Vincent W. Zheng

72 papers A* 22A 6B 3Journal 32Unranked 8
YearRankTypeTitle / Venue / Authors
2025 — conf
Efficient Multi-Expert Tabular Language Model for Banking.
KDD (1)
Yue Guo, Wentao Zhang, Xiaojun Zhang, Vincent W. Zheng, Yi Yang
2025 J jnl
Meta-path based proximity learning in heterogeneous information networks.
Data Min. Knowl. Discov.
Wenyi Xiao, Huan Zhao, Vincent W. Zheng, Yangqiu Song
2023 J jnl
Neighbor-Anchoring Adversarial Graph Neural Networks.
IEEE Trans. Knowl. Data Eng.
Zemin Liu, Yuan Fang, Yong Liu, Vincent W. Zheng
2022 J jnl
CMKT: Concept Map Driven Knowledge Tracing.
IEEE Trans. Learn. Technol.
Yu Lu, Penghe Chen, Yang Pian, Vincent W. Zheng
2022 A* conf
Neighbor-Anchoring Adversarial Graph Neural Networks (Extended Abstract).
ICDE
Zemin Liu, Yuan Fang, Yong Liu, Vincent W. Zheng
2021 J jnl
Accelerating Large-Scale Heterogeneous Interaction Graph Embedding Learning via Importance Sampling.
ACM Trans. Knowl. Discov. Data
Yugang Ji, Mingyang Yin, Hongxia Yang, Jingren Zhou, Vincent W. Zheng, Chuan Shi, Yuan Fang
2021 J jnl
Adam revisited: a weighted past gradients perspective.
CoRR
Hui Zhong, Zaiyi Chen, Chuan Qin, Zai Huang, Vincent W. Zheng, Tong Xu, Enhong Chen
2021 A conf
Differentially Private Federated Knowledge Graphs Embedding.
CIKM
Hao Peng, Haoran Li, Yangqiu Song, Vincent W. Zheng, Jianxin Li
2021 J jnl
Federated Knowledge Graphs Embedding.
CoRR
Hao Peng, Haoran Li, Yangqiu Song, Vincent W. Zheng, Jianxin Li
2021 J jnl
Metagraph-Based Learning on Heterogeneous Graphs.
IEEE Trans. Knowl. Data Eng.
Yuan Fang, Wenqing Lin, Vincent W. Zheng, Min Wu, Jiaqi Shi, Kevin Chen-Chuan Chang, Xiaoli Li
2021 A conf
Neural PathSim for Inductive Similarity Search in Heterogeneous Information Networks.
CIKM
Wenyi Xiao, Huan Zhao, Vincent W. Zheng, Yangqiu Song
2021 J jnl
Neural PathSim for Inductive Similarity Search in Heterogeneous Information Networks.
CoRR
Wenyi Xiao, Huan Zhao, Vincent W. Zheng, Yangqiu Song
2021 J jnl
Practical and Secure Federated Recommendation with Personalized Masks.
CoRR
Liu Yang, Ben Tan, Bo Liu, Vincent W. Zheng, Kai Chen, Qiang Yang
2021 J jnl
Social explorative attention based recommendation for content distribution platforms.
Data Min. Knowl. Discov.
Wenyi Xiao, Huan Zhao, Haojie Pan, Yangqiu Song, Vincent W. Zheng, Qiang Yang
2021 — conf
Subgraph Convolutional Network for Recommendation.
CCIS
Yan Zhao, Lianming Zhou, Liwei Deng, Vincent W. Zheng, Hongzhi Yin, Kai Zheng
2020 A conf
A Federated Recommender System for Online Services.
RecSys
Ben Tan, Bo Liu, Vincent W. Zheng, Qiang Yang
2020 J jnl
Adam revisited: a weighted past gradients perspective.
Frontiers Comput. Sci.
Hui Zhong, Zaiyi Chen, Chuan Qin, Zai Huang, Vincent W. Zheng, Tong Xu, Enhong Chen
2020 J jnl
Electricity Theft Pinpointing Through Correlation Analysis of Master and Individual Meter Readings.
IEEE Trans. Smart Grid
Partha P. Biswas, Hongyun Cai, Bin Zhou, Binbin Chen, Daisuke Mashima, Vincent W. Zheng
2020 — ch.
