Rong Zhu

ORCID

Publication Activity (10 Years)

Years Active: 2000-2024
Publications (10 Years): 127

Top Venues

Publications

Yichen Qian, Yongyi He, Rong Zhu, Jintao Huang, Zhijian Ma, Haibin Wang, Yaohua Wang, Xiuyu Sun, Defu Lian, Bolin Ding, Jingren Zhou
UniDM: A Unified Framework for Data Manipulation with Large Language Models. CoRR (2024)
Rong Zhu, Lianggui Weng, Bolin Ding, Jingren Zhou
Learned Query Optimizer: What is New and What is Next. SIGMOD Conference Companion (2024)
Yichen Qian, Yongyi He, Rong Zhu, Jintao Huang, Zhijian Ma, Haibin Wang, Yaohua Wang, Xiuyu Sun, Defu Lian, Bolin Ding, Jingren Zhou
UniDM: A Unified Framework for Data Manipulation with Large Language Models. MLSys (2024)
Lianggui Weng, Rong Zhu, Di Wu, Bolin Ding, Bolong Zheng, Jingren Zhou
Eraser: Eliminating Performance Regression on Learned Query Optimizer. Proc. VLDB Endow. 17 (5) (2024)
Xingguang Chen, Rong Zhu, Bolin Ding, Sibo Wang, Jingren Zhou
Lero: applying learning-to-rank in query optimizer. VLDB J. 33 (5) (2024)
Rong Zhu, Lianggui Weng, Wenqing Wei, Di Wu, Jiazhen Peng, Yifan Wang, Bolin Ding, Defu Lian, Bolong Zheng, Jingren Zhou
PilotScope: Steering Databases with Machine Learning Drivers. Proc. VLDB Endow. 17 (5) (2024)
Jizhen Li, Xinmeng Xu, Weiping Tu, Yuhong Yang, Rong Zhu
Improving Speech Enhancement by Integrating Inter-Channel and Band Features with Dual-branch Conformer. CoRR (2024)
Tianjing Zeng, Junwei Lan, Jiahong Ma, Wenqing Wei, Rong Zhu, Pengfei Li, Bolin Ding, Defu Lian, Zhewei Wei, Jingren Zhou
PRICE: A Pretrained Model for Cross-Database Cardinality Estimation. CoRR (2024)
Zhifeng Bao, Panagiotis Bouros, Reynold Cheng, Byron Choi, Anton Dignös, Wei Ding, Yixiang Fang, Boyang Han, Jilin Hu, Arijit Khan, Wenqing Lin, Xuemin Lin, Cheng Long, Nikos Mamoulis, Jian Pei, Matthias Renz, Shashi Shekhar, Jieming Shi, Eleni Tzirita Zacharatou, Sibo Wang, Xiao Wang, Xue Wang, Raymond Chi-Wing Wong, Da Yan, Xifeng Yan, Bin Yang, Dezhong Yao, Ce Zhang, Peilin Zhao, Rong Zhu
A Summary of ICDE 2022 Research Session Panels. IEEE Data Eng. Bull. 46 (4) (2023)
Rong Zhu, Enjian Bai
A Physical Layer Key Generation Using a Hybrid Quantization Scheme. CNML (2023)
Wenguang Xu, Pengcheng Xiao, Liguang Zhu, Yan Zhang, Jinbao Chang, Rong Zhu, Yunfeng Xu
Classification and rating of steel scrap using deep learning. Eng. Appl. Artif. Intell. 123 (Part A) (2023)
Pengfei Li, Hua Lu, Rong Zhu, Bolin Ding, Long Yang, Gang Pan
DILI: A Distribution-Driven Learned Index. Proc. VLDB Endow. 16 (9) (2023)
Pengfei Li, Wenqing Wei, Rong Zhu, Bolin Ding, Jingren Zhou, Hua Lu
ALECE: An Attention-based Learned Cardinality Estimator for SPJ Queries on Dynamic Workloads (Extended). CoRR (2023)
Dajiang Liu, Di Mou, Rong Zhu, Yan Zhuang, Jiaxing Shang, Jiang Zhong, Shouyi Yin
DARIC: A Data Reuse-Friendly CGRA for Parallel Data Access via Elastic FIFOs. DAC (2023)
