Zhenjie Zhang

According to our database, Zhenjie Zhang authored at least 127 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Observer-Based Fuzzy Adaptive Fault-Tolerant Control for NSC System of USV With Sideslip Angle and Steering Machine Fault.

Xuelin Zhang, Xiaobin Xu, Jianning Li, Zehui Zhang, Zhenjie Zhang, Georg Brunauer

IEEE Trans. Intell. Veh., January, 2024

Compatible multi-model output fusion for complex systems modeling via set operation-based focus data identification.

Chenhao Yu, Leilei Chang, Xiaobin Xu, You Cao, Zhenjie Zhang

J. Comput. Sci., 2024

Aggressive Post-Training Compression on Extremely Large Language Models.

Zining Zhang, Yao Chen, Bingsheng He, Zhenjie Zhang

CoRR, 2024

Proof of Quality: A Costless Paradigm for Trustless Generative AI Model Inference on Blockchains.

Zhenjie Zhang, Yuyang Rao, Hao Xiao, Xiaokui Xiao, Yin Yang

CoRR, 2024

Fault diagnosis method via one vs rest evidence classifier considering imprecise feature samples.

Xiaobin Xu, Haohao Guo, Zhenjie Zhang, Pengfei Shi, Wenguang Huang, Xiaoding Li, Georg Brunauer

Appl. Soft Comput., 2024

Infrared Image Enhancement Based on Multiple Scale Retinex and Sequential Guided Image Filter.

Zhan Yuan, Li Jia, Peiyuan Wang, Zhenjie Zhang, Yan Li, Mingzhuo Xia

Proceedings of the 2024 3rd Asia Conference on Algorithms, Computing and Machine Learning, 2024

2023

Rotating machinery fault diagnosis based on feature extraction via an unsupervised graph neural network.

Jing Feng, Shouyang Bao, Xiaobin Xu, Zhenjie Zhang, Pingzhi Hou, Felix Steyskal, Schahram Dustdar

Appl. Intell., September, 2023

CN-MgMP: a multi-granularity module partition approach for complex mechanical products based on complex network.

Zhenjie Zhang, Botao Lu, Xiaobin Xu, Xufeng Shen, Jing Feng, Georg Brunauer

Appl. Intell., July, 2023

NIOT: A Novel Inference Optimization of Transformers on Modern CPUs.

Zining Zhang, Yao Chen, Bingsheng He, Zhenjie Zhang

IEEE Trans. Parallel Distributed Syst., June, 2023

A Scalable Query-Aware Enormous Database Generator for Database Evaluation.

Qingshuai Wang, Yuming Li, Rong Zhang, Ke Shu, Zhenjie Zhang, Aoying Zhou

IEEE Trans. Knowl. Data Eng., May, 2023

On the size-dependent bending and buckling of the partially covered laminated microplate.

Guangyang Fu, Zhenjie Zhang, Yulin Ma, Hongyu Zheng, Qianjian Guo, Xuye Zhuang

Eng. Comput., February, 2023

GENET: Unleashing the Power of Side Information for Recommendation via Hypergraph Pre-training.

Yang Li, Qi'ao Zhao, Chen Lin, Zhenjie Zhang, Xiaomin Zhu

CoRR, 2023

Functional importance evaluation approach for cloud manufacturing services based on complex network and evidential reasoning rule.

Zhenjie Zhang, Jiahao Hu, Xiaobin Xu, Guodong Wang, Schahram Dustdar, Shenghua Chen

Comput. Ind. Eng., 2023

Practical Edge Kernels for Integer-Only Vision Transformers Under Post-training Quantization.

Zining Zhang, Bingsheng He, Zhenjie Zhang

Proceedings of the Sixth Conference on Machine Learning and Systems, 2023

Amortized Variational Inference via Nosé-Hoover Thermostat Hamiltonian Monte Carlo.

Zhan Yuan, Chao Xu, Zhiwen Lin, Zhenjie Zhang

Proceedings of the Neural Information Processing - 30th International Conference, 2023

2022

ByteGraph: A High-Performance Distributed Graph Database in ByteDance.

