Sean Choi

23 papers A* 3A 1C 1Misc 1Journal 5Unranked 12
YearRankTypeTitle / Venue / Authors
2025 J jnl
Clip-Low Increases Entropy and Clip-High Decreases Entropy in Reinforcement Learning of Large Language Models.
CoRR
Jaesung R. Park, Junsu Kim, Gyeongman Kim, Jinyoung Jo, Sean Choi, Jaewoong Cho, Ernest K. Ryu
2025 — conf
Large Language Models Exhibit Limited Reasoning Ability on Coding Problems.
IJCNLP-AACL (Short Papers)
Jinyoung Jo, Jonah Engelmann, Sean Choi
2025 J jnl
ML-NIC: accelerating machine learning inference using smart network interface cards.
Frontiers Comput. Sci.
Raghav Kapoor, David C. Anastasiu, Sean Choi
2025 — conf
NICTokenizer: Tokenizer offload to a SmartNIC.
SIGCOMM (Posters and Demos)
Shaunak Galvankar, Sudarshan Mehta, Sean Choi
2024 J jnl
FedNIC: enhancing privacy-preserving federated learning via homomorphic encryption offload on SmartNIC.
Frontiers Comput. Sci.
Sean Choi, Disha Patel, Diman Zad Tootaghaj, Lianjie Cao, Faraz Ahmed, Puneet Sharma
2024 Misc conf
Netcastle: Network Infrastructure Testing At Scale.
NSDI
Rob Sherwood, Jinghao Shi, Ying Zhang, Neil Spring, Srikanth Sundaresan, Jasmeet Bagga, Prathyusha Peddi, Vineela Kukkadapu, Rashmi Shrivastava, Manikantan K., Pavan Patil, Srikrishna Gopu, Varun Varadan, Ethan Shi, Hany Morsy, Yuting Bu, Renjie Yang, Rasmus Jonsson, Wei Zhang, Jesus Jussepen Arredondo, Diana Saha, Sean Choi
2024 — conf
ProtectNIC: SmartNIC-based Ransomware Detection.
SVCC
Anson Xu, Arnav Choudhury, Eason Liu, Sean Choi
2023 — conf
BlockNIC: SmartNIC assisted Blockchain.
SVCC
Eish Kapoor, Gavin Jampani, Sean Choi
2023 — conf
SmartNIC-Powered Multi-threaded Proof of Work.
BCCA
Disha Patel, Sean Choi
2022 C conf
Riley: An Inside-Out Network.
HPSR
Sean Choi
2020 A conf
λ-NIC: Interactive Serverless Compute on Programmable SmartNICs.
ICDCS
Sean Choi, Muhammad Shahbaz, Balaji Prabhakar, Mendel Rosenblum
2019 — conf
Toward Scalable Replication Systems with Predictable Tails Using Programmable Data Planes.
APNet
Sean Choi, Seo Jin Park, Muhammad Shahbaz, Balaji Prabhakar, Mendel Rosenblum
2019 J jnl
λ-NIC: Interactive Serverless Compute on Programmable SmartNICs.
CoRR
Sean Choi, Muhammad Shahbaz, Balaji Prabhakar, Mendel Rosenblum
2019 — conf
λ-NIC: Interactive Serverless Compute on SmartNICs.
SIGCOMM Posters and Demos
Sean Choi, Muhammad Shahbaz, Balaji Prabhakar, Mendel Rosenblum
2018 A* conf
FBOSS: building switch software at scale.
SIGCOMM
Sean Choi, Boris Burkov, Alex Eckert, Tian Fang, Saman Kazemkhani, Rob Sherwood, Ying Zhang, Hongyi Zeng
2018 — conf
P4Guard: Designing P4 Based Firewall.
MILCOM
Rakesh Datta, Sean Choi, Anurag Chowdhary, Younghee Park
2017 — conf
AppSwitch: Application-layer Load Balancing within a Software Switch.
APNet
Eyal Cidon, Sean Choi, Sachin Katti, Nick McKeown
2017 — conf
PVPP: A Programmable Vector Packet Processor.
SOSR
Sean Choi, Xiang Long, Muhammad Shahbaz, Skip Booth, Andy Keep, John Marshall, Changhoon Kim
2017 — conf
The Case for a Flexible Low-Level Backend for Software Data Planes.
APNet
Sean Choi, Xiang Long, Muhammad Shahbaz, Skip Booth, Andy Keep, John Marshall, Changhoon Kim
2016 A* conf
PISCES: A Programmable, Protocol-Independent Software Switch.
SIGCOMM
Muhammad Shahbaz, Sean Choi, Ben Pfaff, Changhoon Kim, Nick Feamster, Nick McKeown, Jennifer Rexford
2015 A* conf
Interactive Cloud Experimentation for Biology: An Online Education Case Study.
CHI
Zahid Hossain, Xiaofan Jin, Engin W. Bumbacher, Alice M. Chung, Stephen Koo, Jordan D. Shapiro, Cynthia Y. Truong, Sean Choi, Nathan D. Orloff, Paulo Blikstein, Ingmar H. Riedel-Kruse
2014 — conf
The Browsemaps: Collaborative Filtering at LinkedIn.
RSWeb@RecSys
Lili Wu, Sam Shah, Sean Choi, Mitul Tiwari, Christian Posse
2012 J jnl
Stochastic Kronecker Graph on Vertex-Centric BSP
CoRR
Ernest K. Ryu, Sean Choi