Parshin Shojaee

32 papers A* 6B 1Journal 22Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Discovering heuristics with Large Language Models (LLMs) for mixed-integer programs: Single-machine scheduling. Comput. Oper. Res. Ibrahim Oguz Çetinkaya, I. Esra Büyüktahtakin, Parshin Shojaee, Chandan K. Reddy
2026	J	`jnl`	Recursive Language Models Meet Uncertainty: The Surprising Effectiveness of Self-Reflective Program Search for Long Context. CoRR Keivan Alizadeh, Parshin Shojaee, Minsik Cho, Mehrdad Farajtabar
2026	J	`jnl`	SURFACEBENCH: A Geometry-Aware Benchmark for Symbolic Surface Discovery. Trans. Mach. Learn. Res. Sanchit Kabra, Shobhnik Kriplani, Parshin Shojaee, Chandan K. Reddy
2025	J	`jnl`	Discovering Heuristics with Large Language Models (LLMs) for Mixed-Integer Programs: Single-Machine Scheduling. CoRR Ibrahim Oguz Çetinkaya, I. Esra Büyüktahtakin, Parshin Shojaee, Chandan K. Reddy
2025	J	`jnl`	Evaluating Large Language Models in Scientific Discovery. CoRR Zhangde Song, Jieyu Lu, Yuanqi Du, Botao Yu, Thomas M. Pruyn, Yue Huang, Kehan Guo, Xiuzhe Luo, Yuanhao Qu, Yi Qu, Yinkai Wang, Haorui Wang, Jeff Guo, Jingru Gan, Parshin Shojaee, Di Luo, Andres M. Bran, Gen Li, Qiyuan Zhao, Shao-Xiong Lennon Luo, Yuxuan Zhang, Xiang Zou, Wanru Zhao, Yifan F. Zhang, Wucheng Zhang, Shunan Zheng, Saiyang Zhang, Sartaaj Takrim Khan, Mahyar Rajabi Kochi, Samantha Paradi-Maropakis, Tony Baltoiu, Fengyu Xie, Tianyang Chen, Kexin Huang, Weiliang Luo, Meijing Fang, Xin Yang, Lixue Cheng, Jiajun He, Soha Hassoun, Xiangliang Zhang, Wei Wang, Chandan K. Reddy, Chao Zhang, Zhiling Zheng, Mengdi Wang, Le Cong, Carla P. Gomes, Chang-Yu Hsieh, Aditya Nandy, Philippe Schwaller, Heather J. Kulik, Haojun Jia, Huan Sun, Seyed Mohamad Moosavi, Chenru Duan
2025	—	`conf`	Federated Retrieval Augmented Generation for Multi-Product Question Answering. COLING (Industry) Parshin Shojaee, Sai Sree Harsha, Dan Luo, Akash Maharaj, Tong Yu, Yunyao Li
2025	J	`jnl`	Federated Retrieval Augmented Generation for Multi-Product Question Answering. CoRR Parshin Shojaee, Sai Sree Harsha, Dan Luo, Akash Maharaj, Tong Yu, Yunyao Li
2025	J	`jnl`	LLM-FE: Automated Feature Engineering for Tabular Data with LLMs as Evolutionary Optimizers. CoRR Nikhil Abhyankar, Parshin Shojaee, Chandan K. Reddy
2025	A*	`conf`	LLM-SR: Scientific Equation Discovery via Programming with Large Language Models. ICLR Parshin Shojaee, Kazem Meidani, Shashank Gupta, Amir Barati Farimani, Chandan K. Reddy
2025	A*	`conf`	LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models. ICML Parshin Shojaee, Ngoc-Hieu Nguyen, Kazem Meidani, Amir Barati Farimani, Khoa D. Doan, Chandan K. Reddy
2025	J	`jnl`	LLM-SRBench: A New Benchmark for Scientific Equation Discovery with Large Language Models. CoRR Parshin Shojaee, Ngoc-Hieu Nguyen, Kazem Meidani, Amir Barati Farimani, Khoa D. Doan, Chandan K. Reddy
2025	J	`jnl`	SURFACEBENCH: Can Self-Evolving LLMs Find the Equations of 3D Scientific Surfaces? CoRR Sanchit Kabra, Shobhnik Kriplani, Parshin Shojaee, Chandan K. Reddy
2025	A*	`conf`	Sycophancy Mitigation Through Reinforcement Learning with Uncertainty-Aware Adaptive Reasoning Trajectories. EMNLP Mohammad Beigi, Ying Shen, Parshin Shojaee, Qifan Wang, Zichao Wang, Chandan K. Reddy, Ming Jin, Lifu Huang
