Sungsu Lim

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 39

Top Topics

Community Detection

Continuous Action

Top Venues

Publications

Dahee Kim, Song Kim, Jeongseon Kim, Junghoon Kim, Kaiyu Feng, Sungsu Lim, Jungeun Kim
Experimental analysis and evaluation of cohesive subgraph discovery. Inf. Sci. 672 (2024)
Jongmin Park, Seunghoon Han, Soohwan Jeong, Sungsu Lim
Hyperbolic Heterogeneous Graph Attention Networks. CoRR (2024)
Changwon Seo, Kyeong-Joong Jeong, Sungsu Lim, Won-Yong Shin
SiReN: Sign-Aware Recommendation Using Graph Neural Networks. IEEE Trans. Neural Networks Learn. Syst. 35 (4) (2024)
Jongmin Park, Seunghoon Han, Soohwan Jeong, Sungsu Lim
Hyperbolic Heterogeneous Graph Attention Networks. WWW (Companion Volume) (2024)
Jeongseon Kim, Sungsoo Kim, Sungsu Lim
Performance Evaluation of Data Imputation Methods for Graph Deep Learning-Based Traffic Prediction. BigData (2023)
Samuel Neumann, Sungsu Lim, Ajin George Joseph, Yangchen Pan, Adam White, Martha White
Greedy Actor-Critic: A New Conditional Cross-Entropy Method for Policy Improvement. ICLR (2023)
Hwan Kim, Junghoon Kim, Byung Suk Lee, Sungsu Lim
Deep Semi-supervised Anomaly Detection with Metapath-based Context Knowledge. CoRR (2023)
Soohwan Jeong, Chonghyo Joo, Jongkoo Lim, Hyungtae Cho, Sungsu Lim, Junghwan Kim
A novel graph-based missing values imputation method for industrial lubricant data. Comput. Ind. 150 (2023)
Bo-Kyeong Kim, Jaemin Kang, Daeun Seo, Hancheol Park, Shinkook Choi, Hyungshin Kim, Sungsu Lim
A Unified Compression Framework for Efficient Speech-Driven Talking-Face Generation. CoRR (2023)
Seunghoon Han, Sungsoo Kim, Sungsu Lim
Improved Dynamic Coupled Graph Convolutional Recurrent Networks for Traffic Forecasting. BigData (2023)
Jongmin Park, Soohwan Jeong, Byung Suk Lee, Sungsu Lim
MIGTNet: Metapath Instance-based Graph Transformation Network for heterogeneous graph embedding. Future Gener. Comput. Syst. 149 (2023)
Dahee Kim, Junghoon Kim, Sungsu Lim, Hyun Ji Jeong
Exploring Cohesive Subgraphs in Hypergraphs: The (k, g)-core Approach. CoRR (2023)
Dahee Kim, Junghoon Kim, Sungsu Lim, Hyun Ji Jeong
Exploring Cohesive Subgraphs in Hypergraphs: The (k, g)-core Approach. CIKM (2023)
Soohwan Jeong, Jongmin Park, Sungsu Lim
mr2vec: Multiple role-based social network embedding. Pattern Recognit. Lett. 176 (2023)
Junghoon Kim, Hyun Ji Jeong, Sungsu Lim, Jungeun Kim
Effective and efficient core computation in signed networks. Inf. Sci. 634 (2023)
Junghoon Kim, Sungsu Lim, Jungeun Kim
Effective and Efficient Core Decomposition in Signed Networks. CoRR (2022)
Junghoon Kim, Sungsu Lim, Jungeun Kim
OCSM : Finding overlapping cohesive subgraphs with minimum degree. Inf. Sci. 607 (2022)
Jongmin Park, Sungsu Lim
LEHAN: Link-Feature Enhanced Heterogeneous Graph Attention Network. IEEE Access 10 (2022)
Junghoon Kim, Sungsu Lim, Jungeun Kim
OCSM : Finding Overlapping Cohesive Subgraphs with Minimum Degree. CoRR (2022)
Junghoon Kim, Jungeun Kim, Hyun Ji Jeong, Sungsu Lim
LUEM : Local User Engagement Maximization in Networks. Knowl. Based Syst. 255 (2022)
Junghoon Kim, Sungsu Lim
(p, n)-core: Core Decomposition in Signed Networks. DASFAA (1) (2022)
Hwan Kim, Byung Suk Lee, Won-Yong Shin, Sungsu Lim
Graph Anomaly Detection With Graph Neural Networks: Current Status and Challenges. IEEE Access 10 (2022)
Junghoon Kim, Jungeun Kim, Hyun Ji Jeong, Sungsu Lim
LUEM : Local User Engagement Maximization in Networks. CoRR (2022)
Alan Chan, Hugo Silva, Sungsu Lim, Tadashi Kozuno, A. Rupam Mahmood, Martha White
Greedification Operators for Policy Optimization: Investigating Forward and Reverse KL Divergences. J. Mach. Learn. Res. 23 (2022)
Hwan Kim, Byung Suk Lee, Won-Yong Shin, Sungsu Lim
