Jia-Yu Pan

Publication Activity (10 Years)

Years Active: 2001-2024
Publications (10 Years): 21

Top Topics

Knowledge Retrieval

Neural Architecture

Pareto Optimality

Top Venues

CHI Extended Abstracts

Publications

Xiao-Han Li, Yi-Ting Hung, Jia-Yu Pan, Wen-Chieh Lin
VisCollage: Annotative Collages for Organizing Data Event Charts. PacificVis (2024)
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)
Yu-Rong Cao, Xiao-Han Li, Jia-Yu Pan, Wen-Chieh Lin
VisGuide: User-Oriented Recommendations for Data Event Extraction. CHI (2022)
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)
Hsin-Ping Chou, Shih-Chieh Chang, Jia-Yu Pan, Wei Wei, Da-Cheng Juan
Remix: Rebalanced Mixup. CoRR (2020)
Yu-Rong Cao, Jia-Yu Pan, Wen-Chieh Lin
User-oriented Generation of Contextual Visualization Sequences. CHI Extended Abstracts (2020)
Hsin-Ping Chou, Shih-Chieh Chang, Jia-Yu Pan, Wei Wei, Da-Cheng Juan
Remix: Rebalanced Mixup. ECCV Workshops (6) (2020)
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 (2020)
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 (2020)
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)
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)
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 (2019)
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 (2019)
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 (2019)
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)
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)
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 (2018)
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 (2018)
Pei Yang, Jingrui He, Jia-Yu Pan
Learning Complex Rare Categories with Dual Heterogeneity. SDM (2015)
Ahmed Metwally, Jia-Yu Pan, Minh Doan, Christos Faloutsos
Scalable community discovery from multi-faceted graphs. IEEE BigData (2015)
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 (2015)
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) (2014)
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) (2013)
Jieying Chen, Jia-Yu Pan, Christos Faloutsos, Spiros Papadimitriou
TSum: fast, principled table summarization. AdKDD@KDD (2013)
Zhongfei Zhang, Zhen Guo, Jia-Yu Pan
A Multiple-Instance Learning Based Approach to Multimodal Data Mining. Int. J. Digit. Libr. Syst. 1 (2) (2010)
Valery A. Petrushin, Jia-Yu Pan, Cees G. M. Snoek
Tenth international workshop on multimedia data mining. SIGKDD Explor. 12 (2) (2010)
Hanghang Tong, Christos Faloutsos, Jia-Yu Pan
Random walk with restart: fast solutions and applications. Knowl. Inf. Syst. 14 (3) (2008)
Christian Böhm, Christos Faloutsos, Jia-Yu Pan, Claudia Plant
RIC: Parameter-free noise-robust clustering. ACM Trans. Knowl. Discov. Data 1 (3) (2007)
Christian Böhm, Christos Faloutsos, Jia-Yu Pan, Claudia Plant
Robust information-theoretic clustering. KDD (2006)
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)
Hanghang Tong, Christos Faloutsos, Jia-Yu Pan
Fast Random Walk with Restart and Its Applications. ICDM (2006)
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)
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)
Jia-Yu Pan, Hyung-Jeong Yang, Christos Faloutsos
MMSS: Multi-Modal Story-Oriented Video Summarization. ICDM (2004)
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)
Jia-Yu Pan, Hyung-Jeong Yang, Pinar Duygulu, Christos Faloutsos
Automatic image captioning. ICME (2004)
Jia-Yu Pan, Hyung-Jeong Yang, Christos Faloutsos, Pinar Duygulu
Automatic multimedia cross-modal correlation discovery. KDD (2004)
Jia-Yu Pan, Hyung-Jeong Yang, Christos Faloutsos, Pinar Duygulu
GCap: Graph-Based Automatic Image Captioning. MDDE (2004)
Jia-Yu Pan, Hyung-Jeong Yang, Christos Faloutsos, Pinar Duygulu
GCap: Graph-based Automatic Image Captioning. CVPR Workshops (2004)
Jia-Yu Pan, Hiroyuki Kitagawa, Christos Faloutsos, Masafumi Hamamoto
AutoSplit: Fast and Scalable Discovery of Hidden Variables in Stream and Multimedia Databases. PAKDD (2004)
Pinar Duygulu, Jia-Yu Pan, David A. Forsyth
Towards auto-documentary: tracking the evolution of news stories. ACM Multimedia (2004)
Jia-Yu Pan, Srinivasan Seshan, Christos Faloutsos
FastCARS: fast, correlation-aware sampling for network data mining. GLOBECOM (2002)
Jia-Yu Pan, Christos Faloutsos
"GeoPlot": spatial data mining on video libraries. CIKM (2002)
Jia-Yu Pan, Christos Faloutsos
VideoCube: A Novel Tool for Video Mining and Classification. ICADL (2002)
Jia-Yu Pan, Christos Faloutsos
VideoGraph: a new tool for video mining and classification. JCDL (2001)