Publications of
Rui Zhang
-
Ning Ding, Xiaobin
Wang, Yao Fu, Guangwei Xu, Rui Wang, Pengjun Xie, Ying Shen, Fei Huang, Hai-Tao
Zheng, Rui Zhang,
Prototypical Representation Learning for Relation Extraction. The
Ninth International Conference on Learning Representations (ICLR) 2021.
¡¡
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Yixin Su, Rui Zhang,
Sarah Erfani, Zhenghua Xu,
Detecting Beneficial Feature Interactions for Recommender Systems.
The 35th AAAI Conference on Artificial Intelligence (AAAI) 2021.
¡¡
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Yang Song, Yu Gu, Rui Zhang, Ge Yu,
ProMIPS: Efficient High-Dimensionalc-Approximate Maximum Inner Product
Searchwith a Lightweight Index. Proceedings of the 37th
IEEE International Conference on Data Engineering (ICDE) 2021.
¡¡
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Yimeng Dai, Rui
Zhang, Jianzhong Qi, Automatic Webpage Briefing.
Proceedings of the 37th
IEEE International Conference on Data Engineering (ICDE) 2021.
¡¡
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Yaoshu Wang, Chuan Xiao, Jianbin Qin, Rui
Mao, Onizuka Makoto, Wei Wang, Rui Zhang,
Consistent and Flexible
Selectivity Estimation for High-Dimensional Data. Proceedings of ACM
Conference on Management of Data (SIGMOD) 2021.
¡¡
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Hao Wu, Junhao Gan, Zhewei Wei, Rui
Zhang,
Unifying the Global and Local Approaches: An Efficient Power
Iteration with Forward Push. Proceedings of ACM Conference on Management
of Data (SIGMOD) 2021.
¡¡
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Xiaojie Wang, Rui Zhang, Yu Sun,
Jianzhong Qi,
Combating Selection Biases in Recommender Systems with A Few Unbiased
Ratings. The 13th ACM International Conference on Web Search and Data Mining (WSDM)
2021.
¡¡
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Xinting Huang, Jianzhong Qi, Yu Sun, and
Rui Zhang.
Generalizable and Explainable Dialogue Generation via Explicit Action
Learning. The 2020 Conference on Empirical Methods in Natural Language Processing
(EMNLP), Findings of EMNLP, 3981-3991, 2020.
¡¡
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Shiquan Yang, Rui
Zhang, Sarah Erfani,
GraphDialog: Integrating Graph Knowledge into
End-to-End Task-Oriented Dialogue Systems, The 2020 Conference on Empirical Methods in Natural Language Processing
(EMNLP) 2020.
¡¡
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Yunxiang Zhao,
Qiuhong Ke, Flip Korn, Jianzhong Qi, and Rui Zhang.
HexCNN: A Framework for Native Hexagonal Convolutional Neural Networks.
20th IEEE International Conference on Data Mining (ICDM) 2020.
¡¡
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Ang Li, Shanshan
Zhao, Xingjun Ma, Mingming Gong, Jianzhong Qi, Rui Zhang, Dacheng Tao, and
Ramamohanarao Kotagiri. Short-Term
and Long-Term Context Aggregation Network for Video Inpainting. 16th
European Conference on Computer Vision (ECCV) 2020.
¡¡
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Yu Gu, Kaiqiang Yu,
Zhen Song, Jianzhong Qi, Zhigang Wang, Ge Yu, and Rui Zhang. Distributed
Hypergraph Processing Using Intersection Graphs.
IEEE Transactions on Knowledge and
Data Engineering (TKDE),
accepted in August 2020.
¡¡
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Hao Wu, Junhao Gan, Rui
Zhang.
Learning
Based Distributed Tracking. 30th ACM SIGKDD Conference on Knowledge
Discovery and Data Mining (KDD) 2020.
¡¡
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Fuqiang Gu, Shahrokh Valaee, Kourosh Khoshelham, Jianga Shang,
Rui Zhang.
Landmark Graph-based Indoor Localization. IEEE Internet of
Things Journal, 2020.
¡¡
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Jianzhong Qi, Rui Zhang.
Indexing.
Encyclopedia of Big Data Technologies, 2020.
¡¡
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Jianzhong Qi, Rui Zhang.
Query
Processing-kNN. Encyclopedia of Big Data
Technologies, 2020.
¡¡
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Jianzhong Qi, Yufei
Tao, Yanchuan Chang, and Rui Zhang.
Packing
R-trees with Space-Filling Curves: Theoretical Optimality, Empirical
Efficiency, and Bulk-loading Parallelizability. ACM Transactions on
Database Systems (TODS), accepted in April 2020.
¡¡
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Yang Song, Yu Gu, Rui Zhang and Ge Yu.
BrePartition: Optimized High-Dimensional kNN Search with Bregman Distances. IEEE
Transactions on Knowledge and Data Engineering (TKDE), Accepted in
April 2020.
¡¡
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Xinting Huang, Jianzhong Qi, Yu Sun
and Rui Zhang,
Semi-Supervised
Dialogue Policy Learning via Stochastic Reward Estimation, 57th
Annual Meeting of the Association for Computational Linguistics (ACL),
2020.
¡¡
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Yimeng Dai, Rui Zhang, Jianzhong Qi,
Person
Name Recognition with Fine-grained Annotation. Proceedings of
the ACM/IEEE Joint Conference on Digital Libraries (JCDL 2020), 2020.
¡¡
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Yimeng Dai, Jianzhong Qi, and Rui
Zhang.
