Vincent W. Zheng

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 64

Top Topics

Graph Embedding

Temporal Characteristics

Proximity Search

Top Venues

Publications

Zemin Liu, Yuan Fang, Yong Liu, Vincent W. Zheng
Neighbor-Anchoring Adversarial Graph Neural Networks. IEEE Trans. Knowl. Data Eng. 35 (1) (2023)
Yu Lu, Penghe Chen, Yang Pian, Vincent W. Zheng
CMKT: Concept Map Driven Knowledge Tracing. IEEE Trans. Learn. Technol. 15 (4) (2022)
Zemin Liu, Yuan Fang, Yong Liu, Vincent W. Zheng
Neighbor-Anchoring Adversarial Graph Neural Networks (Extended Abstract). ICDE (2022)
Wenyi Xiao, Huan Zhao, Haojie Pan, Yangqiu Song, Vincent W. Zheng, Qiang Yang
Social explorative attention based recommendation for content distribution platforms. Data Min. Knowl. Discov. 35 (2) (2021)
Hao Peng, Haoran Li, Yangqiu Song, Vincent W. Zheng, Jianxin Li
Differentially Private Federated Knowledge Graphs Embedding. CIKM (2021)
Hui Zhong, Zaiyi Chen, Chuan Qin, Zai Huang, Vincent W. Zheng, Tong Xu, Enhong Chen
Adam revisited: a weighted past gradients perspective. CoRR (2021)
Wenyi Xiao, Huan Zhao, Vincent W. Zheng, Yangqiu Song
Neural PathSim for Inductive Similarity Search in Heterogeneous Information Networks. CoRR (2021)
Wenyi Xiao, Huan Zhao, Vincent W. Zheng, Yangqiu Song
Neural PathSim for Inductive Similarity Search in Heterogeneous Information Networks. CIKM (2021)
Liu Yang, Ben Tan, Bo Liu, Vincent W. Zheng, Kai Chen, Qiang Yang
Practical and Secure Federated Recommendation with Personalized Masks. CoRR (2021)
Yugang Ji, Mingyang Yin, Hongxia Yang, Jingren Zhou, Vincent W. Zheng, Chuan Shi, Yuan Fang
Accelerating Large-Scale Heterogeneous Interaction Graph Embedding Learning via Importance Sampling. ACM Trans. Knowl. Discov. Data 15 (1) (2021)
Yuan Fang, Wenqing Lin, Vincent W. Zheng, Min Wu, Jiaqi Shi, Kevin Chen-Chuan Chang, Xiaoli Li
Metagraph-Based Learning on Heterogeneous Graphs. IEEE Trans. Knowl. Data Eng. 33 (1) (2021)
Yan Zhao, Lianming Zhou, Liwei Deng, Vincent W. Zheng, Hongzhi Yin, Kai Zheng
Subgraph Convolutional Network for Recommendation. CCIS (2021)
Hao Peng, Haoran Li, Yangqiu Song, Vincent W. Zheng, Jianxin Li
Federated Knowledge Graphs Embedding. CoRR (2021)
Wenyi Xiao, Huan Zhao, Vincent W. Zheng, Yangqiu Song
Vertex-reinforced Random Walk for Network Embedding. CoRR (2020)
Wenyi Xiao, Huan Zhao, Haojie Pan, Yangqiu Song, Vincent W. Zheng, Qiang Yang
Social Explorative Attention based Recommendation for Content Distribution Platforms. CoRR (2020)
Dashan Gao, Ben Tan, Ce Ju, Vincent W. Zheng, Qiang Yang
Privacy Threats Against Federated Matrix Factorization. CoRR (2020)
Hongyun Cai, Thanh Tung Nguyen, Yan Li, Vincent W. Zheng, Binbin Chen, Gao Cong, Xiaoli Li
Modeling Marked Temporal Point Process Using Multi-relation Structure RNN. Cogn. Comput. 12 (3) (2020)
Wenyi Xiao, Huan Zhao, Vincent W. Zheng, Yangqiu Song
