Efficient Complete Event Trend Detection over High-Velocity Streams. - Huiyao Mei; Hanhua Chen; Hai Jin 001; Qiang-Sheng Hua; Bing Bing Zhou (ICPP, 2021)

Communication Avoiding All-Pairs Shortest Paths Algorithm for Sparse Graphs. - Lin Zhu; Qiang-Sheng Hua; Hai Jin 001 (ICPP, 2021)

Graph-Based Data Deduplication in Mobile Edge Computing Environment. - Ruikun Luo; Hai Jin 001; Qiang He 001; Song Wu 001; Zilai Zeng; Xiaoyu Xia 001 (ICSOC, 2021)

Partial Multi-Label Optimal Margin Distribution Machine. - Nan Cao 002; Teng Zhang 001; Hai Jin 001 (IJCAI, 2021)

Temporal Heterogeneous Information Network Embedding. - Hong Huang 001; Ruize Shi; Wei Zhou; Xiao Wang 017; Hai Jin 001; Xiaoming Fu 001 (IJCAI, 2021)

Layer Aware Microservice Placement and Request Scheduling at the Edge. - Lin Gu 002; Deze Zeng; Jie Hu; Bo Li 001; Hai Jin 001 (INFOCOM, 2021)

Exploring Layered Container Structure for Cost Efficient Microservice Deployment. - Lin Gu 002; Deze Zeng; Jie Hu; Hai Jin 001; Song Guo 001; Albert Y. Zomaya (INFOCOM, 2021)

Argus: Efficient Job Scheduling in RDMA-assisted Big Data Processing. - Sijie Wu; Hanhua Chen; Yonghui Wang; Hai Jin 001 (IPDPS, 2021)

Supporting Legacy Libraries on Non-Volatile Memory: A User-Transparent Approach. - Chencheng Ye 001; Yuanchao Xu 001; Xipeng Shen; Xiaofei Liao; Hai Jin 001; Yan Solihin (ISCA, 2021)

HomDroid: detecting Android covert malware by social-network homophily analysis. - Yueming Wu 001; Deqing Zou; Wei Yang 013; Xiang Li; Hai Jin 001 (ISSTA, 2021)

Eunomia: Efficiently Eliminating Abnormal Results in Distributed Stream Join Systems. - Jie Yuan; Yonghui Wang; Hanhua Chen; Hai Jin 001; Haikun Liu (IWQoS, 2021)

Why Do Developers Remove Lambda Expressions in Java? - Mingwei Zheng; Jun Yang; Ming Wen 001; Hengcheng Zhu 001; Yepang Liu 001; Hai Jin 001 (ASE, 2021)

AdvHash: Set-to-set Targeted Attack on Deep Hashing with One Single Adversarial Patch. - Shengshan Hu; Yechao Zhang; Xiaogeng Liu; Leo Yu Zhang; Minghui Li; Hai Jin 001 (ACM Multimedia, 2021)

LCCG: a locality-centric hardware accelerator for high throughput of concurrent graph processing. - Jin Zhao 003; Yu Zhang 027; Xiaofei Liao; Ligang He; Bingsheng He; Hai Jin 001; Haikun Liu (SC, 2021)

Hardware-supported remote persistence for distributed persistent memory. - Zhuohui Duan; Haodi Lu; Haikun Liu; Xiaofei Liao; Hai Jin 001; Yu Zhang 027; Song Wu 001 (SC, 2021)

Whale: efficient one-to-many data partitioning in RDMA-assisted distributed stream processing systems. - Jie Tan; Hanhua Chen; Yonghui Wang; Hai Jin 001 (SC, 2021)

Milvus: A Purpose-Built Vector Data Management System. - Jianguo Wang 001; Xiaomeng Yi; Rentong Guo; Hai Jin 001; Peng Xu 003; Shengjun Li; Xiangyu Wang; Xiangzhou Guo; Chengming Li; Xiaohai Xu; Kun Yu; Yuxing Yuan; et al. (SIGMOD Conference, 2021)

Vassago: Efficient and Authenticated Provenance Query on Multiple Blockchains. - Rui Han; Jiang Xiao; Xiaohai Dai; Shijie Zhang; Yi Sun; Baochun Li; Hai Jin 001 (SRDS, 2021)

Research and Practice of Container System. - Hai Jin 001 (TASE, 2021)

Automatically derived stateful network functions including non-field attributes. - Bin Yuan; Shengyao Sun; Xianjun Deng; Deqing Zou; Haoyu Chen 004; Shenghui Li; Hai Jin 001 (TrustCom, 2021)

CoopEdge: A Decentralized Blockchain-based Platform for Cooperative Edge Computing. - Liang Yuan; Qiang He 001; Siyu Tan; Bo Li 103; Jiangshan Yu; Feifei Chen 001; Hai Jin 001; Yun Yang 001 (WWW, 2021)

MH UNet: A Multi-Scale Hierarchical Based Architecture for Medical Image Segmentation. - Parvez Ahmad; Hai Jin 001; Roobaea Alroobaea; Saqib Qamar; Ran Zheng; Fady Alnajjar; Fathia Aboudi (IEEE Access, 2021)

