| 2026 | SIGMOD | G2+D: A High Performance Distributed Graph Mining System. | Shanshan Hu, Yusheng Ding, Chia-Hao Liu, Zhenjie Zhang, Yitao Wang, Chenzhao Wang, Alex Chen, Xucheng Ma, Xuyang Zhou, Cheng Chen, Yiliu Jiang, Yiyi Tao, Jiaxin Li, Zhibin Cai, Yuhang Zhao, Zhujie He, Zijie Huang, Yingqian Hu, Sonia Xiao, Yebin Zhang |
| 2024 | DASFAA | GENET: Unleashing the Power of Side Information for Recommendation via Hypergraph Pre-training. | Yang Li, Qi'ao Zhao, Chen Lin, Zhenjie Zhang, Xiaomin Zhu, Jinsong Su |
| 2023 | ICONIP | Amortized Variational Inference via Nos-Hoover Thermostat Hamiltonian Monte Carlo. | Zhan Yuan, Chao Xu, Zhiwen Lin, Zhenjie Zhang |
| 2022 | ICPP | HARL: Hierarchical Adaptive Reinforcement Learning Based Auto Scheduler for Neural Networks. | Zining Zhang, Bingsheng He, Zhenjie Zhang |
| 2021 | AAAI | 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 |
| 2021 | ICASSP | TransMask: A Compact and Fast Speech Separation Model Based on Transformer. | Zining Zhang, Bingsheng He, Zhenjie Zhang |
| 2020 | HPCC | 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 |
| 2020 | ICDE | PA-Tree: Polled-Mode Asynchronous B+ Tree for NVMe. | Li Wang, Zining Zhang, Bingsheng He, Zhenjie Zhang |
| 2020 | Interspeech | Meta Multi-Task Learning for Speech Emotion Recognition. | Ruichu Cai, Kaibin Guo, Boyan Xu, Xiaoyan Yang, Zhenjie Zhang |
| 2020 | Interspeech | GAZEV: GAN-Based Zero-Shot Voice Conversion Over Non-Parallel Speech Corpus. | Zining Zhang, Bingsheng He, Zhenjie Zhang |
| 2020 | Interspeech | X-TaSNet: Robust and Accurate Time-Domain Speaker Extraction Network. | Zining Zhang, Bingsheng He, Zhenjie Zhang |
| 2019 | ICNC | An Algorithm for Solving the Important Links of the Transportation Network Based on Connect Reliability. | Zhenjie Zhang, Hongwei Ma |
| 2019 | IJCAI | Causal Discovery with Cascade Nonlinear Additive Noise Model. | Ruichu Cai, Jie Qiao, Kun Zhang, Zhenjie Zhang, Zhifeng Hao |
| 2019 | SIGMOD | Elasticutor: Rapid Elasticity for Realtime Stateful Stream Processing. | Li Wang, Tom Z. J. Fu, Richard T. B. Ma, Marianne Winslett, Zhenjie Zhang |
| 2018 | AAAI | SELF: Structural Equational Likelihood Framework for Causal Discovery. | Ruichu Cai, Jie Qiao, Zhenjie Zhang, Zhifeng Hao |
| 2018 | ICDCS | 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 |
| 2018 | ICDE | 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 |
| 2018 | ICDM | 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 |
| 2018 | IJCAI | An Encoder-Decoder Framework Translating Natural Language to Database Queries. | Ruichu Cai, Boyan Xu, Zhenjie Zhang, Xiaoyan Yang, Zijian Li, Zhihao Liang |
| 2018 | USENIX | Touchstone: Generating Enormous Query-Aware Test Databases. | Yuming Li, Rong Zhang, Xiaoyan Yang, Zhenjie Zhang, Aoying Zhou |
| 2017 | CIKM | 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 |
| 2017 | HPDC | Parallel Stream Processing Against Workload Skewness and Variance. | Junhua Fang, Rong Zhang, Tom Z. J. Fu, Zhenjie Zhang, Aoying Zhou, Junhua Zhu |
| 2017 | ICDE | Distributed Publish/Subscribe Query Processing on the Spatio-Textual Data Stream. | Zhida Chen, Gao Cong, Zhenjie Zhang, Tom Z. J. Fu, Lisi Chen |
| 2017 | ICDE | Vibration Analysis for IoT Enabled Predictive Maintenance. | Deokwoo Jung, Zhenjie Zhang, Marianne Winslett |
| 2017 | ICDE | PrivSuper: A Superset-First Approach to Frequent Itemset Mining under Differential Privacy. | Ning Wang, Xiaokui Xiao, Yin Yang, Zhenjie Zhang, Yu Gu, Ge Yu |
| 2016 | ACML | Enhancing Topic Modeling on Short Texts with Crowdsourcing. | Xiaoyan Yang, Shanshan Ying, Wenzhe Yu, Rong Zhang, Zhenjie Zhang |
| 2016 | CIKM | Cost-Effective Stream Join Algorithm on Cloud System. | Junhua Fang, Rong Zhang, Xiaotong Wang, Tom Z. J. Fu, Zhenjie Zhang, Aoying Zhou |
| 2016 | COLING | Distributed Representations for Building Profiles of Users and Items from Text Reviews. | Wenliang Chen, Zhenjie Zhang, Zhenghua Li, Min Zhang |
| 2016 | ICDE | 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 |
| 2016 | ICDE | Efficient similarity join based on Earth Mover's Distance using MapReduce. | Jia Xu, Bin Lei, Yu Gu, Marianne Winslett, Ge Yu, Zhenjie Zhang |
