Rong Gu

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 77

Top Topics

Autonomous Vehicles

Physical Systems

Distributed Data

Top Venues

IEEE Trans. Parallel Distributed Syst.

J. Parallel Distributed Comput.

Publications

Haipeng Dai, Yikang Zhang, Weijun Wang, Rong Gu, Yuben Qu, Chi Lin, Lijie Xu, Jiaqi Zheng, Wanchun Dou, Guihai Chen
Placing Wireless Chargers With Multiple Antennas. IEEE Trans. Mob. Comput. 23 (6) (2024)
Lukas Johannes Dust, Rong Gu, Cristina Seceleanu, Mikael Ekström, Saad Mubeen
UPPAAL-Based Modeling and Verification of ROS 2 Multi-threaded Execution and Operating System Reservations. FMICS (2024)
Shizhe Liu, Haipeng Dai, Shaoxu Song, Meng Li, Jingsong Dai, Rong Gu, Guihai Chen
ACER: Accelerating Complex Event Recognition via Two-Phase Filtering under Range Bitmap-Based Indexes. KDD (2024)
Meng Li, Wenqi Luo, Haipeng Dai, Huayi Chai, Rong Gu, Xiaoyu Wang, Guihai Chen
The Reinforcement Cuckoo Filter. INFOCOM (2024)
Hancheng Wang, Haipeng Dai, Rong Gu, Youyou Lu, Jiaqi Zheng, Jingsong Dai, Shusen Chen, Zhiyuan Chen, Shuaituan Li, Guihai Chen
Wormhole Filters: Caching Your Hash on Persistent Memory. EuroSys (2024)
Muhammad Naeem, Rong Gu, Cristina Seceleanu, Kim Guldstrand Larsen, Brian Nielsen, Michele Albano
Energy-Efficient Motion Planning for Autonomous Vehicles Using Uppaal Stratego. TASE (2024)
Rong Gu, Zahra Moezkarimi, Marjan Sirjani
Guess and Then Check: Controller Synthesis for Safe and Secure Cyber-Physical Systems. FORTE (2024)
Rong Gu, Yi Zhang, Liangliang Yin, Lingyi Song, Wenjie Huang, Chunfeng Yuan, Zhaokang Wang, Guanghui Zhu, Yihua Huang
Coral: federated query join order optimization based on deep reinforcement learning. World Wide Web (WWW) 26 (5) (2023)
Suhui Wangzhang, Ruizhang Yang, Rong Gu, Bo Li, Dingjin Liu, Zhaokang Wang
Efficient Large Scale Reverse-time Migration Imaging Computation based on Distributed Spark Cluster with GPUs. ISPA/BDCloud/SocialCom/SustainCom (2023)
Rong Gu
Learning in Uppaal for Test Case Generation for Cyber-Physical Systems. ECBS (2023)
Rui Xia, Haipeng Dai, Jiaqi Zheng, Rong Gu, Xiaoyu Wang, Weijun Wang, Guihai Chen
SAFE: Service Availability via Failure Elimination Through VNF Scaling. IEEE/ACM Trans. Netw. 31 (5) (2023)
Rong Gu, Jiajia Wei, Xu Wang, Jiahui Wang, Haipeng Dai, Jiaqi Zheng, Baolong Mao, Yihua Huang
Magpie: Efficient Big Data Query System Parameter Optimization based on Pre-selection and Search Pruning Approach. IWQoS (2023)
Zhenghong Luo, Qian Wang, Haomai Wang, Tianshan Qu, Meng Li, Rong Gu, Haipeng Dai
MoonKV: Optimizing Update-intensive Workloads for NVM-based Key-value Stores. ICDM (2023)
Rong Gu, Han Li, Haipeng Dai, Wenjie Huang, Jie Xue, Meng Li, Jiaqi Zheng, Haoran Cai, Yihua Huang, Guihai Chen
ShadowAQP: Efficient Approximate Group-by and Join Query via Attribute-oriented Sample Size Allocation and Data Generation. Proc. VLDB Endow. 16 (13) (2023)
Meng Li, Deyi Chen, Haipeng Dai, Rongbiao Xie, Siqiang Luo, Rong Gu, Tong Yang, Guihai Chen
