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2020 – today

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2024
[j7]
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Chao-Wen Hsuan Yuan, Tzu-Wei Yu, Jia-Yu Pan, Wen-Chieh Lin:
KGScope: Interactive Visual Exploration of Knowledge Graphs With Embedding-Based Guidance. IEEE Trans. Vis. Comput. Graph. 30(12): 7702-7716 (2024)
[c31]
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Xiao-Han Li, Yi-Ting Hung, Jia-Yu Pan, Wen-Chieh Lin:
VisCollage: Annotative Collages for Organizing Data Event Charts. PacificVis 2024: 262-271
2023
[c30]
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Chao-Wen Hsuan Yuan, Tzu-Wei Yu, Jia-Yu Pan, Wen-Chieh Lin:
Interactive Visual Exploration of Knowledge Graphs with Embedding-based Guidance. CHI Extended Abstracts 2023: 183:1-183:8
2022
[c29]
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Yu-Rong Cao, Xiao-Han Li, Jia-Yu Pan, Wen-Chieh Lin:
VisGuide: User-Oriented Recommendations for Data Event Extraction. CHI 2022: 412:1-412:13
2020
[c28]
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Yu-Rong Cao, Jia-Yu Pan, Wen-Chieh Lin:
User-oriented Generation of Contextual Visualization Sequences. CHI Extended Abstracts 2020: 1-8
[c27]
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Hsin-Ping Chou, Shih-Chieh Chang, Jia-Yu Pan, Wei Wei, Da-Cheng Juan:
Remix: Rebalanced Mixup. ECCV Workshops (6) 2020: 95-110
[c26]
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Chieh-Yang Chen, Pei-Hsin Wang, Shih-Chieh Chang, Da-Cheng Juan, Wei Wei, Jia-Yu Pan:
AirConcierge: Generating Task-Oriented Dialogue via Efficient Large-Scale Knowledge Retrieval. EMNLP (Findings) 2020: 884-897
[i9]
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  - journals/corr/abs-2007-03230
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Li-Huang Tsai, Shih-Chieh Chang, Yu-Ting Chen, Jia-Yu Pan, Wei Wei, Da-Cheng Juan:
Calibrated BatchNorm: Improving Robustness Against Noisy Weights in Neural Networks. CoRR abs/2007.03230 (2020)
[i8]
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  - journals/corr/abs-2007-03943
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Hsin-Ping Chou, Shih-Chieh Chang, Jia-Yu Pan, Wei Wei, Da-Cheng Juan:
Remix: Rebalanced Mixup. CoRR abs/2007.03943 (2020)
[i7]
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  - journals/corr/abs-2012-13575
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Pei-Hsin Wang, Sheng-Iou Hsieh, Shih-Chieh Chang, Yu-Ting Chen, Jia-Yu Pan, Wei Wei, Da-Chang Juan:
Contextual Temperature for Language Modeling. CoRR abs/2012.13575 (2020)