Changji Li, Hongzhi Chen, Shuai Zhang, Yingqian Hu, Chao Chen, Zhenjie Zhang, Meng Li, Xiangchen Li, Dongqing Han, Xiaohui Chen, Xudong Wang, Huiming Zhu, Xuwei Fu, Tingwei Wu, Hongfei Tan, Hengtian Ding, Mengjin Liu, Kangcheng Wang, Ting Ye, Lei Li, Xin Li, Yu Wang, Chenguang Zheng, Hao Yang, James Cheng

Proc. VLDB Endow., 2022

Intelligent identification for vertical track irregularity based on multi-level evidential reasoning rule model.

Zhenjie Zhang, Xiaobin Xu, Xuelin Zhang, Xiaojian Xu, Zifa Ye, Guodong Wang, Schahram Dustdar

Appl. Intell., 2022

Speech Fusion to Face: Bridging the Gap Between Human's Vocal Characteristics and Facial Imaging.

Yeqi Bai, Tao Ma, Lipo Wang, Zhenjie Zhang

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

HARL: Hierarchical Adaptive Reinforcement Learning Based Auto Scheduler for Neural Networks.

Zining Zhang, Bingsheng He, Zhenjie Zhang

Proceedings of the 51st International Conference on Parallel Processing, 2022

Effectiveness of Malicious Behavior and Its Impact on Crowdsourcing.

Xinyi Ding, Zhenjie Zhang, Zhuangmiao Yuan, Tao Han, Huamao Gu, Yili Fang

Proceedings of the Computer Supported Cooperative Work and Social Computing, 2022

AIS-Based Vessel Traffic Flow Prediction Using Combined EMD-LSTM Method.

Yingchun Huan, Xiaoyong Kang, Zhenjie Zhang, Qi Zhang, Yuju Wang, Yafen Wang

Proceedings of the 4th International Conference on Advanced Information Science and System, 2022

2021

Causal Discovery with Confounding Cascade Nonlinear Additive Noise Models.

Jie Qiao, Ruichu Cai, Kun Zhang, Zhenjie Zhang, Zhifeng Hao

ACM Trans. Intell. Syst. Technol., 2021

Causal Mechanism Transfer Network for Time Series Domain Adaptation in Mechanical Systems.

Zijian Li, Ruichu Cai, Hong Wei Ng, Marianne Winslett, Tom Z. J. Fu, Boyan Xu, Xiaoyan Yang, Zhenjie Zhang

ACM Trans. Intell. Syst. Technol., 2021

A novel nonlinear causal inference approach using vector-based belief rule base.

Zhenjie Zhang, Xiaobin Xu, Peng Chen, Xudong Wu, Xiaojian Xu, Guodong Wang, Schahram Dustdar

Int. J. Intell. Syst., 2021

TransMask: A Compact and Fast Speech Separation Model Based on Transformer.

Zining Zhang, Bingsheng He, Zhenjie Zhang

Proceedings of the IEEE International Conference on Acoustics, 2021

Time Series Domain Adaptation via Sparse Associative Structure Alignment.

Ruichu Cai, Jiawei Chen, Zijian Li, Wei Chen, Keli Zhang, Junjian Ye, Zhuozhang Li, Xiaoyan Yang, Zhenjie Zhang

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

DACH: Domain Adaptation Without Domain Information.

Ruichu Cai, Jiahao Li, Zhenjie Zhang, Xiaoyan Yang, Zhifeng Hao

IEEE Trans. Neural Networks Learn. Syst., 2020

A novel complex manufacturing business process decomposition approach in cloud manufacturing.

Zhenjie Zhang, Yuanming Zhang, Jiawei Lu, Fei Gao, Gang Xiao

Comput. Ind. Eng., 2020

X-TaSNet: Robust and Accurate Time-Domain Speaker Extraction Network.

Zining Zhang, Bingsheng He, Zhenjie Zhang

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

GAZEV: GAN-Based Zero-Shot Voice Conversion Over Non-Parallel Speech Corpus.

Zining Zhang, Bingsheng He, Zhenjie Zhang

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Meta Multi-Task Learning for Speech Emotion Recognition.

Ruichu Cai, Kaibin Guo, Boyan Xu, Xiaoyan Yang, Zhenjie Zhang

Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

PA-Tree: Polled-Mode Asynchronous B+ Tree for NVMe.

Li Wang, Zining Zhang, Bingsheng He, Zhenjie Zhang

Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

DRS+: Load Shedding Meets Resource Auto-Scaling in Distributed Stream Processing.