Welcome back! - Hai Jin 001; Yuanchun Shi; Dahua Lin (Commun. ACM, 2021)

Pneumoconiosis identification in chest X-ray films with CNN-based transfer learning. - Ran Zheng; Lanlan Zhang; Hai Jin 001 (CCF Trans. High Perform. Comput., 2021)

A nearly optimal distributed algorithm for computing the weighted girth. - Qiang-Sheng Hua; Lixiang Qian; Dongxiao Yu; Xuanhua Shi; Hai Jin 001 (Sci. China Inf. Sci., 2021)

HMvisor: dynamic hybrid memory management for virtual machines. - Dang Yang; Haikun Liu; Hai Jin 001; Yu Zhang 027 (Sci. China Inf. Sci., 2021)

FATM: A failure-aware adaptive fault tolerance model for distributed stream processing systems. - Syed Muhammad Abrar Akber; Hanhua Chen; Hai Jin 001 (Concurr. Comput. Pract. Exp., 2021)

Pre-filtering based summarization for data partitioning in distributed stream processing. - Adeel Aslam; Hanhua Chen; Hai Jin 001 (Concurr. Comput. Pract. Exp., 2021)

Efficient mobile code offloading in heterogeneous wireless networks. - Feng Lu 003; Ruoxue Liu; Wei Li 058; Hai Jin 001; Albert Y. Zomaya (Concurr. Comput. Pract. Exp., 2021)

Heterogeneous differential privacy for vertically partitioned databases. - Yang Xia; Tianqing Zhu; Xiaofeng Ding 001; Hai Jin 001; Deqing Zou (Concurr. Comput. Pract. Exp., 2021)

A multi-dimensional index for privacy-preserving queries in cloud computing. - Hui Xu; Xiaofeng Ding 001; Hai Jin 001; Qing Yu (Concurr. Comput. Pract. Exp., 2021)

DDL-QoS: A dynamic I/O scheduling strategy of QoS for HPC applications. - Ying Yang; Xuanhua Shi; Wei Liu 004; Hai Jin 001; Yusheng Hua; Yan Jiang (Concurr. Comput. Pract. Exp., 2021)

Multi-Task Representation Learning with Multi-View Graph Convolutional Networks. - Hong Huang 001; Yu Song 005; Yao Wu; Jia Shi; Xia Xie; Hai Jin 001 (CoRR, 2021)

ScalaBFS: A Scalable BFS Accelerator on HBM-Enhanced FPGAs. - Chenhao Liu; Zhiyuan Shao; Zeke Wang; Kexin Li; Minkang Wu; Jiajie Chen; Xiaofei Liao; Hai Jin 001 (CoRR, 2021)

Obfuscation-resilient Android Malware Analysis Based on Contrastive Learning. - Yueming Wu 001; Shihan Dou; Deqing Zou; Wei Yang 013; Weizhong Qiang; Hai Jin 001 (CoRR, 2021)

Towards Making Deep Learning-based Vulnerability Detectors Robust. - Zhen Li 027; Jing Tang; Deqing Zou; Qian Chen 019; Shouhuai Xu; Chao Zhang 008; Yichen Li; Hai Jin 001 (CoRR, 2021)

FedHM: Efficient Federated Learning for Heterogeneous Models via Low-rank Factorization. - Dezhong Yao 002; Wanning Pan; Yao Wan 001; Hai Jin 001; Lichao Sun 001 (CoRR, 2021)

Clairvoyance: Intelligent Route Planning for Electric Buses Based on Urban Big Data. - Xiangyong Lu; Kaoru Ota; Mianxiong Dong; Chen Yu 003; Hai Jin 001 (CoRR, 2021)

Paving the Way for NFV Acceleration: A Taxonomy, Survey and Future Directions. - Xincai Fei; Fangming Liu; Qixia Zhang; Hai Jin 001; Hongxin Hu (ACM Comput. Surv., 2021)

Maximizing Influence Over Streaming Graphs with Query Sequence. - Yuying Zhao; Yunfei Hu; Pingpeng Yuan; Hai Jin 001 (Data Sci. Eng., 2021)

Resource abstraction and data placement for distributed hybrid memory pool. - Tingting Chen; Haikun Liu; Xiaofei Liao; Hai Jin 001 (Frontiers Comput. Sci., 2021)

Ethereum smart contract security research: survey and future research opportunities. - Zeli Wang; Hai Jin 001; Weiqi Dai; Kim-Kwang Raymond Choo; Deqing Zou (Frontiers Comput. Sci., 2021)

Defending CNN against privacy leakage in edge computing via binary neural networks. - Weizhong Qiang; Renwan Liu; Hai Jin 001 (Future Gener. Comput. Syst., 2021)

SDD: A trusted display of FIDO2 transaction confirmation without trusted execution environment. - Peng Xu 003; Ruijie Sun; Wei Wang 088; Tianyang Chen; Yubo Zheng; Hai Jin 001 (Future Gener. Comput. Syst., 2021)

Cross-Cluster Federated Learning and Blockchain for Internet of Medical Things. - Hai Jin 001; Xiaohai Dai; Jiang Xiao; Baochun Li; Huichuwu Li; Yan Zhang 002 (IEEE Internet Things J., 2021)

