Shayan Talaei
Scholar

Shayan Talaei

Google Scholar ID: DXuAYKwAAAAJ
Student at Stanford University
Test-time ScalingReasoningText-to-SQLDistributed Optimization
Citations & Impact
All-time
Citations
306
 
H-index
6
 
i10-index
5
 
Publications
13
 
Co-authors
6
list available
Resume (English only)
Academic Achievements
  • SPRINT: Enabling Interleaved Planning and Parallelized Execution in Reasoning Models (COLM 2025)
  • StorySage: Conversational Autobiography Writing Powered by a Multi-Agent Framework (UIST 2025)
  • When to Trust Context: Self-Reflective Debates for Context Reliability
  • Reasoning-SQL: Reinforcement Learning with SQL Tailored Partial Rewards (COLM 2025)
  • CHASE-SQL: Multi-Path Reasoning and Preference Optimized Candidate Selection (ICLR 2025)
  • CHESS: Contextual Harnessing for Efficient SQL Synthesis (ICML 2025)
  • Hybrid Decentralized Optimization (AAAI 2024)
  • Communication-Efficient Federated Learning With Data and Client Heterogeneity (AISTATS 2024)
  • 1st place, AGI House Hackathon on fine-tuning and RAG (2024)
  • Two-year PhD fellowship, Stanford School of Engineering (2023)
  • Top-ranked student among 199 in Computer Engineering at SUT (2022)
  • Gold Medal, International Mathematical Olympiad (IMO, UK, 2019)
  • Gold Medal, ELMO Mathematical Olympiad (USA MOP, 2019)
  • Silver Medal, Romanian Master of Mathematics (RMM, 2019)
  • Gold Medal (Perfect Score), European Mathematical Cup (EMC, Croatia, 2018)
  • Gold Medal (Rank 1), Iranian National Mathematical Olympiad (2018)
  • Gold Medal (National & International), Iranian Geometry Olympiad (IGO, 2017)
  • 1st Diploma, Sharygin Geometry Olympiad (Russia, 2017)