Shayan Talaei

According to our database, Shayan Talaei authored at least 11 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2025

StorySage: Conversational Autobiography Writing Powered by a Multi-Agent Framework.

Shayan Talaei, Meijin Li, Kanu Grover, James Kent Hippler, Diyi Yang, Amin Saberi

CoRR, June, 2025

When to Trust Context: Self-Reflective Debates for Context Reliability.

Zeqi Zhou, Fang Wu, Shayan Talaei, Haokai Zhao, Cheng Meixin, Tinson Xu, Amin Saberi, Yejin Choi

CoRR, June, 2025

SPRINT: Enabling Interleaved Planning and Parallelized Execution in Reasoning Models.

Emil Biju, Shayan Talaei, Zhemin Huang, Mohammadreza Pourreza, Azalia Mirhoseini, Amin Saberi

CoRR, June, 2025

Reasoning-SQL: Reinforcement Learning with SQL Tailored Partial Rewards for Reasoning-Enhanced Text-to-SQL.

Mohammadreza Pourreza, Shayan Talaei, Ruoxi Sun, Xingchen Wan, Hailong Li, Azalia Mirhoseini, Amin Saberi, Sercan Ö. Arik

CoRR, March, 2025

CHASE-SQL: Multi-Path Reasoning and Preference Optimized Candidate Selection in Text-to-SQL.

Mohammadreza Pourreza, Hailong Li, Ruoxi Sun, Yeounoh Chung, Shayan Talaei, Gaurav Tarlok Kakkar, Yu Gan, Amin Saberi, Fatma Ozcan, Sercan Ö. Arik

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Hybrid Decentralized Optimization: Leveraging Both First- and Zeroth-Order Optimizers for Faster Convergence.

Shayan Talaei, Matin Ansaripour, Giorgi Nadiradze, Dan Alistarh

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

2024

OptiMUS-0.3: Using Large Language Models to Model and Solve Optimization Problems at Scale.

Ali AhmadiTeshnizi, Wenzhi Gao, Herman Brunborg, Shayan Talaei, Madeleine Udell

CoRR, 2024

CHESS: Contextual Harnessing for Efficient SQL Synthesis.

Shayan Talaei, Mohammadreza Pourreza, Yu-Chen Chang, Azalia Mirhoseini, Amin Saberi

CoRR, 2024

Communication-Efficient Federated Learning With Data and Client Heterogeneity.

Hossein Zakerinia, Shayan Talaei, Giorgi Nadiradze, Dan Alistarh

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2024

2022

Hybrid Decentralized Optimization: First- and Zeroth-Order Optimizers Can Be Jointly Leveraged For Faster Convergence.

Shayan Talaei, Giorgi Nadiradze, Dan Alistarh

CoRR, 2022

QuAFL: Federated Averaging Can Be Both Asynchronous and Communication-Efficient.

Hossein Zakerinia, Shayan Talaei, Giorgi Nadiradze, Dan Alistarh

CoRR, 2022