Graduate Students

<< Ph.D. PROGRAM >>

Shinik Park (Lab Head)

Research Interests

  • Low-latency networking and streaming

Selected Publications and Honors

  • ELEMENT [EuroSys'19]

  • ExLL [ACM CoNEXT'18]

  • Samsung Humantech 3rd Prize ('18)

JongYun Lee

Research Interests

  • Encrypted and low-latency streaming

Selected Publications and Honors

  • PERCEIVE [ACM MobiSys'20]

Research Interests

  • Mobile deep learning, Model compression, Split computing

Selected Publications and Honors

  • R-FEC [ACM MM'22]

  • zTT [ACM MobiSys'21]

  • ACM MobiSys'21 Best Paper Award

GoodSol Lee

Research Interests

  • Reinforcement learning and protocol optimization for cellular networks

Selected Publications and Honors

  • ProSCH [IEEE WCNC'20]

  • DualHandover [IEEE GlobeCom'19]

WooSeung Nam

Research Interests

  • Auto-encoder, Compressed data transmission

Selected Publications and Honors

  • Inter-data Encoding [IEEE TMC'21]

  • SyncCoding [IEEE ICNP'17]

  • Samsung Humantech 2nd Prize ('17)

SeongSik Cho

Research Interests

  • Predictive proactive control for cellular networks

Selected Publications and Honors

  • Coming...

<< M.S./Ph.D. COMBINED PROGRAM >>

Sanghyun Han

Research Interests

  • Switch ML, Kernel-bypass networking, XDP

DongGyu Yang

Research Interests

  • Network architecture design for machine learning acceleration

Taekyung Han

Research Interests

  • Learning-based congestion control protocol

Jaeyoon Hwang

Research Interests

  • Object-aware congestion control protocol, Learning-based congestion control protocol

Serae Kim

Research Interests

  • Reinforcement learning and radio resource management

Gibum Park

Research Interests

  • Neural network offloading solution for low latency

Jongseok Park

Research Interests

  • Accelerating and optimizing computations for networked systems, devices, and applications

Selected Publications and Honors

  • mGEMM [ACM MobiSys'22]

Byunggu Kang

Research Interests

  • Data encoding, semantic communication

Dongsu Kwak

Research Interests

  • Communication efficiency in distributed machine learning

<< CO-ADVISING Ph.D. STUDENTS >>

JeongMin Bae (KAIST AI)

Research Interests

  • Reinforcement learning for congestion control and scheduling

Selected Publications and Honors

  • Learning to Schedule [IEEE ToN'21]

  • RL-based Scheduling [WiOpt'19]

JunSeon Kim* (UNIST)

Research Interests

  • Latency-guaranteed networking for cellular networks (with ML)

Selected Publications and Honors

  • Perf-guaranteed 6G [IEEE ComMAG'22]

  • ECLAT [IEEE INFOCOM'21]

  • ExLL [ACM CoNEXT'18]

  • NAVER Ph.D. Fellowship Award('21)

SungYong Lee* (UNIST)

Research Interests

  • Mobile deep learning, Split computing, Data encoding

Selected Publications and Honors

  • DeepVehicleSense [IEEE TMC'22]

  • PERCEIVE [ACM MobiSys'20]

  • Samsung Humantech 3rd Prize ('21)

Seongmin Ham (UNIST)

Research Interests

  • Networking and computing design for AR/VR systems

Selected Publications and Honors

  • QuickTalk [ACM UbiComp'17]

  • NAVER Ph.D. Fellowship Award('17)

<< M.S. PROGRAM with GSEP (Graduate School of Engineering Practice) >>

Gyulim Gu

Research Interests

  • ML-based image processing over cellular networks

<< ALUMNI >>


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