CSE

Computer Science & Engineering

A research paper entitled “HERTI: a Reinforcement Learning-Augmented System for Efficient Real-Time Inference on Heterogeneous Embedded Systems” has been accepted for publication at PACT’21. The paper is co-authored by Myeonggyun Han and Prof. Woongki Baek at Intelligent System Software Lab. (ISSL), CSE, UNIST.   This work proposes HERTI, a reinforcement learning-augmented system for efficient real-time

UNIST 컴퓨터공학과(CSE)에서 우수하고 창의적인 교수님(정년트랙 전임교원)을 모시고자 우수교원 후보를 모집합니다. 모집된 우수교원후보 풀은 잠재적 신임교원을 발굴하여 조기에 채용절차를 진행하는 데에 활용됩니다. UNIST 컴퓨터공학과에는 2021년 9월 현재  23명의 교원이 다양한 CSE 분야에서 활발히 활동 중이며, 전임 교원 전원이 CSE 유수 국제 학회에서 연구 결과를 지속적으로 발표하고 있습니다. UNIST 컴퓨터공학과에서는 우수한 연구 및 교육 능력을 갖춘 교원을 모시고자 하니, 많은 관심 바랍니다.  

Dear students, there will be online CSE lab intro sessions (Sep.30th~Oct.13th.) Please participate in interested sessions! (refer to each link below)   https://hyungon.unist.ac.kr/zoom.html     UNIST CSE Lab Introduction Sessions   Please find the schedule and Zoom links for the UNIST CSE Lab intro here. This schedule and Zoom links will continuously be updated. The official

Authors: Gangmuk Lim(UNIST), Jeongseob Ahn(Ajou University), Wencong Xiao(Alibaba Group), Youngjin Kwon(KAIST), Myeongjae Jeon(UNIST) Title: Zico: Efficient GPU Memory Sharing for Concurrent DNN Training Conference: USENIX Annual Technical Session (USENEX ATC 2021) A research paper entitled “Zico: Efficient GPU Memory Sharing for Concurrent DNN Training” has been accepted to USENIX ATC. This work was done in

ITRC Hyper-Composable Datacenter Research Center has been launched in July 2021 in the Department of Computer Science and Engineering. •Title: Development of Next-Generation Computing Techniques for Hyper-Composable Datacenters •Period: 2021. 07. 01 – 2028. 12. 31 (7 years and 6 months) This research center tries to overcome existing data centers’ limitations by breaking the boundaries

The students Seo-young Park (3rd year, CSE), Seung-chan Kim (3rd year, CSE), and Jae-hwi Cho (4th year, CSE) have been selected for NAVER-COOP Program. “COOP” is a program in which third and fourth year students gain on-site experience at an outstanding company for six months (or a full year if the student chooses). Before the

UNIST CSE graduate students Jay H. Park (advisor Prof. Sam H. Noh) at Next-generation Embedded/Computer System Software Technology Lab (http://next.unist.ac.kr/) and Myeonggyun Han (advisor Prof. Woongki Baek) at Intelligent System Software Lab (http://issl.unist.ac.kr/) won the NAVER Ph.D. Fellowship Award. NAVER annually selects Ph.D students who have shown remarkable research achievements in computer science and awards

  A research paper entitled “SDRP: Safe, Efficient, and SLO-Aware Workload Consolidation through Secure and Dynamic Resource Partitioning” has been accepted for publication in IEEE Transactions on Services Computing. The paper is co-authored by Myeonggyun Han and Prof. Woongki Baek at Intelligent System Software Lab. (ISSL), CSE, UNIST.   This work proposes SDRP, secure and

Professor Woongki Baek in the department of Computer Science and Engineering at UNIST has been selected as a recipient of Most Influential PLDI Paper Award at PLDI 2020 for his research paper entitled “Green: A Framework for Supporting Energy-Conscious Programming using Controlled Approximation”, which was published in PLDI 2010. PLDI (ACM SIGPLAN Conference on Programming

A paper have been accepted for publication at ATC 2020. This paper is co-authored by Jay H. Park, Gyeongchan Yun, Chang M. Yi, Nguyen T. Nguyen, Seungmin Lee, Jaesik Choi (KAIST), Sam H. Noh, and Young-ri Choi.   A research paper entitled “HetPipe: Enabling Large DNN Training on (Whimpy) Heterogeneous GPU Clusters through Integration of

Prof. Seung Ryul Baek has joined the School of ECE (CSE Track) as of Apr.01, 2020. I am truly happy to join UNIST as the faculty member of the school of Electrical and Computer Engineering. My research interest generally lies in the field of computer vision and deep learning, especially on the application of 3D

A research paper entitled “Hotness- and Lifetime-Aware Data Placement and Migration for High-Performance Deep Learning on Heterogeneous Memory Systems” has been accepted for publication in IEEE Transactions on Computers. The paper is co-authored by Myeonggyun Han, Jihoon Hyun, Seongbeom Park, and Prof. Woongki Baek at Computer Architecture and Systems Lab. (CASL), CSE, UNIST. This work

One BMIPL’s paper, “Algorithms and Analyses for Joint Spectral Image Reconstruction in Y-90 Bremsstrahlung SPECT,” by Se Young Chun, Minh Phuong Nguyen, Thanh Quoc Phan, Hanvit Kim, Jeffrey A Fessler and Yuni K. Dewaraja, has been accepted to IEEE Transactions on Medical Imaging (IF: 7.816). This is a collaboration work between UNIST and University of Michigan

UNIST ECE student Seoktae Seo, Hyunkyeong Jo and Prof. Franklin Bien’s paper has been accepted to IEEE Transactions on Power Electronics A free arrangement wireless power transfer (WPT) system with a ferrite transmission medium and geometry-based performance improvement method are introduced here. The proposed system addresses the efficiency collapse caused by misalignment or increased distance

UNIST ECE student Jae-Seong Yun and Prof. Jae-Young Sim’s paper has been accepted to IEEE Transactions on Pattern Analysis and Machine Intelligence (IF: 17.730). Large-scale 3D point clouds (LS3DPCs) captured by terrestrial LiDAR (Light Detection And Ranging) scanners often include virtual points which are generated by glass reflection. The virtual points may degrade the performance

One BMIPL’s paper, “Extending Stein’s unbiased risk estimator to train deep denoisers with correlated pairs of noisy images,” by Magauiya Zhussip, Shakarim Soltanayev and Se Young Chun has been accepted to NeurIPS 2019 (acceptance rate: 21.2%). Magauiya Zhussip and Shakarim Soltanayev just finished their MS program at BMIPL, UNIST. NeurIPS is one of the top machine learning conferences.

A research paper entitled “MOSAIC: Heterogeneity-, Communication-, and Constraint-Aware Model Slicing and Execution for Accurate and Efficient Inference” has been accepted for publication at PACT’19. The paper is co-authored by Myeonggyun Han, Jihoon Hyun, Seongbeom Park, Jinsu Park, and Prof. Woongki Baek at Computer Architecture and Systems Lab. (CASL), CSE, UNIST. This work proposes MOSAIC,

A poster of BMIPL, UNIST and University of Michigan won the 2nd Place Poster Award on Physics, Instrumentation and Data Sciences at the 2019 annual meeting of Society of Nuclear Medicine and Molecular Imaging. A collaboration paper titled “On Enhancing Monte‐Carlo Scatter Correction for Y90 Bremsstrahlung SPECT using Guided Filtering” by Hanvit Kim (the first author, PhD student at