V. Zheng

发表

Cross-domain activity recognition via transfer learning

Qiang Yang, Vincent Wenchen Zheng, Derek Hao Hu, 2011, Pervasive Mob. Comput..

Graph Embedding Problem Settings Graph Embedding Input Graph Embedding Output Homogeneous Graph Heterogeneous Graph Graph with Auxiliary Information Graph Constructed from Non-relational Data Node Embedding Edge Embedding Hybrid Embedding Whole-Graph Embedding Graph Embedding Techniques Matrix Facto

V. Zheng, K. Chang, Hongyun Cai, 2017 .

Modeling User Activity Preference by Leveraging User Spatial Temporal Characteristics in LBSNs

Daqing Zhang, Zhiyong Yu, Dingqi Yang, 2015, IEEE Transactions on Systems, Man, and Cybernetics: Systems.

Digital Wall: A Power-efficient Solution for Location-based Data Sharing

Qiang Yang, Sinno Jialin Pan, Vincent Wenchen Zheng, 2008, 2008 Sixth Annual IEEE International Conference on Pervasive Computing and Communications (PerCom).

Adam revisited: a weighted past gradients perspective

Enhong Chen, V. Zheng, Tong Xu, 2020, Frontiers of Computer Science.

KnowEdu: A System to Construct Knowledge Graph for Education

Penghe Chen, Yu Lu, Vincent W. Zheng, 2018, IEEE Access.

Neighbor-Anchoring Adversarial Graph Neural Networks

Vincent W. Zheng, Yuan Fang, Zemin Liu, 2023, IEEE Transactions on Knowledge and Data Engineering.

Embedding Both Finite and Infinite Communities on Graphs [Application Notes]

Kevin Chen-Chuan Chang, Erik Cambria, HongYun Cai, 2019, IEEE Comput. Intell. Mag..

Activity Recognition from Trajectory Data

Qiang Yang, Vincent Wenchen Zheng, Yin Zhu, 2011, Computing with Spatial Trajectories.

Collaborative location and activity recommendations with GPS history data

Xing Xie, Qiang Yang, Yu Zheng, 2010, WWW '10.

Learning Community Embedding with Community Detection and Node Embedding on Graphs

Kevin Chen-Chuan Chang, Erik Cambria, HongYun Cai, 2017, CIKM.

Multi-task learning for cross-platform siRNA efficacy prediction: an in-silico study

Qiang Yang, Qi Liu, Hong Xue, 2010, BMC Bioinformatics.

A Comprehensive Survey of Graph Embedding: Problems, Techniques, and Applications

Kevin Chen-Chuan Chang, HongYun Cai, Vincent W. Zheng, 2017, IEEE Transactions on Knowledge and Data Engineering.

Practical and Secure Federated Recommendation with Personalized Masks

Qiang Yang, V. Zheng, Liu Yang, 2021, FL@IJCAI.

A Federated Recommender System for Online Services

Bo Liu, Qiang Yang, Ben Tan, 2020, RecSys.

Abnormal Activity Recognition Based on HDP-HMM Models

Qiang Yang, Jie Yin, D. Hu, 2009, IJCAI.

Differentially Private Federated Knowledge Graphs Embedding

Vincent Wenchen Zheng, Hao Peng, Jianxin Li, 2021, CIKM.

A Survey of Zero-Shot Learning

Chunyan Miao, Han Yu, Wei Wang, 2019, ACM Trans. Intell. Syst. Technol..

Vertex-reinforced Random Walk for Network Embedding

Yangqiu Song, Huan Zhao, Vincent W. Zheng, 2020, SDM.

Active Learning for Graph Embedding pdf

Kevin Chen-Chuan Chang, HongYun Cai, Vincent Wenchen Zheng, 2017, ArXiv.

Federated Knowledge Graphs Embedding pdf

Hao Peng, Jianxin Li, Vincent Zheng, 2021, ArXiv.

Harnessing the Power of the General Public for Crowdsourced Business Intelligence: A Survey

Yan Liu, Bin Guo, Zhiwen Yu, 2019, IEEE Access.

CityTransfer

V. Zheng, Zhiwen Yu, Bin Guo, 2018 .

Community-Based Question Answering via Asymmetric Multi-Faceted Ranking Network Learning

Yueting Zhuang, Hanqing Lu, Deng Cai, 2017, AAAI.

Metagraph-Based Learning on Heterogeneous Graphs

Min Wu, Kevin Chen-Chuan Chang, Wenqing Lin, 2021, IEEE Transactions on Knowledge and Data Engineering.

Semantic proximity search on graphs with metagraph-based learning

Kevin Chen-Chuan Chang, Xiaoli Li, Wenqing Lin, 2016, 2016 IEEE 32nd International Conference on Data Engineering (ICDE).