Joint
Recognition of Names and Publications in Academic Homepages. The
13th ACM International Conference on Web Search and Data Mining (WSDM
2020), 133-141, 2020.
¡¡
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Xinting Huang, Jianzhong Qi, Yu Sun,
Rui Zhang,
MALA:
Cross-Domain Dialogue Generation with Action Learning. Proceedings
of the 33th AAAI Conference on Artificial Intelligence (AAAI 2020), 2020.
¡¡
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Jianzhong Qi, Wei Wang, Rui Zhang, and Zhuowei Zhao. A Learning Based Approach to Predict
Shortest-Path Distances. 23th International Conference on Extending
Database Technology (EDBT), 2020.
¡¡
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Bayu Distiawan Trisedya, Jianzhong Qi, Rui Zhang,
Sentence
Generation for Entity Description with Content-plan Attention. Proceedings
of the 33th AAAI Conference on Artificial Intelligence (AAAI 2020), 2020.
¡¡
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Xiaojie Wang, Rui Zhang, Yu Sun,
Jianzhong Qi,
Adversarial
Distillation for Learning with Privileged Provisions. Transactions
on Pattern Analysis and Machine Intelligence (TPAMI), accepted in Sep
2019.
¡¡
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Hongfei Xu, Yu Gu, Yu Sun, Jianzhong
Qi, Ge Yu, Rui Zhang,
Efficient
processing of moving collective spatial keyword queries. VLDB
Journal, accpeted in Nov 2019.
¡¡
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Bayu Distiawan Trisedya, Gerhard Weikum,
Jianzhong Qi, Rui Zhang.
Neural
Relation Extraction for Knowledge Base Enrichment. 56th Annual
Meeting of the Association for Computational Linguistics (ACL) 2019.
¡¡
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Ang Li, Jianzhong Qi, Rui Zhang, Kotagiri Ramamohanarao.
Generative
Image Inpainting with Submanifold Alignment, International Joint Conference
on Artificial Intelligence (IJCAI) 2019.
http://arxiv.org/abs/1908.00211
¡¡
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Xiaojie Wang, Rui Zhang, Yu Sun,
Jianzhong Qi.
Doubly
Robust Joint Learning for Recommendation on Data Missing Not at Random,
The 36th International Conference on Machine Learning (ICML) 2019.
¡¡
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Yixin Su,
Sarah Erfani, Rui Zhang.
MMF:
Attribute Interpretable Collaborative Filtering. International
Joint Conference on Neural Networks (IJCNN) 2019.
http://arxiv.org/abs/1908.01099
¡¡
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Xinting Huang, Jianzhong Qi, Yu Sun,
Rui Zhang, Hai-Tao Zheng.
CARL:
Aggregated Search with Context-Aware Module Embedding Learning, International
Joint Conference on Neural Networks (IJCNN) 2019.
http://arxiv.org/abs/1908.03141
¡¡
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Ang Li, Jianzhong Qi, Rui Zhang, Kotagiri Ramamohanarao.
Boosted
GAN with Semantically Interpretable Information for Image Inpainting. International
Joint Conference on Neural Networks (IJCNN) 2019.
http://arxiv.org/abs/1908.04503
¡¡
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Yang Wang, Hai-Tao Zheng, Wang Chen, Rui Zhang.
LambdaGAN: Generative Adversarial Nets for
Recommendation Task with Lambda Strategy. International Joint
Conference on Neural Networks (IJCNN) 2019.
¡¡
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Wang Chen, Hai-Tao Zheng, Yang Wang, Wei Wang,
Rui Zhang.
Utilizing
Generative Adversarial Networks for Recommendation based on Ratings and
Reviews, International Joint Conference on Neural Networks (IJCNN)
2019.
¡¡
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Chuanwen Li, Yu Gu, Jianzhong Qi, Rui
Zhang, Ge Yu.
Moving
kNN query processing in metric space based on
influential sets. Information Systems, 83, 126-144, 2019.
¡¡
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Zhen Wang, Rui Zhang, Jianzhong Qi, Bo Yuan.
DBSVEC:
Density-Based Clustering Using Support Vector Expansion. Proceedings
of the 34th IEEE International Conference on Data Engineering (ICDE), 2019.
¡¡
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Zeyi Wen, Dong Deng, Rui Zhang, Kotagiri Ramamohanarao.
2ED:
An Efficient Entity Extraction Algorithm using Two-Level Edit-Distance.
Proceedings of the 34th IEEE International Conference on Data
Engineering (ICDE), 2019.
¡¡
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Yunxiang Zhao, Jianzhong Qi, and Rui
Zhang.
CBHE:
Corner-based Building Height Estimation for Complex Street Scene Images.
The Web Conference (WWW), 2019.
¡¡
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Bayu Distiawan Trsedya, Jianzhong Qi, Rui Zhang.
Entity
Alignment between Knowledge Graphs Using Attribute Embeddings, Proceedings
of the 33th AAAI Conference on Artificial Intelligence (AAAI 2019).
¡¡
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Wenkai Jiang, Jianzhong Qi, Jeffrey
Xu Yu, Jin Huang, Rui Zhang.
HyperX: A Scalable Hypergraph Framework. IEEE
Transactions on Knowledge and Data Engineering (TKDE), 31 (5), 909 ¨C 922,
2019.
¡¡
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Xi Zheng, Yuqun Zhang, Tianlei Zheng, Yao Deng, ErXi
Dong, Rui Zhang, Xiao Liu, SmartVM: a SLA-aware
microservice deployment framework, World
Wide Web Journal (WWWJ), 22, 275¨C293, 2019.