Boosting Edge Intelligence With Collaborative Cross-Edge Analytics. - Hai Jin 001; Lin Jia; Zhi Zhou 006 (IEEE Internet Things J., 2021)

Convolutional Network Embedding of Text-Enhanced Representation for Knowledge Graph Completion. - Feng Zhao 003; Tao Xu; Langjunqing Jin; Hai Jin 001 (IEEE Internet Things J., 2021)

Dynamic online convex optimization with long-term constraints via virtual queue. - Xiaofeng Ding 001; Lin Chen 033; Pan Zhou 001; Zichuan Xu; Shiping Wen 001; John C. S. Lui; Hai Jin 001 (Inf. Sci., 2021)

Human Activity Recognition-Oriented Incremental Learning with Knowledge Distillation. - Caijuan Chen; Kaoru Ota; Mianxiong Dong; Chen Yu 003; Hai Jin 001 (J. Circuits Syst. Comput., 2021)

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; Binsheng He; Kan Hu; Yu Zhang 027 (J. Comput. Sci. Technol., 2021)

FDGLib: A Communication Library for Efficient Large-Scale Graph Processing in FPGA-Accelerated Data Centers. - Yu-Wei Wu; Qinggang Wang; Long Zheng 003; Xiaofei Liao; Hai Jin 001; Wenbin Jiang 001; Ran Zheng; Kan Hu (J. Comput. Sci. Technol., 2021)

Trustzone-based secure lightweight wallet for hyperledger fabric. - Weiqi Dai; Qinyuan Wang; Zeli Wang; Xiaobin Lin; Deqing Zou; Hai Jin 001 (J. Parallel Distributed Comput., 2021)

A blockchain-based Roadside Unit-assisted authentication and key agreement protocol for Internet of Vehicles. - Zisang Xu; Wei Liang 005; Kuan-Ching Li; Jianbo Xu; Hai Jin 001 (J. Parallel Distributed Comput., 2021)

China in the eyes of news media: a case study under COVID-19 epidemic. - Hong Huang 001; Zhexue Chen; Xuanhua Shi; Chenxu Wang; Zepeng He; Hai Jin 001; Mingxin Zhang; Zongya Li (Frontiers Inf. Technol. Electron. Eng., 2021)

Enhancing Graph Neural Networks via auxiliary training for semi-supervised node classification. - Yao Wu; Yu Song 005; Hong Huang 001; Fanghua Ye 001; Xing Xie 001; Hai Jin 001 (Knowl. Based Syst., 2021)

Cost Efficient Edge Service Placement for Crowdsensing via Bus Passengers. - Haixiang Hou; Hai Jin 001; Xiaofei Liao (Mob. Networks Appl., 2021)

RD2A: densely connected residual networks using ASPP for brain tumor segmentation. - Parvez Ahmad; Hai Jin 001; Saqib Qamar; Ran Zheng; Adnan Saeed (Multim. Tools Appl., 2021)

AMVchain: authority management mechanism on blockchain-based voting systems. - Chenchen Li; Jiang Xiao; Xiaohai Dai; Hai Jin 001 (Peer-to-Peer Netw. Appl., 2021)

LargeGraph: An Efficient Dependency-Aware GPU-Accelerated Large-Scale Graph Processing. - Yu Zhang 027; Da Peng; Xiaofei Liao; Hai Jin 001; Haikun Liu; Lin Gu 002; Bingsheng He (ACM Trans. Archit. Code Optim., 2021)

Efficient Graph Processing with Invalid Update Filtration. - Long Zheng 003; Xianliang Li; Xi Ge; Xiaofei Liao; Zhiyuan Shao; Hai Jin 001; Qiang-Sheng Hua (IEEE Trans. Big Data, 2021)

PStream: A Popularity-Aware Differentiated Distributed Stream Processing System. - Hanhua Chen; Fan Zhang 024; Hai Jin 001 (IEEE Trans. Computers, 2021)

Accelerating Parallel Applications in Cloud Platforms via Adaptive Time-Slice Control. - Hao Fan 006; Song Wu 001; Xinyu Zhao; Zhenjiang Xie; Sheng Di; Jiang Xiao; Chen Yu 003; Hai Jin 001 (IEEE Trans. Computers, 2021)

TurboDL: Improving the CNN Training on GPU With Fine-Grained Multi-Streaming Scheduling. - Hai Jin 001; Wenchao Wu; Xuanhua Shi; Ligang He; Bing Bing Zhou (IEEE Trans. Computers, 2021)

A3C-DO: A Regional Resource Scheduling Framework Based on Deep Reinforcement Learning in Edge Scenario. - Junfeng Zou; Tongbo Hao; Chen Yu 003; Hai Jin 001 (IEEE Trans. Computers, 2021)

CloudCFI: Context-Sensitive and Incremental CFI in the Cloud Environment. - Weizhong Qiang; Yingda Huang; Hai Jin 001; Laurence T. Yang; Deqing Zou (IEEE Trans. Cloud Comput., 2021)