Kailin Tang, Zhifeng Hao, Ruichu Cai, Tom Z. J. Fu, Yin Yang, Li Wang, Marianne Winslett, Zhenjie Zhang

Proceedings of the 22nd IEEE International Conference on High Performance Computing and Communications; 18th IEEE International Conference on Smart City; 6th IEEE International Conference on Data Science and Systems, 2020

2019

Causal Mechanism Transfer Network for Time Series Domain Adaptation in Mechanical Systems.

Zijian Li, Ruichu Cai, Kok-Soon Chai, Hong Wei Ng, Hoang Dung Vu, Marianne Winslett, Tom Z. J. Fu, Boyan Xu, Xiaoyan Yang, Zhenjie Zhang

CoRR, 2019

Causal Discovery with Cascade Nonlinear Additive Noise Models.

Ruichu Cai, Jie Qiao, Kun Zhang, Zhenjie Zhang, Zhifeng Hao

CoRR, 2019

NADAQ: Natural Language Database Querying Based on Deep Learning.

Boyan Xu, Ruichu Cai, Zhenjie Zhang, Xiaoyan Yang, Zhifeng Hao, Zijian Li, Zhihao Liang

IEEE Access, 2019

Elasticutor: Rapid Elasticity for Realtime Stateful Stream Processing.

Li Wang, Tom Z. J. Fu, Richard T. B. Ma, Marianne Winslett, Zhenjie Zhang

Proceedings of the 2019 International Conference on Management of Data, 2019

Causal Discovery with Cascade Nonlinear Additive Noise Model.

Ruichu Cai, Jie Qiao, Kun Zhang, Zhenjie Zhang, Zhifeng Hao

Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

An Algorithm for Solving the Important Links of the Transportation Network Based on Connect Reliability.

Zhenjie Zhang, Hongwei Ma

Proceedings of the Advances in Natural Computation, Fuzzy Systems and Knowledge Discovery - Proceedings of the 15th International Conference on Natural Computation, Fuzzy Systems and Knowledge Discovery (ICNC-FSKD 2019), Kunming, China, July 20-22, 2019, 2019

2018

Distributed Stream Rebalance for Stateful Operator Under Workload Variance.

Junhua Fang, Rong Zhang, Tom Z. J. Fu, Zhenjie Zhang, Aoying Zhou, Xiaofang Zhou

IEEE Trans. Parallel Distributed Syst., 2018

Sophisticated Merging Over Random Partitions: A Scalable and Robust Causal Discovery Approach.

Ruichu Cai, Zhenjie Zhang, Zhifeng Hao, Marianne Winslett

IEEE Trans. Neural Networks Learn. Syst., 2018

A component-driven distributed framework for real-time video dehazing.

Meihua Wang, Jiaming Mai, Yun Liang, Ruichu Cai, Tom Zhengjia Fu, Zhenjie Zhang

Multim. Tools Appl., 2018

Touchstone: Generating Enormous Query-Aware Test Databases.

Yuming Li, Rong Zhang, Xiaoyan Yang, Zhenjie Zhang, Aoying Zhou

Proceedings of the 2018 USENIX Annual Technical Conference, 2018

Causal Discovery from Discrete Data using Hidden Compact Representation.

Ruichu Cai, Jie Qiao, Kun Zhang, Zhenjie Zhang, Zhifeng Hao

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

An Encoder-Decoder Framework Translating Natural Language to Database Queries.

Ruichu Cai, Boyan Xu, Zhenjie Zhang, Xiaoyan Yang, Zijian Li, Zhihao Liang

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

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

Vincent W. Zheng, Mo Sha, Yuchen Li, Hongxia Yang, Yuan Fang, Zhenjie Zhang, Kian-Lee Tan, Kevin Chen-Chuan Chang

Proceedings of the IEEE International Conference on Data Mining, 2018

Waterwheel: Realtime Indexing and Temporal Range Query Processing over Massive Data Streams.

Li Wang, Ruichu Cai, Tom Z. J. Fu, Jiong He, Zijie Lu, Marianne Winslett, Zhenjie Zhang

Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

HaaS: Cloud-Based Real-Time Data Analytics with Heterogeneity-Aware Scheduling.

Jiong He, Yao Chen, Tom Z. J. Fu, Xin Long, Marianne Winslett, Liang You, Zhenjie Zhang

Proceedings of the 38th IEEE International Conference on Distributed Computing Systems, 2018

SELF: Structural Equational Likelihood Framework for Causal Discovery.