¡¡
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Tanzima Hashem, Lars Kulik, Kotagiri Ramamohanarao, Rui
Zhang, Subarna Chowdhury Soma, Protecting
Privacy for Distance and Rank Based Group Nearest Neighbor Queries, World
Wide Web Journal (WWWJ), 22, 375¨C416, 2019.
¡¡
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Xiaojie Wang, Rui Zhang, Yu Sun,
Jianzhong Qi.
KDGAN:
Knowledge Distillation with Generative Adversarial Networks, 32nd
Conference on Neural Information Processing Systems (NIPS) 2018.
¡¡
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Chenxu Zhao, Rui Zhang, Jianzhong
Qi.
Web
Page Template and Data Separation for Better Maintainability. 19th
Conference on Web Information Systems Engineering (WISE), 2018.
¡¡
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Bayu Distiawan Trisedya, Jianzhong Qi, Rui Zhang, Wei Wang.
GTR-LSTM: A Triple Encoder for Sentence
Generation from RDF Data. 56th Annual Meeting of the
Association for Computational Linguistics (ACL) 2018.
¡¡
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Fuqiang Gu, Kourosh Khoshelham, Shahrokh Valaee, Jianga Shang, Rui
Zhang,
Locomotion
Activity Recognition Using Stacked Denoising Autoencoders, IEEE
Internet of Things Journal, vol. 5, no. 3, pp. 2085-2093, June 2018.
¡¡
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Weihao Cheng, Sarah Erfani, Rui Zhang, Kotagiri Ramamohanarao.
Predicting
Complex Activities from Ongoing Multivariate Time Series. International
Joint Conference on Artificial Intelligence (IJCAI), 2018.
¡¡
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Xiaojie Wang, Jianzhong Qi, Ramamohanarao Kotagiri, Yu
Sun, Bo Li, and Rui Zhang.
Joint
Optimization Approach for Personalized Recommendation Diversification.
22nd Pacific-Asia Conference on Advances in Knowledge Discovery and
Data Mining (PAKDD) 2018.
¡¡
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Chuandong Yin, Rui Zhang, Jianzhong Qi, Yu Sun,
and Tenglun Tan.
Context-Uncertainty-Aware
Chatbot Action Selection via Parameterized Auxiliary Reinforcement
Learning. 22nd Pacific-Asia Conference on Advances in Knowledge
Discovery and Data Mining (PAKDD) 2018.
¡¡
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Jianzhong Qi, Yufei
Tao, Yanchuan Chang, Rui Zhang,
Theoretically
Optimal and Empirically Efficient Rtrees with
Strong Parallelizability, Proceedings of the VLDB Endowment
(PVLDB), 11(5), 2018.
¡¡
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Mingzhao Li, Zhifeng
Bao, Timos Sellis, Shi
Yan, Rui Zhang,
HomeSeeker: A visual analytics system of real estate
data, Journal of Visual Languages & Computing, 45, 1-16,
2018.
¡¡
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Jianzhong Qi, Vivek Kumar, Rui Zhang, Egemen Tanin, Goce Trajcevski, and Peter
Scheuermann. Continuous Maintenance of Range Sum Heat Maps. Proceedings
of the 33th IEEE International Conference on Data Engineering (ICDE) 2018.
(demo).
¡¡
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Sheng Wang, Zhifeng
Bao, Shixun Huang, Rui Zhang,
A
Unified Processing Paradigm for Interactive Location-based Web Search,
The 11th ACM International Conference on Web Search and Data Mining
(WSDM 2018).
¡¡
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Weihao Cheng, Sarah M. Erfani, Rui Zhang, Kotagiri Ramamohanarao,
Learning
Datum-Wise Sampling Frequency for Energy-Efficient Human Activity
Recognition, Proceedings of the 32th AAAI Conference on Artificial
Intelligence (AAAI 2018).
¡¡
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Xiaojie Wang, Ji-Rong Wen, Zhicheng Dou, Tetsuya Sakai, Rui Zhang,
Search
Result Diversity Evaluation based on Intent Hierarchies, IEEE
Transactions on Knowledge and Data Engineering (TKDE), 30 (1):
156-169, 2018.
¡¡
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Weihao Cheng, Sarah M. Erfani, Rui Zhang, Kotagiri Ramamohanarao:
Accurate
Recognition of the Current Activity in the Presence of Multiple Activities.
21st Pacific-Asia Conference on Advances in Knowledge Discovery and
Data Mining (PAKDD) 2017: 39-50
¡¡
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Yu Sun, Nicholas Jing Yuan, Xing Xie, Kieran McDonald, Rui Zhang.
Collaborative
Intent Prediction with Real-Time Contextual Data, ACM Transactions
on Information Systems (TOIS), 35 (4), 30, 2017.
¡¡
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Weihao Cheng, Sarah M. Erfani, Ruiand Zhang, Kotagiri Ramamohanarao, ¡°Markov
Dynamic Subsequence Ensemble for Energy-Efficient Activity Recognition¡±,
International Conference on Mobile and Ubiquitous Systems: Computing,
Networking and Services (MobiQuitous), 2017
¡¡
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Saad Aljubayrin,
Jianzhong Qi, Christian S. Jensen, Rui Zhang, Zhen He, Yuan Li.
Finding Lowest-Cost
Paths in Settings with Safe and Preferred Zones. VLDB Journal,
26(3): 373-397, 2017.
