Frog: Asynchronous Graph Processing on GPU with Hybrid Coloring Model. - Xuanhua Shi; Xuan Luo; Junling Liang; Peng Zhao; Sheng Di; Bingsheng He; Hai Jin 001 (IEEE Trans. Knowl. Data Eng., 2018)

FBSGraph: Accelerating Asynchronous Graph Processing via Forward and Backward Sweeping. - Yu Zhang 027; Xiaofei Liao; Hai Jin 001; Lin Gu 002; Bing Bing Zhou (IEEE Trans. Knowl. Data Eng., 2018)

A Practical Byzantine-Based Approach for Faulty Switch Tolerance in Software-Defined Networks. - Bin Yuan; Hai Jin 001; Deqing Zou; Laurence Tianruo Yang; Shui Yu 001 (IEEE Trans. Netw. Serv. Manag., 2018)

Deca: A Garbage Collection Optimizer for In-Memory Data Processing. - Xuanhua Shi; Zhixiang Ke; Yongluan Zhou; Hai Jin 001; Lu Lu 006; Xiong Zhang; Ligang He; Zhenyu Hu; Fei Wang (ACM Trans. Comput. Syst., 2018)

Stable Local Broadcast in Multihop Wireless Networks Under SINR. - Dongxiao Yu; Yifei Zou; Jiguo Yu; Xiuzhen Cheng 001; Qiang-Sheng Hua; Hai Jin 001; Francis C. M. Lau 001 (IEEE/ACM Trans. Netw., 2018)

Core Maintenance in Dynamic Graphs: A Parallel Approach Based on Matching. - Hai Jin 001; Na Wang; Dongxiao Yu; Qiang-Sheng Hua; Xuanhua Shi; Xia Xie (IEEE Trans. Parallel Distributed Syst., 2018)

Scalable Data Race Detection for Lock-Intensive Programs with Pending Period Representation. - Xiaofei Liao; Minhao Lin; Long Zheng 003; Hai Jin 001; Zhiyuan Shao (IEEE Trans. Parallel Distributed Syst., 2018)

Dynamic Resource Scheduling in Mobile Edge Cloud with Cloud Radio Access Network. - Xinhou Wang; Kezhi Wang; Song Wu 001; Sheng Di; Hai Jin 001; Kun Yang 001; Shumao Ou (IEEE Trans. Parallel Distributed Syst., 2018)

Efficient Disk-Based Directed Graph Processing: A Strongly Connected Component Approach. - Yu Zhang 027; Xiaofei Liao; Xiang Shi; Hai Jin 001; Bingsheng He (IEEE Trans. Parallel Distributed Syst., 2018)

Efficient Keyword Searching in Large-Scale Social Network Service. - Hanhua Chen; Hai Jin 001 (IEEE Trans. Serv. Comput., 2018)

A Hybrid CPU-GPU Multifrontal Optimizing Method in Sparse Cholesky Factorization. - Yong Chen 004; Hai Jin 001; Ran Zheng; Yuandong Liu; Wei Wang 088 (J. Signal Process. Syst., 2018)

Column Stores. - Pingpeng Yuan; Hai Jin 001 (Encyclopedia of Database Systems (2nd ed.), 2018)

SySeVR: A Framework for Using Deep Learning to Detect Software Vulnerabilities. - Zhen Li 027; Deqing Zou; Shouhuai Xu; Hai Jin 001; Yawei Zhu; Zhaoxuan Chen; Sujuan Wang; Jialai Wang (IEEE DataPort, 2018)

Blockchain-Based Smart Contract Access Control System. - Weiqi Dai; Chenlong Wang; Changze Cui; Hai Jin 001; Xinqiao Lv (APCC, 2019)

DiGraph: An Efficient Path-based Iterative Directed Graph Processing System on Multiple GPUs. - Yu Zhang 027; Xiaofei Liao; Hai Jin 001; Bingsheng He; Haikun Liu; Lin Gu 002 (ASPLOS, 2019)

Predicting Friendship Using a Unified Probability Model. - Zhijuan Kou; Hua Wang; Pingpeng Yuan; Hai Jin 001; Xia Xie (Big Data (CCF), 2019)

A Novel Stochastic Gradient Descent Algorithm Based on Grouping over Heterogeneous Cluster Systems for Distributed Deep Learning. - Wenbin Jiang 001; Geyan Ye; Laurence T. Yang; Jian Zhu; Yang Ma; Xia Xie; Hai Jin 001 (CCGRID, 2019)

Reasoning Based Workload Performance Prediction in Cloud Data Centers. - Adeel Aslam; Hanhua Chen; Jiang Xiao; Hai Jin 001 (CloudCom, 2019)

Modeling Distributed Stream Processing Systems Under Heavy Workload. - Muhammad Mudassar Qureshi; Hanhua Chen; Hai Jin 001 (CW, 2019)

Fast Maximal Clique Enumeration for Real-World Graphs. - Yinuo Li; Zhiyuan Shao; Dongxiao Yu; Xiaofei Liao; Hai Jin 001 (DASFAA (1), 2019)

RAGra: Leveraging Monolithic 3D ReRAM for Massively-Parallel Graph Processing. - Yu Huang 013; Long Zheng 003; Xiaofei Liao; Hai Jin 001; Pengcheng Yao; Chuangyi Gui (DATE, 2019)

Improving Performance of Graph Processing on FPGA-DRAM Platform by Two-level Vertex Caching. - Zhiyuan Shao; Ruoshi Li; Diqing Hu; Xiaofei Liao; Hai Jin 001 (FPGA, 2019)

CNTC: A Container Aware Network Traffic Control Framework. - Lin Gu 002; Junjian Guan; Song Wu 001; Hai Jin 001; Jia Rao; Kun Suo; Deze Zeng (GPC, 2019)

BlockP2P: Enabling Fast Blockchain Broadcast with Scalable Peer-to-Peer Network Topology. - Weifeng Hao; Jiajie Zeng; Xiaohai Dai; Jiang Xiao; Qiang-Sheng Hua; Hanhua Chen; Kuan-Ching Li; Hai Jin 001 (GPC, 2019)

