Shojaee, Parshin

9 publications

ICLR 2025 LLM-SR: Scientific Equation Discovery via Programming with Large Language Models Parshin Shojaee, Kazem Meidani, Shashank Gupta, Amir Barati Farimani, Chandan K. Reddy

ICML 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

NeurIPS 2025 The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity Parshin Shojaee, Seyed Iman Mirzadeh, Keivan Alizadeh, Maxwell Horton, Samy Bengio, Mehrdad Farajtabar

AAAI 2025 Towards Scientific Discovery with Generative AI: Progress, Opportunities, and Challenges Chandan K. Reddy, Parshin Shojaee

ICLR 2024 SNIP: Bridging Mathematical Symbolic and Numeric Realms with Unified Pre-Training Kazem Meidani, Parshin Shojaee, Chandan K. Reddy, Amir Barati Farimani

TMLR 2023 Execution-Based Code Generation Using Deep Reinforcement Learning Parshin Shojaee, Aneesh Jain, Sindhu Tipirneni, Chandan K. Reddy

TMLR 2023 Graph-Based Multi-ODE Neural Networks for Spatio-Temporal Traffic Forecasting Zibo Liu, Parshin Shojaee, Chandan K. Reddy

NeurIPSW 2023 SNIP: Bridging Mathematical Symbolic and Numeric Realms with Unified Pre-Training Kazem Meidani, Parshin Shojaee, Chandan K. Reddy, Amir Barati Farimani

NeurIPS 2023 Transformer-Based Planning for Symbolic Regression Parshin Shojaee, Kazem Meidani, Amir Barati Farimani, Chandan Reddy