Publications

2025

  1. WIP: Multi-Agent Artificial Intelligence Model to Enhance Self-Regulated Learning and Conceptual Understanding in Computer Science Education
    Jeeho Ryoo*, Michael Pin-Chuan Lin*, Sahil Rai, Wenhao He, Seong Min Park, and Marco Ho
    In In the Proceedings of IEEE Frontiers in Education Conference (FIE), Nashville,TN,USA, November 2025
    *Co-first authors
  2. AI Literacy Through a Project-Based Learning Course
    Marco Ho, Carly Orr, Rebecca Jeon, Michael Pin-Chuan Lin, and Jeeho Ryoo
    In In the Proceedings of IEEE Smart World Congress (SWC), Calgary, AB, Canada, August 2025
  3. Perceiving Generative AI in Teacher Practice: a Design-Based Case Study in a Graduate Course
    Michael Pin-Chuan Lin, Fuhua Lin, Yu-Feng Lan, and Jeeho Ryoo
    In In the Proceedings of IEEE Smart World Congress (SWC), Calgary, AB, Canada, August 2025
  4. Synthetic Magnetic Resonance Imaging Generation for the Diagnosis of Alzheimer’s Disease using Machine Learning
    Muge Zhang, Muhammad Ali Khaliq, Byeong Kil Lee, and Jeeho Ryoo
    In In the Proceedings of 8th International Conference on Multimedia Information Processing and Retrieval (MIPR), San Jose, CA, USA, August 2025
  5. Improving Energy Efficiency of Graph Neural Network Execution by using a PIM Architecture
    Cory Davis, Patrick Stockton, Jeeho Ryoo, and Eugene John
    In the 1st International Workshop on Data Centers Energy Efficiency (DCEE-2025), Tokyo, Japan, June 2025
  6. Mapping the Educational Potential of AI-Powered Tools: A Topic Modeling Analysis of Cognitive, Metacognitive, and Affective Learning Dimensions
    Michael Pin-Chuan Lin, Arita Li Liu, Saeed Saffari, Daniel Chang, and Jeeho Ryoo
    In Proceedings of the 21st International Conference on Intelligent Tutoring Systems (ITS), Alexandroupolis, Greece, June 2025
  7. Evaluating the Impact of Assistive AI Tools on Learning Outcomes and Ethical Considerations in Programming Education
    Seong Min Park, Michael Pin-Chuan Lin, Marco Ho, and Jeeho Ryoo
    In Proceedings of the 16th IEEE Global Engineering Education Conference (EDUCON), London, UK, April 2025
    PDF
  8. Investigating Open-Source Large Language Models in Digital Pedagogies
    Saeed Saffari, Michael Pin-Chuan Lin, Oscar Lin, and Jeeho Ryoo
    In Proceedings of the 18th International Conference on e-Learning & Innovative Pedagogies, Changhua City, Taiwan, April 2025
    PDF
  9. Microarchitectural Characterization of LightGCN and ExpressGNN and Architectural Implications (Poster Presentation)
    Cory Davis, Patrick Stockton, Muge Zhang, Jeeho Ryoo, and Eugene John
    In The 20th International Conference on High Performance, Edge and Cloud Computing (HiPEAC), Barcelona, Spain, January 2025

2024

  1. Microarchitectural Analysis of Pre-Processing Stage in Machine Learning Workloads
    Muge Zhang, Dae Yeol Lee, Vasudevan Janarthanan, and Jeeho Ryoo
    In Proceedings of the 7th IEEE International Conference on Algorithms, Computing and Artificial Intelligence (ACAI), Guangzhou, China 2024
    PDF

2023

  1. Evaluation of Pruning Techniques
    Shvetha S. Kumar, Reshma R. Nayak, Jismi S. Kannampuzha, Sahil Rai, Jeeho Ryoo, and Lizy K. John
    In Proceedings of the 42nd IEEE International Performance, Computing, and Communications Conference (IPCCC), Anaheim, CA, USA, November 2023
    PDF
  2. Do Video Encoding Workloads Stress the Microarchitecture?
    Staffen Jensen, Jaekyu Lee, Dam Sunwoo, Matt Horsnell, Matthew Siggs, Jeeho Ryoo, and Lizy K. John
    In Proceedings of the 26th IEEE International Symposium on Workload Characterization (IISWC), Ghent, Belgium, October 2023
    PDF

2018

  1. Puzzle Memory: Multifractional Partitioned Heterogeneous Memory Scheme
    Jeeho Ryoo, Shuang Song, and Lizy K. John
    In Proceedings of the 36th IEEE International Conference on Computer Design (ICCD), Orlando, FL, USA, October 2018
    PDF
  2. A Case for Granularity Aware Page Migration
    Jeeho Ryoo, Lizy K. John, and Arkaprava Basu
    In Proceedings of the 32nd International Conference on Supercomputing (ICS), Beijing, China, June 2018
    PDF

