Byungsoo Jeon

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 14

Top Topics

University Courses

Top Venues

Publications

Byungsoo Jeon, Mengdi Wu, Shiyi Cao, Sunghyun Kim, Sunghyun Park, Neeraj Aggarwal, Colin Unger, Daiyaan Arfeen, Peiyuan Liao, Xupeng Miao, Mohammad Alizadeh, Gregory R. Ganger, Tianqi Chen, Zhihao Jia
GraphPipe: Improving Performance and Scalability of DNN Training with Graph Pipeline Parallelism. CoRR (2024)
Byungsoo Jeon, Sunghyun Park, Peiyuan Liao, Sheng Xu, Tianqi Chen, Zhihao Jia
Collage: Seamless Integration of Deep Learning Backends with Automatic Placement. PACT (2022)
Sunghyun Park, Salar Latifi, Yongjun Park, Armand Behroozi, Byungsoo Jeon, Scott A. Mahlke
SRTuner: Effective Compiler Optimization Customization by Exposing Synergistic Relations. CGO (2022)
Byungsoo Jeon, Sunghyun Park, Peiyuan Liao, Sheng Xu, Tianqi Chen, Zhihao Jia
Collage: Automated Integration of Deep Learning Backends. CoRR (2021)
Byungsoo Jeon, Namyong Park, Seojin Bang
Dropout Prediction over Weeks in MOOCs via Interpretable Multi-Layer Representation Learning. CoRR (2020)
Byungsoo Jeon, Namyong Park
Dropout Prediction over Weeks in MOOCs by Learning Representations of Clicks and Videos. CoRR (2020)
Byungsoo Jeon, Eyal Shafran, Luke Breitfeller, Jason Levin, Carolyn Penstein Rosé
Time-series Insights into the Process of Passing or Failing Online University Courses using Neural-Induced Interpretable Student States. EDM (2019)
Byungsoo Jeon, Eyal Shafran, Luke Breitfeller, Jason Levin, Carolyn Penstein Rosé
Time-series Insights into the Process of Passing or Failing Online University Courses using Neural-Induced Interpretable Student States. CoRR (2019)
Yohan Jo, Shivani Poddar, Byungsoo Jeon, Qinlan Shen, Carolyn Penstein Rosé, Graham Neubig
Attentive Interaction Model: Modeling Changes in View in Argumentation. CoRR (2018)
Yohan Jo, Shivani Poddar, Byungsoo Jeon, Qinlan Shen, Carolyn Penstein Rosé, Graham Neubig
Attentive Interaction Model: Modeling Changes in View in Argumentation. NAACL-HLT (2018)
Byungsoo Jeon, Chanju Kim, Adrian Kim, Dongwon Kim, Jangyeon Park, JungWoo Ha
Music Emotion Recognition via End-to-End Multimodal Neural Networks. RecSys Posters (2017)
Byungsoo Jeon, Inah Jeon, Lee Sael, U Kang
SCouT: Scalable coupled matrix-tensor factorization - algorithm and discoveries. ICDE (2016)
Namyong Park, Byungsoo Jeon, Jungwoo Lee, U Kang
BIGtensor: Mining Billion-Scale Tensor Made Easy. CIKM (2016)
Byungsoo Jeon, Inah Jeon, U Kang
TeGViz: Distributed Tera-Scale Graph Generation and Visualization. ICDM Workshops (2015)