Parshin Shojaee

According to our database, Parshin Shojaee authored at least 15 papers between 2020 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity.

Parshin Shojaee, Iman Mirzadeh, Keivan Alizadeh, Maxwell Horton, Samy Bengio, Mehrdad Farajtabar

CoRR, June, 2025

LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models.

Parshin Shojaee, Ngoc-Hieu Nguyen, Kazem Meidani, Amir Barati Farimani, Khoa D. Doan, Chandan K. Reddy

CoRR, April, 2025

LLM-FE: Automated Feature Engineering for Tabular Data with LLMs as Evolutionary Optimizers.

Nikhil Abhyankar, Parshin Shojaee, Chandan K. Reddy

CoRR, March, 2025

LLM-SR: Scientific Equation Discovery via Programming with Large Language Models.

Parshin Shojaee, Kazem Meidani, Shashank Gupta, Amir Barati Farimani, Chandan K. Reddy

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Federated Retrieval Augmented Generation for Multi-Product Question Answering.

Parshin Shojaee, Sai Sree Harsha, Dan Luo, Akash Maharaj, Tong Yu, Yunyao Li

Proceedings of the 31st International Conference on Computational Linguistics, 2025

Towards Scientific Discovery with Generative AI: Progress, Opportunities, and Challenges.

Chandan K. Reddy, Parshin Shojaee

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

SNIP: Bridging Mathematical Symbolic and Numeric Realms with Unified Pre-training.

Kazem Meidani, Parshin Shojaee, Chandan K. Reddy, Amir Barati Farimani

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Execution-based Code Generation using Deep Reinforcement Learning.

Parshin Shojaee, Aneesh Jain, Sindhu Tipirneni, Chandan K. Reddy

Trans. Mach. Learn. Res., 2023

Graph-based Multi-ODE Neural Networks for Spatio-Temporal Traffic Forecasting.

Zibo Liu, Parshin Shojaee, Chandan K. Reddy

Trans. Mach. Learn. Res., 2023

Transformer-based Planning for Symbolic Regression.

Parshin Shojaee, Kazem Meidani, Amir Barati Farimani, Chandan K. Reddy

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Adaptively Weighted Top-N Recommendation for Organ Matching.

Parshin Shojaee, Xiaoyu Chen, Ran Jin

ACM Trans. Comput. Heal., 2022

Contextual Bandit Guided Data Farming for Deep Neural Networks in Manufacturing Industrial Internet.

Yingyan Zeng, Parshin Shojaee, Syed Hasib Akhter Faruqui, Adel Alaeddini, Ran Jin

Proceedings of the 5th IEEE International Conference on Industrial Cyber-Physical Systems, 2022

Task-Driven Privacy-Preserving Data-Sharing Framework for the Industrial Internet.

Parshin Shojaee, Yingyan Zeng, Muntasir Wahed, Avi Seth, Ran Jin, Ismini Lourentzou

Proceedings of the IEEE International Conference on Big Data, 2022

2021

Deep Neural Network Pipelines for Multivariate Time Series Classification in Smart Manufacturing.

Parshin Shojaee, Yingyan Zeng, Xiaoyu Chen, Ran Jin, Xinwei Deng, Chuck Zhang

Proceedings of the 4th IEEE International Conference on Industrial Cyber-Physical Systems, 2021

2020

Planar Maximum Coverage Location Problem with Partial Coverage, Continuous Spatial Demand, and Adjustable Quality of Service.

Manish Bansal, Parshin Shojaee

CoRR, 2020