Differentially Private Deep Learning with Iterative Gradient Descent Optimization. - Xiaofeng Ding 001; Lin Chen 033; Pan Zhou 001; Wenbin Jiang 001; Hai Jin 001 (Trans. Data Sci., 2021)

Mining World Indicators for Analyzing and Modeling the Development of Countries. - Hong Huang 001; Mingyuan Chi; Yu Song 005; Hai Jin 001 (Trans. Data Sci., 2021)

DSEOM: A Framework for Dynamic Security Evaluation and Optimization of MTD in Container-Based Cloud. - Hai Jin 001; Zhi Li 048; Deqing Zou; Bin Yuan (IEEE Trans. Dependable Secur. Comput., 2021)

$ mu$μVulDeePecker: A Deep Learning-Based System for Multiclass Vulnerability Detection. - Deqing Zou; Sujuan Wang; Shouhuai Xu; Zhen Li 027; Hai Jin 001 (IEEE Trans. Dependable Secur. Comput., 2021)

Trade-off Between Hit Rate and Hit Latency for Optimizing DRAM Cache. - Pai Chen; Jianhui Yue; Xiaofei Liao; Hai Jin 001 (IEEE Trans. Emerg. Top. Comput., 2021)

CRSA: A Cryptocurrency Recovery Scheme Based on Hidden Assistance Relationships. - Weiqi Dai; Yan Lv; Kim-Kwang Raymond Choo; Zhongze Liu; Deqing Zou; Hai Jin 001 (IEEE Trans. Inf. Forensics Secur., 2021)

Efficient and Privacy-Preserving Multi-Party Skyline Queries Over Encrypted Data. - Xiaofeng Ding 001; Zuan Wang; Pan Zhou 001; Kim-Kwang Raymond Choo; Hai Jin 001 (IEEE Trans. Inf. Forensics Secur., 2021)

Cooperative Assurance of Cache Data Integrity for Mobile Edge Computing. - Bo Li 103; Qiang He 001; Feifei Chen 001; Haipeng Dai 001; Hai Jin 001; Yang Xiang 001; Yun Yang 001 (IEEE Trans. Inf. Forensics Secur., 2021)

Multi-Stage Network Embedding for Exploring Heterogeneous Edges. - Hong Huang 001; Yu Song 005; Fanghua Ye 001; Xing Xie 001; Xuanhua Shi; Hai Jin 001 (ACM Trans. Knowl. Discov. Data, 2021)

A Novel Privacy Preserving Framework for Large Scale Graph Data Publishing. - Xiaofeng Ding 001; Cui Wang; Kim-Kwang Raymond Choo; Hai Jin 001 (IEEE Trans. Knowl. Data Eng., 2021)

Detecting Malicious Switches for a Secure Software-defined Tactile Internet. - Bin Yuan; Chen Lin 006; Deqing Zou; Laurence Tianruo Yang; Hai Jin 001 (ACM Trans. Internet Techn., 2021)

IntDroid: Android Malware Detection Based on API Intimacy Analysis. - Deqing Zou; Yueming Wu 001; Siru Yang; Anki Chauhan; Wei Yang 013; Jiangying Zhong; Shihan Dou; Hai Jin 001 (ACM Trans. Softw. Eng. Methodol., 2021)

Interpreting Deep Learning-based Vulnerability Detector Predictions Based on Heuristic Searching. - Deqing Zou; Yawei Zhu; Shouhuai Xu; Zhen Li 027; Hai Jin 001; Hengkai Ye (ACM Trans. Softw. Eng. Methodol., 2021)

Auditing Cache Data Integrity in the Edge Computing Environment. - Bo Li 103; Qiang He 001; Feifei Chen 001; Hai Jin 001; Yang Xiang 001; Yun Yang 001 (IEEE Trans. Parallel Distributed Syst., 2021)

Online Collaborative Data Caching in Edge Computing. - Xiaoyu Xia 001; Feifei Chen 001; Qiang He 001; John Grundy 001; Mohamed Abdelrazek 001; Hai Jin 001 (IEEE Trans. Parallel Distributed Syst., 2021)

Cost-Effective App Data Distribution in Edge Computing. - Xiaoyu Xia 001; Feifei Chen 001; Qiang He 001; John C. Grundy; Mohamed Abdelrazek 001; Hai Jin 001 (IEEE Trans. Parallel Distributed Syst., 2021)

Feluca: A Two-Stage Graph Coloring Algorithm With Color-Centric Paradigm on GPU. - Zhigao Zheng 001; Xuanhua Shi; Ligang He; Hai Jin 001; Shuo Wei; Hulin Dai; Xuan Peng (IEEE Trans. Parallel Distributed Syst., 2021)

HCache: A Hash-based Hybrid Caching Model for Real-Time Streaming Data Analytics. - Feng Zhao 003; Shaofeng Li; Bing Bing Zhou; Hai Jin 001; Laurence T. Yang (IEEE Trans. Serv. Comput., 2021)

Precise Power Capping for Latency-Sensitive Applications in Datacenter. - Song Wu 001; Yang Chen; Xinhou Wang; Hai Jin 001; Fangming Liu; Haibao Chen; Chuxiong Yan (IEEE Trans. Sustain. Comput., 2021)