Federated Recommendation Systems.
Federated Learning
Liu Yang, Ben Tan, Vincent W. Zheng, Kai Chen, Qiang Yang
2020 J jnl
Modeling Marked Temporal Point Process Using Multi-relation Structure RNN.
Cogn. Comput.
Hongyun Cai, Thanh Tung Nguyen, Yan Li, Vincent W. Zheng, Binbin Chen, Gao Cong, Xiaoli Li
2020 J jnl
Privacy Threats Against Federated Matrix Factorization.
CoRR
Dashan Gao, Ben Tan, Ce Ju, Vincent W. Zheng, Qiang Yang
2020 J jnl
Social Explorative Attention based Recommendation for Content Distribution Platforms.
CoRR
Wenyi Xiao, Huan Zhao, Haojie Pan, Yangqiu Song, Vincent W. Zheng, Qiang Yang
2020 A conf
Vertex-reinforced Random Walk for Network Embedding.
SDM
Wenyi Xiao, Huan Zhao, Vincent W. Zheng, Yangqiu Song
2020 J jnl
Vertex-reinforced Random Walk for Network Embedding.
CoRR
Wenyi Xiao, Huan Zhao, Vincent W. Zheng, Yangqiu Song
2019 J jnl
A Simple Regularization-based Algorithm for Learning Cross-Domain Word Embeddings.
CoRR
Wei Yang, Wei Lu, Vincent W. Zheng
2019 J jnl
A Survey of Zero-Shot Learning: Settings, Methods, and Applications.
ACM Trans. Intell. Syst. Technol.
Wei Wang, Vincent W. Zheng, Han Yu, Chunyan Miao
2019 A* conf
Alpha-Beta Sampling for Pairwise Ranking in One-Class Collaborative Filtering.
ICDM
Mingyue Cheng, Runlong Yu, Qi Liu, Vincent W. Zheng, Hongke Zhao, Hefu Zhang, Enhong Chen
2019 B conf
An Attention-Based Model for Learning Dynamic Interaction Networks.
IJCNN
Sandro Cavallari, Soujanya Poria, Erik Cambria, Vincent W. Zheng, Hongyun Cai
2019 A* conf
Beyond Personalization: Social Content Recommendation for Creator Equality and Consumer Satisfaction.
KDD
Wenyi Xiao, Huan Zhao, Haojie Pan, Yangqiu Song, Vincent W. Zheng, Qiang Yang
2019 J jnl
Beyond Personalization: Social Content Recommendation for Creator Equality and Consumer Satisfaction.
CoRR
Wenyi Xiao, Huan Zhao, Haojie Pan, Yangqiu Song, Vincent W. Zheng, Qiang Yang
2019 J jnl
Embedding Both Finite and Infinite Communities on Graphs [Application Notes].
IEEE Comput. Intell. Mag.
Sandro Cavallari, Erik Cambria, Hongyun Cai, Kevin Chen-Chuan Chang, Vincent W. Zheng
2019 A* conf
Explainable Fashion Recommendation: A Semantic Attribute Region Guided Approach.
IJCAI
Min Hou, Le Wu, Enhong Chen, Zhi Li, Vincent W. Zheng, Qi Liu
2019 J jnl
Explainable Fashion Recommendation: A Semantic Attribute Region Guided Approach.
CoRR
Min Hou, Le Wu, Enhong Chen, Zhi Li, Vincent W. Zheng, Qi Liu
2019 J jnl
Harnessing the Power of the General Public for Crowdsourced Business Intelligence: A Survey.
IEEE Access
Bin Guo, Yan Liu, Yi Ouyang, Vincent W. Zheng, Daqing Zhang, Zhiwen Yu
2019 A* conf
Hidden POI Ranking with Spatial Crowdsourcing.
KDD
Yue Cui, Liwei Deng, Yan Zhao, Bin Yao, Vincent W. Zheng, Kai Zheng
2018 J jnl
A Comprehensive Survey of Graph Embedding: Problems, Techniques, and Applications.
IEEE Trans. Knowl. Data Eng.
