Execution-based Code Generation using Deep Reinforcement Learning P Shojaee, A Jain, S Tipirneni, CK Reddy TMLR, 2023 | 20 | 2023 |
Transformer-based Planning for Symbolic Regression P Shojaee, K Meidani, AB Farimani, CK Reddy NeurIPS 2023, 2023 | 7 | 2023 |
SNIP: Bridging Mathematical Symbolic and Numeric Realms with Unified Pre-training K Meidani, P Shojaee, CK Reddy, AB Farimani ICLR 2024 Spotlight, 2024 | 5 | 2024 |
Graph-based Multi-ODE Neural Networks for Spatio-Temporal Traffic Forecasting Z Liu, P Shojaee, CK Reddy TMLR, 2023 | 5 | 2023 |
Deep neural network pipelines for multivariate time series classification in smart manufacturing P Shojaee, Y Zeng, X Chen, R Jin, X Deng, C Zhang 2021 4th IEEE International Conference on Industrial Cyber-Physical Systems …, 2021 | 4 | 2021 |
Contextual bandit guided data farming for deep neural networks in manufacturing industrial internet Y Zeng, P Shojaee, SHA Faruqui, A Alaeddini, R Jin 2022 IEEE 5th International Conference on Industrial Cyber-Physical Systems …, 2022 | 2 | 2022 |
Task-Driven Privacy-Preserving Data-Sharing Framework for the Industrial Internet P Shojaee, Y Zeng, M Wahed, A Seth, R Jin, I Lourentzou 2022 IEEE International Conference on Big Data (Big Data), 1505-1514, 2022 | 1 | 2022 |
LLM-SR: Scientific Equation Discovery via Programming with Large Language Models P Shojaee, K Meidani, S Gupta, AB Farimani, CK Reddy arXiv preprint arXiv:2404.18400, 2024 | | 2024 |