CityTransfer: Transferring Inter- and Intra-City Knowledge for Chain Store Site Recommendation based on Multi-Source Urban Data

Zhu Wang, Jing Li, Bin Guo, 2018, Proc. ACM Interact. Mob. Wearable Ubiquitous Technol..

Adam revisited: a weighted past gradients perspective

Enhong Chen, Tong Xu, Chuan Qin, 2020, Frontiers of Computer Science.

Mobile Augmented Reality to Enable Intelligent Mall Shopping by Network Data

Hong Cao, Vincent W. Zheng, V. Zheng, 2017 .

Cold-Start Heterogeneous-Device Wireless Localization

Kevin Chen-Chuan Chang, Shenghua Gao, Hong Cao, 2016, AAAI.

IntelligShop: Enabling Intelligent Shopping in Malls through Location-Based Augmented Reality

Kevin Chen-Chuan Chang, Hong Cao, Yuan Fang, 2015, 2015 IEEE International Conference on Data Mining Workshop (ICDMW).

Towards mobile intelligence: Learning from GPS history data for collaborative recommendation

Xing Xie, Qiang Yang, Yu Zheng, 2012, Artif. Intell..

Cross-domain activity recognition

Qiang Yang, Vincent Wenchen Zheng, Derek Hao Hu, 2009, UbiComp.

Real world activity recognition with multiple goals

Qiang Yang, Sinno Jialin Pan, Vincent Wenchen Zheng, 2008, UbiComp.

Collaborative filtering meets next check-in location prediction

Xing Xie, Vincent Wenchen Zheng, Defu Lian, 2013, WWW.

Explainable Fashion Recommendation: A Semantic Attribute Region Guided Approach

Le Wu, Enhong Chen, Min Hou, 2019, IJCAI.

Estimating Location Using Wi-Fi

Qiang Yang, Sinno Jialin Pan, Vincent Wenchen Zheng, 2008, IEEE Intelligent Systems.

Accelerating Large-Scale Heterogeneous Interaction Graph Embedding Learning via Importance Sampling

ZhouJingren, W ZhengVincent, FangYuan, 2020, ACM Trans. Knowl. Discov. Data.

Topological Recurrent Neural Network for Diffusion Prediction

Jia Wang, Kevin Chen-Chuan Chang, Zemin Liu, 2017, 2017 IEEE International Conference on Data Mining (ICDM).

An automatic knowledge graph construction system for K-12 education

Xiaoqing Li, Penghe Chen, Yu Lu, 2018, L@S.

Node, Motif and Subgraph: Leveraging Network Functional Blocks Through Structural Convolution

Jiawei Han, Vincent Wenchen Zheng, Carl Yang, 2018, 2018 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM).

Prerequisite-Driven Deep Knowledge Tracing

Penghe Chen, Yu Lu, Yang Pian, 2018, 2018 IEEE International Conference on Data Mining (ICDM).

Deep Transfer Learning for Cross-domain Activity Recognition

Yiqiang Chen, Jindong Wang, Vincent Wenchen Zheng, 2018, ICCSE'18.

Collaborative Filtering Meets Mobile Recommendation: A User-Centered Approach

Xing Xie, Qiang Yang, Bin Cao, 2010, AAAI.

Detecting signals of detrimental prescribing cascades from social media

Kevin Chen-Chuan Chang, Jiuyong Li, Nicole Pratt, 2016, Artif. Intell. Medicine.

Interactive Paths Embedding for Semantic Proximity Search on Heterogeneous Graphs

Zhao Li, Jing Ying, Zemin Liu, 2018, KDD.

User-Dependent Aspect Model for Collaborative Activity Recognition

Qiang Yang, Vincent Wenchen Zheng, Qiang Yang, 2011, IJCAI.

CEPR: A Collaborative Exploration and Periodically Returning Model for Location Prediction

Nicholas Jing Yuan, Enhong Chen, Fuzheng Zhang, 2015 .

High-order Proximity Preserving Information Network Hashing

Xing Xie, Ivor W. Tsang, Longbing Cao, 2018, KDD.

Unsupervised Multi-view Nonlinear Graph Embedding

Yifan Yang, Wen Wen, Zhao Li, 2018, UAI.

Hidden POI Ranking with Spatial Crowdsourcing

Yan Zhao, Kai Zheng, Bin Yao, 2019, KDD.

Semantic Proximity Search on Heterogeneous Graph by Proximity Embedding

Kevin Chen-Chuan Chang, Jing Ying, Zemin Liu, 2017, AAAI.

A Simple Regularization-based Algorithm for Learning Cross-Domain Word Embeddings

Wei Yang, Wei Lu, Vincent Wenchen Zheng, 2017, EMNLP.

Distance-Aware DAG Embedding for Proximity Search on Heterogeneous Graphs

Kevin Chen-Chuan Chang, Jing Ying, Zemin Liu, 2018, AAAI.