AutoCVSS: An Approach for Automatic Assessment of Vulnerability Severity Based on Attack Process. - Deqing Zou; Ju Yang; Zhen Li 027; Hai Jin 001; Xiaojing Ma 002 (GPC, 2019)

Partitioning Large-Scale Property Graph for Efficient Distributed Query Processing. - Haohan Pang; Peng Gan; Pingpeng Yuan; Hai Jin 001; Qiang-Sheng Hua (HPCC/SmartCity/DSS, 2019)

Failure Order: A Missing Piece in Disk Failure Processing of Data Centers. - Yusheng Yi; Jiang Xiao; Song Wu 001; Huichuwu Li; Hai Jin 001 (HPCC/SmartCity/DSS, 2019)

Adaptive Resource Views for Containers. - Hang Huang; Jia Rao; Song Wu 001; Hai Jin 001; Kun Suo; Xiaofeng Wu 002 (HPDC, 2019)

Preemptive Multi-Queue Fair Queuing. - Yong Zhao; Kun Suo; Xiaofeng Wu 002; Jia Rao; Song Wu 001; Hai Jin 001 (HPDC, 2019)

Fast Triangle Counting on GPU. - Chuangyi Gui; Long Zheng 003; Pengcheng Yao; Xiaofei Liao; Hai Jin 001 (HPEC, 2019)

Reasoning Based Virtual Machine Mapping Toward Physical Machine. - Adeel Aslam; Hanhua Chen; Jiang Xiao; Song Wu 001; Hai Jin 001 (HCC, 2019)

An Improved CNN-Based Pneumoconiosis Diagnosis Method on X-ray Chest Film. - Ran Zheng; Kui Deng; Hai Jin 001; Haikun Liu; Lanlan Zhang (HCC, 2019)

Differential Privacy Preservation for Smart Meter Systems. - Junfang Wu; Weizhong Qiang; Tianqing Zhu; Hai Jin 001; Peng Xu 003; Sheng Shen 005 (ICA3PP (1), 2019)

3D Dense Dilated Hierarchical Architecture for Brain Tumor Segmentation. - Parvez Ahmad; Hai Jin 001; Saqib Qamar; Ran Zheng; Wenbin Jiang 001; Belal Ahmad; Mohd Usama (ICBDC, 2019)

HiNUMA: NUMA-Aware Data Placement and Migration in Hybrid Memory Systems. - Zhuohui Duan; Haikun Liu; Xiaofei Liao; Hai Jin 001; Wenbin Jiang 001; Yu Zhang 027 (ICCD, 2019)

When FPGA-Accelerator Meets Stream Data Processing in the Edge. - Song Wu 001; Die Hu; Shadi Ibrahim; Hai Jin 001; Jiang Xiao; Fei Chen; Haikun Liu (ICDCS, 2019)

Deep Reinforcement Learning Based VNF Management in Geo-distributed Edge Computing. - Lin Gu 002; Deze Zeng; Wei Li 058; Song Guo 001; Albert Y. Zomaya; Hai Jin 001 (ICDCS, 2019)

Jidar: A Jigsaw-like Data Reduction Approach Without Trust Assumptions for Bitcoin System. - Xiaohai Dai; Jiang Xiao; Wenhui Yang; Chaofan Wang; Hai Jin 001 (ICDCS, 2019)

The Power of Better Choice: Reducing Relocations in Cuckoo Filter. - Feiyue Wang 003; Hanhua Chen; Liangyi Liao; Fan Zhang 024; Hai Jin 001 (ICDCS, 2019)

Big RDF Data Storage, Computation, and Analysis: A Strawman's Arguments. - Pingpeng Yuan; Longlong Lin; Zhijuan Kou; Ling Liu 001; Hai Jin 001 (ICDCS, 2019)

Simois: A Scalable Distributed Stream Join System with Skewed Workloads. - Fan Zhang 024; Hanhua Chen; Hai Jin 001 (ICDCS, 2019)

Graph-Based Optimal Data Caching in Edge Computing. - Xiaoyu Xia 001; Feifei Chen 001; Qiang He 001; Guangming Cui; Phu Lai; Mohamed Abdelrazek 001; John C. Grundy; Hai Jin 001 (ICSOC, 2019)

A Concurrent Optimization Consensus System Based on Blockchain. - Weiqi Dai; Deshan Xiao; Hai Jin 001; Xia Xie (ICT, 2019)

NCQ-Aware I/O Scheduling for Conventional Solid State Drives. - Hao Fan 006; Song Wu 001; Shadi Ibrahim; Ximing Chen; Hai Jin 001; Jiang Xiao; Haibing Guan (IPDPS, 2019)

FastJoin: A Skewness-Aware Distributed Stream Join System. - Shunjie Zhou; Fan Zhang 024; Hanhua Chen; Hai Jin 001; Bing Bing Zhou (IPDPS, 2019)

Fine-grained warm water cooling for improving datacenter economy. - Weixiang Jiang; Ziyang Jia; Sirui Feng; Fangming Liu; Hai Jin 001 (ISCA, 2019)

MalScan: Fast Market-Wide Mobile Malware Scanning by Social-Network Centrality Analysis. - Yueming Wu 001; Xiaodi Li 002; Deqing Zou; Wei Yang 013; Xin Zhang; Hai Jin 001 (ASE, 2019)

FLoc: Fingerprint-Based Indoor Localization System under a Federated Learning Updating Framework. - Yuxiang Liu; Huichuwu Li; Jiang Xiao; Hai Jin 001 (MSN, 2019)

BookChain: Library-Free Book Sharing Based on Blockchain Technology. - Jiajie Zeng; Xiaohai Dai; Jiang Xiao; Wenhui Yang; Weifeng Hao; Hai Jin 001 (MSN, 2019)

FastBuild: Accelerating Docker Image Building for Efficient Development and Deployment of Container. - Zhuo Huang; Song Wu 001; Song Jiang 001; Hai Jin 001 (MSST, 2019)

N-Docker: A NVM-HDD Hybrid Docker Storage Framework to Improve Docker Performance. - Lin Gu 002; Qizhi Tang; Song Wu 001; Hai Jin 001; Yingxi Zhang; Guoqiang Shi; Tingyu Lin 001; Jia Rao (NPC, 2019)

