Duo Wu
(吴铎)
ABOUT
Hi! I am an incoming doctoral student at Tsinghua University, advised by Prof. Zhi Wang. Before that, I obtained my M.Phil. degree in Computer and Information Engineering from The Chinese University of Hong Kong, Shenzhen, advised by Prof. Fangxin Wang, and B.Eng. degree in Computer Science and Technology from Jinan University, advised by Prof. Lin Cui.
RESEARCH INTERESTS
I used to work on designing high-performance video streaming systems with cutting-edge machine learning techniques, such as reinforcement learning, imitation learning and representation learning.
Embracing the new opportunities and challenges of large foundation models, I am now more focused on domain adaptation of large language models (LLMs), with the objective to efficiently connect LLMs to various domains.
PUBLICATION
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Large Language Model Adaptation for Networking
Preprint, under review link
Duo Wu, Xianda Wang, Yaqi Qiao, Zhi Wang, Junchen Jiang, Shuguang Cui, Fangxin Wang.
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MANSY: Generalizing Neural Adaptive Immersive Video Streaming With Ensemble and Representation Learning
Preprint, under review in IEEE Transactions on Mobile Computing (TMC) [CCF-A] link
Duo Wu, Panlong Wu, Miao Zhang, Fangxin Wang.
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ILCAS: Imitation Learning-Based Configuration-Adaptive Streaming for Live Video Analytics with Cross-Camera Collaboration
Accepted by IEEE Transactions on Mobile Computing (TMC) [CCF-A] link
Duo Wu, Dayou Zhang, Miao Zhang, Ruoyu Zhang, Fangxin Wang, Shuguang Cui.
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A Comprehensive Survey on Segment Routing Traffic Engineering
Accepted by Digital Communications and Networks (DCN) [JCR-Q1] link
Duo Wu, Lin Cui.
EXPERIENCE
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Future Network of Intelligence Institute at CUHKSZ
Research Assistant, from Sep. 2022 to April 2024.
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Huawei Technologies Co., Ltd. at Dongguan
Software Engineer Intern, from July. 2021 to Sep. 2021.
AWARD
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Academic Star Nomination, JNU, 2021
Only 23 Awardee in JNU
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University Scholarship of Innovative and Talented Undergraduate, JNU, 2021
10000 RMB, only 30 Awardee in JNU
CONTACT
Name: Duo Wu (吴铎)
Address: Information Building Tsinghua Campus, University Town of Shenzhen, P. R. China
E-mail: duowu18@outlook.com / duowu@link.cuhk.edu.cn