Zehua Guo

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Professor
Ph.D. Supervisor
School of Automation
Beijing Institute of Technology

Office: Room 525, Teaching Building 6
Address: 5 Zhongguancun South, Beijing, 100081, China
Email: guo@bit.edu.cn
Google Scholar

I received B.S. degree from Northwestern Polytechnical University, M.S. degree from Xidian University, and Ph.D. degree from Northwestern Polytechnical University. I was a Research Fellow at Department of Electrical and Computer Engineering, New York University Tandon School of Engineering, a Research Manager at ChinaCache, a Senior Software Engineer at DidiChuxing, a Post-Doctoral Research Associate at Department of Computer Science and Engineering, University of Minnesota Twin Cities, and a Visiting Associate Professor at Pillar of Information Systems Technology and Design, Singapore University of Technology and Design.

I am looking for self-motivated Ph.D./master/undergraduate students to join my group. Please email me your CV if you are interested.

Research Interests

  • Programmable Network

    • Software-Defined Networking (SDN)

    • Network Function Virtualization (NFV)

    • Congestion Control

  • Machine Learning

    • Machine Learning for Networks (e.g., Data Center Network, Wide Area Network, Edge Computing)

    • Distributed Machine Learning

    • Federated Learning

  • Network Security

News

  • 4/2024: DINA and Hierarchical Sketch are accepted by IWQoS (CCF B).

  • 4/2024: TEACHER is accepted by TON (CCF A).

  • 4/2024: DeepTE is accepted by ICDCS (CCF B).

  • 4/2024: One paper is accepted by TNSM (JCR Q1).

  • 2/2024: Invited to serve as TPC of GLOBECOM 2024.

  • 2/2024: One paper on Distributed Machine Learning is accepted by IEEE Network Magazine (JCR Q1).

  • 2/2024: Halflife is accepted by EuroSys 2024 (CCF A).

  • 2/2024: Invited to serve as TPC of IWQoS 2024.

  • 2/2024: One paper is accepted by IEEE Communications Magazine (JCR Q1).

  • 1/2024: ARES is accepted by WWW 2024 (CCF A).

  • 12/2023: Invited to serve as TPC of ICDCS 2024.

  • 12/2023: Invited to serve as TPC of ICCCN 2024.

  • 11/2023: 3rd year master student Li Qi received Graduate National Scholarship.

  • 11/2023: Invited to serve as TPC of ICC 2024.

  • 11/2023: PREDATOR is accepted by Computer Networks (CCF B).

  • 11/2023: THOR is accepted by TNSM (JCR Q1).

  • 8/2023: Invited to serve as TPC and publication chair of IEEE Satellite 2023.

  • 7/2023: Roracle is accepted by ICNP (CCF B).

  • 7/2023: Invited to serve as TPC of ICPADS 2023.

  • 6/2023: Prophet is accepted by TON (CCF A).

  • 6/2023: 3rd year master students Jiayu Wang and Changlin Li are named Outstanding Graduate of BIT, and Jiayu is also named Outstanding Graduate of Beijing.

  • 5/2023: PG is accepted by TON (CCF A).

  • 5/2023: Invited to serve as TPC of GLOBECOM 2023.

  • 4/2023: VirtPDP is accepted by IEEE Network (JCR Q1).

  • 3/2023: RateSheriff and QoS-RL are accepted by IWQoS 2023 (CCF B).

  • 2/2023: Named as the Supervisor for Outstanding Master's Thesis of Chinese Institute of Electronics 2022 [link].

  • 2/2023: PE is accepted by TON (CCF A).

  • 1/2023: Invited to serve as TPC of IWQoS 2023.

  • 12/2022: Named as World's Top 2% Scientist by Stanford University [link].

  • 12/2022: LARRI is accepted by INFOCOM 2023 (CCF A).

  • 11/2022: FlexPM is accepted by TON (CCF A).

  • 11/2022: Research assistant Yijun Sun is accepted by the Ph.D. program of Hong Kong University of Science and Technology with full scholarship.

  • 11/2022: 1st year master student Jiaxin Tan received Excellent Bachelor Thesis Award of Beijing (2/280).

  • 10/2022: 3rd year master student Jiayu Wang is named Outstanding Student of BIT and received Graduate National Scholarship.

  • 10/2022: Invited to serve as TPC of ICCCN 2023.

  • 9/2022: 1st year master student Jiaxin Tan received Excellent Undergraduate Graduation Design of Beijing Institute of Technology.

  • 9/2022: FlexDATE is accepted by TON (CCF A).

  • 6/2022: Invited to serve as TPC of ICC 2023.

  • 6/2022: 3rd year master student Songshi Dou is awarded the Outstanding Master's Thesis of BIT.

  • 6/2022: FlexEntry is accepted by JSAC (CCF A).