Seesaw Counting Filter: A Dynamic Filtering Framework for Vulnerable Negative Keys. IEEE Trans. Knowl. Data Eng. 35 (12) (2023)
Haipeng Dai, Hancheng Wang, Zhipeng Chen, Jiaqi Zheng, Meng Li, Rong Gu, Chen Tian, Wanchun Dou
Variable-length Encoding Framework: A Generic Framework for Enhancing the Accuracy of Approximate Membership Queries. ICDM (2023)
Lukas Johannes Dust, Rong Gu, Cristina Seceleanu, Mikael Ekström, Saad Mubeen
Pattern-Based Verification of ROS 2 Nodes Using UPPAAL. FMICS (2023)
Tongyu Wu, Rong Gu, Yang Li, Hongbin Ma, Yi Chen, Ying Zhu, Xiaoxiang Yu, Tengting Xu, Yihua Huang
Raven: Benchmarking Monetary Expense and Query Efficiency of OLAP Engines on the Cloud. DASFAA (4) (2023)
Rong Gu, Eduard Enoiu
Model-Based Policy Synthesis and Test-Case Generation for Autonomous Systems. ICSTW (2023)
Rong Gu, Xiaofei Chen, Haipeng Dai, Shulin Wang, Zhaokang Wang, Yaofeng Tu, Yihua Huang, Guihai Chen
Time and Cost-Efficient Cloud Data Transmission based on Serverless Computing Compression. INFOCOM (2023)
Meng Li, Rongbiao Xie, Deyi Chen, Haipeng Dai, Rong Gu, He Huang, Wanchun Dou, Guihai Chen
A Pareto optimal Bloom filter family with hash adaptivity. VLDB J. 32 (3) (2023)
Haipeng Dai, Xiaoyu Wang, Xuzhen Lin, Rong Gu, Shuyu Shi, Yunhuai Liu, Wanchun Dou, Guihai Chen
Placing Wireless Chargers With Limited Mobility. IEEE Trans. Mob. Comput. 22 (6) (2023)
Lukas Johannes Dust, Emil Persson, Mikael Ekström, Saad Mubeen, Cristina Seceleanu, Rong Gu
Experimental Evaluation of Callback Behavior in ROS 2 Executors. ETFA (2023)
Haipeng Dai, Lei Meng, Hancheng Wang, Rong Gu, Siwen Chen, Feng Chen, Wei Hu
Distantly Supervised Entity Linking with Selection Consistency Constraint. DASFAA (2) (2023)
Rong Gu, Zhihao Xu, Yang Che, Xu Wang, Haipeng Dai, Kai Zhang, Bin Fan, Haojun Hou, Li Yi, Yu Ding, Yihua Huang, Guihai Chen
High-Level Data Abstraction and Elastic Data Caching for Data-Intensive AI Applications on Cloud-Native Platforms. IEEE Trans. Parallel Distributed Syst. 34 (11) (2023)
Rong Gu, Simian Li, Haipeng Dai, Hancheng Wang, Yili Luo, Bin Fan, Ran Ben Basat, Ke Wang, Zhenyu Song, Shouwei Chen, Beinan Wang, Yihua Huang, Guihai Chen
Adaptive Online Cache Capacity Optimization via Lightweight Working Set Size Estimation at Scale. USENIX Annual Technical Conference (2023)
Zhe Peng, Jianliang Xu, Xiaowen Chu, Shang Gao, Yuan Yao, Rong Gu, Yuzhe Tang
VFChain: Enabling Verifiable and Auditable Federated Learning via Blockchain Systems. IEEE Trans. Netw. Sci. Eng. 9 (1) (2022)
Rong Gu, Jun Shi, Xiaofei Chen, Zhaokang Wang, Yang Che, Kai Zhang, Yihua Huang
Octopus-DF: Unified DataFrame-based cross-platform data analytic system. Parallel Comput. 110 (2022)
Meng Li, Deyi Chen, Haipeng Dai, Rongbiao Xie, Siqiang Luo, Rong Gu, Tong Yang, Guihai Chen
Seesaw Counting Filter: An Efficient Guardian for Vulnerable Negative Keys During Dynamic Filtering. WWW (2022)
Rong Gu, Yuquan Chen, Shuai Liu, Haipeng Dai, Guihai Chen, Kai Zhang, Yang Che, Yihua Huang
