Shayan Talaei
3 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
Venues
Top co-authors
Research topics
Keywords
federated learning
(1)
few-shot learning
(1)
non-convex optimization
(1)
chain-of-thought reasoning
(1)
preference optimization
(1)
distributed optimization
(1)
distributed training
(1)
asynchronous optimization
(1)
convergence guarantee
(1)
communication compression
(1)
zeroth-order optimization
(1)
client heterogeneity
(1)
gradient estimator
(1)
first-order optimization
(1)
federated averaging
(1)
candidate selection
(1)
multi-agent system
(1)
Papers
CHASE-SQL: Multi-Path Reasoning and Preference Optimized Candidate Selection in Text-to-SQL
ICLR 2025
Hybrid Decentralized Optimization: Leveraging Both First- and Zeroth-Order Optimizers for Faster Convergence
AAAI 2025
Communication-Efficient Federated Learning With Data and Client Heterogeneity
AISTATS 2024