¡¡
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Zeyi Wen, Bin Li, Rao Kotagiri, Jian Chen, Yawen
Chen, Rui Zhang.
Improving Efficiency
of SVM k-fold Cross-validation by Alpha Seeding. Proceedings of the
31th AAAI Conference on Artificial Intelligence (AAAI), 2017
¡¡
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Yu Gu, Guanli Liu,
Jianzhong Qi, Hongfei Xu, Ge Yu, and Rui Zhang.
The Moving K Diversified
Nearest Neighbor Query. IEEE Transactions on Knowledge and Data
Engineering (TKDE), 28(10): 2778-2792, 2016.
¡¡
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Yu Sun, Nicholas Jing
Yuan, Yingzi Wang, Xing Xie,
Kieran McDonald, Rui Zhang.
Contextual Intent Tracking
for Personal Assistants, 26th ACM SIGKDD Conference on Knowledge
Discovery and Data Mining (KDD) 2016. Best Student Paper
Award for the Applied Data Science track.
Video
¡¡
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Sandra Milligan, Jiazhen
He, James Bailey, Rui Zhang, Benjamin IP Rubinstein, Validity: a framework
for cross-disciplinary collaboration in mining indicators of learning from
MOOC forums, Proceedings of the Sixth International Conference on Learning
Analytics & Knowledge, 546-547, 2016.
¡¡
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Saad Aljubayrin, Bin
Yang, Christian S. Jensen, Rui Zhang, Finding non-dominated paths in
uncertain road networks. Proceedings of the 24th ACM SIGSPATIAL
International Conference on Advances in Geographic Information Systems,
(SIGSPATIAL/GIS) 2016: 15:1-15:10.
¡¡
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Xiaojie Lin, Ye Gu, Rui Zhang, Ju
Fan, Linking News and Tweets. 27th Australasian Database Conference (ADC)
2016: 467-470
¡¡
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Gitansh Khirbat,
Jianzhong Qi, and Rui Zhang. N-ary Biographical
Relation Extraction using Shortest Path Dependencies. 14th Annual
Workshop of The Australasian Language Technology Association (ALTA),
2016.
¡¡
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Gitansh Khirbat,
Jianzhong Qi, and Rui Zhang. Disambiguating Entities Referred by Web
Endpoints using Tree Ensembles. 14th Annual Workshop of The
Australasian Language Technology Association (ALTA), 2016.
¡¡
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Kotagiri Ramamohanarao,
Shanika Karunasekera, Lars Kulik, Egemen Tanin, Rui Zhang, Hairuo Xie, Eman Bin Khunayn.
SMARTS: Scalable Microscopic Adaptive Road
Traffic Simulator, ACM Transactions on Intelligent Systems and
Technology (TIST), 8(2): 26:1-26:22, 2017.
¡¡
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Yu Sun, Nicholas Jing Yuan, Xing Xie, Kieran McDonald, Rui Zhang.
Collaborative Nowcasting for
Contextual Recommendation, WWW Conference 2016.
¡¡
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Chuanwen Li, Yu Gu, Jianzhong Qi, Ge
Yu, Rui Zhang, and Qingxu Deng.
INSQ: An Influential Neighbor Set
Based Moving kNN Query Processing System.
Proceedings of the 31th IEEE International Conference on Data Engineering
(ICDE) 2016. (demo).
¡¡
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Yu Sun, Rui Zhang, Andy Yuan Xue,
Jianzhong Qi, Xiaoyong Du.
Reverse Nearest Neighbor Heat Maps: A
Tool for Influence Exploration, Proceedings of the 31th IEEE
International Conference on Data Engineering (ICDE) 2016. 966-977.
¡¡
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Jiazhen He, Benjamin I. P.
Rubinstein, James Bailey, Rui Zhang, Sandra Milligan, and Jeffrey Chan.
MOOCs Meet Measurement Theory: A Topic-Modelling
Approach. Proceedings of the 30th AAAI Conference on Artificial
Intelligence (AAAI'2016).
¡¡
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Jin Huang, Rui Zhang, Rajkumar Buyya, Jian Chen, Yongwei
Wu,
HEADS-JOIN: Efficient Earth Mover¡¯s
Distance Similarity Joins on Hadoop, IEEE Transactions on Parallel
and Distributed Systems (TPDS), 27(6): 1660-1673, 2016.
¡¡
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Jin Huang, Rui Zhang, and Jeffrey
Xu Yu.
Scalable Hypergraph Processing, The
IEEE International Conference on Data Mining (ICDM), 2015. (Short)
¡¡
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Weichao Guo, Kang Chen, Huan Feng, Yongwei Wu, Rui Zhang, Weimin
Zheng. MARS: Mobile Application Relaunching Speed-up through Flash-Aware
Page Swapping, IEEE Transactions on Computers, 65(3): 916-928,
2016.
¡¡
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Thi Nguyena,
Zhen He, Rui Zhang, Philip G. D. Ward,
Exploiting velocity
distribution skew to speed up moving object indexing, 51(c):72-104,
2015.
¡¡
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Yu Sun, Jianzhong Qi, Yu Zheng, Rui Zhang,
K-Nearest Neighbor Temporal Aggregate Queries,
Proceedings of the 18th International Conference on Extending Database
Technology (EDBT), 2015.
¡¡
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Saad Aljubayrin, Zhen
He, and Rui Zhang,
Skyline Trips of
Multiple POIs Categories, Proceedings of the The
20th International Conference on Database Systems for Advanced
Applications (DASFAA), 2015.