Path-enhanced explainable recommendation with knowledge graphs. - Yafan Huang; Feng Zhao 003; Xiangyu Gui; Hai Jin 001 (World Wide Web, 2021)

Core decomposition and maintenance in weighted graph. - Wei Zhou; Hong Huang 001; Qiang-Sheng Hua; Dongxiao Yu; Hai Jin 001; Xiaoming Fu 001 (World Wide Web, 2021)

Commonsense Knowledge Construction with Concept and Pretrained Model. - Hanjun Cai; Feng Zhao 003; Hai Jin 001 (WISA, 2022)

Semantic Reasoning Technology on Temporal Knowledge Graph. - Jianuo Li; Feng Zhao 003; Hai Jin 001 (WISA, 2022)

Fusion of Natural Language and Knowledge Graph for Multi-hop Reasoning. - Xun Lu; Feng Zhao 003; Hai Jin 001 (WISA, 2022)

Trebiz: Byzantine Fault Tolerance with Byzantine Merchants. - Xiaohai Dai; Liping Huang; Jiang Xiao; Zhaonan Zhang; Xia Xie; Hai Jin 001 (ACSAC, 2022)

StateDiver: Testing Deep Packet Inspection Systems with State-Discrepancy Guidance. - Zhechang Zhang; Bin Yuan; Kehan Yang; Deqing Zou; Hai Jin 001 (ACSAC, 2022)

DA-Net: Distributed Attention Network for Temporal Knowledge Graph Reasoning. - Kangzheng Liu; Feng Zhao 003; Hongxu Chen 002; Yicong Li 001; Guandong Xu; Hai Jin 001 (CIKM, 2022)

Learning Chinese Word Embeddings By Discovering Inherent Semantic Relevance in Sub-characters. - Wei Lu; Zhaobo Zhang; Pingpeng Yuan; Hai Jin 001; Qiang-Sheng Hua (CIKM, 2022)

OpticE: A Coherence Theory-Based Model for Link Prediction. - Xiangyu Gui; Feng Zhao 003; Langjunqing Jin; Hai Jin 001 (COLING, 2022)

Protecting Facial Privacy: Generating Adversarial Identity Masks via Style-robust Makeup Transfer. - Shengshan Hu; Xiaogeng Liu; Yechao Zhang; Minghui Li; Leo Yu Zhang; Hai Jin 001; Libing Wu (CVPR, 2022)

CLIMBER: defending phase change memory against inconsistent write attacks. - Zhuohui Duan; Haobo Wang; Haikun Liu; Xiaofei Liao; Hai Jin 001; Yu Zhang 027; Fubing Mao (DAC, 2022)

ReSMA: accelerating approximate string matching using ReRAM-based content addressable memory. - Huize Li; Hai Jin 001; Long Zheng 003; Yu Huang 013; Xiaofei Liao; Zhuohui Duan; Dan Chen 006; Chuangyi Gui (DAC, 2022)

ReGNN: a ReRAM-based heterogeneous architecture for general graph neural networks. - Cong Liu 028; Haikun Liu; Hai Jin 001; Xiaofei Liao; Yu Zhang 027; Zhuohui Duan; Jiahong Xu; Huize Li (DAC, 2022)

LeKAN: Extracting Long-tail Relations via Layer-Enhanced Knowledge-Aggregation Networks. - Xiaokai Liu; Feng Zhao 003; Xiangyu Gui; Hai Jin 001 (DASFAA (1), 2022)

ExKGR: Explainable Multi-hop Reasoning for Evolving Knowledge Graph. - Cheng Yan; Feng Zhao 003; Hai Jin 001 (DASFAA (1), 2022)

Significant Engagement Community Search on Temporal Networks. - Yifei Zhang; Longlong Lin; Pingpeng Yuan; Hai Jin 001 (DASFAA (1), 2022)

Can Language Models Serve as Temporal Knowledge Bases? - Ruilin Zhao; Feng Zhao 003; Guandong Xu; Sixiao Zhang; Hai Jin 001 (EMNLP (Findings), 2022)

DEKS: A Secure Cloud-Based Searchable Service Can Make Attackers Pay. - Yubo Zheng; Peng Xu 003; Wei Wang 088; Tianyang Chen; Willy Susilo; Kaitai Liang; Hai Jin 001 (ESORICS (2), 2022)

Accelerating Graph Convolutional Networks Using Crossbar-based Processing-In-Memory Architectures. - Yu Huang 013; Long Zheng 003; Pengcheng Yao; Qinggang Wang; Xiaofei Liao; Hai Jin 001; Jingling Xue (HPCA, 2022)

Hardware-Accelerated Hypergraph Processing with Chain-Driven Scheduling. - Qinggang Wang; Long Zheng 003; Jingrui Yuan; Yu Huang 013; Pengcheng Yao; Chuangyi Gui; Ao Hu; Xiaofei Liao; Hai Jin 001 (HPCA, 2022)

ScalaGraph: A Scalable Accelerator for Massively Parallel Graph Processing. - Pengcheng Yao; Long Zheng 003; Yu Huang 013; Qinggang Wang; Chuangyi Gui; Zhen Zeng; Xiaofei Liao; Hai Jin 001; Jingling Xue (HPCA, 2022)