Hongyun Cai, Vincent W. Zheng, Kevin Chen-Chuan Chang
2018 — conf
Adaptive Attention Network for Review Sentiment Classification.
PAKDD (1)
Chuantao Zong, Wenfeng Feng, Vincent W. Zheng, Hankz Hankui Zhuo
2018 B conf
An automatic knowledge graph construction system for K-12 education.
L@S
Penghe Chen, Yu Lu, Vincent W. Zheng, Xiyang Chen, Xiaoqing Li
2018 J jnl
Authenticity and credibility aware detection of adverse drug events from social media.
Int. J. Medical Informatics
Tao Hoang, Jixue Liu, Nicole Pratt, Vincent W. Zheng, Kevin Chen-Chuan Chang, Elizabeth Roughead, Jiuyong Li
2018 J jnl
Authenticity and credibility aware detection of adverse drug events from social media.
Int. J. Medical Informatics
Tao Hoang, Jixue Liu, Nicole Pratt, Vincent W. Zheng, Kevin Chen-Chuan Chang, Elizabeth Roughead, Jiuyong Li
2018 — conf
Deep Transfer Learning for Cross-domain Activity Recognition.
ICCSE
Jindong Wang, Vincent W. Zheng, Yiqiang Chen, Meiyu Huang
2018 A* conf
Distance-Aware DAG Embedding for Proximity Search on Heterogeneous Graphs.
AAAI
Zemin Liu, Vincent W. Zheng, Zhou Zhao, Fanwei Zhu, Kevin Chen-Chuan Chang, Minghui Wu, Jing Ying
2018 A* conf
Engineering Graph Features via Network Functional Blocks.
IJCAI
Vincent W. Zheng
2018 A* conf
Heterogeneous Embedding Propagation for Large-Scale E-Commerce User Alignment.
ICDM
Vincent W. Zheng, Mo Sha, Yuchen Li, Hongxia Yang, Yuan Fang, Zhenjie Zhang, Kian-Lee Tan, Kevin Chen-Chuan Chang
2018 A* conf
High-order Proximity Preserving Information Network Hashing.
KDD
Defu Lian, Kai Zheng, Vincent W. Zheng, Yong Ge, Longbing Cao, Ivor W. Tsang, Xing Xie
2018 A* conf
Interactive Paths Embedding for Semantic Proximity Search on Heterogeneous Graphs.
KDD
Zemin Liu, Vincent W. Zheng, Zhou Zhao, Zhao Li, Hongxia Yang, Minghui Wu, Jing Ying
2018 J jnl
KnowEdu: A System to Construct Knowledge Graph for Education.
IEEE Access
Penghe Chen, Yu Lu, Vincent W. Zheng, Xiyang Chen, Boda Yang
2018 B conf
Node, Motif and Subgraph: Leveraging Network Functional Blocks Through Structural Convolution.
ASONAM
Carl Yang, Mengxiong Liu, Vincent W. Zheng, Jiawei Han
2018 A* conf
Prerequisite-Driven Deep Knowledge Tracing.
ICDM
Penghe Chen, Yu Lu, Vincent W. Zheng, Yang Pian
2018 A* conf
Robust Asymmetric Recommendation via Min-Max Optimization.
SIGIR
Peng Yang, Peilin Zhao, Vincent W. Zheng, Lizhong Ding, Xin Gao
2018 — conf
Sequential context modeling for smart devices by Collaborative Hidden Markov Model.
WF-IoT
Miao Lin, Vincent W. Zheng, Shili Xiang
2018 A* conf
Subgraph-augmented Path Embedding for Semantic User Search on Heterogeneous Social Network.
WWW
Zemin Liu, Vincent W. Zheng, Zhou Zhao, Hongxia Yang, Kevin Chen-Chuan Chang, Minghui Wu, Jing Ying
2018 A conf
Unsupervised Multi-view Nonlinear Graph Embedding.
UAI
Jiaming Huang, Zhao Li, Vincent W. Zheng, Wen Wen, Yifan Yang, Yuanmi Chen
2017 J jnl
A Comprehensive Survey of Graph Embedding: Problems, Techniques and Applications.