High Performance DDoS Attack Detection System Based on Distribution Statistics. - Xia Xie; Jinpeng Li; Xiaoyang Hu; Hai Jin 001; Hanhua Chen; Xiaojing Ma 002; Hong Huang 001 (NPC, 2019)

TPLP: Two-Phase Selection Link Prediction for Vertex in Graph Streams. - Yang Xiao; Hong Huang 001; Feng Zhao 003; Hai Jin 001 (PAKDD (2), 2019)

GraphM: an efficient storage system for high throughput of concurrent graph processing. - Jin Zhao 003; Yu Zhang 027; Xiaofei Liao; Ligang He; Bingsheng He; Hai Jin 001; Haikun Liu; Yicheng Chen (SC, 2019)

ComQA: Question Answering Over Knowledge Base via Semantic Matching. - Hai Jin 001; Yi Luo; Chenjing Gao; Xunzhu Tang; Pingpeng Yuan (IEEE Access, 2019)

A Comparative Study of Deep Learning-Based Vulnerability Detection System. - Zhen Li 027; Deqing Zou; Jing Tang; Zhihao Zhang; Mingqian Sun; Hai Jin 001 (IEEE Access, 2019)

Echo: An Edge-Centric Code Offloading System With Quality of Service Guarantee. - Li Lin 001; Peng Li 017; Xiaofei Liao; Hai Jin 001; Yu Zhang 027 (IEEE Access, 2019)

NGraph: Parallel Graph Processing in Hybrid Memory Systems. - Wei Liu 004; Haikun Liu; Xiaofei Liao; Hai Jin 001; Yu Zhang 027 (IEEE Access, 2019)

Mpchecker: Use-After-Free Vulnerabilities Protection Based on Multi-Level Pointers. - Weizhong Qiang; Weifeng Li; Hai Jin 001; Jayachander Surbiryala (IEEE Access, 2019)

Software-defined QoS for I/O in exascale computing. - Yusheng Hua; Xuanhua Shi; Hai Jin 001; Wei Liu 004; Yan Jiang; Yong Chen 001; Ligang He (CCF Trans. High Perform. Comput., 2019)

Efficient subgraph search on large anonymized graphs. - Xiaofeng Ding 001; Yangling Ou; Jianhong Jia; Hai Jin 001; Jixue Liu (Concurr. Comput. Pract. Exp., 2019)

A Manifesto for Future Generation Cloud Computing: Research Directions for the Next Decade. - Rajkumar Buyya; Satish Narayana Srirama; Giuliano Casale; Rodrigo N. Calheiros; Yogesh Simmhan; Blesson Varghese; Erol Gelenbe; Bahman Javadi; Luis Miguel Vaquero; Marco A. S. Netto; Adel Nadjaran Toosi; Maria Alejandra Rodriguez; et al. (ACM Comput. Surv., 2019)

FunctionFlow: coordinating parallel tasks. - Xuepeng Fan; Xiaofei Liao; Hai Jin 001 (Frontiers Comput. Sci., 2019)

An effective framework for asynchronous incremental graph processing. - Xinqiao Lv; Wei Xiao; Yu Zhang 027; Xiaofei Liao; Hai Jin 001; Qiang-Sheng Hua (Frontiers Comput. Sci., 2019)

SDBPR: Social distance-aware Bayesian personalized ranking for recommendation. - Feng Zhao 003; Yu Shen; Xiangyu Gui; Hai Jin 001 (Future Gener. Comput. Syst., 2019)

Evaluation model for business sites planning based on online and offline datasets. - Jun Chen; Chen Yu 003; Hai Jin 001 (Future Gener. Comput. Syst., 2019)

Energy efficient task allocation and energy scheduling in green energy powered edge computing. - Lin Gu 002; Jingjing Cai; Deze Zeng; Yu Zhang 027; Hai Jin 001; Weiqi Dai (Future Gener. Comput. Syst., 2019)

An adaptive multi-level caching strategy for Distributed Database System. - Feng Lu 003; Ziqian Shi; Lin Gu 002; Hai Jin 001; Laurence Tianruo Yang (Future Gener. Comput. Syst., 2019)

BlockGraphChi: Enabling Block Update in Out-of-Core Graph Processing. - Zhiyuan Shao; Zhenjie Mei; Xiaofeng Ding 001; Hai Jin 001 (Int. J. Parallel Program., 2019)

Guest Editorial: Special Issue on Network and Parallel Computing for Emerging Architectures and Applications. - Feng Zhang 007; Jidong Zhai; Marc Snir; Hai Jin 001; Hironori Kasahara; Mateo Valero (Int. J. Parallel Program., 2019)

A Multigranularity Forensics and Analysis Method on Privacy Leakage in Cloud Environment. - Deqing Zou; Jian Zhao 012; Weiming Li; Yueming Wu 001; Weizhong Qiang; Hai Jin 001; Ye Wu; Yifei Yang (IEEE Internet Things J., 2019)

Privacy preserving similarity joins using MapReduce. - Xiaofeng Ding 001; Wanlu Yang; Kim-Kwang Raymond Choo; Xiaoli Wang 002; Hai Jin 001 (Inf. Sci., 2019)

A Survey on Graph Processing Accelerators: Challenges and Opportunities. - Chuangyi Gui; Long Zheng 003; Bingsheng He; Cheng Liu 008; Xinyu Chen 001; Xiaofei Liao; Hai Jin 001 (J. Comput. Sci. Technol., 2019)

Fairness-Aware Dynamic Rate Control and Flow Scheduling for Network Utility Maximization in Network Service Chain. - Lin Gu 002; Deze Zeng; Sheng Tao; Song Guo 001; Hai Jin 001; Albert Y. Zomaya; Weihua Zhuang (IEEE J. Sel. Areas Commun., 2019)

Multi stream 3D hyper-densely connected network for multi modality isointense infant brain MRI segmentation. - Saqib Qamar; Hai Jin 001; Ran Zheng; Parvez Ahmad (Multim. Tools Appl., 2019)

VAIL: A Victim-Aware Cache Policy to improve NVM Lifetime for hybrid memory system. - Fang Zhou; Song Wu 001; Youchuang Jia; Xiang Gao; Hai Jin 001; Xiaofei Liao; Pingpeng Yuan (Parallel Comput., 2019)