Message from the High Performance Computing and Communications 2022 General Chairs. - Jack J. Dongarra; Kenli Li 001; Hai Jin 001 (HPCC/DSS/SmartCity/DependSys, 2022)

Accelerating Sparse Deep Neural Network Inference Using GPU Tensor Cores. - Yufei Sun; Long Zheng 003; Qinggang Wang; Xiangyu Ye; Yu Huang 013; Pengcheng Yao; Xiaofei Liao; Hai Jin 001 (HPEC, 2022)

Towards Fast GPU-based Sparse DNN Inference: A Hybrid Compute Model. - Shaoxian Xu; Minkang Wu; Long Zheng 003; Zhiyuan Shao; Xiangyu Ye; Xiaofei Liao; Hai Jin 001 (HPEC, 2022)

Efficient Remote Memory Paging for Disaggregated Memory Systems. - Tao Wang; Haikun Liu; Hai Jin 001 (ICA3PP, 2022)

An Efficient Graph Accelerator with Distributed On-Chip Memory Hierarchy. - Ran Zheng; Yingxin Jiang; Yibo Wang; Yongbo Su; Long Zheng 003; Pengcheng Yao; Xiaofei Liao; Hai Jin 001 (ICA3PP, 2022)

Scube: Efficient Summarization for Skewed Graph Streams. - Ming Chen; Renxiang Zhou; Hanhua Chen; Hai Jin 001 (ICDCS, 2022)

Nezha: Exploiting Concurrency for Transaction Processing in DAG-based Blockchains. - Jiang Xiao; Shijie Zhang; Zhiwei Zhang; Bo Li 001; Xiaohai Dai; Hai Jin 001 (ICDCS, 2022)

Horae: A Graph Stream Summarization Structure for Efficient Temporal Range Query. - Ming Chen; Renxiang Zhou; Hanhua Chen; Jiang Xiao; Hai Jin 001; Bo Li 001 (ICDE, 2022)

Temporal Knowledge Graph Reasoning via Time-Distributed Representation Learning. - Kangzheng Liu; Feng Zhao 003; Guandong Xu; Xianzhi Wang 001; Hai Jin 001 (ICDM, 2022)

Towards low-latency I/O services for mixed workloads using ultra-low latency SSDs. - Mingzhe Liu; Haikun Liu; Chencheng Ye 001; Xiaofei Liao; Hai Jin 001; Yu Zhang 027; Ran Zheng; Liting Hu (ICS, 2022)

NaturalCC: An Open-Source Toolkit for Code Intelligence. - Yao Wan 001; Yang He; Zhangqian Bi; Jianguo Zhang 005; Yulei Sui; Hongyu Zhang 002; Kazuma Hashimoto; Hai Jin 001; Guandong Xu; Caiming Xiong; Philip S. Yu (ICSE-Companion, 2022)

What Do They Capture? - A Structural Analysis of Pre-Trained Language Models for Source Code. - Yao Wan 001; Wei Zhao 040; Hongyu Zhang 002; Yulei Sui; Guandong Xu; Hai Jin 001 (ICSE, 2022)

VulCNN: An Image-inspired Scalable Vulnerability Detection System. - Yueming Wu 001; Deqing Zou; Shihan Dou; Wei Yang 013; Duo Xu; Hai Jin 001 (ICSE, 2022)

Posistive-Unlabeled Learning via Optimal Transport and Margin Distribution. - Nan Cao 002; Teng Zhang 001; Xuanhua Shi; Hai Jin 001 (IJCAI, 2022)

Shielding Federated Learning: Robust Aggregation with Adaptive Client Selection. - Wei Wan; Shengshan Hu; Jianrong Lu; Leo Yu Zhang; Hai Jin 001; Yuanyuan He 002 (IJCAI, 2022)

Layer-aware Collaborative Microservice Deployment toward Maximal Edge Throughput. - Lin Gu 002; Zirui Chen; Honghao Xu; Deze Zeng; Bo Li 001; Hai Jin 001 (INFOCOM, 2022)

A General Offloading Approach for Near-DRAM Processing-In-Memory Architectures. - Dan Chen 006; Hai Jin 001; Long Zheng 003; Yu Huang 013; Pengcheng Yao; Chuangyi Gui; Qinggang Wang; Haifeng Liu 003; Haiheng He; Xiaofei Liao; Ran Zheng (IPDPS, 2022)

An Efficient Block Validation Mechanism for UTXO-based Blockchains. - Xiaohai Dai; Bin Xiao 001; Jiang Xiao; Hai Jin 001 (IPDPS, 2022)

FlashWalker: An In-Storage Accelerator for Graph Random Walks. - Fuping Niu; Jianhui Yue; Jiangqiu Shen; Xiaofei Liao; Haikun Liu; Hai Jin 001 (IPDPS, 2022)

TDGraph: a topology-driven accelerator for high-performance streaming graph processing. - Jin Zhao 003; Yun Yang 001; Yu Zhang 027; Xiaofei Liao; Lin Gu 002; Ligang He; Bingsheng He; Hai Jin 001; Haikun Liu; Xinyu Jiang; Hui Yu (ISCA, 2022)