Liquid: Intelligent Resource Estimation and Network-Efficient Scheduling for Deep Learning Jobs on Distributed GPU Clusters. IEEE Trans. Parallel Distributed Syst. 33 (11) (2022)
Rong Gu, Peter Gjøl Jensen, Danny Bøgsted Poulsen, Cristina Seceleanu, Eduard Enoiu, Kristina Lundqvist
Verifiable strategy synthesis for multiple autonomous agents: a scalable approach. Int. J. Softw. Tools Technol. Transf. 24 (3) (2022)
Lihao Wang, Weijun Wang, Haipeng Dai, Jiaqi Zheng, Bangbang Ren, Shuyu Shi, Rong Gu
DUET: Joint Deployment of Trucks and Drones for Object Monitoring. IWQoS (2022)
Rong Gu, Han Yin, Weichang Zhong, Chunfeng Yuan, Yihua Huang
Meces: Latency-efficient Rescaling via Prioritized State Migration for Stateful Distributed Stream Processing Systems. USENIX Annual Technical Conference (2022)
Rong Gu, Peter Gjøl Jensen, Cristina Seceleanu, Eduard Enoiu, Kristina Lundqvist
Correctness-guaranteed strategy synthesis and compression for multi-agent autonomous systems. Sci. Comput. Program. 224 (2022)
Hancheng Wang, Haipeng Dai, Meng Li, Jun Yu, Rong Gu, Jiaqi Zheng, Guihai Chen
Bamboo Filters: Make Resizing Smooth. ICDE (2022)
Rong Gu, Bo Li, Dingjin Liu, Zhaokang Wang, Suhui Wangzhang, Shulin Wang, Haipeng Dai, Yihua Huang
Towards Efficient Reverse-time Migration Imaging Computation by Pipeline and Fine-grained Execution Parallelization. CSE (2022)
Haipeng Dai, Yue Zhao, Weijun Wang, Rong Gu, Yuben Qu, Chi Lin, Lijie Xu, Wanchun Dou
Placing Wireless Chargers with Multiple Antennas. SECON (2022)
Rong Gu, Kai Zhang, Zhihao Xu, Yang Che, Bin Fan, Haojun Hou, Haipeng Dai, Li Yi, Yu Ding, Guihai Chen, Yihua Huang
Fluid: Dataset Abstraction and Elastic Acceleration for Cloud-native Deep Learning Training Jobs. ICDE (2022)
Rong Gu, Xu Huang, Haipeng Dai, Xiaoyu Geng, Xiaofei Chen, Yihua Huang, Fu Xiao, Guihai Chen
Efficient. Scalable and Robust Data Shuffle Service for Distributed MapReduce Computing on Cloud. HPCC/DSS/SmartCity/DependSys (2022)
Rong Gu, Chongjie Li, Haipeng Dai, Yili Luo, Xiaolong Xu, Shaohua Wan, Yihua Huang
Improving in-memory file system reading performance by fine-grained user-space cache mechanisms. J. Syst. Archit. 115 (2021)
Rongbiao Xie, Meng Li, Zheyu Miao, Rong Gu, He Huang, Haipeng Dai, Guihai Chen
Hash Adaptive Bloom Filter. CoRR (2021)
Zhaokang Wang, Yunpan Wang, Chunfeng Yuan, Rong Gu, Yihua Huang
Empirical analysis of performance bottlenecks in graph neural network training and inference with GPUs. Neurocomputing 446 (2021)
Rong Gu, Cristina Seceleanu, Eduard Enoiu, Kristina Lundqvist
Model Checking Collision Avoidance of Nonlinear Autonomous Vehicles. FM (2021)
Zhaokang Wang, Shen Wang, Junhong Li, Chunfeng Yuan, Rong Gu, Yihua Huang
VSIM: Distributed local structural vertex similarity calculation on big graphs. J. Parallel Distributed Comput. 158 (2021)
Zhaokang Wang, Weiwei Hu, Guowang Chen, Chunfeng Yuan, Rong Gu, Yihua Huang
Towards Efficient Distributed Subgraph Enumeration Via Backtracking-Based Framework. IEEE Trans. Parallel Distributed Syst. 32 (12) (2021)
