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Zhengkui Wang

Daniel Zhengkui Wang

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affiliation: Singapore Institute of Technology, InfoComm Technology Cluster, Singapore
affiliation (PhD 2013): National University of Singapore, Singapore

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Journal Articles

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2024
[j9]
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Lihu Pan, Jianzhong Diao, Zhengkui Wang, Shouxin Peng, Cunhui Zhao:
HF-YOLO: Advanced Pedestrian Detection Model with Feature Fusion and Imbalance Resolution. Neural Process. Lett. 56(2): 90 (2024)
2023
[j8]
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Ling Li, Yuhai Zhao, Siqiang Luo, Guoren Wang, Zhengkui Wang:
Efficient Community Search in Edge-Attributed Graphs. IEEE Trans. Knowl. Data Eng. 35(10): 10790-10806 (2023)
2022
[j7]
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Ling Li, Yuhai Zhao, Yuan Li, Fazal Wahab, Zhengkui Wang:
The most active community search in large temporal graphs. Knowl. Based Syst. 250: 109101 (2022)
[j6]
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Qingchao Zhao, Long Li, Yan Chu, Zhen Yang, Zhengkui Wang, Wen Shan:
Efficient Supervised Image Clustering Based on Density Division and Graph Neural Networks. Remote. Sens. 14(15): 3768 (2022)
[j5]
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Jing Lu, Yuhai Zhao, Kian-Lee Tan, Zhengkui Wang:
Distributed Density Peaks Clustering Revisited. IEEE Trans. Knowl. Data Eng. 34(8): 3714-3726 (2022)
2020
[j4]
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Yan Chu, Xiao Yue, Quan Wang, Zhengkui Wang:
SecureAS: A Vulnerability Assessment System for Deep Neural Network Based on Adversarial Examples. IEEE Access 8: 109156-109167 (2020)
[j3]
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Yan Chu, Xiao Yue, Lei Yu, Mikhailov Sergei, Zhengkui Wang:
Automatic Image Captioning Based on ResNet50 and LSTM with Soft Attention. Wirel. Commun. Mob. Comput. 2020: 8909458:1-8909458:7 (2020)
2013
[j2]
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Zhengkui Wang, Divyakant Agrawal, Kian-Lee Tan:
COSAC: A Framework for Combinatorial Statistical Analysis on Cloud. IEEE Trans. Knowl. Data Eng. 25(9): 2010-2023 (2013)
2011
[j1]
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  - journals/bioinformatics/WangWTWA11
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Zhengkui Wang, Yue Wang, Kian-Lee Tan, Limsoon Wong, Divyakant Agrawal:
eCEO: an efficient Cloud Epistasis cOmputing model in genome-wide association study. Bioinform. 27(8): 1045-1051 (2011)