Ruichu Cai, Jie Qiao, Zhenjie Zhang, Zhifeng Hao

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

DRS: Auto-Scaling for Real-Time Stream Analytics.

Tom Z. J. Fu, Jianbing Ding, Richard T. B. Ma, Marianne Winslett, Yin Yang, Zhenjie Zhang

IEEE/ACM Trans. Netw., 2017

Understanding Social Causalities Behind Human Action Sequences.

Ruichu Cai, Zhenjie Zhang, Zhifeng Hao, Marianne Winslett

IEEE Trans. Neural Networks Learn. Syst., 2017

DITIR: Distributed Index for High Throughput Trajectory Insertion and Real-time Temporal Range Query.

Ruichu Cai, Zijie Lu, Li Wang, Zhenjie Zhang, Tom Z. J. Fu, Marianne Winslett

Proc. VLDB Endow., 2017

An Encoder-Decoder Framework Translating Natural Language to Database Queries.

Ruichu Cai, Boyan Xu, Xiaoyan Yang, Zhenjie Zhang, Zijian Li

CoRR, 2017

SADA: A General Framework to Support Robust Causation Discovery with Theoretical Guarantee.

Ruichu Cai, Zhenjie Zhang, Zhifeng Hao

CoRR, 2017

PrivSuper: A Superset-First Approach to Frequent Itemset Mining under Differential Privacy.

Ning Wang, Xiaokui Xiao, Yin Yang, Zhenjie Zhang, Yu Gu, Ge Yu

Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Vibration Analysis for IoT Enabled Predictive Maintenance.

Deokwoo Jung, Zhenjie Zhang, Marianne Winslett

Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Distributed Publish/Subscribe Query Processing on the Spatio-Textual Data Stream.

Zhida Chen, Gao Cong, Zhenjie Zhang, Tom Z. J. Fu, Lisi Chen

Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

Parallel Stream Processing Against Workload Skewness and Variance.

Junhua Fang, Rong Zhang, Tom Z. J. Fu, Zhenjie Zhang, Aoying Zhou, Junhua Zhu

Proceedings of the 26th International Symposium on High-Performance Parallel and Distributed Computing, 2017

Component-Based Distributed Framework for Coherent and Real-Time Video Dehazing.

Meihua Wang, Jiaming Mai, Yun Liang, Ruichu Cai, Tom Zhengjia, Zhenjie Zhang

Proceedings of the 2017 IEEE International Conference on Computational Science and Engineering, 2017

Data Driven Chiller Plant Energy Optimization with Domain Knowledge.

Hoang Dung Vu, Kok-Soon Chai, Bryan D. Keating, Nurislam Tursynbek, Boyan Xu, Kaige Yang, Xiaoyan Yang, Zhenjie Zhang

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016

A General Recommendation Model for Heterogeneous Networks.

Tuan-Anh Nguyen Pham, Xutao Li, Gao Cong, Zhenjie Zhang

IEEE Trans. Knowl. Data Eng., 2016

Optimal Linear Aggregate Query Processing under Approximate Differential Privacy.

Ganzhao Yuan, Yin Yang, Zhenjie Zhang, Zhifeng Hao

CoRR, 2016

Auction-based cloud service differentiation with service level objectives.

Jianbing Ding, Zhenjie Zhang, Richard T. B. Ma, Yin Yang

Comput. Networks, 2016

An index scheme for fast data stream to distributed append-only store.

Parijat Mazumdar, Li Wang, Marianne Winslett, Zhenjie Zhang, Deokwoo Jung

Proceedings of the 19th International Workshop on Web and Databases, 2016

Elastic Pipelining in an In-Memory Database Cluster.

Li Wang, Minqi Zhou, Zhenjie Zhang, Yin Yang, Aoying Zhou, Dina Bitton

Proceedings of the 2016 International Conference on Management of Data, 2016

Multi-Domain Manifold Learning for Drug-Target Interaction Prediction.

Ruichu Cai, Zhenjie Zhang, Srinivasan Parthasarathy, Anthony K. H. Tung, Zhifeng Hao, Wen Zhang

Proceedings of the 2016 SIAM International Conference on Data Mining, 2016

Convex Optimization for Linear Query Processing under Approximate Differential Privacy.