Computation Offloading Toward Edge Computing. - Li Lin 001; Xiaofei Liao; Hai Jin 001; Peng Li 017 (Proc. IEEE, 2019)

Enhancing application performance via DAG-driven scheduling in task parallelism for cloud center. - Chenxi Li; Xiaofei Liao; Hai Jin 001 (Peer-to-Peer Netw. Appl., 2019)

Supporting Superpages and Lightweight Page Migration in Hybrid Memory Systems. - Xiaoyuan Wang; Haikun Liu; Xiaofei Liao; Ji Chen; Hai Jin 001; Yu Zhang 027; Long Zheng 003; Bingsheng He; Song Jiang 001 (ACM Trans. Archit. Code Optim., 2019)

Dual-Page Checkpointing: An Architectural Approach to Efficient Data Persistence for In-Memory Applications. - Song Wu 001; Fang Zhou; Xiang Gao; Hai Jin 001; Jinglei Ren (ACM Trans. Archit. Code Optim., 2019)

Efficient Recommendation of De-Identification Policies Using MapReduce. - Xiaofeng Ding 001; Li Wang; Zhiyuan Shao; Hai Jin 001 (IEEE Trans. Big Data, 2019)

Towards Declarative and Data-Centric Virtual Machine Image Management in IaaS Clouds. - Haikun Liu; Bingsheng He; Xiaofei Liao; Hai Jin 001 (IEEE Trans. Cloud Comput., 2019)

Using Crowdsourcing to Provide QoS for Mobile Cloud Computing. - Dezhong Yao 002; Chen Yu 003; Laurence T. Yang; Hai Jin 001 (IEEE Trans. Cloud Comput., 2019)

Privacy-Preserving Multi-Keyword Top-$k$ k Similarity Search Over Encrypted Data. - Xiaofeng Ding 001; Peng Liu; Hai Jin 001 (IEEE Trans. Dependable Secur. Comput., 2019)

A domain-divided configurable security model for cloud computing-based telecommunication services. - Jinan Shen; Deqing Zou; Hai Jin 001; Bin Yuan; Weiqi Dai (J. Supercomput., 2019)

VMBKS: a shared memory cache system based on booting kernel in cloud. - Xiang Shi; Xiaofei Liao; Dayang Zheng; Hai Jin 001; Haikun Liu (J. Supercomput., 2019)

CGraph: A Distributed Storage and Processing System for Concurrent Iterative Graph Analysis Jobs. - Yu Zhang 027; Jin Zhao 003; Xiaofei Liao; Hai Jin 001; Lin Gu 002; Haikun Liu; Bingsheng He; Ligang He (ACM Trans. Storage, 2019)

Quasi-Streaming Graph Partitioning: A Game Theoretical Approach. - Qiang-Sheng Hua; Yangyang Li; Dongxiao Yu; Hai Jin 001 (IEEE Trans. Parallel Distributed Syst., 2019)

Towards Low-Latency Batched Stream Processing by Pre-Scheduling. - Hai Jin 001; Fei Chen; Song Wu 001; Yin Yao; Zhiyi Liu; Lin Gu 002; Yongluan Zhou (IEEE Trans. Parallel Distributed Syst., 2019)

Efficient Time-Evolving Stream Processing at Scale. - Xiaofei Liao; Yu Huang 013; Long Zheng 003; Hai Jin 001 (IEEE Trans. Parallel Distributed Syst., 2019)

Piggyback Game: Efficient Event Stream Dissemination in Online Social Network Systems. - Fan Zhang 024; Hanhua Chen; Hai Jin 001 (IEEE Trans. Parallel Distributed Syst., 2019)

Defending Against Flow Table Overloading Attack in Software-Defined Networks. - Bin Yuan; Deqing Zou; Shui Yu 001; Hai Jin 001; Weizhong Qiang; Jinan Shen (IEEE Trans. Serv. Comput., 2019)

Parallel computation of hierarchical closeness centrality and applications. - Hai Jin 001; Chen Qian; Dongxiao Yu; Qiang-Sheng Hua; Xuanhua Shi; Xia Xie (World Wide Web, 2019)

Optimal Application Deployment in Mobile Edge Computing Environment. - Feifei Chen 001; Jingwen Zhou; Xiaoyu Xia 001; Hai Jin 001; Qiang He 001 (CLOUD, 2020)

Sledge: Towards Efficient Live Migration of Docker Containers. - Bo Xu; Song Wu 001; Jiang Xiao; Hai Jin 001; Yingxi Zhang; Guoqiang Shi; Tingyu Lin 001; Jia Rao; Li Yi; Jizhong Jiang (CLOUD, 2020)

Optimal Margin Distribution Learning in Dynamic Environments. - Teng Zhang 001; Peng Zhao; Hai Jin 001 (AAAI, 2020)

Hylo: Hybrid Layer-Based Optimization to Reduce Communication in Distributed Deep Learning. - Wenbin Jiang 001; Jing Peng; Pai Liu; Hai Jin 001 (APWeb/WAIM (1), 2020)

EPUR: An Efficient Parallel Update System over Large-Scale RDF Data. - Xiang Kang; Pingpeng Yuan; Hai Jin 001 (APWeb/WAIM (1), 2020)

Capuchin: Tensor-based GPU Memory Management for Deep Learning. - Xuan Peng; Xuanhua Shi; Hulin Dai; Hai Jin 001; Weiliang Ma; Qian Xiong; Fan Yang 024; Xuehai Qian (ASPLOS, 2020)

Klotski: Efficient Obfuscated Execution against Controlled-Channel Attacks. - Pan Zhang; Chengyu Song; Heng Yin 001; Deqing Zou; Elaine Shi; Hai Jin 001 (ASPLOS, 2020)

Optimal Margin Distribution Machine with Sparsity Inducing Penalty. - Teng Zhang 001; Hai Jin 001 (BigComp, 2020)

Robustness-oriented k Edge Server Placement. - Guangming Cui; Qiang He 001; Xiaoyu Xia 001; Feifei Chen 001; Hai Jin 001; Yun Yang 001 (CCGRID, 2020)