Conference and Workshop Papers

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2024
[c41]
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Yejiang Wang, Yuhai Zhao, Zhengkui Wang, Wen Shan, Xingwei Wang:
Limited-Supervised Multi-Label Learning with Dependency Noise. AAAI 2024: 15662-15670
[c40]
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Yuan Li, Xiuxu Chen, Yuhai Zhao, Wen Shan, Zhengkui Wang, Guoli Yang, Guoren Wang:
Self-Training GNN-based Community Search in Large Attributed Heterogeneous Information Networks. ICDE 2024: 2765-2778
[c39]
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Ling Li, Yuhai Zhao, Siqiang Luo, Guoren Wang, Zhengkui Wang:
Efficient Community Search in Edge-Attributed Graphs (Extended Abstract). ICDE 2024: 5731-5732
[c38]
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  - conf/sac/PanYWSY24
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Lihu Pan, Yunting Yang, Zhengkui Wang, Wen Shan, Jiali Yin:
Open-Vocabulary And Multitask Image Segmentation. SAC 2024: 1048-1049
2023
[c37]
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Yejiang Wang, Yuhai Zhao, Zhengkui Wang, Meixia Wang:
Robust Self-Supervised Multi-Instance Learning with Structure Awareness. AAAI 2023: 10218-10225
[c36]
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Lihu Pan, Yunting Yang, Zhengkui Wang, Rui Zhang, Wen Shan, Jiashu Li:
Image Segmentation with Vision-Language Models. CSAI 2023: 233-238
[c35]
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  - conf/dese/JacksonSHKHAGZW23
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Ng Wei Shen Jackson, Jullisha Sasikumar, Wong Yok Hung, Osama Rasheed Khan, Vivian Ng Zhi Hui, Sahar Al-Sudani, Huaqun Guo, Zhiyuan Zhang, Zhengkui Wang:
The Impact of the COVID-19 Pandemic on Retrenchment, Vaccinations, and Global Happiness. DeSE 2023: 280-286
[c34]
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Tan Wen Zheng Ashley, Lim Jo Han, Derrick, Kowit Tan, Rong Kai Tech Avin, Ashlinder Kaur, Sahar Al-Sudani, Zhengkui Wang:
BrandTrend: Understanding the Trending Games and Gaming Influencers for Better Gaming Peripheral Promotion. DeSE 2023: 540-545
[c33]
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Yan Chu, Xianghui Sun, Songhao Jiang, Tianwen Xie, Zhengkui Wang, Wen Shan:
Imbalanced Few-Shot Learning Based on Meta-transfer Learning. ICANN (8) 2023: 357-369
[c32]
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Ling Li, Siqiang Luo, Yuhai Zhao, Caihua Shan, Zhengkui Wang, Lu Qin:
COCLEP: Contrastive Learning-based Semi-Supervised Community Search. ICDE 2023: 2483-2495
[c31]
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Jing Lu, Yuhai Zhao, Zhengkui Wang, Guoren Wang:
Skyline Micro-Cluster Query: A Novel and Practical Spatial Query. ICDE 2023: 2686-2698
[c30]
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Songhao Jiang, Yan Chu, Zhengkui Wang, Tianxing Ma, Hanlin Wang, Wenxuan Lu, Tianning Zang, Bo Wang:
Explainable Text Classification via Attentive and Targeted Mixing Data Augmentation. IJCAI 2023: 5085-5094
[c29]
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Haiyang Wang, Yan Chu, Hui Ning, Zhengkui Wang, Wen Shan:
User Feedback-Based Counterfactual Data Augmentation for Sequential Recommendation. KSEM (3) 2023: 370-382
[c28]
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Yejiang Wang, Yuhai Zhao, Daniel Zhengkui Wang, Ling Li:
GALOPA: Graph Transport Learning with Optimal Plan Alignment. NeurIPS 2023
2022
[c27]
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  - conf/cscml/TuhinLW22
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Isfaque Al Kaderi Tuhin, Peter Loh, Zhengkui Wang:
Smart Cybercrime Classification for Digital Forensics with Small Datasets. CSCML 2022: 270-280
[c26]
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Yan Chu, Jianpeng Guo, Wen Shan, Zhengkui Wang:
EfficientFCOS: An Efficient One-stage Object Detection Model based on FCOS. CSCWD 2022: 617-622
[c25]
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  - conf/icpr/ZhaoL0WS22
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Qingchao Zhao, Long Li, Yan Chu, Zhengkui Wang, Wen Shan:
Density Division Face Clustering Based on Graph Convolutional Networks. ICPR 2022: 5017-5023
[c24]
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  - conf/ismar/QiuOXYXLWCG22
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Dongyu Qiu, Clemen Yu Da Ow, Xinxing Xia, Jin Qi Yeo, Jiazhi Xia, Malcolm Yoke Hean Low, Zhengkui Wang, Alvin Toong Shoon Chan, Frank Yunqing Guan:
ViCollAR: A Novel System for 3D Data Visualization using Collaborative Augmented Reality. ISMAR Adjunct 2022: 907-908
[c23]
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Jinmin Xue, Shengdong Qu, Jingxian Li, Yan Chu, Zhengkui Wang:
TSC-GCN: A Face Clustering Method Based on GCN. KSEM (3) 2022: 260-271
[c22]
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Yucen Shi, Ying Yin, Zhengkui Wang, David Lo, Tao Zhang, Xin Xia, Yuhai Zhao, Bowen Xu:
How to better utilize code graphs in semantic code search? ESEC/SIGSOFT FSE 2022: 722-733
2021
[c21]
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  - conf/accc/WangCLS21
