Dongwoo Kim

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 35

Top Topics

String Matching

Spectral Clustering

Top Venues

Publications

Shouheng Li, Dongwoo Kim, Qing Wang
Generalization of Graph Neural Networks through the Lens of Homomorphism. CoRR (2024)
Saemi Moon, Seunghyuk Cho, Dongwoo Kim
Feature Unlearning for Pre-trained GANs and VAEs. AAAI (2024)
Zhenyue Qin, Yang Liu, Pan Ji, Dongwoo Kim, Lei Wang, Robert I. McKay, Saeed Anwar, Tom Gedeon
Fusing Higher-Order Features in Graph Neural Networks for Skeleton-Based Action Recognition. IEEE Trans. Neural Networks Learn. Syst. 35 (4) (2024)
Shouheng Li, Dongwoo Kim, Qing Wang
Restructuring Graph for Higher Homophily via Adaptive Spectral Clustering. AAAI (2023)
Shouheng Li, Dongwoo Kim, Qing Wang
Local Vertex Colouring Graph Neural Networks. ICML (2023)
Shouheng Li, Dongwoo Kim, Qing Wang
Restructuring Graph for Higher Homophily via Learnable Spectral Clustering. CoRR (2022)
Zhenyue Qin, Pan Ji, Dongwoo Kim, Yang Liu, Saeed Anwar, Tom Gedeon
Strengthening Skeletal Action Recognizers via Leveraging Temporal Patterns. ECCV Workshops (5) (2022)
Zhenyue Qin, Dongwoo Kim, Yang Liu, Saeed Anwar, Tom Gedeon
Strengthening Skeletal Action Recognizers via Leveraging Temporal Patterns. CoRR (2022)
Zhenyue Qin, Yang Liu, Madhawa Perera, Tom Gedeon, Pan Ji, Dongwoo Kim, Saeed Anwar
ANUBIS: Skeleton Action Recognition Dataset, Review, and Benchmark. CoRR (2022)
Yang Liu, Zhenyue Qin, Saeed Anwar, Pan Ji, Dongwoo Kim, Sabrina B. Caldwell, Tom Gedeon
Invertible Denoising Network: A Light Solution for Real Noise Removal. CoRR (2021)
Zhenyue Qin, Dongwoo Kim, Tom Gedeon
Informative Class Activation Maps. CoRR (2021)
Yang Liu, Zhenyue Qin, Saeed Anwar, Pan Ji, Dongwoo Kim, Sabrina B. Caldwell, Tom Gedeon
Invertible Denoising Network: A Light Solution for Real Noise Removal. CVPR (2021)
Myeonghyeon Kim, Zhenyue Qin, Yang Liu, Dongwoo Kim
Anonymization for Skeleton Action Recognition. CoRR (2021)
Zhenyue Qin, Yang Liu, Pan Ji, Dongwoo Kim, Lei Wang, Bob McKay, Saeed Anwar, Tom Gedeon
Leveraging Third-Order Features in Skeleton-Based Action Recognition. CoRR (2021)
Zhenyue Qin, Dongwoo Kim, Tom Gedeon
Neural Network Classifier as Mutual Information Evaluator. CoRR (2021)
Zhenyue Qin, Saeed Anwar, Dongwoo Kim, Yang Liu, Pan Ji, Tom Gedeon
Position-Sensing Graph Neural Networks: Proactively Learning Nodes Relative Positions. CoRR (2021)
Zhenyue Qin, Dongwoo Kim
Rethinking Softmax with Cross-Entropy: Neural Network Classifier as Mutual Information Estimator. CoRR (2019)
Minjeong Shin, Dongwoo Kim, Jae Hee Lee, Umanga Bista, Lexing Xie
Visualizing Graph Differences from Social Media Streams. WSDM (2019)
Dongwoo Kim, Timothy Graham, Zimin Wan, Marian-Andrei Rizoiu
Analysing user identity via time-sensitive semantic edit distance (t-SED): a case study of Russian trolls on Twitter. J. Comput. Soc. Sci. 2 (2) (2019)
Dongwoo Kim, Timothy Graham, Zimin Wan, Marian-Andrei Rizoiu
Tracking the Digital Traces of Russian Trolls: Distinguishing the Roles and Strategy of Trolls On Twitter. CoRR (2019)
Christian J. Walder, Dongwoo Kim
Neural Dynamic Programming for Musical Self Similarity. ICML (2018)
Christian J. Walder, Dongwoo Kim
Neural Dynamic Programming for Musical Self Similarity. CoRR (2018)