¡¡
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Jiazhen He, James Bailey, Benjamin
Rubinstein, Rui Zhang,
Identifying At-Risk
Students in Massive Open Online Courses, Proceedings of the 29th
AAAI Conference on Artificial Intelligence (AAAI), 2015.
¡¡
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Saad Aljubayrin,
Jianzhong Qi, Christian Jensen, Rui Zhang, Zhen He, Zeyi
Wen.
The Safest Path via
Safe Zones. Proceedings of the 31th IEEE International Conference
on Data Engineering (ICDE) 2015.
¡¡
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Yu Sun, Jianzhong Qi, Rui Zhang, Yueguo Chen and Xiaoyong Du.
MapReduce
Based Location Selection Algorithm for Utility Maximization with Capacity
Constraints. Computing, 97(4): 403-423, 2015.
¡¡
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Chuanwen Li, Yu Gu, Jianzhong Qi, Rui
Zhang, Ge Yu.
A Safe Region
based Approach to Moving KNN Queries in Obstructed Space. Knowledge
and Information Systems (KAIS), 45(2): 417-451, 2015.
¡¡
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Andy Yuan Xue,
Jianzhong Qi, Xing Xie, Rui Zhang, Jin Huang, Yuan Li.
Solving the Data Sparsity
Problem in Destination Prediction. VLDB Journal, 24 (2):
219-243, 2015.
¡¡
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Jian Chen, Jin Huang, Zeyi Wen, Zhen He, Kerry Taylor, Rui Zhang.
Analysis and Evaluation
of the Top-k Most Influential Location Selection Query. Knowledge
and Information Systems (KAIS), 43 (1): 181-217, 2015.
¡¡
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Jianzhong Qi, Rui Zhang, Kotagiri Ramamohanarao, Hongzhi Wang, Zeyi
Wen and Dan Wu.
Indexable
Online Time Series Segmentation with Error Bound Guarantee. WWW
Journal, 18(2): 359-401, 2015.
¡¡
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Zeyi Wen, Rui Zhang, Kotagiri Ramamohanarao,
Jianzhong Qi, Kerry Taylor.
MASCOT: Fast and
Highly Scalable SVM Cross-validation using GPUs and SSDs. The IEEE
International Conference on Data Mining (ICDM), 2014
¡¡
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Chuanwen Li, Yu Gu, Jianzhong Qi, Ge
Yu, Rui Zhang, Yi Wang.
Processing
Moving kNN Queries Using Influential Neighbor
Sets. Proceedings of the VLDB Endowment (PVLDB), vol.8 (2): 113 - 124,
2014.
Source code.
¡¡
-
Zeyi Wen, Rui Zhang, Kotagiri Ramamohanarao.
Enabling Precision/Recall Preferences for
Semi-supervised SVM Training. The 23rd ACM Conference on
Information and Knowledge Management (CIKM), 2014.
¡¡
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Phillip G. D. Ward, Zhen He, Rui Zhang, Jianzhong
Qi.
Real-time Continuous
Intersection Joins over Large Sets of Moving Objects using Graphic
Processing Units. VLDB Journal, 23 (6): 965-985, 2014.
¡¡
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Xiaojie Lin, Rui Zhang, Zeyi Wen, Hongzhi Wang, Jianzhong Qi.
Efficient Subgraph matching using
GPUs. ADC, 2014.
¡¡
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Dana Zhang, Kotagiri Ramamohanarao, Rui Zhang, Steven Versteeg.
Efficient Graph Based Approach to Large
Scale Role Engineering, Transactions on Data Privacy 7:1, 1 -
26, 2014.
¡¡
-
Yanqiu Wang, Rui Zhang, Chuanfei Xu, Jianzhong Qi, Yu Gu and Ge Yu.
Continuous Visible k Nearest Neighbor Query on
Moving Objects. Information Systems, 44: 1-21, 2014.
¡¡
-
Rui Zhang, Jianzhong Qi, Martin Stradling and Jin Huang.
Towards a
Painless Index for Spatial Objects. ACM Transactions on Data Base
Systems (TODS), 39(3): 19:1-19:42, 2014.
¡¡
-
Dongsheng Duan, Yuhua Li , Ruixuan Li, Rui Zhang, Xiwu
Gu, Kunmei Wen.
LIMTopic: A Framework of Incorporating Link based
Importance into Topic Modeling. IEEE Transactions on Knowledge and
Data Engineering (TKDE), 26(10): 2493-2506. 2014.
¡¡
-
Jiazhen He, James Bailey and Rui
Zhang.
Exploiting
Transitive Similarity and Temporal Dynamics for Similarity Search in
Heterogeneous Information Networks. Proceedings of the The 19th International
Conference on Database Systems for Advanced Applications (DASFAA), pp
141-155, Bali, Indonesia, April 21-24, 2014.
¡¡
-
Jin Huang, Rui Zhang, Rajkumar Buyya, and Jian Chen.
MELODY-Join: Efficient Earth Mover's
Distance Similarity Join Using MapReduce. Proceedings of the 30th
IEEE International Conference on Data Engineering (ICDE) 2014.
¡¡
-
Jianzhong Qi, Rui Zhang, Yanqiu
Wang, Andy Yuan Xue, Ge Yu, Lars Kulik.
The Min-dist
Location Selection and Facility Replacement Queries. WWW Journal,
17(6): 1261-1293, 2014.
¡¡
-
Sashi Gurung, Dan Lin, Wei Jiang,
Ali Hurson, Rui Zhang.