Rong Zhu, Wei Chen, Bolin Ding, Xingguang Chen, Andreas Pfadler, Ziniu Wu, Jingren Zhou
Lero: A Learning-to-Rank Query Optimizer. Proc. VLDB Endow. 16 (6) (2023)
Pengfei Li, Wenqing Wei, Rong Zhu, Bolin Ding, Jingren Zhou, Hua Lu
ALECE: An Attention-based Learned Cardinality Estimator for SPJ Queries on Dynamic Workloads. Proc. VLDB Endow. 17 (2) (2023)
Rong Zhu, Wenwei Li
Research on Electrical Equipment Status Monitoring Method Based on Wireless Communication Technology. ADHIP (2) (2023)
Pengfei Li, Hua Lu, Rong Zhu, Bolin Ding, Long Yang, Gang Pan
DILI: A Distribution-Driven Learned Index. CoRR (2023)
Rong Zhu, Wei Chen, Bolin Ding, Xingguang Chen, Andreas Pfadler, Ziniu Wu, Jingren Zhou
Lero: A Learning-to-Rank Query Optimizer. CoRR (2023)
Bo Wang, Rong Zhu, Jiaxing Shang, Dajiang Liu
Towards Energy-Efficient CGRAs via Stochastic Computing. DATE (2022)
Yi Ding, Rong Zhu, Weiwen Peng, Min Xie
Degradation analysis with nonlinear exponential-dispersion process: Bayesian offline and online perspectives. Qual. Reliab. Eng. Int. 38 (7) (2022)
Ziniu Wu, Pei Yu, Peilun Yang, Rong Zhu, Yuxing Han, Yaliang Li, Defu Lian, Kai Zeng, Jingren Zhou
A Unified Transferable Model for ML-Enhanced DBMS. CIDR (2022)
Zizhong Meng, Peizhi Wu, Gao Cong, Rong Zhu, Shuai Ma
Unsupervised Selectivity Estimation by Integrating Gaussian Mixture Models and an Autoregressive Model. EDBT (2022)
Rong Zhu, Branislav Kveton
Random Effect Bandits. AISTATS (2022)
Rong Zhu, Branislav Kveton
Robust Contextual Linear Bandits. CoRR (2022)
Rong Zhu, Ziniu Wu, Chengliang Chai, Andreas Pfadler, Bolin Ding, Guoliang Li, Jingren Zhou
Learned Query Optimizer: At the Forefront of AI-Driven Databases. EDBT (2022)
Rong Zhu, Hua-Hui Gao, Junliang Shang, Ling-Yun Dai
KSMDB: A classification method in imbalanced COVID dataset based on KmeansSMOTE and DeBERT. BIBM (2022)
Jiahong Xie, Haibo Cheng, Rong Zhu, Ping Wang, Kaitai Liang
WordMarkov: A New Password Probability Model of Semantics. ICASSP (2022)
Rong Zhu, Yuan Chen, Weiwen Peng, Zhisheng Ye
Bayesian deep-learning for RUL prediction: An active learning perspective. Reliab. Eng. Syst. Saf. 228 (2022)
Guozhen Li, Rong Zhu
Intelligent Interactive Control via Haptic E-skin for Human-Robot Interaction and Collaboration. Adv. Intell. Syst. 4 (11) (2022)
Zhen-Xin Niu, Cui-Na Jiao, Liang-Rui Ren, Rong Zhu, Juan Wang, Jin-Xing Liu
Kernel risk-sensitive mean p-power loss based hyper-graph regularized robust extreme learning machine and its semi-supervised extension for sample classification. Appl. Intell. 52 (8) (2022)
Han Han, Rong Zhu, Jin-Xing Liu, Ling-Yun Dai
Predicting miRNA-disease associations via layer attention graph convolutional network model. BMC Medical Informatics Decis. Mak. 22 (1) (2022)
Chen Ye, Hongzhi Wang, Kangjie Zheng, YouKang Kong, Rong Zhu, Jing Gao, Jianzhong Li
