* I am the corresponding author of the underlined papers. This means that I am responsible for the main contribution of those papers.
2021 - An In-Depth Analysis of Distributed Training of Deep Neural Networks
Yunyong Ko, Kibong Choi, Jiwon Seo*, and Sang-Wook Kim
In Proceedings of IEEE International Parallel & Distributed Processing Symposium (IPDPS), 2021 (to appear)
2020 - Convergence-Aware Neural Network Training
Hyungjun Oh, Yongseung Yu, Giha Ryu, Gunjoo Ahn, Yuri Jeong, Yongjun Park, and Jiwon Seo*
In Proceedings of the Design Automation Conference (DAC), 2020 - AniFilter: Parallel and Failure-Atomic Cuckoo Filter for Non-Volatile Memories
Hyungjun Oh, Bongki Cho, Changdae Kim, Heejin Park, and Jiwon Seo*
In Proceedings of the European Conference on Computer Systems (EuroSys), 2020 - Robust Quantization of Deep Neural Networks
Youngseok Kim, Junyeol Lee, Younghoon Kim, and Jiwon Seo*
In Proceedings of the International Conference on Compiler Construction (CC), 2020 - B3-Tree: Byte-Addressable Binary B-Tree for Persistent Memory
Hokeun Cha , Moohyeon Nam, Kibeom Jin, Jiwon Seo, and Beomseok Nam
ACM Transaction on Storage, 2020 - Detection of Rapidly Spreading Hashtags via Social Networks
Younghoon Kim and Jiwon Seo
IEEE Access, 2020
2019
- Pre-Select Static Caching and Neighborhood Orderingfor BFS-like Algorithms on Disk-based Graph Engines
Eunjae Lee, Junghyun Kim, Keunhak Lim, Sam H. Noh, and Jiwon Seo*
In Proceedings of the 2019 USENIX Annual Technical Conference (USENIX ATC), 2019 - DASH: Database Shadowing for Mobile DBMS
Youjip Won, Sundoo Kim, Juseong Yun, Dam Quang Tuan, and Jiwon Seo
In Proceedings of the International Conference on Very Large Data Bases (VLDB), 2019
2018 or before - Improving Parallel Performance of Graph Algorithms on Graph Processing Systems
Keunhak Lim, Junghyun Kim and Jiwon Seo*
In Symposium on Operating Systems Principles (Poster), Oct 2017 - Identifying Anomalies and Fraud in Medicare-B Dataset
Jiwon Seo* and Offer Mendelevitch
In IEEE Engineering in Medicine and Biology Society, July 2017 - ThingTalk: A Distributed Language for a Social Internet of Things
Giovanni Campagna, Jiwon Seo, Michael Fischer and Monica S. Lam
Work in progress - SociaLite: An Efficient Graph Query Language Based on Datalog
Jiwon Seo, Stephen Guo, and Monica S. Lam
In IEEE Transactions on Knowledge and Data Engineering, February 2015. - Distributed SociaLite: A Datalog-based Language for Large-Scale Graph Analysis
Jiwon Seo, Jongsoo Park, Jaeho Shin, and Monica S. Lam
In Proceedings of the 39th International Conference on Very Large Data Bases,
Hangzhou, China, September 2014. - Navigating the Maze of Graph Analytics Frameworks using Massive Graph Datasets
Nadathur Satish, Narayanan Sundaram, Mostofa Patwary, Jiwon Seo, Jongsoo Park, Muhammad Hassaan, Shubho Sengupta, Zhaoming Yin, Pradeep Dubey
In Proceedings of the ACM SIGMOD International Conference on Management of Data,
Snowbird, Utah, USA, June 2014. - SociaLite: Datalog Extensions for Efficient Social Network Analysis
Jiwon Seo, Stephen Guo, and Monica S. Lam
In Proceedings of the 29th IEEE International Conference on Data Engineering,
Brisbane, Australia, April 2013. - PrPl: a Decentralized Social Networking Infrastructure
Seok-Won Seong, Jiwon Seo, Matthew Nasielski, Debangsu Sengupta, Sudheendra Hangal, Seng Keat Teh, Ruven Chu, Ben Dodson, and Monica S. Lam
In Proceedings of the 1st International Workshop on Mobile Cloud Computing & Services: Social Networks and Beyond
(Invited Paper) Held in conjunction with Mobisys 2010, San Francisco, June 2010. - InvisiType: Object-Oriented Security Policies
Jiwon Seo and Monica S. Lam
In Proceedings of the 17th Annual Network and Distributed System Security Symposium,
San Diego, February 2010. - ASeD: Availability, Security, and Debugging Support using Transactional Memory
JaeWoong Chung, Woongki Baek, Nathan G.Bronson, Jiwon Seo, Christos Kozyrakis, and Kunle Olukotun
In the Proceedings of the 20th ACM Symposium on Parallelism Architectures and Algorithms (SPAA), Jun. 2008 (Poster).- Improving Software Concurrency with Hardware-assisted Memory Snapshot
JaeWoong Chung, Jiwon Seo, Woongki Baek, Chi Cao Minh, Austen McDonald, Christos Kozyrakis, and Kunle Olukotun
In the Proceedings of the 20th ACM Symposium on Parallelism Architectures and Algorithms (SPAA), Jun. 2008 (Poster).
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