ByteSeries: an in-memory time series database for large-scale monitoring systems. - Xuanhua Shi; Zezhao Feng; Kaixi Li; Yongluan Zhou; Hai Jin 001; Yan Jiang; Bingsheng He; Zhijun Ling; Xin Li (SoCC, 2020)

Modeling Heterogeneous Edges to Represent Networks with Graph Auto-Encoder. - Lu Wang 002; Yu Song 005; Hong Huang 001; Fanghua Ye 001; Xuanhua Shi; Hai Jin 001 (DASFAA (2), 2020)

Efficient Hardware-Assisted Crash Consistency in Encrypted Persistent Memory. - Zhan Zhang 003; Jianhui Yue; Xiaofei Liao; Hai Jin 001 (DATE, 2020)

An Efficient Data Prefetch Strategy for Deep Learning Based on Non-volatile Memory. - Wenbin Jiang 001; Pai Liu; Hai Jin 001; Jing Peng (GPC, 2020)

GradSA: Gradient Sparsification and Accumulation for Communication-Efficient Distributed Deep Learning. - Bo Liu 057; Wenbin Jiang 001; Shaofeng Zhao; Hai Jin 001; Bingsheng He (GPC, 2020)

BED: A Block-Level Deduplication-Based Container Deployment Framework. - Shiqiang Zhang; Song Wu 001; Hao Fan 006; Deqing Zou; Hai Jin 001 (GPC, 2020)

Cache/Memory Coordinated Fair Scheduling for Hybrid Memory Systems. - Di Chen; Haikun Liu; Hai Jin 001; Xiaofei Liao (HP3C, 2020)

LVQ: A Lightweight Verifiable Query Approach for Transaction History in Bitcoin. - Xiaohai Dai; Jiang Xiao; Wenhui Yang; Chaofan Wang; Jian Chang; Rui Han; Hai Jin 001 (ICDCS, 2020)

Maxson: Reduce Duplicate Parsing Overhead on Raw Data. - Xuanhua Shi; Yipeng Zhang; Hong Huang 001; Zhenyu Hu; Hai Jin 001; Huan Shen; Yongluan Zhou; Bingsheng He; Ruibo Li; Keyong Zhou (ICDE, 2020)

Budgeted Data Caching based on k-Median in Mobile Edge Computing. - Xiaoyu Xia 001; Feifei Chen 001; Guangming Cui; Mohamed Almorsy Abdelrazek; John Grundy 001; Hai Jin 001; Qiang He 001 (ICWS, 2020)

Superpage-Friendly Page Table Design for Hybrid Memory Systems. - Xiaoyuan Wang; Haikun Liu; Xiaofei Liao; Hai Jin 001 (ICPCSEE (1), 2020)

Motif-Preserving Temporal Network Embedding. - Hong Huang 001; Zixuan Fang; Xiao Wang 017; Youshan Miao; Hai Jin 001 (IJCAI, 2020)

Optimal Margin Distribution Machine for Multi-Instance Learning. - Teng Zhang 001; Hai Jin 001 (IJCAI, 2020)

Spara: An Energy-Efficient ReRAM-Based Accelerator for Sparse Graph Analytics Applications. - Long Zheng 003; Jieshan Zhao; Yu Huang 013; Qinggang Wang; Zhen Zeng; Jingling Xue; Xiaofei Liao; Hai Jin 001 (IPDPS, 2020)

A Heterogeneous PIM Hardware-Software Co-Design for Energy-Efficient Graph Processing. - Yu Huang 013; Long Zheng 003; Pengcheng Yao; Jieshan Zhao; Xiaofei Liao; Hai Jin 001; Jingling Xue (IPDPS, 2020)

Towards Lightweight Serverless Computing via Unikernel as a Function. - Bo Tan; Haikun Liu; Jia Rao; Xiaofei Liao; Hai Jin 001; Yu Zhang 027 (IWQoS, 2020)

Automated Patch Correctness Assessment: How Far are We? - Shangwen Wang; Ming Wen 001; Bo Lin; Hongjun Wu; Yihao Qin; Deqing Zou; Xiaoguang Mao; Hai Jin 001 (ASE, 2020)

SCDetector: Software Functional Clone Detection Based on Semantic Tokens Analysis. - Yueming Wu 001; Deqing Zou; Shihan Dou; Siru Yang; Wei Yang 013; Feng Cheng; Hong Liang; Hai Jin 001 (ASE, 2020)

Information Diffusion Prediction with Personalized Graph Neural Networks. - Yao Wu; Hong Huang 001; Hai Jin 001 (KSEM (2), 2020)

A Locality-Aware Energy-Efficient Accelerator for Graph Mining Applications. - Pengcheng Yao; Long Zheng 003; Zhen Zeng; Yu Huang 013; Chuangyi Gui; Xiaofei Liao; Hai Jin 001; Jingling Xue (MICRO, 2020)

Combined 3D CNN for Brain Tumor Segmentation. - Parvez Ahmad; Hai Jin 001; Saqib Qamar; Ran Zheng; Wenbin Jiang 001 (MIPR, 2020)

The Entry-Extensible Cuckoo Filter. - Shuiying Yu; Sijie Wu; Hanhua Chen; Hai Jin 001 (NPC, 2020)

Pensieve: Skewness-Aware Version Switching for Efficient Graph Processing. - Tangwei Ying; Hanhua Chen; Hai Jin 001 (SIGMOD Conference, 2020)

Scaph: Scalable GPU-Accelerated Graph Processing with Value-Driven Differential Scheduling. - Long Zheng 003; Xianliang Li; Yaohui Zheng; Yu Huang 013; Xiaofei Liao; Hai Jin 001; Jingling Xue; Zhiyuan Shao; Qiang-Sheng Hua (USENIX ATC, 2020)

Shattered Chain of Trust: Understanding Security Risks in Cross-Cloud IoT Access Delegation. - Bin Yuan; Yan Jia; Luyi Xing; Dongfang Zhao 010; XiaoFeng Wang 001; Deqing Zou; Hai Jin 001; Yuqing Zhang 001 (USENIX Security Symposium, 2020)

Communication-Efficient and Privacy-Preserving Protocol for Computing Over-Threshold Set-Union. - Xuhui Gong; Qiang-Sheng Hua; Hai Jin 001 (WASA (1), 2020)

