Vincent Wenchen Zheng

Publication Activity (10 Years)

Years Active: 2007-2017
Publications (10 Years): 7

Top Topics

Graph Embedding

Collaborative Recommendation

Labeled Samples

Supervised Learning

Top Venues

Proc. VLDB Endow.

Publications

Hongyun Cai, Vincent Wenchen Zheng, Fanwei Zhu, Kevin Chen-Chuan Chang, Zi Huang
From Community Detection to Community Profiling. Proc. VLDB Endow. 10 (7) (2017)
Hongyun Cai, Vincent Wenchen Zheng, Penghe Chen, Fanwei Zhu, Kevin Chen-Chuan Chang, Zi Huang
SocialLens: Searching and Browsing Communities by Content and Interaction. ICDE (2017)
Iti Chaturvedi, Erik Cambria, Sandro Cavallari, Vincent Wenchen Zheng
Learning Word Vectors in Deep Walk using Convolution. FLAIRS Conference (2017)
Hongyun Cai, Vincent Wenchen Zheng, Kevin Chen-Chuan Chang
Active Learning for Graph Embedding. CoRR (2017)
Hongyun Cai, Vincent Wenchen Zheng, Fanwei Zhu, Kevin Chen-Chuan Chang, Zi Huang
From Community Detection to Community Profiling. CoRR (2017)
Vincent Wenchen Zheng, Kevin Chen-Chuan Chang
Regularizing Structured Classifier with Conditional Probabilistic Constraints for Semi-supervised Learning. CIKM (2016)
Yuan Fang, Wenqing Lin, Vincent Wenchen Zheng, Min Wu, Kevin Chen-Chuan Chang, Xiaoli Li
Semantic proximity search on graphs with metagraph-based learning. ICDE (2016)
Kai Zhang, Vincent Wenchen Zheng, Qiaojun Wang, James Tin-Yau Kwok, Qiang Yang, Ivan Marsic
Covariate Shift in Hilbert Space: A Solution via Sorrogate Kernels. ICML (3) (2013)
Defu Lian, Vincent Wenchen Zheng, Xing Xie
Collaborative filtering meets next check-in location prediction. WWW (Companion Volume) (2013)
Vincent Wenchen Zheng, Yu Zheng, Xing Xie, Qiang Yang
Towards mobile intelligence: Learning from GPS history data for collaborative recommendation. Artif. Intell. (2012)
Jun Gao, Dongsheng Che, Vincent Wenchen Zheng, Ruixin Zhu, Qi Liu
Integrated QSAR study for inhibitors of hedgehog signal pathway against multiple cell lines: a collaborative filtering method. BMC Bioinform. 13 (2012)
Qiang Yang, Vincent Wenchen Zheng, Bin Li, Hankz Hankui Zhuo
Transfer Learning by Reusing Structured Knowledge. AI Mag. 32 (2) (2011)
Derek Hao Hu, Vincent Wenchen Zheng, Qiang Yang
Cross-domain activity recognition via transfer learning. Pervasive Mob. Comput. 7 (3) (2011)
Vincent Wenchen Zheng, Qiang Yang
User-Dependent Aspect Model for Collaborative Activity Recognition. IJCAI (2011)
Vincent Wenchen Zheng, Bin Cao, Yu Zheng, Xing Xie, Qiang Yang
Collaborative Filtering Meets Mobile Recommendation: A User-Centered Approach. AAAI (2010)
Hua-Yan Wang, Vincent Wenchen Zheng, Junhui Zhao, Qiang Yang
Indoor localization in multi-floor environments with reduced effort. PerCom (2010)
Vincent Wenchen Zheng, Yu Zheng, Xing Xie, Qiang Yang
Collaborative location and activity recommendations with GPS history data. WWW (2010)
Qi Liu, Qian Xu, Vincent Wenchen Zheng, Hong Xue, Zhi-Wei Cao, Qiang Yang
Multi-task learning for cross-platform siRNA efficacy prediction: an in-silico study. BMC Bioinform. 11 (2010)
Vincent Wenchen Zheng, Junhui Zhao, Yongcai Wang, Qiang Yang
HIPS: A Calibration-less Hybrid Indoor Positioning System Using Heterogeneous Sensors. PerCom Workshops (2009)
Derek Hao Hu, Xian-Xing Zhang, Jie Yin, Vincent Wenchen Zheng, Qiang Yang
Abnormal Activity Recognition Based on HDP-HMM Models. IJCAI (2009)
Vincent Wenchen Zheng, Derek Hao Hu, Qiang Yang
Cross-domain activity recognition. UbiComp (2009)
Vincent Wenchen Zheng, Yu Zheng, Qiang Yang
Joint learning user's activities and profiles from GPS data. GIS-LBSN (2009)
Vincent Wenchen Zheng, Evan Wei Xiang, Qiang Yang, Dou Shen
Transferring Localization Models over Time. AAAI (2008)
Derek Hao Hu, Sinno Jialin Pan, Vincent Wenchen Zheng, Nathan Nan Liu, Qiang Yang
Real world activity recognition with multiple goals. UbiComp (2008)
Jeffrey Junfeng Pan, Sinno Jialin Pan, Vincent Wenchen Zheng, Qiang Yang
Digital Wall: A Power-efficient Solution for Location-based Data Sharing. PerCom (2008)
Qiang Yang, Sinno Jialin Pan, Vincent Wenchen Zheng
Estimating Location Using Wi-Fi. IEEE Intell. Syst. 23 (1) (2008)
Vincent Wenchen Zheng, Sinno Jialin Pan, Qiang Yang, Jeffrey Junfeng Pan
Transferring Multi-device Localization Models using Latent Multi-task Learning. AAAI (2008)
Vincent Wenchen Zheng, Xinming Zhang, Daoke Liu, Dan Keun Sung
A Joint Power Control, Link Scheduling and Rate Control Algorithm for Wireless Ad Hoc Networks. WCNC (2007)
Rong Pan, Junhui Zhao, Vincent Wenchen Zheng, Jeffrey Junfeng Pan, Dou Shen, Sinno Jialin Pan, Qiang Yang
Domain-constrained semi-supervised mining of tracking models in sensor networks. KDD (2007)