Rongbiao Xie, Meng Li, Zheyu Miao, Rong Gu, He Huang, Haipeng Dai, Guihai Chen
Hash Adaptive Bloom Filter. ICDE (2021)
Rong Gu, Zhiqiang Zuo, Xi Jiang, Han Yin, Zhaokang Wang, Linzhang Wang, Xuandong Li, Yihua Huang
Towards Efficient Large-Scale Interprocedural Program Static Analysis on Distributed Data-Parallel Computation. IEEE Trans. Parallel Distributed Syst. 32 (4) (2021)
Rong Gu, Yang Qi, Tongyu Wu, Zhaokang Wang, Xiaolong Xu, Chunfeng Yuan, Yihua Huang
SparkDQ: Efficient generic big data quality management on distributed data-parallel computation. J. Parallel Distributed Comput. 156 (2021)
Rong Gu, Zhixiang Zhang, Zhihao Xu, Zhaokang Wang, Kai Zhang, Chunfeng Yuan, Yihua Huang
Alchemy: Distributed financial quantitative analysis system with high-level programming model. Softw. Pract. Exp. 51 (8) (2021)
Rong Gu, Eduard Enoiu, Cristina Seceleanu, Kristina Lundqvist
Probabilistic Mission Planning and Analysis for Multi-agent Systems. ISoLA (1) (2020)
Rong Gu, Eduard Enoiu, Cristina Seceleanu, Kristina Lundqvist
Verifiable and Scalable Mission-Plan Synthesis for Autonomous Agents. FMICS (2020)
Zhaokang Wang, Weiwei Hu, Chunfeng Yuan, Rong Gu, Yihua Huang
Distributed Subgraph Enumeration via Backtracking-based Framework. CoRR (2020)
Jingfan Chen, Guanghui Zhu, Rong Gu, Chunfeng Yuan, Yihua Huang
Semi-supervised Embedding Learning for High-dimensional Bayesian Optimization. CoRR (2020)
Rong Gu, Eduard Enoiu, Cristina Seceleanu
TAMAA: UPPAAL-based mission planning for autonomous agents. SAC (2020)
Zhaokang Wang, Rong Gu, Weiwei Hu, Chunfeng Yuan, Yihua Huang
BENU: Distributed Subgraph Enumeration with Backtracking-Based Framework. ICDE (2019)
Zhenqiang Li, Rong Gu, Jie Dong
Export of BGP Community Information in IP Flow Information Export (IPFIX). RFC 8549 (2019)
Rong Gu, Kaixuan Huang, Zhixiang Zhang, Chunfeng Yuan, Yihua Huang
Push-Based Network-efficient Hadoop YARN Scheduling Mechanism for In-Memory Computing. ICPADS (2019)
Guanghui Zhu, Chen Guo, Le Lu, Zhi Huang, Chunfeng Yuan, Rong Gu, Yihua Huang
DGST: Efficient and scalable suffix tree construction on distributed data-parallel platforms. Parallel Comput. 87 (2019)
Guanghui Zhu, Xiaoqi Wu, Liangliang Yin, Haogang Wang, Rong Gu, Chunfeng Yuan, Yihua Huang
HyMJ: A Hybrid Structure-Aware Approach to Distributed Multi-way Join Query. ICDE (2019)
Yan Zhuang, Danian Shi, Rong Gu, Hariharan Ananthakrishnan
A YANG Data Model for Fabric Topology in Data-Center Networks. RFC 8542 (2019)
Guanghui Zhu, Qiu Hu, Rong Gu, Chunfeng Yuan, Yihua Huang
ForestLayer: Efficient training of deep forests on distributed task-parallel platforms. J. Parallel Distributed Comput. 132 (2019)
Guanghui Zhu, Qian Wang, Qiwei Tang, Rong Gu, Chunfeng Yuan, Yihua Huang
Efficient and Scalable Functional Dependency Discovery on Distributed Data-Parallel Platforms. IEEE Trans. Parallel Distributed Syst. 30 (12) (2019)
Rong Gu, Chongjie Li, Peng Shu, Chunfeng Yuan, Yihua Huang