Traffic Information
Publication with Privacy Preservation. ACM Transactions on
Intelligent Systems and Technology (TIST) , 5(3): 44:1-44:26, 2014.
¡¡
-
Andy Yuan Xue, Rui
Zhang, Yu Zheng, Xing Xie, Jianhui
Yu, Yong Tang.
DesTeller:
A System for Destination Prediction Based on Trajectories with Privacy
Protection. (Demo)
Proceedings of the VLDB Endowment (PVLDB) vol.6(12):1198-1201,
2013.
¡¡
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Andy Yuan Xue, Rui
Zhang, Yu Zheng, Xing Xie, Jin
Huang, Zhenghua Xu.
Destination
Prediction by Sub-Trajectory Synthesis and Privacy Protection Against Such
Prediction. IEEE International Conference on Data Engineering
(ICDE) 2013.
¡¡
-
Zheng Huo, Xiaofeng Meng, Rui Zhang.
Feel Free to Check-in: Privacy
Alert against Hidden Location Inference Attacks in GeoSNs.
Proceedings of the 18th International Conference on Database Systems
for Advanced Applications (DASFAA), 2013.
¡¡
-
Tanzima Hashem, Lars Kulik, Rui
Zhang. Countering Overlapping Rectangle Privacy
Attack for Moving kNN Queries. Information
Systems. 38(3): 430-453, 2013.
¡¡
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Linlin Ding, Guoren
Wang, Junchang Xin, Xiaoyang
Wang, Shan Huang, Rui Zhang.
ComMapReduce: An Improvement of MapReduce with
Lightweight Communication Mechanisms. Data and Knowledge
Engineering (DKE). 88: 224-247, 2013.
¡¡
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Dongsheng Duan, Yuhua Li, Ruixuan Li, Rui
Zhang, Aiming Wen.
RankTopic:
Ranking Based Topic Modeling. IEEE International Conference on Data
Mining (ICDM) 2012.
¡¡
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Yu Sun, Jin Huang, Yueguo Chen, Rui Zhang, Xiaoyong
Du,
Location
Selection for Utility Maximization with Capacity Constraints, 21th
ACM Conference on Information and Knowledge Management (CIKM ) 2012.
(Short Paper)
¡¡
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Yu Sun, Jin Huang, Yueguo Chen, Xiaoyong Du,
Rui Zhang,
Top-k Most
Incremental Location Selection with Capacity Constraint, Web-Age
Information Management (WAIM 2012).
¡¡
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Chunyang Ma, Rui Zhang, Xuemin Lin, Gang Chen.
DuoWave: Mitigating the curse of dimensionality for
uncertain data. Data and Knowledge Engineering (DKE). 76:
16-38, 2012.
¡¡
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Thi Nguyen, Zhen He, Rui Zhang,
Phillip Ward.
Boosting Moving Object
Indexing through Velocity Partitioning. Proceedings of the VLDB
Endowment (PVLDB) 2012, vol.5(9):860-871 / (VLDB) 2012.
¡¡
-
Mohammed Eunus Ali, Egemen Tanin, Rui Zhang, Ramamohanarao Kotagiri.
Probabilistic Voronoi Diagrams for Probabilistic
Moving Nearest Neighbor Queries. Data and Knowledge Engineering
(DKE). 75: 1-33, 2012.
¡¡
-
Zhenghua Xu, Rui Zhang, Ramamohanarao Kotagiri,
Udaya Parampalli.
An Adaptive Algorithm for
Online Time Series Segmentation with Error Bound Guarantee. 15th
International Conference on Extending Database Technology (EDBT) 2012.
¡¡
-
Jianzhong Qi, Rui Zhang, Lars Kulik, Dan Lin,
Yuan Xue.
The Min-dist
Location Selection Query. IEEE International Conference on Data
Engineering (ICDE) 2012.
¡¡
-
Rui Zhang, Jianzhong Qi, Dan Lin, Wei Wang,
Raymond Chi-Wing Wong.
A Highly
Optimized Algorithm for Continuous Intersection Join Queries over Moving
Objects, VLDB Journal, 21(4): 561-586, 2012.
¡¡
-
Sarana Nutanong,
Egemen Tanin, Jie Shao, Rui Zhang, and Kotagiri Ramamohanarao.
Continuous
Detour Queries in Spatial Networks, IEEE Transactions on Knowledge
and Data Engineering (TKDE), 24(7): 1201-1215, 2012.
¡¡
-
Dan Lin, Christian Jensen, Rui Zhang, Lu Xiao, Jiaheng Lu.
A Moving
Object Index for Efficient Query Processing with Peer-Wise Location
Privacy, Proceedings of the VLDB Endowment (PVLDB) 2011, vol.5
/ (VLDB) 2012.
¡¡
-
Sumukh Ghodke,
Steven Bird, Rui Zhang.
A Breadth-First
Representation for Tree Matching in Large Scale Forest-Based Translation.
The 5th International Joint Conference on Natural Language Processing
(IJCNLP) 2011
¡¡
-
Jin Huang, Zeyi
Wen, Jianzhong Qi, Rui Zhang, Jian Chen, Zhen He.
Top-k Most Influential Locations
Selection, 20th ACM Conference on Information and Knowledge
Management (CIKM 2011).
¡¡
-
Jin Huang, Zeyi
Wen, Mukaddim Pathan, Kerry Taylor, Yuan Xue, Rui Zhang.
Ranking Locations
for Facility Selection based on Potential Influences, 37th Annual
Conference of the IEEE Industrial Electronics Society (IECON 2011).