Subgraph-augmented Path Embedding for Semantic User Search on Heterogeneous Social Network

Kevin Chen-Chuan Chang, Jing Ying, Zemin Liu, 2018, WWW.

Neural PathSim for Inductive Similarity Search in Heterogeneous Information Networks

Vincent W. Zheng, Yangqiu Song, Huan Zhao, 2021, CIKM.

Regularizing Structured Classifier with Conditional Probabilistic Constraints for Semi-supervised Learning

Kevin Chen-Chuan Chang, Vincent Wenchen Zheng, V. Zheng, 2016, CIKM.

Beyond Personalization: Social Content Recommendation for Creator Equality and Consumer Satisfaction

Qiang Yang, Yangqiu Song, Vincent W. Zheng, 2019, KDD.

Link Prediction via Ranking Metric Dual-Level Attention Network Learning

Yueting Zhuang, Deng Cai, Xiaofei He, 2017, IJCAI.

Federated Recommendation Systems

Vincent Wenchen Zheng, Liu Yang, Qiang Yang, 2020, Federated Learning.

Transfer Learning by Reusing Structured Knowledge

Bin Li, Qiang Yang, Vincent Wenchen Zheng, 2011, AI Mag..

Engineering Graph Features via Network Functional Blocks

Vincent Wenchen Zheng, V. Zheng, 2018, IJCAI.

Alpha-Beta Sampling for Pairwise Ranking in One-Class Collaborative Filtering

Enhong Chen, Qi Liu, Hefu Zhang, 2019, 2019 IEEE International Conference on Data Mining (ICDM).

Heterogeneous Embedding Propagation for Large-Scale E-Commerce User Alignment

Kevin Chen-Chuan Chang, Kian-Lee Tan, Yuchen Li, 2018, 2018 IEEE International Conference on Data Mining (ICDM).

Transferring Localization Models over Time

Qiang Yang, Dou Shen, Vincent Wenchen Zheng, 2008, AAAI.

Integrated QSAR study for inhibitors of hedgehog signal pathway against multiple cell lines:a collaborative filtering method

Jun Gao, Qi Liu, Ruixin Zhu, 2012, BMC Bioinformatics.

Adaptive Attention Network for Review Sentiment Classification

Wenfeng Feng, Vincent Wenchen Zheng, Hankui Zhuo, 2018, PAKDD.

Neighbor-Anchoring Adversarial Graph Neural Networks (Extended Abstract)

V. Zheng, Yuan Fang, Zemin Liu, 2022, 2022 IEEE 38th International Conference on Data Engineering (ICDE).

Domain-constrained semi-supervised mining of tracking models in sensor networks

Qiang Yang, Rong Pan, Sinno Jialin Pan, 2007, KDD '07.

Social explorative attention based recommendation for content distribution platforms pdf

Yangqiu Song, Qiang Yang, Huan Zhao, 2020, Data Mining and Knowledge Discovery.

Authenticity and credibility aware detection of adverse drug events from social media.

Kevin Chen-Chuan Chang, Jiuyong Li, Nicole Pratt, 2018, International journal of medical informatics.

IEEE TRANSACTIONS ON SYSTEMS , MAN , AND CYBERNETICS : SYSTEMS 1 Modeling User Activity Preference by Leveraging User Spatial Temporal Characteristics in LBSNs

Daqing Zhang, Dingqi Yang, V. Zheng, 2014 .

Authenticity and credibility aware detection of adverse drug events from social media

Kevin Chen-Chuan Chang, Jiuyong Li, Nicole Pratt, 2018, Int. J. Medical Informatics.

Privacy Threats Against Federated Matrix Factorization pdf

Qiang Yang, Ce Ju, Dashan Gao, 2020, ArXiv.

Explainable Fashion Recommendation: A Semantic Attribute Region Guided Approach

V. Zheng, Qi Liu, Le Wu, 2019 .

Mobility Profiling for User Verification with Anonymized Location Data

Kevin Chen-Chuan Chang, Shonali Krishnaswamy, Hong Cao, 2015, IJCAI.

From Community Detection to Community Profiling pdf

Zi Huang, Kevin Chen-Chuan Chang, HongYun Cai, 2017, Proc. VLDB Endow..

Practical and Secure Federated Recommendation with Personalized Masks

Qiang Yang, V. Zheng, Liu Yang, 2021, FL@IJCAI.

Semantic Proximity Search on Heterogeneous Graph by Proximity Embedding

Zhou Zhao, V. Zheng, K. Chang, 2017, AAAI Conference on Artificial Intelligence.

From Node Embedding To Community Embedding pdf

Kevin Chen-Chuan Chang, Erik Cambria, HongYun Cai, 2016, ArXiv.