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Zhengkui Wang, Soumyadeb Chowdhury, Malcolm Yoke Hean Low, Wen Shan:
News Insider: Innovating News Understanding to Improve the Quality of Reading Experience. ACCC 2021: 122-126
[c20]
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Jing Lu, Yuhai Zhao, Kian-Lee Tan, Zhengkui Wang:
Distributed Density Peaks Clustering Revisited (Extended Abstract). ICDE 2021: 2352-2353
[c19]
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  - conf/kdd/ZhaoWWZ21
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Yuhai Zhao, Yejiang Wang, Zhengkui Wang, Chengqi Zhang:
Multi-graph Multi-label Learning with Dual-granularity Labeling. KDD 2021: 2327-2337
[c18]
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  - conf/ksem/ZhaoYWCST21
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Qingchao Zhao, Jing Yang, Zhengkui Wang, Yan Chu, Wen Shan, Isfaque Al Kaderi Tuhin:
Clustering Massive-Categories and Complex Documents via Graph Convolutional Network. KSEM 2021: 27-39
[c17]
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Yan Chu, Zhengkui Wang, Lina Wang, Qingchao Zhao, Wen Shan:
Fine-Grained Image Classification Based on Target Acquisition and Feature Fusion. KSEM 2021: 209-221
[c16]
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  - conf/soli/JunWRHAW21
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Adrian Chan Feng Jun, Andrew Fong En Wei, Chua Wee Chye Ryan, Goh Qing Han, Jacob Abraham, Zhengkui Wang:
LionKeeper: Automatically Discovering Timely Cybercrime Dynamics in the Age of COVID-19. SOLI 2021: 1-6
2019
[c15]
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  - conf/ispa/0001QYSWW19
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Yan Chu, Shuhao Qi, Yue Yang, Chenqi Shan, Lina Wang, Zhengkui Wang:
An Attention-Based Recommendation Algorithm. ISPA/BDCloud/SocialCom/SustainCom 2019: 1505-1510
[c14]
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  - conf/ksem/LiuCLLW19
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Enhan Liu, Yan Chu, Lan Luan, Guang Li, Zhengkui Wang:
Mixing-RNN: A Recommendation Algorithm Based on Recurrent Neural Network. KSEM (1) 2019: 109-117
[c13]
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Larry Ruohua Zhu, Jun Hong Tong, Malcolm Yoke Hean Low, Ben Hsin Lau, Mary Xiaorong Chen, Zhengkui Wang:
An Automated Staff Roster Planning System (SRPS) For Healthcare Industry. SNPD 2019: 167-172
2016
[c12]
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  - conf/dasfaa/WangCTAA16
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Zhengkui Wang, Yan Chu, Kian-Lee Tan, Divyakant Agrawal, Amr El Abbadi:
HaCube: Extending MapReduce for Efficient OLAP Cube Materialization and View Maintenance. DASFAA (2) 2016: 113-129
[c11]
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Qi Fan, Zhengkui Wang, Chee-Yong Chan, Kian-Lee Tan:
Towards Neighborhood Window Analytics over Large-Scale Graphs. DASFAA (2) 2016: 201-217
[c10]
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Yan Chu, Hongbin Wang, Liying Zheng, Zhengkui Wang, Kian-Lee Tan:
TRSO: A Tourism Recommender System Based on Ontology. KSEM 2016: 567-579
[c9]
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  - conf/sigmod/LinC0OTW16
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Qian Lin, Pengfei Chang, Gang Chen, Beng Chin Ooi, Kian-Lee Tan, Zhengkui Wang:
Towards a Non-2PC Transaction Management in Distributed Database Systems. SIGMOD Conference 2016: 1659-1674
2015
[c8]
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Lei Yang, Yan Chu, Jianpei Zhang, Linlin Xia, Zhengkui Wang, Kian-Lee Tan:
Transfer learning over big data. ICDIM 2015: 63-68
[c7]
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Lei Yang, Yan Chu, Guangyu Li, Xingmei Wang, Linlin Xia, Zhengkui Wang, Kian-Lee Tan:
A flexible and reliable recommendation algorithm in intelligent transportation system. ICDIM 2015: 229-233
[c6]
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Yan Chu, Zhengkui Wang, Man Chen, Linlin Xia, Fengmei Wei, Mengnan Cai:
Transfer Learning in Large-Scale Short Text Analysis. KSEM 2015: 499-511
[c5]
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Qian Lin, Beng Chin Ooi, Zhengkui Wang, Cui Yu:
Scalable Distributed Stream Join Processing. SIGMOD Conference 2015: 811-825
2014
[c4]
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Zhengkui Wang, Qi Fan, Huiju Wang, Kian-Lee Tan, Divyakant Agrawal, Amr El Abbadi:
Pagrol: Parallel graph olap over large-scale attributed graphs. ICDE 2014: 496-507
2011
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Qian Xiao, Zhengkui Wang, Kian-Lee Tan:
LORA: Link Obfuscation by Randomization in Graphs. Secure Data Management 2011: 33-51
2010
[c2]
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  - conf/bibm/WangWTWA10
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Zhengkui Wang, Yue Wang, Kian-Lee Tan, Limsoon Wong, Divyakant Agrawal:
CEO a cloud epistasis computing model in GWAS. BIBM 2010: 85-90
2008
[c1]
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Hongpeng Wang, Zhengkui Wang:
The Embedded VSR System Design Based on ARM and Frequency Spectrum Analysis. PACIIA (2) 2008: 488-492

