Duo Wu
(吴铎)
ABOUT
Hi! I am currently a Ph.D. 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 in 2024, advised by Prof. Fangxin Wang, and B.Eng. degree in Computer Science and Technology from Jinan University in 2022, 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 language models (LLMs), I am now more focused on designing algorithms to efficiently harness the capabilities of LLMs to solve fundamental decision-making and planning problems to benefit various domains, which I call DecisionLLM.
PUBLICATION
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NetLLM: Adapting Large Language Models for Networking
Accepted by ACM SIGCOMM 2024 [CCF-A, Acceptance Ratio: 62/366] link code slides
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 code
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
SERVICES
Reviewer
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IEEE Transactions on Mobile Computing
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NeurIPS 2024
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ACM Multimedia 2023
CONTACT
Name: Duo Wu (吴铎)
Address: Information Building Tsinghua Campus, University Town of Shenzhen, P. R. China
E-mail: wu-d24@mails.tsinghua.edu.cn / duowu18@outlook.com