Constrained Truth Discovery. IEEE Trans. Knowl. Data Eng. 34 (1) (2022)
Rong Zhu, Bo Wang, Dajiang Liu
RF-CGRA: A Routing-Friendly CGRA with Hierarchical Register Chains. DATE (2022)
Ziniu Wu, Peilun Yang, Pei Yu, Rong Zhu, Yuxing Han, Yaliang Li, Defu Lian, Kai Zeng, Jingren Zhou
A Unified Transferable Model for ML-Enhanced DBMS. CoRR (2021)
Bo Yang, Huan Xie, Kuan Ye, Huan Qin, Rong Zhu, Anchang Liu
Analysis of intelligent test paper generation method for online examination based on UML and particle swarm optimisation. Int. J. Inf. Commun. Technol. 18 (3) (2021)
Rong Zhu, Andreas Pfadler, Ziniu Wu, Yuxing Han, Xiaoke Yang, Feng Ye, Zhenping Qian, Jingren Zhou, Bin Cui
Efficient and Scalable Structure Learning for Bayesian Networks: Algorithms and Applications. ICDE (2021)
Ling-Yun Dai, Jin-Xing Liu, Rong Zhu, Juan Wang, Shasha Yuan
Logistic Weighted Profile-Based Bi-Random Walk for Exploring MiRNA-Disease Associations. J. Comput. Sci. Technol. 36 (2) (2021)
Mattia Rigotti, Rong Zhu
Deep Bandits Show-Off: Simple and Efficient Exploration with Deep Networks. CoRR (2021)
Wenfei Fan, Tao He, Longbin Lai, Xue Li, Yong Li, Zhao Li, Zhengping Qian, Chao Tian, Lei Wang, Jingbo Xu, Youyang Yao, Qiang Yin, Wenyuan Yu, Kai Zeng, Kun Zhao, Jingren Zhou, Diwen Zhu, Rong Zhu
GraphScope: A Unified Engine For Big Graph Processing. Proc. VLDB Endow. 14 (12) (2021)
Andreas Pfadler, Rong Zhu, Wei Chen, Botong Huang, Tianjing Zeng, Bolin Ding, Jingren Zhou
Baihe: SysML Framework for AI-driven Databases. CoRR (2021)
Bin Yuan, Changqing Du, Zhongyuan Wang, Rong Zhu
Research on Intelligent Algorithm of Identity Authentication Based on Facial Features. Wirel. Commun. Mob. Comput. 2021 (2021)
Rong Zhu, Yong Wang, Jin-Xing Liu, Ling-Yun Dai
IPCARF: improving lncRNA-disease association prediction using incremental principal component analysis feature selection and a random forest classifier. BMC Bioinform. 22 (1) (2021)
Ge-Peng Ji, Xiao Wang, Yu-Cheng Chou, Yuming Fang, Shouyuan Yang, Rong Zhu, Ge Gao
Guidance and Teaching Network for Video Salient Object Detection. CoRR (2021)
Rong Zhu, Mattia Rigotti
Self-correcting Q-learning. AAAI (2021)
Rong Zhu, Ziniu Wu, Yuxing Han, Kai Zeng, Andreas Pfadler, Zhengping Qian, Jingren Zhou, Bin Cui
FLAT: Fast, Lightweight and Accurate Method for Cardinality Estimation. Proc. VLDB Endow. 14 (9) (2021)
Rong Zhu, Branislav Kveton
Random Effect Bandits. CoRR (2021)
Rong Zhu, Mattia Rigotti
Deep Bandits Show-Off: Simple and Efficient Exploration with Deep Networks. NeurIPS (2021)
Yingxia Jiao, Xiao Wang, Yu-Cheng Chou, Shouyuan Yang, Ge-Peng Ji, Rong Zhu, Ge Gao
Guidance And Teaching Network For Video Salient Object Detection. ICIP (2021)
Yuxing Han, Ziniu Wu, Peizhi Wu, Rong Zhu, Jingyi Yang, Liang Wei Tan, Kai Zeng, Gao Cong, Yanzhao Qin, Andreas Pfadler, Zhengping Qian, Jingren Zhou, Jiangneng Li, Bin Cui