CoRR
Hongyun Cai, Vincent W. Zheng, Kevin Chen-Chuan Chang
2017 A* conf
A Simple Regularization-based Algorithm for Learning Cross-Domain Word Embeddings.
EMNLP
Wei Yang, Wei Lu, Vincent W. Zheng
2017 J jnl
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.
Bin Guo, Jing Li, Vincent W. Zheng, Zhu Wang, Zhiwen Yu
2017 A* conf
Community-Based Question Answering via Asymmetric Multi-Faceted Ranking Network Learning.
AAAI
Zhou Zhao, Hanqing Lu, Vincent W. Zheng, Deng Cai, Xiaofei He, Yueting Zhuang
2017 — conf
Enhancing Anomaly Diagnosis of Automatic Train Supervision System Based on Operation Log.
DSN Workshops
Yan Li, Binbin Chen, Vincent W. Zheng, William G. Temple, Zbigniew Kalbarczyk, Yue Wu
2017 A conf
Learning Community Embedding with Community Detection and Node Embedding on Graphs.
CIKM
Sandro Cavallari, Vincent W. Zheng, Hongyun Cai, Kevin Chen-Chuan Chang, Erik Cambria
2017 A* conf
Link Prediction via Ranking Metric Dual-Level Attention Network Learning.
IJCAI
Zhou Zhao, Ben Gao, Vincent W. Zheng, Deng Cai, Xiaofei He, Yueting Zhuang
2017 A* conf
Semantic Proximity Search on Heterogeneous Graph by Proximity Embedding.
AAAI
Zemin Liu, Vincent W. Zheng, Zhou Zhao, Fanwei Zhu, Kevin Chen-Chuan Chang, Minghui Wu, Jing Ying
2017 A* conf
Topological Recurrent Neural Network for Diffusion Prediction.
ICDM
Jia Wang, Vincent W. Zheng, Zemin Liu, Kevin Chen-Chuan Chang
2017 J jnl
Topological Recurrent Neural Network for Diffusion Prediction.
CoRR
Jia Wang, Vincent W. Zheng, Zemin Liu, Kevin Chen-Chuan Chang
2016 A* conf
Cold-Start Heterogeneous-Device Wireless Localization.
AAAI
Vincent W. Zheng, Hong Cao, Shenghua Gao, Aditi Adhikari, Miao Lin, Kevin Chen-Chuan Chang
2016 J jnl
Detecting signals of detrimental prescribing cascades from social media.
Artif. Intell. Medicine
Tao Hoang, Jixue Liu, Nicole Pratt, Vincent W. Zheng, Kevin Chen-Chuan Chang, Elizabeth Roughead, Jiuyong Li
2016 J jnl
From Node Embedding To Community Embedding.
CoRR
Vincent W. Zheng, Sandro Cavallari, Hongyun Cai, Kevin Chen-Chuan Chang, Erik Cambria
2016 A* conf
Learning to query: Focused web page harvesting for entity aspects.
ICDE
Yuan Fang, Vincent W. Zheng, Kevin Chen-Chuan Chang
2015 A* conf
An Aggressive Graph-Based Selective Sampling Algorithm for Classification.
ICDM
Peng Yang, Peilin Zhao, Vincent W. Zheng, Xiaoli Li
2015 — conf
IntelligShop: Enabling Intelligent Shopping in Malls through Location-Based Augmented Reality.
ICDM Workshops
Aditi Adhikari, Vincent W. Zheng, Hong Cao, Miao Lin, Yuan Fang, Kevin Chen-Chuan Chang
2015 — conf
Mobile user verification/identification using statistical mobility profile.
BigComp
Miao Lin, Hong Cao, Vincent W. Zheng, Kevin Chen-Chuan Chang, Shonali Krishnaswamy
2015 A* conf
Mobility Profiling for User Verification with Anonymized Location Data.
IJCAI
Miao Lin, Hong Cao, Vincent W. Zheng, Kevin Chen-Chuan Chang, Shonali Krishnaswamy
2015 J jnl
Modeling User Activity Preference by Leveraging User Spatial Temporal Characteristics in LBSNs.
IEEE Trans. Syst. Man Cybern. Syst.
Dingqi Yang, Daqing Zhang, Vincent W. Zheng, Zhiyong Yu