Dongwoo Kim, Christian J. Walder
Self-Bounded Prediction Suffix Tree via Approximate String Matching. ICML (2018)
Dongwoo Kim, Christian J. Walder
Self-Bounded Prediction Suffix Tree via Approximate String Matching. CoRR (2018)
Dawei Chen, Dongwoo Kim, Lexing Xie, Minjeong Shin, Aditya Krishna Menon, Cheng Soon Ong, Iman Avazpour, John Grundy
PathRec: Visual Analysis of Travel Route Recommendations. RecSys (2017)
Yuan Jin, Mark James Carman, Dongwoo Kim, Lexing Xie
Leveraging Side Information to Improve Label Quality Control in Crowd-Sourcing. HCOMP (2017)
Dongwoo Kim, Alice H. Oh
Hierarchical Dirichlet scaling process. Mach. Learn. 106 (3) (2017)
Jooyeon Kim, Dongwoo Kim, Alice Oh
Joint Modeling of Topics, Citations, and Topical Authority in Academic Corpora. Trans. Assoc. Comput. Linguistics 5 (2017)
Dawei Chen, Dongwoo Kim, Lexing Xie, Minjeong Shin, Aditya Krishna Menon, Cheng Soon Ong, Iman Avazpour, John Grundy
PathRec: Visual Analysis of Travel Route Recommendations. CoRR (2017)
Jooyeon Kim, Dongwoo Kim, Alice H. Oh
Joint Modeling of Topics, Citations, and Topical Authority in Academic Corpora. CoRR (2017)
Christian J. Walder, Dongwoo Kim
Computer Assisted Composition with Recurrent Neural Networks. ACML (2017)
Nebojsa Jojic, Alessandro Perina, Dongwoo Kim
Hierarchical learning of grids of microtopics. UAI (2016)
Dongwoo Kim, Lexing Xie, Cheng Soon Ong
Probabilistic Knowledge Graph Construction: Compositional and Incremental Approaches. CIKM (2016)
Dongwoo Kim, Lexing Xie, Cheng Soon Ong
Probabilistic Knowledge Graph Construction: Compositional and Incremental Approaches. CoRR (2016)
Christian J. Walder, Dongwoo Kim
Computer Assisted Composition with Recurrent Neural Networks. CoRR (2016)
Jae Won Kim, Dongwoo Kim, Brian Keegan, Joon Hee Kim, Suin Kim, Alice H. Oh
Social Media Dynamics of Global Co-presence During the 2014 FIFA World Cup. CHI (2015)
Nebojsa Jojic, Alessandro Perina, Dongwoo Kim
Hierarchical learning of grids of microtopics. CoRR (2015)
Dongwoo Kim, Alice H. Oh
Hierarchical Dirichlet Scaling Process. ICML (2014)
Dongwoo Kim, Alice H. Oh
Hierarchical Dirichlet Scaling Process. CoRR (2014)
Dongwoo Kim, Haixun Wang, Alice H. Oh
Context-Dependent Conceptualization. IJCAI (2013)
Dongwoo Kim, Suin Kim, Alice H. Oh
Dirichlet Process with Mixed Random Measures: A Nonparametric Topic Model for Labeled Data CoRR (2012)
Joon Hee Kim, Dongwoo Kim, Suin Kim, Alice H. Oh
Modeling topic hierarchies with the recursive chinese restaurant process. CIKM (2012)
Dongwoo Kim, Yeonseung Chung, Alice H. Oh
Variable Selection for Latent Dirichlet Allocation CoRR (2012)
Dongwoo Kim, Suin Kim, Alice H. Oh
Dirichlet Process with Mixed Random Measures: A Nonparametric Topic Model for Labeled Data. ICML (2012)
Dongwoo Kim, Alice H. Oh
Accounting for data dependencies within a hierarchical dirichlet process mixture model. CIKM (2011)
Dongwoo Kim, Alice H. Oh
Topic Chains for Understanding a News Corpus. CICLing (2) (2011)
Jinhong Yang, Seokhyun Song, Sanghong Ahn, Hyeontaek Oh, Dongwoo Kim, Seong Gon Choi
Demonstration of Smart u-Learning System. CCNC (2011)
Il-Chul Moon, Dongwoo Kim, Yohan Jo, Alice H. Oh
Learning Influence Propagation of Personal Blogs with Content and Network Analyses. SocialCom/PASSAT (2010)