Cardinality Estimation in DBMS: A Comprehensive Benchmark Evaluation. CoRR (2021)
Rong Zhu, Tianjing Zeng, Andreas Pfadler, Wei Chen, Bolin Ding, Jingren Zhou
Glue: Adaptively Merging Single Table Cardinality to Estimate Join Query Size. CoRR (2021)
Zhen-Xin Niu, Liang-Rui Ren, Rong Zhu, Xiang-Zhen Kong, Ying-Lian Gao, Jin-Xing Liu
Extreme Learning Machine Based on Double Kernel Risk-Sensitive Loss for Cancer Samples Classification. ICIC (2) (2021)
Chen Ye, Hongzhi Wangy, Kangjie Zheng, YouKang Kong, Rong Zhu, Jing Gao, Jianzhong Li
Constrained Truth Discovery (Extended Abstract). ICDE (2021)
Yuxing Han, Ziniu Wu, Peizhi Wu, Rong Zhu, Jingyi Yang, Liang Wei Tan, Kai Zeng, Gao Cong, Yanzhao Qin, Andreas Pfadler, Zhengping Qian, Jingren Zhou, Jiangneng Li, Bin Cui
Cardinality Estimation in DBMS: A Comprehensive Benchmark Evaluation. Proc. VLDB Endow. 15 (4) (2021)
Shiqiang Liu, Yuzhong Zhang, Rong Zhu
Multifunctional stretchable sensor for detecting flow, strain and temperature. IEEE SENSORS (2021)
Bo Yang, Hongbin Li, Huan Xie, Jianyong Zhao, Rong Zhu, Lei Zhao
Abnormal state recognition method for online intelligent examination based on improved genetic algorithm. Int. J. Inf. Commun. Technol. 18 (3) (2021)
Junchang Zhang, Shiqiang Liu, Yuzhong Zhang, Rong Zhu
A Method to Extract Motion Velocities of Limb and Trunk in Human Locomotion. IEEE Access 8 (2020)
Zhen Cui, Jin-Xing Liu, Ying-Lian Gao, Rong Zhu, Shasha Yuan
LncRNA-Disease Associations Prediction Using Bipartite Local Model With Nearest Profile-Based Association Inferring. IEEE J. Biomed. Health Informatics 24 (5) (2020)
Rong Zhu, Xiaoxi He, Jiahong Xie, Zongjie Zhang, Ping Wang
An Improved RFID-based Authentication Protocol for Rail Transit. BigDataSE (2020)
Bo Yang, Huan Xie, Hongbin Li, Nuohan Li, Anchang Liu, Zhigang Ren, Kuan Ye, Rong Zhu, Xuezhi Xiang
Unsupervised Optical Flow Estimation Based on Improved Feature Pyramid. Neural Process. Lett. 52 (2) (2020)
Rong Zhu, Andreas Pfadler, Ziniu Wu, Yuxing Han, Xiaoke Yang, Feng Ye, Zhenping Qian, Jingren Zhou, Bin Cui
Efficient and Scalable Structure Learning for Bayesian Networks: Algorithms and Applications. CoRR (2020)
Liang-Rui Ren, Ying-Lian Gao, Jin-Xing Liu, Rong Zhu, Xiang-Zhen Kong
-Extreme Learning Machine: An Efficient Robust Classifier for Tumor Classification. Comput. Biol. Chem. 89 (2020)
Shi Qiang Liu, Junchang Zhang, Rong Zhu
A Wearable Human Motion Tracking Device Using Micro Flow Sensor Incorporating a Micro Accelerometer. IEEE Trans. Biomed. Eng. 67 (4) (2020)
Ziniu Wu, Rong Zhu, Andreas Pfadler, Yuxing Han, Jiangneng Li, Zhengping Qian, Kai Zeng, Jingren Zhou
FSPN: A New Class of Probabilistic Graphical Model. CoRR (2020)
Rong Zhu, Sheng Yang, Andreas Pfadler, Zhengping Qian, Jingren Zhou
Learning Efficient Parameter Server Synchronization Policies for Distributed SGD. ICLR (2020)