Vertex-reinforced Random Walk for Network Embedding. SDM (2020)
Hui Zhong, Zaiyi Chen, Chuan Qin, Zai Huang, Vincent W. Zheng, Tong Xu, Enhong Chen
Adam revisited: a weighted past gradients perspective. Frontiers Comput. Sci. 14 (5) (2020)
Ben Tan, Bo Liu, Vincent W. Zheng, Qiang Yang
A Federated Recommender System for Online Services. RecSys (2020)
Partha P. Biswas, Hongyun Cai, Bin Zhou, Binbin Chen, Daisuke Mashima, Vincent W. Zheng
Electricity Theft Pinpointing Through Correlation Analysis of Master and Individual Meter Readings. IEEE Trans. Smart Grid 11 (4) (2020)
Wei Yang, Wei Lu, Vincent W. Zheng
A Simple Regularization-based Algorithm for Learning Cross-Domain Word Embeddings. CoRR (2019)
Mingyue Cheng, Runlong Yu, Qi Liu, Vincent W. Zheng, Hongke Zhao, Hefu Zhang, Enhong Chen
Alpha-Beta Sampling for Pairwise Ranking in One-Class Collaborative Filtering. ICDM (2019)
Sandro Cavallari, Erik Cambria, Hongyun Cai, Kevin Chen-Chuan Chang, Vincent W. Zheng
Embedding Both Finite and Infinite Communities on Graphs [Application Notes]. IEEE Comput. Intell. Mag. 14 (3) (2019)
Wei Wang, Vincent W. Zheng, Han Yu, Chunyan Miao
A Survey of Zero-Shot Learning: Settings, Methods, and Applications. ACM Trans. Intell. Syst. Technol. 10 (2) (2019)
Min Hou, Le Wu, Enhong Chen, Zhi Li, Vincent W. Zheng, Qi Liu
Explainable Fashion Recommendation: A Semantic Attribute Region Guided Approach. CoRR (2019)
Wenyi Xiao, Huan Zhao, Haojie Pan, Yangqiu Song, Vincent W. Zheng, Qiang Yang
Beyond Personalization: Social Content Recommendation for Creator Equality and Consumer Satisfaction. CoRR (2019)
Min Hou, Le Wu, Enhong Chen, Zhi Li, Vincent W. Zheng, Qi Liu
Explainable Fashion Recommendation: A Semantic Attribute Region Guided Approach. IJCAI (2019)
Sandro Cavallari, Soujanya Poria, Erik Cambria, Vincent W. Zheng, Hongyun Cai
An Attention-Based Model for Learning Dynamic Interaction Networks. IJCNN (2019)
Yue Cui, Liwei Deng, Yan Zhao, Bin Yao, Vincent W. Zheng, Kai Zheng
Hidden POI Ranking with Spatial Crowdsourcing. KDD (2019)
Bin Guo, Yan Liu, Yi Ouyang, Vincent W. Zheng, Daqing Zhang, Zhiwen Yu
Harnessing the Power of the General Public for Crowdsourced Business Intelligence: A Survey. IEEE Access 7 (2019)
Wenyi Xiao, Huan Zhao, Haojie Pan, Yangqiu Song, Vincent W. Zheng, Qiang Yang
Beyond Personalization: Social Content Recommendation for Creator Equality and Consumer Satisfaction. KDD (2019)
Jindong Wang, Vincent W. Zheng, Yiqiang Chen, Meiyu Huang
Deep Transfer Learning for Cross-domain Activity Recognition. ICCSE (2018)
Jiaming Huang, Zhao Li, Vincent W. Zheng, Wen Wen, Yifan Yang, Yuanmi Chen
Unsupervised Multi-view Nonlinear Graph Embedding. UAI (2018)
Carl Yang, Mengxiong Liu, Vincent W. Zheng, Jiawei Han
Node, Motif and Subgraph: Leveraging Network Functional Blocks Through Structural Convolution. ASONAM (2018)