HotDAG: Hybrid Consensus via Sharding in the Permissionless Model. - Chun-Xuan Zhou; Qiang-Sheng Hua; Hai Jin 001 (WASA (1), 2020)

ATCS: Auto-Tuning Configurations of Big Data Frameworks Based on Generative Adversarial Nets. - Mingyu Li; Zhiqiang Liu; Xuanhua Shi; Hai Jin 001 (IEEE Access, 2020)

ReGra: Accelerating Graph Traversal Applications Using ReRAM With Lower Communication Cost. - Haoqiang Liu; Qiang-Sheng Hua; Hai Jin 001; Long Zheng 003 (IEEE Access, 2020)

Secure Data Sharing and Search for Cloud-Edge-Collaborative Storage. - Ye Tao 009; Peng Xu 003; Hai Jin 001 (IEEE Access, 2020)

TLB Coalescing for Multi-Grained Page Migration in Hybrid Memory Systems. - Xiaoyuan Wang; Haikun Liu; Xiaofei Liao; Hai Jin 001; Yu Zhang 027 (IEEE Access, 2020)

IPC: Resource and network cost-aware distributed stream scheduling on skewed streams. - Muhammad Mudassar Qureshi; Hanhua Chen; Fan Zhang 024; Hai Jin 001 (Adv. Eng. Informatics, 2020)

Effective runtime scheduling for high-performance graph processing on heterogeneous dataflow architecture. - Qingxiang Chen; Long Zheng 003; Xiaofei Liao; Hai Jin 001; Qinggang Wang (CCF Trans. High Perform. Comput., 2020)

Structure-augmented knowledge graph embedding for sparse data with rule learning. - Feng Zhao 003; Haoran Sun; Langjunqing Jin; Hai Jin 001 (Comput. Commun., 2020)

Static detection of real-world buffer overflow induced by loop. - Peng Luo; Deqing Zou; Yajuan Du; Hai Jin 001; Changming Liu; Jinan Shen (Comput. Secur., 2020)

Special Issue: Graph Computing. - Hai Jin 001; Xipeng Shen; Róbert Lovas; Xiaofei Liao (Concurr. Comput. Pract. Exp., 2020)

Dynamic cluster strategy for hierarchical rollback-recovery protocols in MPI HPC applications. - Xiaofei Liao; Long Zheng 003; Binsheng Zhang; Yu Zhang 027; Hai Jin 001; Xuanhua Shi; Yi Lin (Concurr. Comput. Pract. Exp., 2020)

μVulDeePecker: A Deep Learning-Based System for Multiclass Vulnerability Detection. - Deqing Zou; Sujuan Wang; Shouhuai Xu; Zhen Li 027; Hai Jin 001 (CoRR, 2020)

A Survey of Non-Volatile Main Memory Technologies: State-of-the-Arts, Practices, and Future Directions. - Haikun Liu; Di Chen; Hai Jin 001; Xiaofei Liao; Bingsheng He; Kan Hu; Yu Zhang 027 (CoRR, 2020)

Optimizing Memory Performance of Xilinx FPGAs under Vitis. - Ruoshi Li; Hongjing Huang; Zeke Wang; Zhiyuan Shao; Xiaofei Liao; Hai Jin 001 (CoRR, 2020)

NaturalCC: A Toolkit to Naturalize the Source Code Corpus. - Yao Wan 001; Yang He; Jianguo Zhang 005; Yulei Sui; Hai Jin 001; Guandong Xu; Caiming Xiong; Philip S. Yu (CoRR, 2020)

A parameter-level parallel optimization algorithm for large-scale spatio-temporal data mining. - Zhiqiang Liu; Xuanhua Shi; Ligang He; Dongxiao Yu; Hai Jin 001; Chen Yu 003; Hulin Dai; Zezhao Feng (Distributed Parallel Databases, 2020)

Efficient FPGA-based graph processing with hybrid pull-push computational model. - Chengbo Yang; Long Zheng 003; Chuangyi Gui; Hai Jin 001 (Frontiers Comput. Sci., 2020)

Exploiting potential of deep neural networks by layer-wise fine-grained parallelism. - Wenbin Jiang 001; Yangsong Zhang; Pai Liu; Jing Peng; Laurence T. Yang; Geyan Ye; Hai Jin 001 (Future Gener. Comput. Syst., 2020)

Energy-efficient traffic offloading for mobile users in two-tier heterogeneous wireless networks. - Feng Lu 003; Jingru Hu; Laurence Tianruo Yang; Zaiyang Tang; Peng Li 017; Ziqian Shi; Hai Jin 001 (Future Gener. Comput. Syst., 2020)

A variant form of 3D-UNet for infant brain segmentation. - Saqib Qamar; Hai Jin 001; Ran Zheng; Parvez Ahmad; Mohd Usama (Future Gener. Comput. Syst., 2020)

Graph-based data caching optimization for edge computing. - Xiaoyu Xia 001; Feifei Chen 001; Qiang He 001; Guangming Cui; Phu Lai; Mohamed Almorsy Abdelrazek; John C. Grundy; Hai Jin 001 (Future Gener. Comput. Syst., 2020)

A novel text mining approach for scholar information extraction from web content in Chinese. - Xia Xie; Yu Fu; Hai Jin 001; Yaliang Zhao; Wenzhi Cao (Future Gener. Comput. Syst., 2020)

HostWatcher: Protecting hosts in cloud data centers through software-defined networking. - Bin Yuan; Deqing Zou; Hai Jin 001; Shui Yu 001; Laurence T. Yang (Future Gener. Comput. Syst., 2020)

Secure Data Transportation With Software-Defined Networking and k-n Secret Sharing for High-Confidence IoT Services. - Bin Yuan; Chen Lin 006; Huan Zhao; Deqing Zou; Laurence Tianruo Yang; Hai Jin 001; Chunming Rong (IEEE Internet Things J., 2020)

Differentially private publication of streaming trajectory data. - Xiaofeng Ding 001; Wenxiang Zhou; Shujun Sheng; Zhifeng Bao; Kim-Kwang Raymond Choo; Hai Jin 001 (Inf. Sci., 2020)