2010 – 2019

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2019
[c25]
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Hao-Yun Chen, Jhao-Hong Liang, Shih-Chieh Chang, Jia-Yu Pan, Yu-Ting Chen, Wei Wei, Da-Cheng Juan:
Improving Adversarial Robustness via Guided Complement Entropy. ICCV 2019: 4880-4888
[c24]
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Hao-Yun Chen, Pei-Hsin Wang, Chun-Hao Liu, Shih-Chieh Chang, Jia-Yu Pan, Yu-Ting Chen, Wei Wei, Da-Cheng Juan:
Complement Objective Training. ICLR (Poster) 2019
[c23]
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Jiang John Gao, Jia-Yu Tim Pan:
MULEA'19: The First International Workshop on Multimodal Understanding and Learning for Embodied Applications. ACM Multimedia 2019: 2734-2735
[c22]
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Chun-Hao Liu, Da-Cheng Juan, Xuan-An Tseng, Wei Wei, Yu-Ting Chen, Jia-Yu Pan, Shih-Chieh Chang:
Hierarchical LSTM: Modeling Temporal Dynamics and Taxonomy in Location-Based Mobile Check-Ins. PAKDD (2) 2019: 217-228
[i6]
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  - journals/corr/abs-1903-01182
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Hao-Yun Chen, Pei-Hsin Wang, Chun-Hao Liu, Shih-Chieh Chang, Jia-Yu Pan, Yu-Ting Chen, Wei Wei, Da-Cheng Juan:
Complement Objective Training. CoRR abs/1903.01182 (2019)
[i5]
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  - journals/corr/abs-1903-09799
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Hao-Yun Chen, Jhao-Hong Liang, Shih-Chieh Chang, Jia-Yu Pan, Yu-Ting Chen, Wei Wei, Da-Cheng Juan:
Improving Adversarial Robustness via Guided Complement Entropy. CoRR abs/1903.09799 (2019)
[i4]
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  - journals/corr/abs-1911-07257
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Hao-Yun Chen, Li-Huang Tsai, Shih-Chieh Chang, Jia-Yu Pan, Yu-Ting Chen, Wei Wei, Da-Cheng Juan:
Learning with Hierarchical Complement Objective. CoRR abs/1911.07257 (2019)
2018
[c21]
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  - conf/iccad/ChengDHCSCPCWJ18
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An-Chieh Cheng, Jin-Dong Dong, Chi-Hung Hsu, Shu-Huan Chang, Min Sun, Shih-Chieh Chang, Jia-Yu Pan, Yu-Ting Chen, Wei Wei, Da-Cheng Juan:
Searching toward pareto-optimal device-aware neural architectures. ICCAD 2018: 136
[i3]
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  - journals/corr/abs-1806-10332
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Chi-Hung Hsu, Shu-Huan Chang, Da-Cheng Juan, Jia-Yu Pan, Yu-Ting Chen, Wei Wei, Shih-Chieh Chang:
MONAS: Multi-Objective Neural Architecture Search using Reinforcement Learning. CoRR abs/1806.10332 (2018)
[i2]
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  - journals/corr/abs-1808-09830
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An-Chieh Cheng, Jin-Dong Dong, Chi-Hung Hsu, Shu-Huan Chang, Min Sun, Shih-Chieh Chang, Jia-Yu Pan, Yu-Ting Chen, Wei Wei, Da-Cheng Juan:
Searching Toward Pareto-Optimal Device-Aware Neural Architectures. CoRR abs/1808.09830 (2018)
2015
[c20]
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  - conf/bigdataconf/MetwallyPDF15
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Ahmed Metwally, Jia-Yu Pan, Minh Doan, Christos Faloutsos:
Scalable community discovery from multi-faceted graphs. IEEE BigData 2015: 1053-1062
[c19]
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  - conf/sdm/YangHP15
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Pei Yang, Jingrui He, Jia-Yu Pan:
Learning Complex Rare Categories with Dual Heterogeneity. SDM 2015: 523-531
[p1]
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Aaron K. Baughman, Jia-Yu Pan, Jiang John Gao, Valery A. Petrushin:
Disruptive Innovation: Large Scale Multimedia Data Mining. Multimedia Data Mining and Analytics 2015: 3-28
[e2]
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Aaron K. Baughman, Jiang John Gao, Jia-Yu Pan, Valery A. Petrushin:
Multimedia Data Mining and Analytics - Disruptive Innovation. Springer 2015, ISBN 978-3-319-14997-4 [contents]
[i1]
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  - journals/corr/RodriguesTPTTF15
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José Fernando Rodrigues Jr., Hanghang Tong, Jia-Yu Pan, Agma J. M. Traina, Caetano Traina Jr., Christos Faloutsos:
Large Graph Analysis in the GMine System. CoRR abs/1505.07777 (2015)
2014
[j6]
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  - journals/ijmir/ZhangZJP14
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Zhongfei Zhang, Yueting Zhuang, Ramesh C. Jain, Jia-Yu Pan:
Editorial of the special issue on cross-media analysis. Int. J. Multim. Inf. Retr. 3(3): 129-130 (2014)
2013
[j5]
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José Fernando Rodrigues Jr., Hanghang Tong, Jia-Yu Pan, Agma J. M. Traina, Caetano Traina Jr., Christos Faloutsos:
Large Graph Analysis in the GMine System. IEEE Trans. Knowl. Data Eng. 25(1): 106-118 (2013)
[c18]
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  - conf/adkdd/ChenPFP13
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Jieying Chen, Jia-Yu Pan, Christos Faloutsos, Spiros Papadimitriou:
TSum: fast, principled table summarization. AdKDD@KDD 2013: 2:1-2:9
[e1]
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Aaron K. Baughman, Jia-Yu Pan, Jiang John Gao, Yu-Ru Lin, Vincent Oria:
Proceedings of the Thirteenth International Workshop on Multimedia Data Mining, MDMKDD 2013, Chicago, Illinois, USA, August 11, 2013. ACM 2013, ISBN 978-1-4503-2333-8 [contents]
2010
[j4]
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Zhongfei Zhang, Zhen Guo, Jia-Yu Pan:
A Multiple-Instance Learning Based Approach to Multimodal Data Mining. Int. J. Digit. Libr. Syst. 1(2): 24-42 (2010)
[j3]
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Valery A. Petrushin, Jia-Yu Pan, Cees G. M. Snoek:
Tenth international workshop on multimedia data mining. SIGKDD Explor. 12(2): 44-46 (2010)