¡¡
-
Alex Hindle, Jie Shao, Dan Lin, Jiaheng
Lu, Rui Zhang.
Clustering Web Video
Search Results based on Integration of Multiple Features. World
Wide Web Journal (WWWJ), 14(1): 53-73, 2011.
¡¡
-
Elizabeth Antoine, Kotagiri Ramamohanarao, Jie
Shao, Rui Zhang. Accelerating Spatial Join Operations using Bit-Indices.
Australasian Database Conference (ADC) 2011.
¡¡
-
Rui Zhang, Martin Stradling.
The HV-tree: a Memory
Hierarchy Aware Version Index. Proceedings of the VLDB Endowment
(PVLDB) 2010, 3(1): 397-408, 2010.
slides
¡¡
-
Chaoyi Pang, Rui Zhang, Qing Zhang, Junhu Wang.
Dominating
Sets in Directed Graphs. Information Sciences, 180(19):
3647-3652, 2010.
¡¡
-
Rui Zhang, H. V. Jagadish, Bing Tian Dai, Kotagiri Ramamohanarao.
Optimized Algorithms for Predictive Range and
KNN Queries on Moving Objects. Information Systems, 35(8):
911-932, 2010.
¡¡
-
Mohammed Eunus Ali, Egemen Tanin, Rui Zhang,
Lars Kulik.
A Motion-Aware Approach for
Efficient Evaluation of Continuous Queries on 3D Object Databases, VLDB
Journal, 19(5): 603-632, 2010.
¡¡
-
Rui Zhang, Nick Koudas,
Beng Chin Ooi, Divesh Srivastava, Pu Zhou.
Streaming Multiple Aggregations Using Phantoms,
VLDB Journal, 19(4): 557-583, 2010.
¡¡
-
Cui Yu, James Bailey, Julian Montefusco, Rui Zhang, Jiling
Zhong.
Enhancing the B+-Tree with Dynamic Node
Popularity Caching, Information Processing Letters, 110 (7),
268-273, 2010.
¡¡
-
Tanzima Hashem, Lars Kulik, Rui
Zhang.
Privacy Preserving Group Nearest Neighbor
Queries, EDBT 2010.
¡¡
-
Zhe Zhang, Jian Jiang, Xiaoyan Liu, Ricky Lau, Huaiqing
Wang, Rui Zhang.
A Real Time
Hybrid Pattern Matching Scheme for Stock Time Series, ADC 2010.
¡¡
-
Elizabeth Antoine, Kotagiri Ramamohanarao, Jie
Shao and Rui Zhang.
Recursive Partitioning
Method for Trajectory Indexing, ADC 2010.
-
Xiaoyan Liu, Xindong
Wu, Huaiqing Wang, Rui Zhang, James Bailey, Kotagiri Ramamohanarao .
Mining Distribution
Change in Stock Order Streams, IEEE International Conference on
Data Engineering (ICDE) 2010 (short paper).
¡¡
-
Sarana Nutanong,
Rui Zhang, Egemen Tanin,
Lars Kulik.
Analysis and Evaluation of V*-kNN: An Efficient Algorithm for Moving kNN Queries, VLDB Journal, 19(3): 307-332,
2010.
Slides
¡¡
-
Sarana Nutanong,
Egemen Tanin, Rui
Zhang.
Incremental Evaluation of
Visible Nearest Neighbor Queries. IEEE Transactions on Knowledge
& Data Engineering (TKDE), 22(5): 665-681, 2010.
¡¡
-
Cui Yu, Rui Zhang, Yaochun
Huang, Hui Xiong.
High-dimensional kNN
joins with incremental updates. GeoInformatica
Journal, 1 (14), 55-82, 2010.
¡¡
-
Rui Zhang: Nonparametric Data Reduction
Techniques. Encyclopedia of Database Systems, 1912, Springer 2009.
¡¡
-
Rui Zhang: Parametric Data Reduction Techniques.
Encyclopedia of Database Systems, 2044-2045, Springer 2009.
¡¡
-
Rui Zhang: Data Reduction. Encyclopedia of
Database Systems, 621-626, Springer 2009.
¡¡
-
Dana Zhang, Kotagiri Ramamohanarao, Steven Versteeg, Rui Zhang
.
RoleVAT:
Visual Assessment of Practical Need for Role Based Access Control, ACSAC
2009.
¡¡
-
Sarana Nutanong,
Rui Zhang, Egemen Tanin,
Lars Kulik.
V*-kNN:
an Efficient Algorithm for Moving k Nearest
Neighbor Queries. IEEE International Conference on Data Engineering
(ICDE), Shanghai, China, 2009.
Play the Demo
¡¡
-
Egemen Tanin,
Rui Zhang, and Lars Kulik .
Spatio-Temporal
Database Research at the University of Melbourne, SIGMOD Record,
38(3), 35-39, 2009.
¡¡
-
Sarana Nutanong,
Rui Zhang, Egemen Tanin,
Lars Kulik.
The V*-Diagram: A Query Dependent
Approach to Moving KNN Queries. Proceedings of the VLDB Endowment
(PVLDB), 1, 1095-1106, 2008.
Slides
Source code.
¡¡
-
David Lomet, Mingsheng Hong, Rimma Nehme,
Rui Zhang.
Transaction Time
Indexing with Version Compression. Proceedings of the VLDB
Endowment (PVLDB), 1, 870-881, 2008.
¡¡
-
Rui Zhang, Dan Lin, Kotagiri Ramamohanarao, Elisa Bertino.