Graph Anomaly Detection with Graph Neural Networks: Current Status and Challenges. CoRR (2022)
Alan Chan, Hugo Silva, Sungsu Lim, Tadashi Kozuno, A. Rupam Mahmood, Martha White
Greedification Operators for Policy Optimization: Investigating Forward and Reverse KL Divergences. CoRR (2021)
Sangkeun Jung, Sungsu Lim
Cluster-aware Semantic Vector Learning using BERT in Natural Language Understanding. BigComp (2021)
Changwon Seo, Kyeong-Joong Jeong, Sungsu Lim, Won-Yong Shin
SiReN: Sign-Aware Recommendation Using Graph Neural Networks. CoRR (2021)
Tae Hong Moon, Sungsu Lim
Meta-Learning on Graph with Curvature-Based Analysis (Student Abstract). AAAI (2020)
Jin-Woo Lee, Jaehoon Oh, Sungsu Lim, Se-Young Yun, Jae-Gil Lee
TornadoAggregate: Accurate and Scalable Federated Learning via the Ring-Based Architecture. CoRR (2020)
Yash Satsangi, Sungsu Lim, Shimon Whiteson, Frans A. Oliehoek, Martha White
Maximizing Information Gain in Partially Observable Environments via Prediction Rewards. AAMAS (2020)
Kyuhan Lee, Hyeonsoo Jo, Jihoon Ko, Sungsu Lim, Kijung Shin
SSumM: Sparse Summarization of Massive Graphs. CoRR (2020)
Yash Satsangi, Sungsu Lim, Shimon Whiteson, Frans A. Oliehoek, Martha White
Maximizing Information Gain in Partially Observable Environments via Prediction Reward. CoRR (2020)
Kyuhan Lee, Hyeonsoo Jo, Jihoon Ko, Sungsu Lim, Kijung Shin
SSumM: Sparse Summarization of Massive Graphs. KDD (2020)
Jungeun Kim, Sungsu Lim, Jae-Gil Lee, Byung Suk Lee
*: Robust Overlapping Community Detection Using Link Embedding. IEEE Trans. Knowl. Data Eng. 31 (11) (2019)
Jungeun Kim, Sungsu Lim, Jae-Gil Lee, Byung Suk Lee
LinkBlackHole*: Robust Overlapping Community Detection Using Link Embedding (Extended Abstract). ICDE (2019)
Sungsu Lim, Ajin Joseph, Lei Le, Yangchen Pan, Martha White
Actor-Expert: A Framework for using Action-Value Methods in Continuous Action Spaces. CoRR (2018)
Jungeun Kim, Jae-Gil Lee, Sungsu Lim
Differential Flattening: A Novel Framework for Community Detection in Multi-Layer Graphs. ACM Trans. Intell. Syst. Technol. 8 (2) (2017)
Sungsu Lim, Junghoon Kim, Jae-Gil Lee
BlackHole: Robust community detection inspired by graph drawing. ICDE (2016)
Jungeun Kim, Minseo Kang, Sungsu Lim, Jae-Gil Lee
Triangle counting in networks using a multi-level branching technique. BigComp (2015)
Sungsu Lim, Seungwoo Ryu, Sejeong Kwon, Kyomin Jung, Jae-Gil Lee
LinkSCAN*: Overlapping community detection using the link-space transformation. ICDE (2014)
Yishi Lin, John C. S. Lui, Kyomin Jung, Sungsu Lim
Modelling multi-state diffusion process in complex networks: theory and applications. J. Complex Networks 2 (4) (2014)
Sungsu Lim, Kyomin Jung, Matthew Andrews
Stability of the Max-Weight Protocol in Adversarial Wireless Networks. IEEE/ACM Trans. Netw. 22 (6) (2014)
Sungsu Lim, Kyomin Jung, John C. S. Lui
Phase transition of multi-state diffusion process in networks. SIGMETRICS Perform. Evaluation Rev. 41 (3) (2013)
Yishi Lin, John C. S. Lui, Kyomin Jung, Sungsu Lim
Modeling Multi-state Diffusion Process in Complex Networks: Theory and Applications. SITIS (2013)
Byeongyeong Yoo, Jungheum Park, Sungsu Lim, Jewan Bang, Sangjin Lee
A study on multimedia file carving method. Multim. Tools Appl. 61 (1) (2012)
Sungsu Lim, Kyomin Jung, Matthew Andrews
Stability of the Max-Weight protocol in adversarial wireless networks. INFOCOM (2012)
Sungsu Lim, Byeongyeong Yoo, Jungheum Park, KeunDuck Byun, Sangjin Lee
A research on the investigation method of digital forensics for a VMware Workstation's virtual machine. Math. Comput. Model. 55 (1-2) (2012)
Sungsu Lim, Kyomin Jung, Matthew Andrews
Stability of the Max-Weight Protocol in Adversarial Wireless Networks CoRR (2012)