Modeling Challenge Covariances and Design Dependency for Efficient Attacks on Strong PUFs. - Hongfei Wang; Wei Liu 004; Hai Jin 001; Yu Chen; Wenjie Cai (ITC, 2022)

Nearly Optimal Protocols for Computing Multi-party Private Set Union. - Xuhui Gong; Qiang-Sheng Hua; Hai Jin 001 (IWQoS, 2022)

TreeCen: Building Tree Graph for Scalable Semantic Code Clone Detection. - Yutao Hu; Deqing Zou; Junru Peng; Yueming Wu 001; Junjie Shan; Hai Jin 001 (ASE, 2022)

Detecting Semantic Code Clones by Building AST-based Markov Chains Model. - Yueming Wu 001; Siyue Feng; Deqing Zou; Hai Jin 001 (ASE, 2022)

Friend Recommendations with Self-Rescaling Graph Neural Networks. - Xiran Song; Jianxun Lian; Hong Huang 001; Mingqi Wu; Hai Jin 001; Xing Xie 001 (KDD, 2022)

Design and Simulation of Multi-tiered Heterogeneous Memory Architecture. - Jinyuan Hu; Haikun Liu; Hai Jin 001; Xiaofei Liao (MASCOTS, 2022)

A Data-Centric Accelerator for High-Performance Hypergraph Processing. - Qinggang Wang; Long Zheng 003; Ao Hu; Yu Huang 013; Pengcheng Yao; Chuangyi Gui; Xiaofei Liao; Hai Jin 001; Jingling Xue (MICRO, 2022)

ChartStamp: Robust Chart Embedding for Real-World Applications. - Jiayun Fu; Bin B. Zhu; Haidong Zhang; Yayi Zou; Song Ge; Weiwei Cui 001; Yun Wang 012; Dongmei Zhang 001; Xiaojing Ma 002; Hai Jin 001 (ACM Multimedia, 2022)

BadHash: Invisible Backdoor Attacks against Deep Hashing with Clean Label. - Shengshan Hu; Ziqi Zhou 001; Yechao Zhang; Leo Yu Zhang; Yifeng Zheng; Yuanyuan He 002; Hai Jin 001 (ACM Multimedia, 2022)

CCSBD: A Cost Control System Based on Blockchain and DRG Mechanism. - Weiqi Dai; Yan Yu; Xia Xie; Dezhong Yao 002; Hai Jin 001 (NPC, 2022)

Enhance Temporal Knowledge Graph Completion via Time-Aware Attention Graph Convolutional Network. - HaoHui Wei; Hong Huang 001; Teng Zhang 001; Xuanhua Shi; Hai Jin 001 (ECML/PKDD (2), 2022)

GraphFly: Efficient Asynchronous Streaming Graphs Processing via Dependency-Flow. - Dan Chen 006; Chuangyi Gui; Yi Zhang 004; Hai Jin 001; Long Zheng 003; Yu Huang 013; Xiaofei Liao (SC, 2022)

Entropy Weight Allocation: Positive-unlabeled Learning via Optimal Transport. - Wen Gu; Teng Zhang 001; Hai Jin 001 (SDM, 2022)

Entity Resolution with Hierarchical Graph Attention Networks. - Dezhong Yao 002; Yuhong Gu; Gao Cong; Hai Jin 001; Xinqiao Lv (SIGMOD Conference, 2022)

You see what I want you to see: poisoning vulnerabilities in neural code search. - Yao Wan 001; Shijie Zhang; Hongyu Zhang 002; Yulei Sui; Guandong Xu; Dezhong Yao 002; Hai Jin 001; Lichao Sun 001 (ESEC/SIGSOFT FSE, 2022)

Robbery on DevOps: Understanding and Mitigating Illicit Cryptomining on Continuous Integration Service Platforms. - Zhi Li 048; Weijie Liu 004; Hongbo Chen; XiaoFeng Wang 001; Xiaojing Liao; Luyi Xing; Mingming Zha 001; Hai Jin 001; Deqing Zou (SP, 2022)

Diabetes Mellitus Type 2 Data Sharing System Based on Blockchain and Attribute-Encryption. - Weiqi Dai; Zhenhui Lu; Xia Xie; Duoqiang Wang; Hai Jin 001 (TrustCom, 2022)

Shared Incentive System for Clinical Pathway Experience. - Weiqi Dai; Wenhao Zhao; Xia Xie; Song Wu 001; Hai Jin 001 (TrustCom, 2022)

Container-aware I/O stack: bridging the gap between container storage drivers and solid state devices. - Song Wu 001; Zhuo Huang; Pengfei Chen; Hao Fan 006; Shadi Ibrahim; Hai Jin 001 (VEE, 2022)

Cross-Language Binary-Source Code Matching with Intermediate Representations. - Yi Gui; Yao Wan 001; Hongyu Zhang 002; Huifang Huang; Yulei Sui; Guandong Xu; Zhiyuan Shao; Hai Jin 001 (SANER, 2022)

Isolating Compiler Optimization Faults via Differentiating Finer-grained Options. - Jing Yang 051; Yibiao Yang; Maolin Sun; Ming Wen 001; Yuming Zhou; Hai Jin 001 (SANER, 2022)

