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Ahmed Hassan Awadallah

9 papers at tracked venues · 7 at CORE A* · active 2024–2025

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Venues

ICLR ×3AAAI ×1ACL ×1EMNLP ×1NAACL ×1NeurIPS ×1SIGIR ×1

Frequent coauthors

Corby Rosset
×3
Robert Sim
×3
Arindam Mitra
×2
Chen Dun
×2
Mirian del Carmen Hipolito Garcia
×2
Guoqing Zheng
×2
Anastasios Kyrillidis
×2
Ethan C. Chau
×2
Jennifer Neville
×2
Nikhil Rao
×2
Chi Wang
×2
Subhabrata Mukherjee
×2

Papers

  1. Exploratory Preference Optimization: Harnessing Implicit Q*-Approximation for Sample-Efficient RLHF
    ICLR 2025 ·
    Tengyang Xie
    ,
    Dylan J. Foster
    ,
    Akshay Krishnamurthy
    ,
    Corby Rosset
    , Ahmed Hassan Awadallah,
    Alexander Rakhlin
  2. Explorer: Scaling Exploration-driven Web Trajectory Synthesis for Multimodal Web Agents
    ACL 2025 ·
    Vardaan Pahuja
    ,
    Yadong Lu
    ,
    Corby Rosset
    ,
    Boyu Gou
    ,
    Arindam Mitra
    ,
    Spencer Whitehead
    ,
    Yu Su
    , Ahmed Hassan Awadallah
  3. Learning to Specialize: Joint Gating-Expert Training for Adaptive MoEs in Decentralized Settings
    NeurIPS 2025 ·
    Yehya Farhat
    ,
    Hamza ElMokhtar Shili
    ,
    Fangshuo Liao
    ,
    Chen Dun
    ,
    Mirian Hipolito Garcia
    ,
    Guoqing Zheng
    , Ahmed Awadallah,
    Robert Sim
    ,
    Dimitrios Dimitriadis
    ,
    Anastasios Kyrillidis
  4. Researchy Questions: A Dataset of Multi-Perspective, Decompositional Questions for Deep Research
    SIGIR 2025 ·
    Corbin Rosset
    ,
    Ho-Lam Chung
    ,
    Guanghui Qin
    ,
    Ethan C. Chau
    ,
    Zhuo Feng
    , Ahmed Awadallah,
    Jennifer Neville
    ,
    Nikhil Rao
  5. Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task Adaptation
    AAAI 2025 ·
    Chen Dun
    ,
    Mirian del Carmen Hipolito Garcia
    ,
    Guoqing Zheng
    , Ahmed Hassan Awadallah,
    Robert Sim
    ,
    Anastasios Kyrillidis
  6. Assessing and Verifying Task Utility in LLM-Powered Applications
    EMNLP 2024 ·
    Negar Arabzadeh
    ,
    Siqing Huo
    ,
    Nikhil Mehta
    ,
    Qingyun Wu
    ,
    Chi Wang
    , Ahmed Awadallah,
    Charles L. A. Clarke
    ,
    Julia Kiseleva
  7. Automatic Pair Construction for Contrastive Post-training
    NAACL 2024 ·
    Canwen Xu
    ,
    Corby Rosset
    ,
    Ethan C. Chau
    ,
    Luciano Del Corro
    ,
    Shweti Mahajan
    ,
    Julian J. McAuley
    ,
    Jennifer Neville
    , Ahmed Awadallah,
    Nikhil Rao
  8. Hybrid LLM: Cost-Efficient and Quality-Aware Query Routing
    ICLR 2024 ·
    Dujian Ding
    ,
    Ankur Mallick
    ,
    Chi Wang
    ,
    Robert Sim
    ,
    Subhabrata Mukherjee
    ,
    Victor Rühle
    ,
    Laks V. S. Lakshmanan
    , Ahmed Hassan Awadallah
  9. Teaching Language Models to Hallucinate Less with Synthetic Tasks
    ICLR 2024 ·
    Erik Jones
    ,
    Hamid Palangi
    ,
    Clarisse Simões
    ,
    Varun Chandrasekaran
    ,
    Subhabrata Mukherjee
    ,
    Arindam Mitra
    , Ahmed Hassan Awadallah,
    Ece Kamar