2000 – 2009

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2008
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Hanghang Tong, Christos Faloutsos, Jia-Yu Pan:
Random walk with restart: fast solutions and applications. Knowl. Inf. Syst. 14(3): 327-346 (2008)
2007
[j1]
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Christian Böhm, Christos Faloutsos, Jia-Yu Pan, Claudia Plant:
RIC: Parameter-free noise-robust clustering. ACM Trans. Knowl. Discov. Data 1(3): 10 (2007)
2006
[c17]
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Hanghang Tong, Christos Faloutsos, Jia-Yu Pan:
Fast Random Walk with Restart and Its Applications. ICDM 2006: 613-622
[c16]
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Christian Böhm, Christos Faloutsos, Jia-Yu Pan, Claudia Plant:
Robust information-theoretic clustering. KDD 2006: 65-75
[c15]
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Jia-Yu Pan, André G. R. Balan, Eric P. Xing, Agma J. M. Traina, Christos Faloutsos:
Automatic mining of fruit fly embryo images. KDD 2006: 693-698
2005
[c14]
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  - conf/icdm/BhattacharyaLPVYFS05
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Arnab Bhattacharya, Vebjorn Ljosa, Jia-Yu Pan, Mark R. Verardo, Hyung-Jeong Yang, Christos Faloutsos, Ambuj K. Singh:
ViVo: Visual Vocabulary Construction for Mining Biomedical Images. ICDM 2005: 50-57
[c13]
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  - conf/wiri/HamamotoKPF05
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Masafumi Hamamoto, Hiroyuki Kitagawa, Jia-Yu Pan, Christos Faloutsos:
A Comparative Study of Feature Vector-Based Topic Detection Schemes A Comparative Study of Feature Vector-Based Topic Detection Schemes. WIRI 2005: 122-127
2004
[c12]
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Jia-Yu Pan, Hyung-Jeong Yang, Christos Faloutsos, Pinar Duygulu:
GCap: Graph-Based Automatic Image Captioning. MDDE 2004
[c11]
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Jia-Yu Pan, Hyung-Jeong Yang, Christos Faloutsos, Pinar Duygulu:
GCap: Graph-based Automatic Image Captioning. CVPR Workshops 2004: 146
[c10]
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  - conf/graphicsinterface/BarbicSPFHP04
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Jernej Barbic, Alla Safonova, Jia-Yu Pan, Christos Faloutsos, Jessica K. Hodgins, Nancy S. Pollard:
Segmenting Motion Capture Data into Distinct Behaviors. Graphics Interface 2004: 185-194
[c9]
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Jia-Yu Pan, Hyung-Jeong Yang, Christos Faloutsos:
MMSS: Multi-Modal Story-Oriented Video Summarization. ICDM 2004: 491-494
[c8]
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Jia-Yu Pan, Hyung-Jeong Yang, Pinar Duygulu, Christos Faloutsos:
Automatic image captioning. ICME 2004: 1987-1990
[c7]
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Jia-Yu Pan, Hyung-Jeong Yang, Christos Faloutsos, Pinar Duygulu:
Automatic multimedia cross-modal correlation discovery. KDD 2004: 653-658
[c6]
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Pinar Duygulu, Jia-Yu Pan, David A. Forsyth:
Towards auto-documentary: tracking the evolution of news stories. ACM Multimedia 2004: 820-827
[c5]
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  - conf/pakdd/PanKFH04
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Jia-Yu Pan, Hiroyuki Kitagawa, Christos Faloutsos, Masafumi Hamamoto:
AutoSplit: Fast and Scalable Discovery of Hidden Variables in Stream and Multimedia Databases. PAKDD 2004: 519-528
2002
[c4]
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  - conf/cikm/PanF02
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Jia-Yu Pan, Christos Faloutsos:
"GeoPlot": spatial data mining on video libraries. CIKM 2002: 405-412
[c3]
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  - conf/globecom/PanSF02
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Jia-Yu Pan, Srinivasan Seshan, Christos Faloutsos:
FastCARS: fast, correlation-aware sampling for network data mining. GLOBECOM 2002: 2155-2159
[c2]
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Jia-Yu Pan, Christos Faloutsos:
VideoCube: A Novel Tool for Video Mining and Classification. ICADL 2002: 194-205
2001
[c1]
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  - conf/jcdl/PanFV01
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Jia-Yu Pan, Christos Faloutsos:
VideoGraph: a new tool for video mining and classification. JCDL 2001: 116-117

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