2017

  1. CSALT: Context Switch Aware Large TLB
    Yashwant Marathe, Nagendra Gulur, Jeeho Ryoo, Shuang Song, and Lizy K. John
    In Proceedings of the 50th IEEE/ACM International Symposium on Microarchitecture (MICRO), Boston, MA, USA, October 2017
    PDF
  2. Rethinking TLB designs in virtualized environments: A very large part-of-memory TLB
    Jeeho Ryoo, Nagendra Gulur, Shuang Song, and Lizy K. John
    In Proceedings of the 44th ACM/IEEE International Symposium on Computer Architecture (ISCA), Toronto, ON, Canada, June 2017
    PDF
  3. SILC-FM: Subblocked InterLeaved Cache-Like Flat Memory Organization
    Jeeho Ryoo, Mitesh R. Meswani, Andreas Prodromou, and Lizy K. John
    In Proceedings of the 23rd IEEE International Symposium on High Performance Computer Architecture (HPCA), Austin, TX, USA, February 2017
    PDF

2016

  1. SILC-FM: Subblocked InterLeaved Cache-Like Flat Memory Organization (Poster Presentation)
    Jee Ho Ryoo Ryoo, Mitesh R. Meswani, Reena Panda, and Lizy K. John
    In Proceedings of 2016 International Conference on Parallel Architecture and Compilation Techniques (PACT), Haifa, Israel, September 2016
  2. Dynamic Core Allocation and Packet Scheduling in Multicore Network Processors
    Muhammad Faisal Iqbal, Jim Holt, Jeeho Ryoo, Gustavo Veciana, and Lizy K. John
    65th IEEE Transactions on Computers, December 2016
    PDF
  3. Proxy-Guided Load Balancing of Graph Processing Workloads on Heterogeneous Clusters
    Shuang Song, Meng Li, Xinnian Zheng, Michael LeBeane, Jeeho Ryoo, Reena Panda, Andreas Gerstlauer, and Lizy K. John
    In Proceedings of the 45th International Conference on Parallel Processing (ICPP), Philadelphia, PA, USA, August 2016
    PDF
  4. Genesys: Automatically generating representative training sets for predictive benchmarking
    Reena Panda, Xinnian Zheng, Shuang Song, Jeeho Ryoo, Michael LeBeane, Andreas Gerstlauer, and Lizy K. John
    In Proceedings of the 24th International Conference on Embedded Computer Systems: Architectures, Modeling and Simulation (SAMOS), Agios Konstantinos, Greece, July 2016
    PDF

2015

  1. Data partitioning strategies for graph workloads on heterogeneous clusters
    Michael LeBeane, Shuang Song, Reena Panda, Jeeho Ryoo, and Lizy K. John
    In Proceedings of the 27th International Conference for High Performance Computing, Networking, Storage and Analysis, Austin, TX, USA, November 2015
    PDF
  2. i-MIRROR: A Software Managed Die-Stacked DRAM-Based Memory Subsystem
    Jeeho Ryoo, Karthik Ganesan, Yao-Min Chen, and Lizy K. John
    In Proceedings of the 27th International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD), Florianopolis, Brazil, October 2015
    PDF
  3. Watt Watcher: Fine-Grained Power Estimation for Emerging Workloads
    Michael LeBeane, Jeeho Ryoo, Reena Panda, and Lizy K. John
    In Proceedings of the 27th International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD), Florianopolis, Brazil, October 2015
    PDF
  4. Performance Characterization of Modern Databases on Out-of-Order CPUs
    Reena Panda, Christopher Erb, Michael LeBeane, Jeeho Ryoo, and Lizy K. John
    In Proceedings of the 27th International Symposium on Computer Architecture and High Performance Computing (SBAC-PAD), Florianopolis, Brazil, October 2015
    PDF
  5. GPGPU Benchmark Suites: How Well Do They Sample the Performance Spectrum?
    Jeeho Ryoo, Saddam J. Quirem, Michael Lebeane, Reena Panda, Shuang Song, and Lizy K. John
    In Proceedings of the 44th International Conference on Parallel Processing, Beijing, China, September 2015
    PDF
  6. PowerTrain: A learning-based calibration of McPAT power models
    Wooseok Lee, Youngchun Kim, Jeeho Ryoo, Dam Sunwoo, Andreas Gerstlauer, and Lizy K. John
    In Proceedings of the 21st IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED), Rome, Italy, July 2015
    PDF

2014

  1. Control flow behavior of cloud workloads
    Jeeho Ryoo, Michael LeBeane, Muhammad Faisal Iqbal, and Lizy K. John
    In Proceedings of the 17th IEEE International Symposium on Workload Characterization (IISWC), Raleigh, NC, USA, October 2014
    PDF

2013

  1. Containment Domains: A Scalable, Efficient, and Flexible Resilience Scheme for Exascale Systems
    Jinsuk Chung, Ikhwan Lee, Michael Sullivan, Jeeho Ryoo, Dong Wan Kim, Doe Hyun Yoon, Larry Kaplan, and Mattan Erez
    Journal of Scientific Programming 2013
    PDF
  2. Flow Migration on Multicore Network Processors: Load Balancing While Minimizing Packet Reordering
    Muhammad Faisal Iqbal, Jim Holt, Jeeho Ryoo, Lizy K. John, and Gustavo de Veciance
    In Proceedings of the 42nd International Conference on Parallel Processing, Lyon, France, October 2013
    PDF

2012

  1. Containment domains: A scalable, efficient, and flexible resilience scheme for exascale systems
    Jinsuk Chung, Ikhwan Lee, Michael Sullivan, Jeeho Ryoo, Dong Wan Kim, Doe Hyun Yoon, Larry Kaplan, and Mattan Erez
    In Proceedings of the 24th International Conference on High Performance Computing, Networking, Storage and Analysis, Salt Lake City, UT, USA, November 2012
    PDF