| 2016 | KDD | Convex Optimization for Linear Query Processing under Approximate Differential Privacy. | Ganzhao Yuan, Yin Yang, Zhenjie Zhang, Zhifeng Hao |
| 2016 | SIGMOD | Elastic Pipelining in an In-Memory Database Cluster. | Li Wang, Minqi Zhou, Zhenjie Zhang, Yin Yang, Aoying Zhou, Dina Bitton |
| 2016 | SDM | Multi-Domain Manifold Learning for Drug-Target Interaction Prediction. | Ruichu Cai, Zhenjie Zhang, Srinivasan Parthasarathy, Anthony K. H. Tung, Zhifeng Hao, Wen Zhang |
| 2015 | ICDCS | 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 |
| 2015 | ICDE | Chronos: An elastic parallel framework for stream benchmark generation and simulation. | Ling Gu, Minqi Zhou, Zhenjie Zhang, Ming-Chien Shan, Aoying Zhou, Marianne Winslett |
| 2015 | ICDE | A general graph-based model for recommendation in event-based social networks. | Tuan-Anh Nguyen Pham, Xutao Li, Gao Cong, Zhenjie Zhang |
| 2015 | ICDE | PABIRS: A data access middleware for distributed file systems. | Sai Wu, Gang Chen, Xianke Zhou, Zhenjie Zhang, Anthony K. H. Tung, Marianne Winslett |
| 2015 | ICDE | Dish comment summarization based on bilateral topic analysis. | Rong Zhang, Zhenjie Zhang, Xiaofeng He, Aoying Zhou |
| 2013 | IC2E | ABACUS: An Auction-Based Approach to Cloud Service Differentiation. | Zhenjie Zhang, Richard T. B. Ma, Jianbing Ding, Yin Yang |
| 2013 | ICDE | Query optimization for differentially private data management systems. | Shangfu Peng, Yin Yang, Zhenjie Zhang, Marianne Winslett, Yong Yu |
| 2013 | ICDE | C-Cube: Elastic continuous clustering in the cloud. | Zhenjie Zhang, Hu Shu, Zhihong Chong, Hua Lu, Yin Yang |
| 2013 | ICML | SADA: A General Framework to Support Robust Causation Discovery. | Ruichu Cai, Zhenjie Zhang, Zhifeng Hao |
| 2013 | SIGMOD | Resa: realtime elastic streaming analytics in the cloud. | Tian Tan, Richard T. B. Ma, Marianne Winslett, Yin Yang, Yong Yu, Zhenjie Zhang |
| 2013 | SIGMOD | PrivGene: differentially private model fitting using genetic algorithms. | Jun Zhang, Xiaokui Xiao, Yin Yang, Zhenjie Zhang, Marianne Winslett |
| 2012 | CIKM | RDF pattern matching using sortable views. | Zhihong Chong, He Chen, Zhenjie Zhang, Hu Shu, Guilin Qi, Aoying Zhou |
| 2012 | EDBT | Supporting top-K item exchange recommendations in large online communities. | Zhan Su, Anthony K. H. Tung, Zhenjie Zhang |
| 2012 | ICDE | 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 |
| 2012 | ICDE | Differentially Private Histogram Publication. | Jia Xu, Zhenjie Zhang, Xiaokui Xiao, Yin Yang, Ge Yu |
| 2012 | ICPADS | Demonstration of Damson: Differential Privacy for Analysis of Large Data. | Marianne Winslett, Yin Yang, Zhenjie Zhang |
| 2012 | SIGMOD | DP-tree: indexing multi-dimensional data under differential privacy (abstract only). | Shangfu Peng, Yin Yang, Zhenjie Zhang, Marianne Winslett, Yong Yu |
| 2012 | SIGMOD | Differential privacy in data publication and analysis. | Yin Yang, Zhenjie Zhang, Gerome Miklau, Marianne Winslett, Xiaokui Xiao |
| 2010 | SIGMOD | Bed-tree: an all-purpose index structure for string similarity search based on edit distance. | Zhenjie Zhang, Marios Hadjieleftheriou, Beng Chin Ooi, Divesh Srivastava |
| 2009 | SIGMOD | Minimizing the communication cost for continuous skyline maintenance. | Zhenjie Zhang, Reynold Cheng, Dimitris Papadias, Anthony K. H. Tung |
| 2009 | SIGMOD | Kernel-based skyline cardinality estimation. | Zhenjie Zhang, Yin Yang, Ruichu Cai, Dimitris Papadias, Anthony K. H. Tung |
| 2008 | COMAD | Uncertain Clustering: Models, Methods and Applications. | Zhenjie Zhang, Anthony K. H. Tung |
| 2008 | ICML | Estimating local optimums in EM algorithm over Gaussian mixture model. | Zhenjie Zhang, Bing Tian Dai, Anthony K. H. Tung |
| 2006 | EDBT | On High Dimensional Skylines. | Chee Yong Chan, H. V. Jagadish, Kian-Lee Tan, Anthony K. H. Tung, Zhenjie Zhang |
| 2006 | ICDM | On the Lower Bound of Local Optimums in K-Means Algorithm. | Zhenjie Zhang, Bing Tian Dai, Anthony K. H. Tung |
| 2006 | SIGMOD | Finding k-dominant skylines in high dimensional space. | Chee Yong Chan, H. V. Jagadish, Kian-Lee Tan, Anthony K. H. Tung, Zhenjie Zhang |
| 2005 | CIKM | Discovering strong skyline points in high dimensional spaces. | Zhenjie Zhang, Xinyu Guo, Hua Lu, Anthony K. H. Tung, Nan Wang |