Adaptive cache policy scheduling for big data applications on distributed tiered storage system. Concurr. Comput. Pract. Exp. 31 (15) (2019)
Rui Xia, Haipeng Dai, Jiaqi Zheng, Rong Gu, Xiaoyu Wang, Guihai Chen
SAFE: Service Availability via Failure Elimination Through VNF Scaling. ICPP (2019)
Rong Gu, Raluca Marinescu, Cristina Seceleanu, Kristina Lundqvist
Towards a Two-Layer Framework for Verifying Autonomous Vehicles. NFM (2019)
Zhiqiang Zuo, Rong Gu, Xi Jiang, Zhaokang Wang, Yihua Huang, Linzhang Wang, Xuandong Li
BigSpa: An Efficient Interprocedural Static Analysis Engine in the Cloud. IPDPS (2019)
Rong Gu, Shiqing Fan, Qiu Hu, Chunfeng Yuan, Yihua Huang
Parallelizing Machine Learning Optimization Algorithms on Distributed Data-Parallel Platforms with Parameter Server. ICPADS (2018)
Rong Gu, Raluca Marinescu, Cristina Seceleanu, Kristina Lundqvist
Formal verification of an autonomous wheel loader by model checking. FormaliSE@ICSE (2018)
Rong Gu, Min Chen, Wenjia Yang, Chunfeng Yuan, Yihua Huang
Seal: Efficient Training Large Scale Statistical Machine Translation Models on Spark. ICPADS (2018)
Rong Gu, Yu-Fa Zhou, Zhaokang Wang, Chunfeng Yuan, Yihua Huang
Penguin: Efficient Query-Based Framework for Replaying Large Scale Historical Data. IEEE Trans. Parallel Distributed Syst. 29 (10) (2018)
Rong Gu, Yun Tang, Chen Tian, Hucheng Zhou, Guanru Li, Xudong Zheng, Yihua Huang
Improving Execution Concurrency of Large-Scale Matrix Multiplication on Distributed Data-Parallel Platforms. IEEE Trans. Parallel Distributed Syst. 28 (9) (2017)
Guanghui Zhu, Xiaoqi Wu, Rong Gu, Chunfeng Yuan, Yihua Huang
AutoMJ: Towards Efficient Multi-way Join Query on Distributed Data-Parallel Platform. ICPADS (2017)
Rong Gu, Zhiqiang Liu, Chunfeng Yuan, Yihua Huang
A Time-Cost Based Automatic Scheduling Framework for Matrix Computation on Various Distributed Computing Platforms. IPDPS Workshops (2016)
Jie Li, Hongfei Ji, Rong Gu, Lusong Hou, Zhicheng Zhang, Qiang Wu, Rongrong Lu, Maozhen Li
Explore the Brain Response to Naturalistic and Continuous Music Using EEG Phase Characteristics. ICIC (1) (2016)
Peng Shu, Rong Gu, Qianhao Dong, Chunfeng Yuan, Yihua Huang
Accelerating Big Data Applications on Tiered Storage System with Various Eviction Policies. Trustcom/BigDataSE/ISPA (2016)
Yanpu Yang, Dengkai Chen, Rong Gu, Yu-feng Gu, Suihuai Yu
Consumers' Kansei Needs Clustering Method for Product Emotional Design Based on Numerical Design Structure Matrix and Genetic Algorithms. Comput. Intell. Neurosci. 2016 (2016)
Hongfei Ji, Jie Li, Rongrong Lu, Rong Gu, Lei Cao, Xiaoliang Gong
EEG Classification for Hybrid Brain-Computer Interface Using a Tensor Based Multiclass Multimodal Analysis Scheme. Comput. Intell. Neurosci. 2016 (2016)
Rong Gu, Yun Tang, Qianhao Dong, Zhaokang Wang, Zhiqiang Liu, Shuai Wang, Chunfeng Yuan, Yihua Huang
Unified Programming Model and Software Framework for Big Data Machine Learning and Data Analytics. COMPSAC Workshops (2015)
Rong Gu, Lei Jin, Yongwei Wu, Jingying Qu, Tao Wang, Xiaojun Wang, Chunfeng Yuan, Yihua Huang
