Publications

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https://scholar.google.com/citations?user=AEJSH4UAAAAJ&hl=en

Selected Recent Publications in CS Conferences and Journals
  • [VLDB 2025] “Nitro: Boosting Distributed Reinforcement Learning with Serverless Computing,” Hanfei Yu, Jacob Carter, Hao Wang, Devesh Tiwari, Jian Li, Seung-Jong Park, accepted in the 51st International Conference on Very Large Data Bases (VLDB), London, United Kingdom – September 1-5, 2025.
  • [SC 2024] “Stellaris: Staleness-aware Distributed Reinforcement Learning with Serverless Computing,” Hanfei Yu, Hao Wang, Devesh Tiwari, Jian Li, Seung-Jong Park, ACM SC ’24: Proceedings of the International Conference for High Performance Computing, Networking, Storage and Analysis, Atlanta, GA, 2024.
  • [ASPLOS 2024] “RainbowCake: Mitigating Cold-starts in Serverless with Layer-wise Container Caching and Sharing,” Hanfei Yu, Rohan Basu Roy, Christian Fontenot, Devesh Tiwari, Jian Li, Hong Zhang, Hao Wang, and Seung-Jong Park, In Proceedings of the ACM Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) 2024.
  • [WWW 2022] “Accelerating Serverless Computing by Harvesting Idle Resources”, Hanfei Yu, Hao Wang, Jian Li, Xu Yuan, Seung-Jong Park, in the proceeding of the ACM WEB (formerly known as International World Wide Web Conference) 2022, Lyon, France, April 2022. DOI: https://dl.acm.org/doi/10.1145/3485447.3511979
  • [BigData 2020] “Distributed de novo assembler for large-scale long-read datasets,” Sayan Goswami, Kisung Lee, and Seung-Jong Park, in the proceeding of the IEEE International Conference on Big Data, Dec., 2020.
  • [BMC Genomics 2019] “A hybrid and scalable error correction algorithm for indel and substitution errors of long reads,” Das, A.K., Goswami, S., Lee, K., Park, S.-J, BMC Genomics 20, 948, 2019, https://doi.org/10.1186/s12864-019-6286-9.
  • [MICCAI 2018] “Deep Generative Breast Cancer Screening and Diagnosis,” Shayan Shams, Richard Platania, Jian Zhang, Joohyun Kim, Seung-Jong Park, in the proceeding of the 21st International Conference on Medical Image Computing & Computer Assisted Intervention (MICCAI), Granada, Spain, 2018.
  • [IPDPS 2018] “GPU-Accelerated Large-Scale Genome Assembly,” Sayan Goswami, Kisung Lee, Shayan Shams and Seung-Jong Park, in the proceeding of IEEE International Parallel & Distributed Processing Symposium (IPDPS), 2018, Vancouver, Canada.