Continuous Intersection Joins Over Moving
Objects. International Conference on Data Engineering (ICDE),
Cancun, Mexico, 2008.
Slides
¡¡
-
Mohammed Eunus Ali, Rui
Zhang, Egemen Tanin,
Lars Kulik.
A Motion-Aware Approach to
Continuous Retrieval of 3D Objects. International Conference on
Data Engineering (ICDE), Cancun, Mexico, 2008.
Slides
¡¡
-
Mohammed Eunus Ali, Rui
Zhang, Egemen Tanin,
Lars Kulik.
Load Balancing for Moving
Object Management in a P2P Network. International Conference on Database
Systems for Advanced Applications (DASFAA) New Delhi, India, 2008.
¡¡
-
H.V. Jagadish, Beng
Chin Ooi, Rui Zhang. iDistance
Techniques. An entry in Encyclopedia of GIS, 469-471
,Springer 2008.
http://www.springerlink.com/content/h01539/.
¡¡
-
Sarana Nutanong,
Egemen Tanin, Rui
Zhang.
Visible Nearest Neighbor Queries. International
Conference on Database Systems for Advanced Applications (DASFAA)
Bangkok, Thailand, 2007.
¡¡
-
Anthony Tung, Rui Zhang, Nick Koudas,
Beng Chin Ooi.
Similarity Search: A Matching Based Approach. International Conference on Very Large Data Bases (VLDB), Seoul,
2006.
Slides
¡¡
-
Dan Lin, Rui Zhang, Aoying
Zhou.
Indexing Fast Moving Objects for KNN
Queries Based on Nearest Landmarks. GeoInformatica,
10(4): 423-445, 2006.
¡¡
-
Christian S. Jensen, Dan Lin, Beng
Chin Ooi, Rui Zhang.
Effective Density Queries of Continuously
Moving Objects. International Conference on Data Engineering (ICDE),
Atlanta, 2006.
¡¡
-
Rui Zhang, Nick Koudas,
Beng Chin Ooi, Divesh Srivastava.
Multiple
Aggregations Over Data Streams. ACM SIGMOD International Conference
on Management of Data (SIGMOD), Baltimore, 2005.
Slides
¡¡
-
Rui Zhang, Panos Kalnis, Beng Chin Ooi, Kian-Lee Tan.
Generalized
Multi-dimensional Data Mapping and Query Processing. ACM
Transactions on Data Base Systems (TODS), 30(3), 661-697, 2005.
¡¡
-
H.V. Jagadish, Beng Chin
Ooi, Kian-Lee Tan, Cui Yu, Rui Zhang.
iDistance: An
Adaptive B+-tree Based Indexing Method for Nearest Neighbor Search. ACM
Transactions on Data Base Systems (TODS), 30(2), 364-397, 2005.
¡¡
-
Nick Koudas, Beng Chin Ooi, Kian-Lee Tan,
Rui Zhang.
Approximate NN queries on Streams
with Guaranteed Error/performance Bounds. International Conference
on Very Large Data Bases (VLDB), Toronto, 2004.
Slides
¡¡
-
Rui Zhang, Beng Chin Ooi, Kian-Lee Tan.
Making
the Pyramid Technique Robust to Query Types and Workload. International
Conference on Data Engineering (ICDE), Boston, 2004.
Slides
¡¡
Invited
Papers or Keynote Speeches in Conferences
-
Rui Zhang.
High-performance
Management and Processing of Large-scale Moving Object Data. (Keynote
Speech) Proceedings of the International Conference on Management and
Information Engineering (ICMAIE), July 13-15, 2012, Wuhan.
Slides
¡¡
-
Rui Zhang.
Location
Based Queries in a Streaming Fashion. (Keynote Speech) Proceedings
of the 8th Web Information Systems and Applications Conference (WISA),
November 4-6, Chongqing, 2011.
Slides
¡¡
-
Rui Zhang.
Processing
Spatio-Temporal Queries through a Streaming
Fashion. (Invited Speech) Proceedings of the 22th Australasian
Database Conference (ADC), January 17-20, Brisbane, 2011.
Slides
¡¡
Technical
Reports
.
-
Rui Zhang, Jin Huang, Zeyi Wen, Jian Chen, Kerry Taylor, Zheng He,
Processing of Top-K Most
Influential Location Selection Queries, 2013
¡¡
-
Yu Sun, Jianzhong Qi, Rui Zhang, Yueguo Chen, Xiaoyong Du.
MapReduce Based Location Selection Algorithm for
Utility Maximization with Capacity Constraints, 2013
¡¡
-
Naiqi Li, Jianzhong Qi, Rui Zhang.
Survey for Spatial and Temporal Data
Bases and Mining. 2016
¡¡
-
Deep Learning Reading
List
Other
Talks
-
Indexing
Multidimensional Data through a Mapping Based Approach, 2011 (powerpoint)
-
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2014 Ä«¶û±¾´óѧÕÅÈ𸱽ÌÊÚÔÚ»ªÄÏʦ·¶´óѧѧÊõ±¨¸æ
2014 Ä«¶û±¾´óѧÕÅÈ𸱽ÌÊÚÔÚÈËÃñ´óѧѧÊõ±¨¸æ
2014 Ä«¶û±¾´óѧÕÅÈ𸱽ÌÊÚÔÚ»ªÖпƼ¼´óѧѧÊõ±¨¸æ
2012 Ä«¶û±¾´óѧÕÅÈð²©Ê¿ÔÚÏÃÃÅ´óѧѧÊõ±¨¸æ