Parallel Training GBRT Based on KMeans Histogram Approximation for Big Data. ICA3PP (2) (2015)
Rong Gu, Shanyong Wang, Fangfang Wang, Chunfeng Yuan, Yihua Huang
Cichlid: Efficient Large Scale RDFS/OWL Reasoning with Spark. IPDPS (2015)
Zhaokang Wang, Shiqing Fan, Rong Gu, Chunfeng Yuan, Yihua Huang
iPLAR: Towards Interactive Programming with Parallel Linear Algebra in R. ICA3PP (4) (2015)
Rong Gu, Yun Tang, Zhaokang Wang, Shuai Wang, Xusen Yin, Chunfeng Yuan, Yihua Huang
Efficient large scale distributed matrix computation with spark. IEEE BigData (2015)
Hongjian Qiu, Rong Gu, Chunfeng Yuan, Yihua Huang
YAFIM: A Parallel Frequent Itemset Mining Algorithm with Spark. IPDPS Workshops (2014)
Lei Jin, Zhaokang Wang, Rong Gu, Chunfeng Yuan, Yihua Huang
Training Large Scale Deep Neural Networks on the Intel Xeon Phi Many-Core Coprocessor. IPDPS Workshops (2014)
Jie Li, Hongfei Ji, Lei Cao, Di Zang, Rong Gu, Bin Xia, Qiang Wu
Evaluation and Application of a Hybrid Brain Computer Interface for Real Wheelchair Parallel Control with Multi-Degree of Freedom. Int. J. Neural Syst. 24 (4) (2014)
Rong Gu, Wei Hu, Yihua Huang
Rainbow: A distributed and hierarchical RDF triple store with dynamic scalability. IEEE BigData (2014)
Rong Gu, Xiaoliang Yang, Jinshuang Yan, Yuanhao Sun, Bing Wang, Chunfeng Yuan, Yihua Huang
SHadoop: Improving MapReduce performance by optimizing job execution mechanism in Hadoop clusters. J. Parallel Distributed Comput. 74 (3) (2014)
Wenhui Zhou, Chunfeng Yuan, Rong Gu, Yihua Huang
Large Scale Nearest Neighbors Search Based on Neighborhood Graph. CBD (2013)
Yiyuan Wang, Jie Li, Rongjun Jian, Rong Gu
Channel selection based on amplitude and phase characteristics for P300-based brain-computer interface. BMEI (2013)
Rong Gu, Furao Shen, Yihua Huang
A parallel computing platform for training large scale neural networks. IEEE BigData (2013)
Jie Li, Hongfei Ji, Lei Cao, Rong Gu, Bin Xia, Yanbing Huang
Wheelchair Control Based on Multimodal Brain-Computer Interfaces. ICONIP (1) (2013)
Jinshuang Yan, Xiaoliang Yang, Rong Gu, Chunfeng Yuan, Yihua Huang
Performance Optimization for Short MapReduce Job Execution in Hadoop. CGC (2012)
Zhuo Xu, Jie Li, Rong Gu, Bin Xia
Steady-State Visually Evoked Potential (SSVEP)-Based Brain-Computer Interface (BCI): A Low-Delayed Asynchronous Wheelchair Control System. ICONIP (1) (2012)
Zhenyu Li, Rong Gu, Gaogang Xie
Measuring and enhancing the social connectivity of UGC video systems: A case study of YouKu. IWQoS (2011)
Rong Gu, Hongyun Zhang
The Application of Improved Immunogenetic Algorithm in Signal Timing. IJCBS (2009)
Meng Xu, Rong Gu, Xiaoxuan Zheng, Manlin Zhang
A Personalized Educational System Based on the Fabric of Knowledge. ETT (2009)
Rong Gu, Miaoliang Zhu, Liying Zhao, Ningning Zhang
Interest mining in virtual learning environments. Online Inf. Rev. 32 (2) (2008)
Yonggu Wang, Xiaojuan Li, Rong Gu
Web-Based Adaptive Collaborative Learning Environment Designing. ICWL (2004)