Quanquan Gu is affiliated with the University of California, Los Angeles in the United States. Their primary field of research is Computer Science, with a strong focus on several key subfields, including Artificial Intelligence, Management Science and Operations Research, Computer Vision and Pattern Recognition, Molecular Biology, and Computer Networks and Communications.
The scientist's work spans a range of prominent topics within these domains. These include Advanced Bandit Algorithms Research, Reinforcement Learning in Robotics, Adversarial Robustness in Machine Learning, Stochastic Gradient Optimization Techniques, Machine Learning and Algorithms, Machine Learning and Extreme Learning Machines (ELM), and Advanced Neural Network Applications.
Quanquan Gu has contributed extensively to academic literature, with a substantial number of publications appearing in notable venues. The most frequent publication platforms include arXiv (Cornell University), bioRxiv (Cold Spring Harbor Laboratory), the Proceedings of the AAAI Conference on Artificial Intelligence, the Proceedings of the National Academy of Sciences, and Nature Communications.
Several recent papers highlight the range and focus of their work:
Frequent collaborators in Quanquan Gu's research include Dongruo Zhou, Difan Zou, Weitong Zhang, Zixiang Chen, and Jinghui Chen. These co-authors have worked closely on numerous projects, with collaboration counts ranging from sixteen to over thirty joint works.
Xiao Yu;Xiang Ren;Yizhou Sun;Quanquan Gu
Quanquan Gu;Zhenhui Li;Jiawei Han
Difan Zou;Yuan Cao;Dongruo Zhou;Quanquan Gu
Difan Zou;Yuan Cao;Dongruo Zhou;Quanquan Gu
Quanquan Gu;Jie Zhou;Chris H. Q. Ding
Yisen Wang;Difan Zou;Jinfeng Yi;James Bailey
Quanquan Gu;Jie Zhou
Xiao Yu;Xiang Ren;Yizhou Sun;Bradley Sturt
Quanquan Gu;Zhenhui Li;Jiawei Han
Yuan Cao;Quanquan Gu
Evan L Ray;Nutcha Wattanachit;Jarad Niemi;Abdul Hannan Kanji
Yisen Wang;Xingjun Ma;James Bailey;Jinfeng Yi
Quanquan Gu;Jie Zhou
Jinghui Chen;Dongruo Zhou;Yiqi Tang;Ziyan Yang
Xiao Yu;Quanquan Gu;Mianwei Zhou;Jiawei Han
Xiang Ren;Jialu Liu;Xiao Yu;Urvashi Khandelwal
Yuan Cao;Zhiying Fang;Yue Wu;Ding-Xuan Zhou
Fabrice Harel-Canada;Lingxiao Wang;Muhammad Ali Gulzar;Quanquan Gu
Quanquan Gu;Jiawei Han
Dongruo Zhou;Pan Xu;Quanquan Gu
Bargav Jayaraman;Lingxiao Wang;David Evans;Quanquan Gu
Charu C. Aggarwal;Xiangnan Kong;Quanquan Gu;Jiawei Han
Yuan Cao;Quanquan Gu
Difan Zou;Ziniu Hu;Yewen Wang;Song Jiang
Pan Xu;Jinghui Chen;Quanquan Gu
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