Sangho Yeo

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 10

Top Topics

Buffer Management

Reinforcement Learning

Weakly Supervised

Top Venues

Concurr. Comput. Pract. Exp.

Publications

Sangho Yeo, Minho Bae, Minjoong Jeong, Oh-Kyoung Kwon, Sangyoon Oh
Crossover-SGD: A gossip-based communication in distributed deep learning for alleviating large mini-batch problem and enhancing scalability. Concurr. Comput. Pract. Exp. 35 (15) (2023)
Juwon Park, Daegun Yoon, Sangho Yeo, Sangyoon Oh
AMBLE: Adjusting mini-batch and local epoch for federated learning with heterogeneous devices. J. Parallel Distributed Comput. 170 (2022)
Seungjun Lee, Daegun Yoon, Sangho Yeo, Sangyoon Oh
Mitigating Cold Start Problem in Serverless Computing with Function Fusion. Sensors 21 (24) (2021)
Minho Bae, Sangho Yeo, Gyudong Park, Sangyoon Oh
Novel data-placement scheme for improving the data locality of Hadoop in heterogeneous environments. Concurr. Comput. Pract. Exp. 33 (18) (2021)
Sangho Yeo, Sangyoon Oh, Min Su Lee
Accelerated deep reinforcement learning with efficient demonstration utilization techniques. World Wide Web 24 (4) (2021)
Sangho Yeo, Seungjun Lee, Boreum Choi, Sangyoon Oh
Integrate multi-agent simulation environment and multi-agent reinforcement learning (MARL) for real-world scenario. ICTC (2020)
Sangho Yeo, Minho Bae, Minjoong Jeong, Oh-Kyoung Kwon, Sangyoon Oh
Crossover-SGD: A gossip-based communication in distributed deep learning for alleviating large mini-batch problem and enhancing scalability. CoRR (2020)
Sangho Yeo, Sangyoon Oh, Min Su Lee
Accelerating Deep Reinforcement Learning Using Human Demonstration Data Based on Dual Replay Buffer Management and Online Frame Skipping. BigComp (2019)
Minho Bae, Minjoong Jeong, Sangho Yeo, Sangyoon Oh, Oh-Kyoung Kwon
I/O Performance Evaluation of Large-Scale Deep Learning on an HPC System. HPCS (2019)
Minsub Kim, Minho Bae, Sangho Yeo, Gyudong Park, Sangyoon Oh
Decentralized Message Broker Federation Architecture with Multiple DHT Rings for High Survivability. ICCSA (5) (2018)