Talaei, Shayan

4 publications

ICLR 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 O Arik

AAAI 2025 Hybrid Decentralized Optimization: Leveraging Both First- and Zeroth-Order Optimizers for Faster Convergence Shayan Talaei, Matin Ansaripour, Giorgi Nadiradze, Dan Alistarh

NeurIPS 2025 SPRINT: Enabling Interleaved Planning and Parallelized Execution in Reasoning Models Emil Biju, Shayan Talaei, Zhemin Huang, Mohammadreza Pourreza, Azalia Mirhoseini, Amin Saberi

AISTATS 2024 Communication-Efficient Federated Learning with Data and Client Heterogeneity Hossein Zakerinia, Shayan Talaei, Giorgi Nadiradze, Dan Alistarh