  • 6/2022: 3rd year master student Songshi Dou is named Outstanding Graduate of BIT. Senior student Jiaxin Tan is named Outstanding Undergraduate of BIT.

  • 5/2022: One paper is accepted by IEEE Transactions on Circuits and Systems II: Express Briefs.

  • 5/2022: Invited to serve as TPC of ICPADS 2022.

  • 5/2022: 3rd year master student Songshi Dou is accepted by the Ph.D. program of University of Toronto with full scholarship.

  • 5/2022: One paper on network function state analysis is accepted by IEEE Network (JCR Q1).

  • 4/2022: Elevated to CCF Senior Member.

  • 4/2022: ERA is accepted by ICDCS 2021 (CCF B).

  • 3/2022: SDN-ESRC is accepted by TNSM (JCR Q1).

  • 3/2022: One paper is accepted by JNCA (JCR Q1).

  • 2/2022: FLASH is accepted by TCC (JCR Q1).

  • 2/2022: SpongeTraining is accepted by TMC (CCF A).

  • 1/2022: Invited to serve as TPC of ITC 2022.

  • 1/2022: Invited to serve as TPC of GLOBECOM 2022.

  • 12/2021: SFP is accepted by IPDPS 2022 (CCF B).

  • 12/2021: Invited to serve as Session Chair of ICPADS 2021.

  • 12/2021: ABS is accepted by INFOCOM 2022 (CCF A).

  • 11/2021: 1st year master student Li Qi received Excellent Bachelor Thesis Award of Beijing (3/280).

  • 10/2021: 3rd year master student Songshi Dou is named Outstanding Student of BIT and received Graduate National Scholarship (1/200).

  • 10/2021: 2nd year master students Jiayu Wang and Changlin Li are named Excellent Students of BIT and received First-class Scholarship.

  • 10/2021: Invited to serve as TPC of ICCCN 2022.

  • 10/2021: RetroFlow+ is accepted by TON (CCF A).

  • 10/2021: ScaleDeep is accepted by TON (CCF A).

  • 9/2021: 1st year master student Li Qi received Excellent Undergraduate Graduation Design of Beijing Institute of Technology.

  • 9/2021: Invited to serve as TPC of ICA3PP 2021.

  • 9/2021: Received 2021 ACM SIGCOMM China Rising Star Award.

  • 7/2021: FedTE is accepted by ICNP 2021 (CCF B).

  • 7/2021: SDNShield is accepted by TON (CCF A).

  • 7/2021: HERO is accepted by ICWS 2021 (CCF B).

  • 6/2021: Invited to serve as TPC of ICC 2022.

  • 6/2021: Invited to serve as Session Chair of IWQoS 2021.

  • 6/2021: Invited to serve as TPC of ICPADS 2021.

  • 6/2021: CQ is accepted by ICPP 2021 (CCF B).

  • 4/2021: DATE is accepted by IWQoS 2021 (CCF B).

  • 4/2021: HybridFlow is accepted by TCOM (CCF B).

  • 3/2021: Matchmaker is accepted by Computer Networks (CCF B).

  • 3/2021: ProgrammabilityMedic is accepted by ICDCS 2021 (CCF B).

  • 1/2021: ScaleDRL is accepted by Computer Networks (CCF B).

  • 1/2021: Invited to serve as TPC of IWQoS 2021.

  • 1/2021: Invited to serve as Session Chair of IJCAI 2020.

  • 12/2020: One paper is accepted by Journal of Computational Science.

  • 12/2020: Invited to serve as TPC of ITC 2021.

  • 11/2020: Invited to serve as TPC of ICCCN 2021.

  • 9/2020: One paper is accepted by Computer Networks (CCF B).

  • 9/2020: One project is supported by NSFC.

  • 9/2020: Invited to serve as TPC of AAAI 2021.

  • 8/2020: Invited to serve as Associate Editor for the IEEE Systems Journal.

  • 8/2020: AggreFlow is accepted by TON (CCF A).

  • 8/2020: Invited to serve as TPC of ICC 2021.

  • 5/2020: SmartEntry is accepted by NetAI 2020.

  • 4/2020: One paper is accepted by IJCAI 2020 (CCF A).

  • 4/2020: ProgrammabilityGuardian is accepted by IWQoS 2020 (CCF B).

  • 4/2020: One paper is accepted by Computer Networks (CCF B).

  • 4/2020: Invited to serve as TPC of ICCCN 2020.

  • 3/2020: One paper is accepted by FGCS (JCR Q1).

  • 3/2020: MARVEL is accepted by Computer Networks (CCF B).

  • 3/2020: CFR-RL is accepted by JSAC (CCF A).

  • 2/2020: Elevated to IEEE Senior Member.

  • 1/2020: Two papers are accepted by ICC 2020.

  • 1/2020: Two papers are accepted by ICASSP 2020 (CCF B).