2025	J	`jnl`	Sycophancy Mitigation Through Reinforcement Learning with Uncertainty-Aware Adaptive Reasoning Trajectories. CoRR Mohammad Beigi, Ying Shen, Parshin Shojaee, Qifan Wang, Zichao Wang, Chandan K. Reddy, Ming Jin, Lifu Huang
2025	J	`jnl`	The Illusion of Thinking: Understanding the Strengths and Limitations of Reasoning Models via the Lens of Problem Complexity. CoRR Parshin Shojaee, Iman Mirzadeh, Keivan Alizadeh, Maxwell Horton, Samy Bengio, Mehrdad Farajtabar
2025	A*	`conf`	Towards Scientific Discovery with Generative AI: Progress, Opportunities, and Challenges. AAAI Chandan K. Reddy, Parshin Shojaee
2024	J	`jnl`	LLM-SR: Scientific Equation Discovery via Programming with Large Language Models. CoRR Parshin Shojaee, Kazem Meidani, Shashank Gupta, Amir Barati Farimani, Chandan K. Reddy
2024	A*	`conf`	SNIP: Bridging Mathematical Symbolic and Numeric Realms with Unified Pre-training. ICLR Kazem Meidani, Parshin Shojaee, Chandan K. Reddy, Amir Barati Farimani
2024	J	`jnl`	Towards Scientific Discovery with Generative AI: Progress, Opportunities, and Challenges. CoRR Chandan K. Reddy, Parshin Shojaee
2023	J	`jnl`	Execution-based Code Generation using Deep Reinforcement Learning. CoRR Parshin Shojaee, Aneesh Jain, Sindhu Tipirneni, Chandan K. Reddy
2023	J	`jnl`	Execution-based Code Generation using Deep Reinforcement Learning. Trans. Mach. Learn. Res. Parshin Shojaee, Aneesh Jain, Sindhu Tipirneni, Chandan K. Reddy
2023	J	`jnl`	Graph-based Multi-ODE Neural Networks for Spatio-Temporal Traffic Forecasting. CoRR Zibo Liu, Parshin Shojaee, Chandan K. Reddy
2023	J	`jnl`	Graph-based Multi-ODE Neural Networks for Spatio-Temporal Traffic Forecasting. Trans. Mach. Learn. Res. Zibo Liu, Parshin Shojaee, Chandan K. Reddy
2023	J	`jnl`	SNIP: Bridging Mathematical Symbolic and Numeric Realms with Unified Pre-training. CoRR Kazem Meidani, Parshin Shojaee, Chandan K. Reddy, Amir Barati Farimani
2023	A*	`conf`	Transformer-based Planning for Symbolic Regression. NeurIPS Parshin Shojaee, Kazem Meidani, Amir Barati Farimani, Chandan K. Reddy
2023	J	`jnl`	Transformer-based Planning for Symbolic Regression. CoRR Parshin Shojaee, Kazem Meidani, Amir Barati Farimani, Chandan K. Reddy
2022	J	`jnl`	Adaptively Weighted Top-N Recommendation for Organ Matching. ACM Trans. Comput. Heal. Parshin Shojaee, Xiaoyu Chen, Ran Jin
2022	—	`conf`	Contextual Bandit Guided Data Farming for Deep Neural Networks in Manufacturing Industrial Internet. ICPS Yingyan Zeng, Parshin Shojaee, Syed Hasib Akhter Faruqui, Adel Alaeddini, Ran Jin
2022	B	`conf`	Task-Driven Privacy-Preserving Data-Sharing Framework for the Industrial Internet. IEEE Big Data Parshin Shojaee, Yingyan Zeng, Muntasir Wahed, Avi Seth, Ran Jin, Ismini Lourentzou
2021	J	`jnl`	Adaptively Weighted Top-N Recommendation for Organ Matching. CoRR Parshin Shojaee, Xiaoyu Chen, Ran Jin
2021	—	`conf`	Deep Neural Network Pipelines for Multivariate Time Series Classification in Smart Manufacturing. ICPS Parshin Shojaee, Yingyan Zeng, Xiaoyu Chen, Ran Jin, Xinwei Deng, Chuck Zhang
2020	J	`jnl`	Planar Maximum Coverage Location Problem with Partial Coverage, Continuous Spatial Demand, and Adjustable Quality of Service. CoRR Manish Bansal, Parshin Shojaee