Guozhen Li, Shiqiang Liu, Liangqi Wang, Rong Zhu
Skin-inspired quadruple tactile sensors integrated on a robot hand enable object recognition. Sci. Robotics 5 (49) (2020)
Rong Zhu, Xiao Peng, Qionghui Mei
Research on the Development Model of Online Higher Education From the Perspective of Internet Thinking. CIPAE (2020)
Dongmei Peng, Jing Xiao, Rong Zhu, Ge Gao
Ts-Fen: Probing Feature Selection Strategy for Face Anti-Spoofing. ICASSP (2020)
Ling-Yun Dai, Rong Zhu, Juan Wang
Joint Nonnegative Matrix Factorization Based on Sparse and Graph Laplacian Regularization for Clustering and Co-Differential Expression Genes Analysis. Complex. 2020 (2020)
Rong Zhu, Ziniu Wu, Yuxing Han, Kai Zeng, Andreas Pfadler, Zhengping Qian, Jingren Zhou, Bin Cui
FLAT: Fast, Lightweight and Accurate Method for Cardinality Estimation. CoRR (2020)
Rong Zhu, Mattia Rigotti
Self-correcting Q-Learning. CoRR (2020)
Ling-Yun Dai, Chun-Hou Zheng, Jin-Xing Liu, Rong Zhu, Shasha Yuan, Juan Wang, Xiang-Zhen Kong
Integrative graph regularized matrix factorization for drug-pathway associations analysis. Comput. Biol. Chem. 78 (2019)
Yongheng Wang, Rong Zhu, Zengwang Wang, Xiaozan Zhang, Baoxing Zhang
Logic-Based Online Complex Event Rule Learning with Weight Optimization. DSC (2019)
Rong Zhu, Zhaonian Zou, Jianzhong Li
Fast diversified coherent core search on multi-layer graphs. VLDB J. 28 (4) (2019)
Hao Bu, Rong Zhu, Shihong Chen, Xiaoqiong Tan
Research on concurrency comparison modeling based on $$\uppi $$ π calculus in future computer technology. Clust. Comput. 22 (Suppl 1) (2019)
Rong Zhu, Kun Zhao, Hongxia Yang, Wei Lin, Chang Zhou, Baole Ai, Yong Li, Jingren Zhou
AliGraph: A Comprehensive Graph Neural Network Platform. CoRR (2019)
Junchang Zhang, Shi Qiang Liu, Rong Zhu
Motion Velocity, Acceleration and Energy Expenditure Estimation Using Micro Flow Sensor. IEEE Access 7 (2019)
Ting Ma, Rong Zhu, Jianghao Wang, Na Zhao, Tao Pei, Yunyan Du, Chenghu Zhou, Jie Chen
A proportional odds model of human mobility and migration patterns. Int. J. Geogr. Inf. Sci. 33 (1) (2019)
Yong-Jing Hao, Mi-Xiao Hou, Rong Zhu, Jin-Xing Liu
An Integrated Robust Graph Regularized Non-negative Matrix Factorization for Multi-dimensional Genomic Data Analysis. IDMB (2019)
Yu Fu, Shuai Zhao, Rong Zhu
A Wearable Multifunctional Pulse Monitor Using Thermosensation-Based Flexible Sensors. IEEE Trans. Biomed. Eng. 66 (5) (2019)
Rong Zhu, Guangshun Li, Jin-Xing Liu, Ling-Yun Dai, Ying Guo
ACCBN: ant-Colony-clustering-based bipartite network method for predicting long non-coding RNA-protein interactions. BMC Bioinform. 20 (1) (2019)
Rong Zhu, Kun Zhao, Hongxia Yang, Wei Lin, Chang Zhou, Baole Ai, Yong Li, Jingren Zhou
AliGraph: A Comprehensive Graph Neural Network Platform. Proc. VLDB Endow. 12 (12) (2019)
Yongheng Wang, Xiaozan Zhang, Xiangge Wang, Rong Zhu, Zengwang Wang, Lijie Liu