Ganzhao Yuan, Yin Yang, Zhenjie Zhang, Zhifeng Hao

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

Mercury: Metro density prediction with recurrent neural network on streaming CDR data.

Victor C. Liang, Richard T. B. Ma, Wee Siong Ng, Li Wang, Marianne Winslett, Huayu Wu, Shanshan Ying, Zhenjie Zhang

Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

Distributed Representations for Building Profiles of Users and Items from Text Reviews.

Wenliang Chen, Zhenjie Zhang, Zhenghua Li, Min Zhang

Proceedings of the COLING 2016, 2016

Cost-Effective Stream Join Algorithm on Cloud System.

Junhua Fang, Rong Zhang, Xiaotong Wang, Tom Z. J. Fu, Zhenjie Zhang, Aoying Zhou

Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016

Enhancing Topic Modeling on Short Texts with Crowdsourcing.

Xiaoyan Yang, Shanshan Ying, Wenzhe Yu, Rong Zhang, Zhenjie Zhang

Proceedings of The 8th Asian Conference on Machine Learning, 2016

2015

Optimizing Batch Linear Queries under Exact and Approximate Differential Privacy.

Ganzhao Yuan, Zhenjie Zhang, Marianne Winslett, Xiaokui Xiao, Yin Yang, Zhifeng Hao

ACM Trans. Database Syst., 2015

Efficient Similarity Join Based on Earth Mover's Distance Using MapReduce.

Jia Xu, Bin Lei, Yu Gu, Marianne Winslett, Ge Yu, Zhenjie Zhang

IEEE Trans. Knowl. Data Eng., 2015

NUMA-Aware Scalable and Efficient In-Memory Aggregation on Large Domains.

Li Wang, Minqi Zhou, Zhenjie Zhang, Ming-Chien Shan, Aoying Zhou

IEEE Trans. Knowl. Data Eng., 2015

Optimal Operator State Migration for Elastic Data Stream Processing.

Jianbing Ding, Tom Z. J. Fu, Richard T. B. Ma, Marianne Winslett, Yin Yang, Zhenjie Zhang, Hongyang Chao

CoRR, 2015

Deterministic identification of specific individuals from GWAS results.

Ruichu Cai, Zhifeng Hao, Marianne Winslett, Xiaokui Xiao, Yin Yang, Zhenjie Zhang, Shuigeng Zhou

Bioinform., 2015

LiveTraj: Real-Time Trajectory Tracking over Live Video Streams.

Tom Z. J. Fu, Jianbing Ding, Richard T. B. Ma, Marianne Winslett, Yin Yang, Zhenjie Zhang, Yong Pei, Bingbing Ni

Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Dish comment summarization based on bilateral topic analysis.

Rong Zhang, Zhenjie Zhang, Xiaofeng He, Aoying Zhou

Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

PABIRS: A data access middleware for distributed file systems.

Sai Wu, Gang Chen, Xianke Zhou, Zhenjie Zhang, Anthony K. H. Tung, Marianne Winslett

Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

A general graph-based model for recommendation in event-based social networks.

Tuan-Anh Nguyen Pham, Xutao Li, Gao Cong, Zhenjie Zhang

Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

Chronos: An elastic parallel framework for stream benchmark generation and simulation.

Ling Gu, Minqi Zhou, Zhenjie Zhang, Ming-Chien Shan, Aoying Zhou, Marianne Winslett

Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

DRS: Dynamic Resource Scheduling for Real-Time Analytics over Fast Streams.

Tom Z. J. Fu, Jianbing Ding, Richard T. B. Ma, Marianne Winslett, Yin Yang, Zhenjie Zhang

Proceedings of the 35th IEEE International Conference on Distributed Computing Systems, 2015

2014

K-Anonymity for Crowdsourcing Database.

Sai Wu, Xiaoli Wang, Sheng Wang, Zhenjie Zhang, Anthony K. H. Tung

IEEE Trans. Knowl. Data Eng., 2014

A general framework of hierarchical clustering and its applications.

Ruichu Cai, Zhenjie Zhang, Anthony K. H. Tung, Chenyun Dai, Zhifeng Hao

Inf. Sci., 2014

2013

Differentially private histogram publication.

