PPaperPicks

Shayan Talaei

5 papers at tracked venues · 4 at CORE A* · active 2024–2025

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Venues

AAAI ×1AISTATS ×1ICLR ×1NeurIPS ×1UIST ×1

Frequent coauthors

Amin Saberi
×3
Mohammadreza Pourreza
×2
Giorgi Nadiradze
×2
Dan Alistarh
×2
Hailong Li
×1
Ruoxi Sun
×1
Yeounoh Chung
×1
Gaurav Tarlok Kakkar
×1
Yu Gan
×1
Fatma Ozcan
×1
Sercan Ö. Arik
×1
Matin Ansaripour
×1

Papers

  1. CHASE-SQL: Multi-Path Reasoning and Preference Optimized Candidate Selection in Text-to-SQL
    ICLR 2025 ·
    Mohammadreza Pourreza
    ,
    Hailong Li
    ,
    Ruoxi Sun
    ,
    Yeounoh Chung
    , Shayan Talaei,
    Gaurav Tarlok Kakkar
    ,
    Yu Gan
    ,
    Amin Saberi
    ,
    Fatma Ozcan
    ,
    Sercan Ö. Arik
  2. Hybrid Decentralized Optimization: Leveraging Both First- and Zeroth-Order Optimizers for Faster Convergence
    AAAI 2025 · Shayan Talaei,
    Matin Ansaripour
    ,
    Giorgi Nadiradze
    ,
    Dan Alistarh
  3. SPRINT: Enabling Interleaved Planning and Parallelized Execution in Reasoning Models
    NeurIPS 2025 ·
    Emil Biju
    , Shayan Talaei,
    Zhemin Huang
    ,
    Mohammadreza Pourreza
    ,
    Azalia Mirhoseini
    ,
    Amin Saberi
  4. StorySage: Conversational Autobiography Writing Powered by a Multi-Agent Framework
    UIST 2025 · Shayan Talaei,
    Meijin Li
    ,
    Kanu Grover
    ,
    James Kent Hippler
    ,
    Diyi Yang
    ,
    Amin Saberi
  5. Communication-Efficient Federated Learning With Data and Client Heterogeneity
    AISTATS 2024 ·
    Hossein Zakerinia
    , Shayan Talaei,
    Giorgi Nadiradze
    ,
    Dan Alistarh