Sunghun Kim

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 23

Top Topics

Recommender Systems

Top Venues

Empir. Softw. Eng.

Publications

Juyong Jiang, Binqing Wu, Ling Chen, Kai Zhang, Sunghun Kim
Enhancing the Robustness via Adversarial Learning and Joint Spatial-Temporal Embeddings in Traffic Forecasting. CIKM (2023)
Dahyun Kim, Chanjun Park, Sanghoon Kim, Wonsung Lee, Wonho Song, Yunsu Kim, Hyeonwoo Kim, Yungi Kim, Hyeonju Lee, Jihoo Kim, Changbae Ahn, Seonghoon Yang, Sukyung Lee, Hyunbyung Park, Gyoungjin Gim, Mikyoung Cha, Hwalsuk Lee, Sunghun Kim
SOLAR 10.7B: Scaling Large Language Models with Simple yet Effective Depth Up-Scaling. CoRR (2023)
Peiyan Zhang, Yuchen Yan, Chaozhuo Li, Senzhang Wang, Xing Xie, Guojie Song, Sunghun Kim
Continual Learning on Dynamic Graphs via Parameter Isolation. CoRR (2023)
Peiyan Zhang, Jiayan Guo, Chaozhuo Li, Yueqi Xie, Jaeboum Kim, Yan Zhang, Xing Xie, Haohan Wang, Sunghun Kim
Efficiently Leveraging Multi-level User Intent for Session-based Recommendation via Atten-Mixer Network. WSDM (2023)
Peiyan Zhang, Sunghun Kim
A Survey on Incremental Update for Neural Recommender Systems. CoRR (2023)
Peilin Zhou, Qichen Ye, Yueqi Xie, Jingqi Gao, Shoujin Wang, Jae Boum Kim, Chenyu You, Sunghun Kim
Attention Calibration for Transformer-based Sequential Recommendation. CIKM (2023)
Yueqi Xie, Jingqi Gao, Peilin Zhou, Qichen Ye, Yining Hua, Jaeboum Kim, Fangzhao Wu, Sunghun Kim
Rethinking Multi-Interest Learning for Candidate Matching in Recommender Systems. CoRR (2023)
Yueqi Xie, Jingqi Gao, Peilin Zhou, Qichen Ye, Yining Hua, Jae Boum Kim, Fangzhao Wu, Sunghun Kim
Rethinking Multi-Interest Learning for Candidate Matching in Recommender Systems. RecSys (2023)
Renjie Pi, Weizhong Zhang, Yueqi Xie, Jiahui Gao, Xiaoyu Wang, Sunghun Kim, Qifeng Chen
DYNAFED: Tackling Client Data Heterogeneity with Global Dynamics. CoRR (2022)
Jiayan Guo, Peiyan Zhang, Chaozhuo Li, Xing Xie, Yan Zhang, Sunghun Kim
Evolutionary Preference Learning via Graph Nested GRU ODE for Session-based Recommendation. CoRR (2022)
Jiayan Guo, Peiyan Zhang, Chaozhuo Li, Xing Xie, Yan Zhang, Sunghun Kim
Evolutionary Preference Learning via Graph Nested GRU ODE for Session-based Recommendation. CIKM (2022)
Yueqi Xie, Peilin Zhou, Sunghun Kim
Decoupled Side Information Fusion for Sequential Recommendation. CoRR (2022)
Juyong Jiang, Binqing Wu, Ling Chen, Sunghun Kim
Dynamic Adaptive and Adversarial Graph Convolutional Network for Traffic Forecasting. CoRR (2022)
Peiyan Zhang, Jiayan Guo, Chaozhuo Li, Yueqi Xie, Jaeboum Kim, Yan Zhang, Xing Xie, Haohan Wang, Sunghun Kim
Efficiently Leveraging Multi-level User Intent for Session-based Recommendation via Atten-Mixer Network. CoRR (2022)
Juyong Jiang, Jae Boum Kim, Yingtao Luo, Kai Zhang, Sunghun Kim
AdaMCT: Adaptive Mixture of CNN-Transformer for Sequential Recommendation. CoRR (2022)
Yueqi Xie, Weizhong Zhang, Renjie Pi, Fangzhao Wu, Qifeng Chen, Xing Xie, Sunghun Kim
Robust Federated Learning against both Data Heterogeneity and Poisoning Attack via Aggregation Optimization. CoRR (2022)
Yueqi Xie, Peilin Zhou, Sunghun Kim
Decoupled Side Information Fusion for Sequential Recommendation. SIGIR (2022)
Peilin Zhou, Jingqi Gao, Yueqi Xie, Qichen Ye, Yining Hua, Sunghun Kim
Equivariant Contrastive Learning for Sequential Recommendation. CoRR (2022)
Juyong Jiang, Yingtao Luo, Jae Boum Kim, Kai Zhang, Sunghun Kim
Sequential Recommendation with Bidirectional Chronological Augmentation of Transformer. CoRR (2021)
Youngjoo Woo, Sunghun Kim, Cheolgi Kim, Euiseong Seo
Catnap: A Backoff Scheme for Kernel Spinlocks in Many-Core Systems. IEEE Access 8 (2020)
Jindae Kim, Jeongho Kim, Eunseok Lee, Sunghun Kim
The effectiveness of context-based change application on automatic program repair. Empir. Softw. Eng. 25 (1) (2020)
Jindae Kim, Sunghun Kim
Automatic patch generation with context-based change application. Empir. Softw. Eng. 24 (6) (2019)
Zhenhui Peng, Jeehoon Yoo, Meng Xia, Sunghun Kim, Xiaojuan Ma
Exploring How Software Developers Work with Mention Bot in GitHub. CCHI (2018)
Myongho Yi, Sam Gyun Oh, Sunghun Kim
Comparison of social media use for the U.S. and the Korean governments. Gov. Inf. Q. 30 (3) (2013)
Sunghun Kim, Myungln Ji, Joong Sao Ma
Call capacity model and QoS routing algorithms on multi-channel multi-radio wireless meshes. APCC (2012)