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ORCIDSungsu Lim
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2020 – today
- 2024
[j18]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: 120664 (2024)- [j17]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): 4729-4743 (2024) - [c16]Jongmin Park, Seunghoon Han, Soohwan Jeong, Sungsu Lim:
Hyperbolic Heterogeneous Graph Attention Networks. WWW (Companion Volume) 2024: 561-564 - [i15]Jongmin Park, Seunghoon Han, Soohwan Jeong, Sungsu Lim:
Hyperbolic Heterogeneous Graph Attention Networks. CoRR abs/2404.09456 (2024) - 2023
- [j16]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: 103937 (2023) - [j15]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: 390-401 (2023) - [j14]Junghoon Kim, Hyun Ji Jeong, Sungsu Lim, Jungeun Kim:
Effective and efficient core computation in signed networks. Inf. Sci. 634: 290-307 (2023) - [j13]Soohwan Jeong, Jongmin Park, Sungsu Lim:
mr2vec: Multiple role-based social network embedding. Pattern Recognit. Lett. 176: 140-146 (2023) - [c15]Seunghoon Han, Sungsoo Kim, Sungsu Lim:
Improved Dynamic Coupled Graph Convolutional Recurrent Networks for Traffic Forecasting. IEEE Big Data 2023: 6159-6161 - [c14]Jeongseon Kim, Sungsoo Kim, Sungsu Lim:
Performance Evaluation of Data Imputation Methods for Graph Deep Learning-Based Traffic Prediction. IEEE Big Data 2023: 6192-6194 - [c13]Dahee Kim, Junghoon Kim, Sungsu Lim, Hyun Ji Jeong:
Exploring Cohesive Subgraphs in Hypergraphs: The (k, g)-core Approach. CIKM 2023: 4013-4017 - [c12]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 - [i14]Bo-Kyeong Kim, Jaemin Kang, Daeun Seo, Hancheol Park, Shinkook Choi, Hyoung-Kyu Song, Hyungshin Kim, Sungsu Lim:
A Unified Compression Framework for Efficient Speech-Driven Talking-Face Generation. CoRR abs/2304.00471 (2023) - [i13]Hwan Kim, Junghoon Kim, Byung Suk Lee, Sungsu Lim:
Deep Semi-supervised Anomaly Detection with Metapath-based Context Knowledge. CoRR abs/2308.10918 (2023) - [i12]Dahee Kim, Junghoon Kim, Sungsu Lim, Hyun Ji Jeong:
Exploring Cohesive Subgraphs in Hypergraphs: The (k, g)-core Approach. CoRR abs/2309.04350 (2023) - 2022
- [j12]Jongmin Park, Sungsu Lim:
LEHAN: Link-Feature Enhanced Heterogeneous Graph Attention Network. IEEE Access 10: 86248-86255 (2022) - [j11]Hwan Kim, Byung Suk Lee, Won-Yong Shin, Sungsu Lim:
Graph Anomaly Detection With Graph Neural Networks: Current Status and Challenges. IEEE Access 10: 111820-111829 (2022) - [j10]Junghoon Kim, Sungsu Lim, Jungeun Kim:
OCSM : Finding overlapping cohesive subgraphs with minimum degree. Inf. Sci. 607: 585-602 (2022) - [j9]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: 253:1-253:79 (2022) - [j8]Junghoon Kim, Jungeun Kim, Hyun Ji Jeong, Sungsu Lim:
LUEM : Local User Engagement Maximization in Networks. Knowl. Based Syst. 255: 109788 (2022) - [c11]Junghoon Kim, Sungsu Lim:
(p, n)-core: Core Decomposition in Signed Networks. DASFAA (1) 2022: 543-551 - [i11]Junghoon Kim, Sungsu Lim, Jungeun Kim:
OCSM : Finding Overlapping Cohesive Subgraphs with Minimum Degree. CoRR abs/2202.03255 (2022) - [i10]Junghoon Kim, Sungsu Lim, Jungeun Kim:
Effective and Efficient Core Decomposition in Signed Networks. CoRR abs/2203.13712 (2022) - [i9]Junghoon Kim, Jungeun Kim, Hyun Ji Jeong, Sungsu Lim:
LUEM : Local User Engagement Maximization in Networks. CoRR abs/2206.05657 (2022) - [i8]Hwan Kim, Byung Suk Lee, Won-Yong Shin, Sungsu Lim:
Graph Anomaly Detection with Graph Neural Networks: Current Status and Challenges. CoRR abs/2209.14930 (2022) - 2021