Text Sentiment Analysis Based on Parallel Recursive Constituency Tree-LSTM. DSC (2019)
Zhan Zhang, Ze Hu, Haiqin Yang, Rong Zhu, Decheng Zuo
Factorization machines and deep views-based co-training for improving answer quality prediction in online health expert question-answering services. J. Biomed. Informatics 87 (2018)
Ling-Yun Dai, Jin-Xing Liu, Rong Zhu, Xiang-Zhen Kong, Mi-Xiao Hou, Shasha Yuan
Sparse Orthogonal Nonnegative Matrix Factorization for Identifying Differentially Expressed Genes and Clustering Tumor Samples. BIBM (2018)
Ze Hu, Zhan Zhang, Haiqin Yang, Qing Chen, Rong Zhu, Decheng Zuo
Predicting the quality of online health expert question-answering services with temporal features in a deep learning framework. Neurocomputing 275 (2018)
Rong Zhu, Zhaonian Zou, Jianzhong Li
Fast Rectangle Counting on Massive Networks. ICDM (2018)
Xue Peng, Xiaoyun Xia, Rong Zhu, Lei Lin, Huimin Gao, Pei He
A comparative performance analysis of evolutionary algorithms on $${\varvec{k}}$$ k -median and facility location problems. Soft Comput. 22 (23) (2018)
Wei Wang, Weiguo Shen, Shumin Guo, Rong Zhu, Bin Chen, Yaxin Sun
Image Artistic Style Migration Based on Convolutional Neural Network. ICSAI (2018)
Rong Zhu, Zhaonian Zou, Jianzhong Li
Diversified Coherent Core Search on Multi-Layer Graphs. ICDE (2018)
Wei Wang, Weiguo Shen, Yaxin Sun, Bin Chen, Rong Zhu
Dimensionality reduction via adjusting data distribution density. ICSAI (2018)
Zhangyang Xiong, Zhongyuan Wang, Changqing Du, Rong Zhu, Jing Xiao, Tao Lu
An Asian Face Dataset and How Race Influences Face Recognition. PCM (2) (2018)
Rong Zhu, Jiming Jiang
Subsampled Optimization: Statistical Guarantees, Mean Squared Error Approximation, and Sampling Method. CoRR (2018)
Rong Zhu
Gradient-based Sampling: An Adaptive Importance Sampling for Least-squares. CoRR (2018)
Wei Wang, Weiguo Shen, Bin Chen, Rong Zhu, Yaxin Sun
Air Quality Index Forecasting Based on SVM and Moments. ICSAI (2018)
Yaxin Sun, Qing Ye, Rong Zhu, Guihua Wen
Cognitive Gravity Model Based Semi-Supervised Dimension Reduction. Neural Process. Lett. 47 (1) (2018)
Rong Zhu, Guangshun Li, Jin-Xing Liu, Ling-Yun Dai, Shasha Yuan, Ying Guo
A Fast Quantum Clustering Approach for Cancer Gene Clustering. BIBM (2018)
Liguo Zhou, Rong Zhu, Yimin Luo, Siwen Liu, Zhongyuan Wang
Improving Convolutional Neural Networks Via Compacting Features. ICASSP (2018)
Jing Xiao, Rong Zhu, Ruimin Hu, Mi Wang, Ying Zhu, Dan Chen, Deren Li
Towards Real-Time Service from Remote Sensing: Compression of Earth Observatory Video Data via Long-Term Background Referencing. Remote. Sens. 10 (6) (2018)
Siwen Liu, Rong Zhu, Yimin Luo, Zhongyuan Wang, Liguo Zhou
Dataset Refinement for Convolutional Neural Networks via Active Learning. PCM (3) (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Rong Zhu