Parshin Shojaee

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 15

Top Topics

Symbolic Regression

Code Generation

Multivariate Time Series

Top Venues

Trans. Mach. Learn. Res.

Publications

Parshin Shojaee, Kazem Meidani, Shashank Gupta, Amir Barati Farimani, Chandan K. Reddy
LLM-SR: Scientific Equation Discovery via Programming with Large Language Models. CoRR (2024)
Kazem Meidani, Parshin Shojaee, Chandan K. Reddy, Amir Barati Farimani
SNIP: Bridging Mathematical Symbolic and Numeric Realms with Unified Pre-training. ICLR (2024)
Zibo Liu, Parshin Shojaee, Chandan K. Reddy
Graph-based Multi-ODE Neural Networks for Spatio-Temporal Traffic Forecasting. Trans. Mach. Learn. Res. 2023 (2023)
Parshin Shojaee, Kazem Meidani, Amir Barati Farimani, Chandan K. Reddy
Transformer-based Planning for Symbolic Regression. NeurIPS (2023)
Parshin Shojaee, Kazem Meidani, Amir Barati Farimani, Chandan K. Reddy
Transformer-based Planning for Symbolic Regression. CoRR (2023)
Parshin Shojaee, Aneesh Jain, Sindhu Tipirneni, Chandan K. Reddy
Execution-based Code Generation using Deep Reinforcement Learning. Trans. Mach. Learn. Res. 2023 (2023)
Kazem Meidani, Parshin Shojaee, Chandan K. Reddy, Amir Barati Farimani
SNIP: Bridging Mathematical Symbolic and Numeric Realms with Unified Pre-training. CoRR (2023)
Parshin Shojaee, Aneesh Jain, Sindhu Tipirneni, Chandan K. Reddy
Execution-based Code Generation using Deep Reinforcement Learning. CoRR (2023)
Zibo Liu, Parshin Shojaee, Chandan K. Reddy
Graph-based Multi-ODE Neural Networks for Spatio-Temporal Traffic Forecasting. CoRR (2023)
Parshin Shojaee, Yingyan Zeng, Muntasir Wahed, Avi Seth, Ran Jin, Ismini Lourentzou
Task-Driven Privacy-Preserving Data-Sharing Framework for the Industrial Internet. Big Data (2022)
Yingyan Zeng, Parshin Shojaee, Syed Hasib Akhter Faruqui, Adel Alaeddini, Ran Jin
Contextual Bandit Guided Data Farming for Deep Neural Networks in Manufacturing Industrial Internet. ICPS (2022)
Parshin Shojaee, Xiaoyu Chen, Ran Jin
Adaptively Weighted Top-N Recommendation for Organ Matching. ACM Trans. Comput. Heal. 3 (1) (2022)
Parshin Shojaee, Yingyan Zeng, Xiaoyu Chen, Ran Jin, Xinwei Deng, Chuck Zhang
Deep Neural Network Pipelines for Multivariate Time Series Classification in Smart Manufacturing. ICPS (2021)
Parshin Shojaee, Xiaoyu Chen, Ran Jin
Adaptively Weighted Top-N Recommendation for Organ Matching. CoRR (2021)
Manish Bansal, Parshin Shojaee
Planar Maximum Coverage Location Problem with Partial Coverage, Continuous Spatial Demand, and Adjustable Quality of Service. CoRR (2020)