Mildip: An energy efficient code offloading framework in mobile cloudlets. - Feng Lu 003; Lin Gu 002; Laurence Tianruo Yang; Liwen Shao; Hai Jin 001 (Inf. Sci., 2020)

FSFC: An input filter-based secure framework for smart contract. - Zeli Wang; Weiqi Dai; Kim-Kwang Raymond Choo; Hai Jin 001; Deqing Zou (J. Netw. Comput. Appl., 2020)

Intelligent VNF Orchestration and Flow Scheduling via Model-Assisted Deep Reinforcement Learning. - Lin Gu 002; Deze Zeng; Wei Li 058; Song Guo 001; Albert Y. Zomaya; Hai Jin 001 (IEEE J. Sel. Areas Commun., 2020)

Optimizing non-coalesced memory access for irregular applications with GPU computing. - Ran Zheng; Yuan-dong Liu; Hai Jin 001 (Frontiers Inf. Technol. Electron. Eng., 2020)

FlexNFV: Flexible Network Service Chaining with Dynamic Scaling. - Xincai Fei; Fangming Liu; Hai Jin 001; Bo Li 001 (IEEE Netw., 2020)

Shadow-Chain: A Decentralized Storage System for Log Data. - Feng Lu 003; Wei Li 058; Hai Jin 001; Lu Gan; Albert Y. Zomaya (IEEE Netw., 2020)

Layup: Layer-adaptive and Multi-type Intermediate-oriented Memory Optimization for GPU-based CNNs. - Wenbin Jiang 001; Yang Ma; Bo Liu 057; Haikun Liu; Bing Bing Zhou; Jian Zhu; Song Wu 001; Hai Jin 001 (ACM Trans. Archit. Code Optim., 2020)

Optimizing the SSD Burst Buffer by Traffic Detection. - Xuanhua Shi; Wei Liu 004; Ligang He; Hai Jin 001; Ming Li; Yong Chen 001 (ACM Trans. Archit. Code Optim., 2020)

A Conflict-free Scheduler for High-performance Graph Processing on Multi-pipeline FPGAs. - Qinggang Wang; Long Zheng 003; Jieshan Zhao; Xiaofei Liao; Hai Jin 001; Jingling Xue (ACM Trans. Archit. Code Optim., 2020)

AsynGraph: Maximizing Data Parallelism for Efficient Iterative Graph Processing on GPUs. - Yu Zhang 027; Xiaofei Liao; Lin Gu 002; Hai Jin 001; Kan Hu; Haikun Liu; Bingsheng He (ACM Trans. Archit. Code Optim., 2020)

Object-Level Memory Allocation and Migration in Hybrid Memory Systems. - Haikun Liu; Renshan Liu; Xiaofei Liao; Hai Jin 001; Bingsheng He; Yu Zhang 027 (IEEE Trans. Computers, 2020)

Miss Penalty Aware Cache Replacement for Hybrid Memory Systems. - Hai Jin 001; Di Chen; Haikun Liu; Xiaofei Liao; Rentong Guo; Yu Zhang 027 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020)

ReSQM: Accelerating Database Operations Using ReRAM-Based Content Addressable Memory. - Huize Li; Hai Jin 001; Long Zheng 003; Xiaofei Liao (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2020)

WITM: Intelligent Traffic Monitoring Using Fine-Grained Wireless Signal. - Caijuan Chen; Kaoru Ota; Mianxiong Dong; Chen Yu 003; Hai Jin 001 (IEEE Trans. Emerg. Top. Comput. Intell., 2020)

SDTE: A Secure Blockchain-Based Data Trading Ecosystem. - Weiqi Dai; Chunkai Dai; Kim-Kwang Raymond Choo; Changze Cui; Deqing Zou; Hai Jin 001 (IEEE Trans. Inf. Forensics Secur., 2020)

QuickPoint: Efficiently Identifying Densest Sub-Graphs in Online Social Networks for Event Stream Dissemination. - Hai Jin 001; Changfu Lin; Hanhua Chen; Jiangchuan Liu (IEEE Trans. Knowl. Data Eng., 2020)

Service Function Chain Deployment and Network Flow Scheduling in Geo-Distributed Data Centers. - Lin Gu 002; Jie Hu; Deze Zeng; Song Guo 001; Hai Jin 001 (IEEE Trans. Netw. Sci. Eng., 2020)

Minimizing Financial Cost of DDoS Attack Defense in Clouds With Fine-Grained Resource Management. - Bin Yuan; Huan Zhao; Chen Lin 006; Deqing Zou; Laurence Tianruo Yang; Hai Jin 001; Ligang He; Shui Yu 001 (IEEE Trans. Netw. Sci. Eng., 2020)

Towards a Trust-Enhanced Blockchain P2P Topology for Enabling Fast and Reliable Broadcast. - Weifeng Hao; Jiajie Zeng; Xiaohai Dai; Jiang Xiao; Qiang-Sheng Hua; Hanhua Chen; Kuan-Ching Li; Hai Jin 001 (IEEE Trans. Netw. Serv. Manag., 2020)

A Game-Theoretical Approach for User Allocation in Edge Computing Environment. - Qiang He 001; Guangming Cui; Xuyun Zhang; Feifei Chen 001; Shuiguang Deng; Hai Jin 001; Yanhui Li; Yun Yang 001 (IEEE Trans. Parallel Distributed Syst., 2020)

Faster Parallel Core Maintenance Algorithms in Dynamic Graphs. - Qiang-Sheng Hua; Yuliang Shi; Dongxiao Yu; Hai Jin 001; Jiguo Yu; Zhipeng Cai 001; Xiuzhen Cheng 001; Hanhua Chen (IEEE Trans. Parallel Distributed Syst., 2020)

Hotspot-Aware Hybrid Memory Management for In-Memory Key-Value Stores. - Hai Jin 001; Zhiwei Li; Haikun Liu; Xiaofei Liao; Yu Zhang 027 (IEEE Trans. Parallel Distributed Syst., 2020)

Exploring New Opportunities to Defeat Low-Rate DDoS Attack in Container-Based Cloud Environment. - Zhi Li 048; Hai Jin 001; Deqing Zou; Bin Yuan (IEEE Trans. Parallel Distributed Syst., 2020)