Reference Works

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2018
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Zhengkui Wang:
Graph OLAP. Encyclopedia of Database Systems (2nd ed.) 2018

Informal and Other Publications

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2024
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  - journals/corr/abs-2406-01938
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Zhengyi Kwan, Wei Zhang, Zhengkui Wang, Aik Beng Ng, Simon See:
Nutrition Estimation for Dietary Management: A Transformer Approach with Depth Sensing. CoRR abs/2406.01938 (2024)
2020
[i5]
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  - journals/corr/abs-2012-10650
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Yejiang Wang, Yuhai Zhao, Zhengkui Wang, Chengqi Zhang:
Towards Coarse and Fine-grained Multi-Graph Multi-Label Learning. CoRR abs/2012.10650 (2020)
2017
[i4]
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  - journals/corr/WangBCXS17
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  - https://dblp.org/rec/journals/corr/WangBCXS17
Zhengkui Wang, Guangdong Bai, Soumyadeb Chowdhury, Quanqing Xu, Zhi Lin Seow:
TwiInsight: Discovering Topics and Sentiments from Social Media Datasets. CoRR abs/1705.08094 (2017)
[i3]
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  - journals/corr/abs-1709-06745
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  - https://dblp.org/rec/journals/corr/abs-1709-06745
Huiju Wang, Zhengkui Wang, Kian-Lee Tan, Chee-Yong Chan, Qi Fan, Xiao Yue:
VCExplorer: A Interactive Graph Exploration Framework Based on Hub Vertices with Graph Consolidation. CoRR abs/1709.06745 (2017)
2015
[i2]
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  dblp key:
  - journals/corr/FanWCT15
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  - https://dblp.org/rec/journals/corr/FanWCT15
Qi Fan, Zhengkui Wang, Chee-Yong Chan, Kian-Lee Tan:
Supporting Window Analytics over Large-scale Dynamic Graphs. CoRR abs/1510.07104 (2015)
2013
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  dblp key:
  - journals/corr/WangCTAAX13
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  - https://dblp.org/rec/journals/corr/WangCTAAX13
Zhengkui Wang, Yan Chu, Kian-Lee Tan, Divyakant Agrawal, Amr El Abbadi, Xiaolong Xu:
Scalable Data Cube Analysis over Big Data. CoRR abs/1311.5663 (2013)

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