Scholar
Shayan Talaei
Google Scholar ID: DXuAYKwAAAAJ
Student at Stanford University
Test-time Scaling
Reasoning
Text-to-SQL
Distributed Optimization
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Homepage
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Google Scholar
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Citations & Impact
All-time
Citations
306
H-index
6
i10-index
5
Publications
13
Co-authors
6
list available
Contact
CV
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GitHub
Open ↗
Publications
8 items
Position: The Hidden Costs and Measurement Gaps of Reinforcement Learning with Verifiable Rewards
2025
Cited
0
StorySage: Conversational Autobiography Writing Powered by a Multi-Agent Framework
2025
Cited
0
SPRINT: Enabling Interleaved Planning and Parallelized Execution in Reasoning Models
2025
Cited
0
When to Trust Context: Self-Reflective Debates for Context Reliability
2025
Cited
0
Reasoning-SQL: Reinforcement Learning with SQL Tailored Partial Rewards for Reasoning-Enhanced Text-to-SQL
2025
Cited
0
OptiMUS-0.3: Using Large Language Models to Model and Solve Optimization Problems at Scale
arXiv.org · 2024
Cited
1
Hybrid Decentralized Optimization: Leveraging Both First- and Zeroth-Order Optimizers for Faster Convergence
2022
Cited
0
Communication-Efficient Federated Learning With Data and Client Heterogeneity
International Conference on Artificial Intelligence and Statistics · 2022
Cited
7
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)
Co-authors
6 total
Amin Saberi
Professor, Stanford University
Mohammadreza Pourreza
Researcher at google
Azalia Mirhoseini
Assistant Professor of Computer Science, Stanford - Google DeepMind
Co-author 4
Dan Alistarh
Professor at IST Austria
Hossein Zakerinia
Ph.D. Student, ISTAustria
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