Processing Grid-format Real-world Graphs on DRAM-based FPGA Accelerators with Application-specific Caching Mechanisms. - Zhiyuan Shao; Chenhao Liu; Ruoshi Li; Xiaofei Liao; Hai Jin 001 (ACM Trans. Reconfigurable Technol. Syst., 2020)

Doris: An Adaptive Soft Real-Time Scheduler in Virtualized Environments. - Song Wu 001; Like Zhou; Xingjun Wang; Fei Chen; Hai Jin 001 (IEEE Trans. Serv. Comput., 2020)

LDV: A Lightweight DAG-Based Blockchain for Vehicular Social Networks. - Wenhui Yang; Xiaohai Dai; Jiang Xiao; Hai Jin 001 (IEEE Trans. Veh. Technol., 2020)

SumPA: Efficient Pattern-Centric Graph Mining with Pattern Abstraction. - Chuangyi Gui; Xiaofei Liao; Long Zheng 003; Pengcheng Yao; Qinggang Wang; Hai Jin 001 (PACT, 2021)

Semantic and Syntactic Enhanced Aspect Sentiment Triplet Extraction. - Zhexue Chen; Hong Huang 001; Bang Liu; Xuanhua Shi; Hai Jin 001 (ACL/IJCNLP (Findings), 2021)

Straggler-Aware Parallel Graph Processing in Hybrid Memory Systems. - Wei Liu 004; Haikun Liu; Xiaofei Liao; Hai Jin 001; Yu Zhang 027 (CCGRID, 2021)

Feature-Indistinguishable Attack to Circumvent Trapdoor-Enabled Defense. - Chaoxiang He; Bin Benjamin Zhu; Xiaojing Ma 002; Hai Jin 001; Shengshan Hu (CCS, 2021)

Who's In Control? On Security Risks of Disjointed IoT Device Management Channels. - Yan Jia; Bin Yuan; Luyi Xing; Dongfang Zhao 010; Yifan Zhang 010; XiaoFeng Wang 001; Yijing Liu; Kaimin Zheng; Peyton Crnjak; Yuqing Zhang 001; Deqing Zou; Hai Jin 001 (CCS, 2021)

HNGraph: Parallel Graph Processing in Hybrid Memory Based NUMA Systems. - Wei Liu 004; Haikun Liu; Xiaofei Liao; Hai Jin 001; Yu Zhang 027 (CLUSTER, 2021)

Grace: An Efficient Parallel SPARQL Query System over Large-Scale RDF Data. - Xiang Kang; Yuying Zhao; Pingpeng Yuan; Hai Jin 001 (CSCWD, 2021)

Bestie: Very Practical Searchable Encryption with Forward and Backward Security. - Tianyang Chen; Peng Xu 003; Wei Wang 088; Yubo Zheng; Willy Susilo; Hai Jin 001 (ESORICS (2), 2021)

ScalaBFS: A Scalable BFS Accelerator on FPGA-HBM Platform. - Chenhao Liu; Zhiyuan Shao; Kexin Li; Minkang Wu; Jiajie Chen; Ruoshi Li; Xiaofei Liao; Hai Jin 001 (FPGA, 2021)

GraSU: A Fast Graph Update Library for FPGA-based Dynamic Graph Processing. - Qinggang Wang; Long Zheng 003; Yu Huang 013; Pengcheng Yao; Chuangyi Gui; Xiaofei Liao; Hai Jin 001; Wenbin Jiang 001; Fubing Mao (FPGA, 2021)

DepGraph: A Dependency-Driven Accelerator for Efficient Iterative Graph Processing. - Yu Zhang 027; Xiaofei Liao; Hai Jin 001; Ligang He; Bingsheng He; Haikun Liu; Lin Gu 002 (HPCA, 2021)

Hardware-Based Address-Centric Acceleration of Key-Value Store. - Chencheng Ye 001; Yuanchao Xu 001; Xipeng Shen; Xiaofei Liao; Hai Jin 001; Yan Solihin (HPCA, 2021)

Cooperative Relationship Prediction between Scholars in Heterogeneous Academic Network. - Jia Shi; Hai Jin 001; Xia Xie (HPCC/DSS/SmartCity/DependSys, 2021)

PipePrune: Pipeline Parallel Based on Convolutional Layer Pruning for Distributed Deep Learning. - Daojun Tan; Wenbin Jiang 001; Shang Qin; Hai Jin 001 (HPCC/DSS/SmartCity/DependSys, 2021)

A Hybrid Model Combined with SVM and CNN for Community Content Classification. - Yukui Ye; Xia Xie; Hai Jin 001; Duoqiang Wang (HPCC/DSS/SmartCity/DependSys, 2021)

Efficient Hardware Redo Logging for Secure Persistent Memory. - Zhan Zhang 003; Jianhui Yue; Xiaofei Liao; Hai Jin 001 (HPCC/DSS/SmartCity/DependSys, 2021)

Towards Exploiting CPU Elasticity via Efficient Thread Oversubscription. - Hang Huang; Jia Rao; Song Wu 001; Hai Jin 001; Hong Jiang 001; Hao Che; Xiaofeng Wu 002 (HPDC, 2021)

Fast Sparse Deep Neural Network Inference with Flexible SpMM Optimization Space Exploration. - Jie Xin; Xianqi Ye; Long Zheng 003; Qinggang Wang; Yu Huang 013; Pengcheng Yao; Linchen Yu; Xiaofei Liao; Hai Jin 001 (HPEC, 2021)

Gengar: An RDMA-based Distributed Hybrid Memory Pool. - Zhuohui Duan; Haikun Liu; Haodi Lu; Xiaofei Liao; Hai Jin 001; Yu Zhang 027; Bingsheng He (ICDCS, 2021)

Gear: Enable Efficient Container Storage and Deployment with a New Image Format. - Hao Fan 006; Shengwei Bian; Song Wu 001; Song Jiang 001; Shadi Ibrahim; Hai Jin 001 (ICDCS, 2021)

The Logarithmic Dynamic Cuckoo Filter. - Fan Zhang 024; Hanhua Chen; Hai Jin 001; Pedro Reviriego (ICDE, 2021)