Hongyun Cai, Vincent W. Zheng, Kevin Chen-Chuan Chang
A Comprehensive Survey of Graph Embedding: Problems, Techniques, and Applications. IEEE Trans. Knowl. Data Eng. 30 (9) (2018)
Vincent W. Zheng
Engineering Graph Features via Network Functional Blocks. IJCAI (2018)
Miao Lin, Vincent W. Zheng, Shili Xiang
Sequential context modeling for smart devices by Collaborative Hidden Markov Model. WF-IoT (2018)
Tao Hoang, Jixue Liu, Nicole Pratt, Vincent W. Zheng, Kevin Chen-Chuan Chang, Elizabeth Roughead, Jiuyong Li
Authenticity and credibility aware detection of adverse drug events from social media. Int. J. Medical Informatics 120 (2018)
Penghe Chen, Yu Lu, Vincent W. Zheng, Yang Pian
Prerequisite-Driven Deep Knowledge Tracing. ICDM (2018)
Zemin Liu, Vincent W. Zheng, Zhou Zhao, Fanwei Zhu, Kevin Chen-Chuan Chang, Minghui Wu, Jing Ying
Distance-Aware DAG Embedding for Proximity Search on Heterogeneous Graphs. AAAI (2018)
Peng Yang, Peilin Zhao, Vincent W. Zheng, Lizhong Ding, Xin Gao
Robust Asymmetric Recommendation via Min-Max Optimization. SIGIR (2018)
Zemin Liu, Vincent W. Zheng, Zhou Zhao, Hongxia Yang, Kevin Chen-Chuan Chang, Minghui Wu, Jing Ying
Subgraph-augmented Path Embedding for Semantic User Search on Heterogeneous Social Network. WWW (2018)
Vincent W. Zheng, Mo Sha, Yuchen Li, Hongxia Yang, Yuan Fang, Zhenjie Zhang, Kian-Lee Tan, Kevin Chen-Chuan Chang
Heterogeneous Embedding Propagation for Large-Scale E-Commerce User Alignment. ICDM (2018)
Penghe Chen, Yu Lu, Vincent W. Zheng, Xiyang Chen, Boda Yang
KnowEdu: A System to Construct Knowledge Graph for Education. IEEE Access 6 (2018)
Penghe Chen, Yu Lu, Vincent W. Zheng, Xiyang Chen, Xiaoqing Li
An automatic knowledge graph construction system for K-12 education. L@S (2018)
Zemin Liu, Vincent W. Zheng, Zhou Zhao, Zhao Li, Hongxia Yang, Minghui Wu, Jing Ying
Interactive Paths Embedding for Semantic Proximity Search on Heterogeneous Graphs. KDD (2018)
Tao Hoang, Jixue Liu, Nicole Pratt, Vincent W. Zheng, Kevin Chen-Chuan Chang, Elizabeth Roughead, Jiuyong Li
Authenticity and credibility aware detection of adverse drug events from social media. Int. J. Medical Informatics 120 (2018)
Chuantao Zong, Wenfeng Feng, Vincent W. Zheng, Hankz Hankui Zhuo
Adaptive Attention Network for Review Sentiment Classification. PAKDD (1) (2018)
Defu Lian, Kai Zheng, Vincent W. Zheng, Yong Ge, Longbing Cao, Ivor W. Tsang, Xing Xie
High-order Proximity Preserving Information Network Hashing. KDD (2018)
Bin Guo, Jing Li, Vincent W. Zheng, Zhu Wang, Zhiwen Yu
CityTransfer: Transferring Inter- and Intra-City Knowledge for Chain Store Site Recommendation based on Multi-Source Urban Data. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 1 (4) (2017)
Yan Li, Binbin Chen, Vincent W. Zheng, William G. Temple, Zbigniew Kalbarczyk, Yue Wu
