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Journal Articles
- 2014
[j6]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]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) - 2010
- [j4]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]Valery A. Petrushin, Jia-Yu Pan, Cees G. M. Snoek:
Tenth international workshop on multimedia data mining. SIGKDD Explor. 12(2): 44-46 (2010) - 2008
- [j2]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]Christian Böhm, Christos Faloutsos, Jia-Yu Pan, Claudia Plant:
RIC: Parameter-free noise-robust clustering. ACM Trans. Knowl. Discov. Data 1(3): 10 (2007)
Conference and Workshop Papers
- 2024
- [c31]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]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]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]Yu-Rong Cao, Jia-Yu Pan, Wen-Chieh Lin:
User-oriented Generation of Contextual Visualization Sequences. CHI Extended Abstracts 2020: 1-8 - [c27]Hsin-Ping Chou, Shih-Chieh Chang, Jia-Yu Pan, Wei Wei, Da-Cheng Juan:
Remix: Rebalanced Mixup. ECCV Workshops (6) 2020: 95-110 - [c26]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 - 2019
- [c25]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]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]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]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 - 2018
- [c21]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 - 2015
- [c20]Ahmed Metwally, Jia-Yu Pan, Minh Doan, Christos Faloutsos:
Scalable community discovery from multi-faceted graphs. IEEE BigData 2015: 1053-1062 - [c19]Pei Yang, Jingrui He, Jia-Yu Pan:
Learning Complex Rare Categories with Dual Heterogeneity. SDM 2015: 523-531 - 2013
- [c18]Jieying Chen, Jia-Yu Pan, Christos Faloutsos, Spiros Papadimitriou:
TSum: fast, principled table summarization. AdKDD@KDD 2013: 2:1-2:9 - 2006
- [c17]Hanghang Tong, Christos Faloutsos, Jia-Yu Pan:
Fast Random Walk with Restart and Its Applications. ICDM 2006: 613-622 - [c16]Christian Böhm, Christos Faloutsos, Jia-Yu Pan, Claudia Plant:
Robust information-theoretic clustering. KDD 2006: 65-75 - [c15]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]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]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]Jia-Yu Pan, Hyung-Jeong Yang, Christos Faloutsos, Pinar Duygulu:
GCap: Graph-Based Automatic Image Captioning. MDDE 2004 - [c11]Jia-Yu Pan, Hyung-Jeong Yang, Christos Faloutsos, Pinar Duygulu:
GCap: Graph-based Automatic Image Captioning. CVPR Workshops 2004: 146 - [c10]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]Jia-Yu Pan, Hyung-Jeong Yang, Christos Faloutsos:
MMSS: Multi-Modal Story-Oriented Video Summarization. ICDM 2004: 491-494 - [c8]Jia-Yu Pan, Hyung-Jeong Yang, Pinar Duygulu, Christos Faloutsos:
Automatic image captioning. ICME 2004: 1987-1990 - [c7]Jia-Yu Pan, Hyung-Jeong Yang, Christos Faloutsos, Pinar Duygulu:
Automatic multimedia cross-modal correlation discovery. KDD 2004: 653-658 - [c6]Pinar Duygulu, Jia-Yu Pan, David A. Forsyth:
Towards auto-documentary: tracking the evolution of news stories. ACM Multimedia 2004: 820-827 - [c5]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]Jia-Yu Pan, Christos Faloutsos:
"GeoPlot": spatial data mining on video libraries. CIKM 2002: 405-412 - [c3]Jia-Yu Pan, Srinivasan Seshan, Christos Faloutsos:
FastCARS: fast, correlation-aware sampling for network data mining. GLOBECOM 2002: 2155-2159 - [c2]Jia-Yu Pan, Christos Faloutsos:
VideoCube: A Novel Tool for Video Mining and Classification. ICADL 2002: 194-205 - 2001
- [c1]Jia-Yu Pan, Christos Faloutsos:
VideoGraph: a new tool for video mining and classification. JCDL 2001: 116-117
Parts in Books or Collections
- 2015
- [p1]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
Editorship
- 2015
- [e2]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] - 2013
- [e1]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]
Informal and Other Publications
- 2020
- [i9]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]Hsin-Ping Chou, Shih-Chieh Chang, Jia-Yu Pan, Wei Wei, Da-Cheng Juan:
Remix: Rebalanced Mixup. CoRR abs/2007.03943 (2020) - [i7]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) - 2019
- [i6]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]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]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
- [i3]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]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
- [i1]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)
Coauthor Index
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