- [c10]Sangkeun Jung, Sungsu Lim:
Cluster-aware Semantic Vector Learning using BERT in Natural Language Understanding. BigComp 2021: 91-98 - [i7]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 abs/2107.08285 (2021) - [i6]Changwon Seo, Kyeong-Joong Jeong, Sungsu Lim, Won-Yong Shin:
SiReN: Sign-Aware Recommendation Using Graph Neural Networks. CoRR abs/2108.08735 (2021) - 2020
- [c9]Tae Hong Moon, Sungsu Lim:
Meta-Learning on Graph with Curvature-Based Analysis (Student Abstract). AAAI 2020: 13875-13876 - [c8]Yash Satsangi, Sungsu Lim, Shimon Whiteson, Frans A. Oliehoek, Martha White:
Maximizing Information Gain in Partially Observable Environments via Prediction Rewards. AAMAS 2020: 1215-1223 - [c7]Kyuhan Lee, Hyeonsoo Jo, Jihoon Ko, Sungsu Lim, Kijung Shin:
SSumM: Sparse Summarization of Massive Graphs. KDD 2020: 144-154 - [i5]Yash Satsangi, Sungsu Lim, Shimon Whiteson, Frans A. Oliehoek, Martha White:
Maximizing Information Gain in Partially Observable Environments via Prediction Reward. CoRR abs/2005.04912 (2020) - [i4]Kyuhan Lee, Hyeonsoo Jo, Jihoon Ko, Sungsu Lim, Kijung Shin:
SSumM: Sparse Summarization of Massive Graphs. CoRR abs/2006.01060 (2020) - [i3]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 abs/2012.03214 (2020)
2010 – 2019
- 2019
- [j7]Jungeun Kim, Sungsu Lim, Jae-Gil Lee, Byung Suk Lee:
LinkBlackHole**: Robust Overlapping Community Detection Using Link Embedding. IEEE Trans. Knowl. Data Eng. 31(11): 2138-2150 (2019) - [c6]Jungeun Kim, Sungsu Lim, Jae-Gil Lee, Byung Suk Lee:
LinkBlackHole*: Robust Overlapping Community Detection Using Link Embedding (Extended Abstract). ICDE 2019: 2123-2124 - 2018
- [i2]Sungsu Lim, Ajin Joseph, Lei Le, Yangchen Pan, Martha White:
Actor-Expert: A Framework for using Action-Value Methods in Continuous Action Spaces. CoRR abs/1810.09103 (2018) - 2017
- [j6]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): 27:1-27:23 (2017) - 2016
- [c5]Sungsu Lim, Junghoon Kim, Jae-Gil Lee:
BlackHole: Robust community detection inspired by graph drawing. ICDE 2016: 25-36 - 2015
- [c4]Jungeun Kim, Minseo Kang, Sungsu Lim, Jae-Gil Lee:
Triangle counting in networks using a multi-level branching technique. BigComp 2015: 47-50 - 2014
- [j5]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): 431-459 (2014) - [j4]Sungsu Lim, Kyomin Jung, Matthew Andrews:
Stability of the Max-Weight Protocol in Adversarial Wireless Networks. IEEE/ACM Trans. Netw. 22(6): 1859-1872 (2014) - [c3]Sungsu Lim, Seungwoo Ryu, Sejeong Kwon, Kyomin Jung, Jae-Gil Lee:
LinkSCAN*: Overlapping community detection using the link-space transformation. ICDE 2014: 292-303 - 2013
- [j3]Sungsu Lim, Kyomin Jung, John C. S. Lui:
Phase transition of multi-state diffusion process in networks. SIGMETRICS Perform. Evaluation Rev. 41(3): 31-33 (2013) - [c2]Yishi Lin, John C. S. Lui, Kyomin Jung, Sungsu Lim:
Modeling Multi-state Diffusion Process in Complex Networks: Theory and Applications. SITIS 2013: 506-513 - 2012
- [j2]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): 151-160 (2012) - [j1]Byeongyeong Yoo, Jungheum Park, Sungsu Lim, Jewan Bang, Sangjin Lee:
A study on multimedia file carving method. Multim. Tools Appl. 61(1): 243-261 (2012) - [c1]Sungsu Lim, Kyomin Jung, Matthew Andrews:
Stability of the Max-Weight protocol in adversarial wireless networks. INFOCOM 2012: 1251-1259 - [i1]Sungsu Lim, Kyomin Jung, Matthew Andrews:
Stability of the Max-Weight Protocol in Adversarial Wireless Networks. CoRR abs/1201.3066 (2012)
Coauthor Index
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