Enhancing Anomaly Diagnosis of Automatic Train Supervision System Based on Operation Log. DSN Workshops (2017)
Sandro Cavallari, Vincent W. Zheng, Hongyun Cai, Kevin Chen-Chuan Chang, Erik Cambria
Learning Community Embedding with Community Detection and Node Embedding on Graphs. CIKM (2017)
Jia Wang, Vincent W. Zheng, Zemin Liu, Kevin Chen-Chuan Chang
Topological Recurrent Neural Network for Diffusion Prediction. ICDM (2017)
Zhou Zhao, Ben Gao, Vincent W. Zheng, Deng Cai, Xiaofei He, Yueting Zhuang
Link Prediction via Ranking Metric Dual-Level Attention Network Learning. IJCAI (2017)
Jia Wang, Vincent W. Zheng, Zemin Liu, Kevin Chen-Chuan Chang
Topological Recurrent Neural Network for Diffusion Prediction. CoRR (2017)
Zhou Zhao, Hanqing Lu, Vincent W. Zheng, Deng Cai, Xiaofei He, Yueting Zhuang
Community-Based Question Answering via Asymmetric Multi-Faceted Ranking Network Learning. AAAI (2017)
Zemin Liu, Vincent W. Zheng, Zhou Zhao, Fanwei Zhu, Kevin Chen-Chuan Chang, Minghui Wu, Jing Ying
Semantic Proximity Search on Heterogeneous Graph by Proximity Embedding. AAAI (2017)
Wei Yang, Wei Lu, Vincent W. Zheng
A Simple Regularization-based Algorithm for Learning Cross-Domain Word Embeddings. EMNLP (2017)
Hongyun Cai, Vincent W. Zheng, Kevin Chen-Chuan Chang
A Comprehensive Survey of Graph Embedding: Problems, Techniques and Applications. CoRR (2017)
Vincent W. Zheng, Hong Cao, Shenghua Gao, Aditi Adhikari, Miao Lin, Kevin Chen-Chuan Chang
Cold-Start Heterogeneous-Device Wireless Localization. AAAI (2016)
Yuan Fang, Vincent W. Zheng, Kevin Chen-Chuan Chang
Learning to query: Focused web page harvesting for entity aspects. ICDE (2016)
Tao Hoang, Jixue Liu, Nicole Pratt, Vincent W. Zheng, Kevin Chen-Chuan Chang, Elizabeth Roughead, Jiuyong Li
Detecting signals of detrimental prescribing cascades from social media. Artif. Intell. Medicine 71 (2016)
Vincent W. Zheng, Sandro Cavallari, Hongyun Cai, Kevin Chen-Chuan Chang, Erik Cambria
From Node Embedding To Community Embedding. CoRR (2016)
Peng Yang, Peilin Zhao, Vincent W. Zheng, Xiaoli Li
An Aggressive Graph-Based Selective Sampling Algorithm for Classification. ICDM (2015)
Miao Lin, Hong Cao, Vincent W. Zheng, Kevin Chen-Chuan Chang, Shonali Krishnaswamy
Mobile user verification/identification using statistical mobility profile. BigComp (2015)
Miao Lin, Hong Cao, Vincent W. Zheng, Kevin Chen-Chuan Chang, Shonali Krishnaswamy
Mobility Profiling for User Verification with Anonymized Location Data. IJCAI (2015)
Dingqi Yang, Daqing Zhang, Vincent W. Zheng, Zhiyong Yu
Modeling User Activity Preference by Leveraging User Spatial Temporal Characteristics in LBSNs. IEEE Trans. Syst. Man Cybern. Syst. 45 (1) (2015)
Aditi Adhikari, Vincent W. Zheng, Hong Cao, Miao Lin, Yuan Fang, Kevin Chen-Chuan Chang
IntelligShop: Enabling Intelligent Shopping in Malls through Location-Based Augmented Reality. ICDM Workshops (2015)