Jia Xu, Zhenjie Zhang, Xiaokui Xiao, Yin Yang, Ge Yu, Marianne Winslett

VLDB J., 2013

Efficient and Effective KNN Sequence Search with Approximate n-grams.

Xiaoli Wang, Xiaofeng Ding, Anthony K. H. Tung, Zhenjie Zhang

Proc. VLDB Endow., 2013

Causal gene identification using combinatorial V-structure search.

Ruichu Cai, Zhenjie Zhang, Zhifeng Hao

Neural Networks, 2013

Low-rank quadratic semidefinite programming.

Ganzhao Yuan, Zhenjie Zhang, Bernard Ghanem, Zhifeng Hao

Neurocomputing, 2013

PrivGene: differentially private model fitting using genetic algorithms.

Jun Zhang, Xiaokui Xiao, Yin Yang, Zhenjie Zhang, Marianne Winslett

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

Resa: realtime elastic streaming analytics in the cloud.

Tian Tan, Richard T. B. Ma, Marianne Winslett, Yin Yang, Yong Yu, Zhenjie Zhang

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

SADA: A General Framework to Support Robust Causation Discovery.

Ruichu Cai, Zhenjie Zhang, Zhifeng Hao

Proceedings of the 30th International Conference on Machine Learning, 2013

C-Cube: Elastic continuous clustering in the cloud.

Zhenjie Zhang, Hu Shu, Zhihong Chong, Hua Lu, Yin Yang

Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

Query optimization for differentially private data management systems.

Shangfu Peng, Yin Yang, Zhenjie Zhang, Marianne Winslett, Yong Yu

Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

ABACUS: An Auction-Based Approach to Cloud Service Differentiation.

Zhenjie Zhang, Richard T. B. Ma, Jianbing Ding, Yin Yang

Proceedings of the 2013 IEEE International Conference on Cloud Engineering, 2013

2012

An adaptive updating protocol for reducing moving object database workload.

Su Chen, Beng Chin Ooi, Zhenjie Zhang

VLDB J., 2012

Functional Mechanism: Regression Analysis under Differential Privacy.

Jun Zhang, Zhenjie Zhang, Xiaokui Xiao, Yin Yang, Marianne Winslett

Proc. VLDB Endow., 2012

Low-Rank Mechanism: Optimizing Batch Queries under Differential Privacy.

Ganzhao Yuan, Zhenjie Zhang, Marianne Winslett, Xiaokui Xiao, Yin Yang, Zhifeng Hao

Proc. VLDB Endow., 2012

Differential privacy in data publication and analysis.

Yin Yang, Zhenjie Zhang, Gerome Miklau, Marianne Winslett, Xiaokui Xiao

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2012

DP-tree: indexing multi-dimensional data under differential privacy (abstract only).

Shangfu Peng, Yin Yang, Zhenjie Zhang, Marianne Winslett, Yong Yu

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2012

Demonstration of Damson: Differential Privacy for Analysis of Large Data.

Marianne Winslett, Yin Yang, Zhenjie Zhang

Proceedings of the 18th IEEE International Conference on Parallel and Distributed Systems, 2012

Differentially Private Histogram Publication.

Jia Xu, Zhenjie Zhang, Xiaokui Xiao, Yin Yang, Ge Yu

Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

EUDEMON: A System for Online Video Frame Copy Detection by Earth Mover's Distance.

Jia Xu, Qiushi Bai, Yu Gu, Anthony K. H. Tung, Guoren Wang, Ge Yu, Zhenjie Zhang

Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

Supporting top-K item exchange recommendations in large online communities.

Zhan Su, Anthony K. H. Tung, Zhenjie Zhang

Proceedings of the 15th International Conference on Extending Database Technology, 2012

RDF pattern matching using sortable views.

Zhihong Chong, He Chen, Zhenjie Zhang, Hu Shu, Guilin Qi, Aoying Zhou

Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011

Flexible and Efficient Resolution of Skyline Query Size Constraints.

Hua Lu, Christian S. Jensen, Zhenjie Zhang

IEEE Trans. Knowl. Data Eng., 2011

What is Unequal among the Equals? Ranking Equivalent Rules from Gene Expression Data.

Ruichu Cai, Anthony K. H. Tung, Zhenjie Zhang, Zhifeng Hao

IEEE Trans. Knowl. Data Eng., 2011

Collaborative Filtering with Personalized Skylines.

