Awadallah, Ahmed Hassan

17 publications

ICLR 2025 Exploratory Preference Optimization: Harnessing Implicit Q*-Approximation for Sample-Efficient RLHF Tengyang Xie, Dylan J Foster, Akshay Krishnamurthy, Corby Rosset, Ahmed Hassan Awadallah, Alexander Rakhlin

NeurIPS 2025 Learning to Specialize: Joint Gating-Expert Training for Adaptive MoEs in Decentralized Settings Yehya Farhat, Hamza ElMokhtar Shili, Fangshuo Liao, Chen Dun, Mirian Del Carmen Hipolito Garcia, Guoqing Zheng, Ahmed Hassan Awadallah, Robert Sim, Dimitrios Dimitriadis, Anastasios Kyrillidis

AAAI 2025 Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task Adaptation Chen Dun, Mirian del Carmen Hipolito Garcia, Guoqing Zheng, Ahmed Hassan Awadallah, Robert Sim, Anastasios Kyrillidis

ICLRW 2024 AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation Qingyun Wu, Gagan Bansal, Jieyu Zhang, Yiran Wu, Beibin Li, Erkang Zhu, Li Jiang, Xiaoyun Zhang, Shaokun Zhang, Jiale Liu, Ahmed Hassan Awadallah, Ryen W White, Doug Burger, Chi Wang

TMLR 2024 CR-MoE: Consistent Routed Mixture-of-Experts for Scaling Contrastive Learning Ziyu Jiang, Guoqing Zheng, Yu Cheng, Ahmed Hassan Awadallah, Zhangyang Wang

ICLRW 2024 EcoAssistant: Using LLM Assistants More Affordably and Accurately Jieyu Zhang, Ranjay Krishna, Ahmed Hassan Awadallah, Chi Wang

ICLR 2024 Hybrid LLM: Cost-Efficient and Quality-Aware Query Routing Dujian Ding, Ankur Mallick, Chi Wang, Robert Sim, Subhabrata Mukherjee, Victor Rühle, Laks V. S. Lakshmanan, Ahmed Hassan Awadallah

ICLR 2024 Teaching Language Models to Hallucinate Less with Synthetic Tasks Erik Jones, Hamid Palangi, Clarisse Simões Ribeiro, Varun Chandrasekaran, Subhabrata Mukherjee, Arindam Mitra, Ahmed Hassan Awadallah, Ece Kamar

AutoML 2023 Cost-Effective Hyperparameter Optimization for Large Language Model Generation Inference Chi Wang, Xueqing Liu, Ahmed Hassan Awadallah

NeurIPSW 2023 Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task Adaptation Chen Dun, Mirian Del Carmen Hipolito Garcia, Guoqing Zheng, Ahmed Hassan Awadallah, Anastasios Kyrillidis, Robert Sim

ICLR 2022 Knowledge Infused Decoding Ruibo Liu, Guoqing Zheng, Shashank Gupta, Radhika Gaonkar, Chongyang Gao, Soroush Vosoughi, Milad Shokouhi, Ahmed Hassan Awadallah

AAAI 2021 Meta Label Correction for Noisy Label Learning Guoqing Zheng, Ahmed Hassan Awadallah, Susan T. Dumais

ICLR 2021 SCoRe: Pre-Training for Context Representation in Conversational Semantic Parsing Tao Yu, Rui Zhang, Alex Polozov, Christopher Meek, Ahmed Hassan Awadallah

ECML-PKDD 2020 Early Detection of Fake News with Multi-Source Weak Social Supervision Kai Shu, Guoqing Zheng, Yichuan Li, Subhabrata Mukherjee, Ahmed Hassan Awadallah, Scott W. Ruston, Huan Liu

NeurIPSW 2020 SCoRe: Pre-Training for Context Representation in Conversational Semantic Parsing Tao Yu, Rui Zhang, Alex Polozov, Christopher Meek, Ahmed Hassan Awadallah

AAAI 2019 Adversarial Training for Community Question Answer Selection Based on Multi-Scale Matching Xiao Yang, Madian Khabsa, Miaosen Wang, Wei Wang, Ahmed Hassan Awadallah, Daniel Kifer, C. Lee Giles

NeurIPSW 2019 On Domain Transfer When Predicting Intent in Text Petar Stojanov, Ahmed Hassan Awadallah, Paul Bennett, Saghar Hosseini