning of semantic video representations J Huang, Z Li, D Jacobs, M Naik, SN Lim arXiv preprint arXiv:2304.07647, 2023 | 3 | 2023 |
| Crowd-sourced machine learning prediction of long COVID using data from the National COVID Cohort Collaborative T Bergquist, J Loomba, E Pfaff, F Xia, Z Zhao, Y Zhu, E Mitchell, ... EBioMedicine 108, 2024 | 1 | 2024 |
| Laser: A neuro-symbolic framework for learning spatial-temporal scene graphs with weak supervision J Huang, Z Li, M Naik, SN Lim arXiv preprint arXiv:2304.07647, 2023 | 1 | 2023 |
| Research Experiences J Duan sustainable development 5 (23), 77-85, 0 | | |
| Question Answering over Legal Documents A Ahmed, D Luo, H Gonzalez, J Huang, K Jaisingh | | |
| Numerical Reasoning over Legal Contracts via Relational Database J Huang, Z Li, I Fountalis, M Naik Workshop on Databases and AI, 0 | | |