Ilaria Bartolini, Zhenjie Zhang, Dimitris Papadias

IEEE Trans. Knowl. Data Eng., 2011

BASSUM: A Bayesian semi-supervised method for classification feature selection.

Ruichu Cai, Zhenjie Zhang, Zhifeng Hao

Pattern Recognit., 2011

Compressive mechanism: utilizing sparse representation in differential privacy.

Yang D. Li, Zhenjie Zhang, Marianne Winslett, Yin Yang

Proceedings of the 10th annual ACM workshop on Privacy in the electronic society, 2011

2010

Understanding the meaning of a shifted sky: a general framework on extending skyline query.

Zhenjie Zhang, Hua Lu, Beng Chin Ooi, Anthony K. H. Tung

VLDB J., 2010

Efficient and Effective Similarity Search over Probabilistic Data based on Earth Mover's Distance.

Jia Xu, Zhenjie Zhang, Anthony K. H. Tung, Ge Yu

Proc. VLDB Endow., 2010

An Adaptive Updating Protocol for Reducing Moving Object Databases Workload.

Su Chen, Beng Chin Ooi, Zhenjie Zhang

Proc. VLDB Endow., 2010

Bed-tree: an all-purpose index structure for string similarity search based on edit distance.

Zhenjie Zhang, Marios Hadjieleftheriou, Beng Chin Ooi, Divesh Srivastava

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010

2009

On domination game analysis for microeconomic data mining.

Zhenjie Zhang, Laks V. S. Lakshmanan, Anthony K. H. Tung

ACM Trans. Knowl. Discov. Data, 2009

Similarity Search on Bregman Divergence: Towards Non-Metric Indexing.

Zhenjie Zhang, Beng Chin Ooi, Srinivasan Parthasarathy, Anthony K. H. Tung

Proc. VLDB Endow., 2009

Effectively Indexing Uncertain Moving Objects for Predictive Queries.

Meihui Zhang, Su Chen, Christian S. Jensen, Beng Chin Ooi, Zhenjie Zhang

Proc. VLDB Endow., 2009

Kernel-based skyline cardinality estimation.

Zhenjie Zhang, Yin Yang, Ruichu Cai, Dimitris Papadias, Anthony K. H. Tung

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009

Minimizing the communication cost for continuous skyline maintenance.

Zhenjie Zhang, Reynold Cheng, Dimitris Papadias, Anthony K. H. Tung

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009

2008

Continuous k-Means Monitoring over Moving Objects.

Zhenjie Zhang, Yin Yang, Anthony K. H. Tung, Dimitris Papadias

IEEE Trans. Knowl. Data Eng., 2008

Estimating local optimums in EM algorithm over Gaussian mixture model.

Zhenjie Zhang, Bing Tian Dai, Anthony K. H. Tung

Proceedings of the Machine Learning, 2008

Uncertain Clustering: Models, Methods and Applications.

Zhenjie Zhang, Anthony K. H. Tung

Proceedings of the 14th International Conference on Management of Data, 2008

2006

Relaxed space bounding for moving objects: a case for the buddy tree.

Shuqiao Guo, Zhiyong Huang, H. V. Jagadish, Beng Chin Ooi, Zhenjie Zhang

SIGMOD Rec., 2006

A false negative approach to mining frequent itemsets from high speed transactional data streams.

Jeffrey Xu Yu, Zhihong Chong, Hongjun Lu, Zhenjie Zhang, Aoying Zhou

Inf. Sci., 2006

Finding k-dominant skylines in high dimensional space.

Chee Yong Chan, H. V. Jagadish, Kian-Lee Tan, Anthony K. H. Tung, Zhenjie Zhang

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2006

On the Lower Bound of Local Optimums in K-Means Algorithm.

Zhenjie Zhang, Bing Tian Dai, Anthony K. H. Tung

Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

On High Dimensional Skylines.

Chee Yong Chan, H. V. Jagadish, Kian-Lee Tan, Anthony K. H. Tung, Zhenjie Zhang

Proceedings of the Advances in Database Technology, 2006

2005

Discovering strong skyline points in high dimensional spaces.

Zhenjie Zhang, Xinyu Guo, Hua Lu, Anthony K. H. Tung, Nan Wang

Proceedings of the 2005 ACM CIKM International Conference on Information and Knowledge Management, Bremen, Germany, October 31, 2005