Ada-GNN: Adapting to Local Patterns for Improving Graph Neural Networks. - Zihan Luo 001; Jianxun Lian; Hong Huang 001; Hai Jin 001; Xing Xie 001 (WSDM, 2022)

Show Me the Whole World: Towards Entire Item Space Exploration for Interactive Personalized Recommendations. - Yu Song 005; Shuai Sun; Jianxun Lian; Hong Huang 001; Yu Li; Hai Jin 001; Xing Xie 001 (WSDM, 2022)

Data-Efficient Performance Modeling for Configurable Big Data Frameworks by Reducing Information Overlap Between Training Examples. - Zhiqiang Liu; Xuanhua Shi; Hai Jin 001 (Big Data Res., 2022)

SAND: semi-automated adaptive network defense via programmable rule generation and deployment. - Haoyu Chen 004; Deqing Zou; Hai Jin 001; Shouhuai Xu; Bin Yuan (Sci. China Inf. Sci., 2022)

Reveal training performance mystery between TensorFlow and PyTorch in the single GPU environment. - Hulin Dai; Xuan Peng; Xuanhua Shi; Ligang He; Qian Xiong; Hai Jin 001 (Sci. China Inf. Sci., 2022)

Efficient distributed algorithms for holistic aggregation functions on random regular graphs. - Lin Jia; Qiang-Sheng Hua; Haoqiang Fan; Qiuping Wang; Hai Jin 001 (Sci. China Inf. Sci., 2022)

Towards trustworthy blockchain systems in the era of "Internet of value": development, challenges, and future trends. - Hai Jin 001; Jiang Xiao (Sci. China Inf. Sci., 2022)

Effective network intrusion detection via representation learning: A Denoising AutoEncoder approach. - Ivandro Ortet Lopes; Deqing Zou; Ihsan H. Abdulqadder; Francis A. Ruambo; Bin Yuan; Hai Jin 001 (Comput. Commun., 2022)

Efficient and Robust Malware Detection Based on Control Flow Traces Using Deep Neural Networks. - Weizhong Qiang; Lin Yang; Hai Jin 001 (Comput. Secur., 2022)

Significant Engagement Community Search on Temporal Networks: Concepts and Algorithms. - Yifei Zhang; Longlong Lin; Pingpeng Yuan; Hai Jin 001 (CoRR, 2022)

GIDN: A Lightweight Graph Inception Diffusion Network for High-efficient Link Prediction. - Zixiao Wang 005; Yuluo Guo; Jin Zhao 003; Yu Zhang 027; Hui Yu; Xiaofei Liao; Hai Jin 001; Biao Wang; Ting Yu (CoRR, 2022)

ReCSA: a dedicated sort accelerator using ReRAM-based content addressable memory. - Huize Li; Hai Jin 001; Long Zheng 003; Yu Huang 013; Xiaofei Liao (Frontiers Comput. Sci., 2022)

Demystifying Ethereum account diversity: observations, models and analysis. - Chaofan Wang; Xiaohai Dai; Jiang Xiao; Chenchen Li; Ming Wen 001; Bingbing Zhou; Hai Jin 001 (Frontiers Comput. Sci., 2022)

SynergyChain: A Multichain-Based Data-Sharing Framework With Hierarchical Access Control. - Jian Chang; Junpei Ni; Jiang Xiao; Xiaohai Dai; Hai Jin 001 (IEEE Internet Things J., 2022)

HAPPS: A Hidden Attribute and Privilege-Protection Data-Sharing Scheme With Verifiability. - Weiqi Dai; Shuyue Tuo; Liangliang Yu; Kim-Kwang Raymond Choo; Deqing Zou; Hai Jin 001 (IEEE Internet Things J., 2022)

Cost-Efficient Continuous Edge Learning for Artificial Intelligence of Things. - Lin Jia; Zhi Zhou 006; Fei Xu; Hai Jin 001 (IEEE Internet Things J., 2022)

Utility-Prioritized Differential Privacy for Quantitative Biomedical Data. - Muqing He; Deqing Zou; Weizhong Qiang; Wenbo Wu; Shouhuai Xu; Xianjun Deng; Hai Jin 001 (J. Circuits Syst. Comput., 2022)

Genetic Algorithm with Local Search for the Multi-Target Scheduling in Flexible Manufacturing System. - Hao Wang; Yujue Wang; Xianwei Lv 001; Chen Yu 003; Hai Jin 001 (J. Circuits Syst. Comput., 2022)

Toward High-Performance Delta-Based Iterative Processing with a Group-Based Approach. - Hui Yu; Xinyu Jiang; Jin Zhao 003; Hao Qi 004; Yu Zhang 027; Xiaofei Liao; Haikun Liu; Fubing Mao; Hai Jin 001 (J. Comput. Sci. Technol., 2022)

Discovering Cohesive Temporal Subgraphs with Temporal Density Aware Exploration. - Chun-Xue Zhu; Longlong Lin; Pingpeng Yuan; Hai Jin 001 (J. Comput. Sci. Technol., 2022)

Detecting Arbitrage on Ethereum Through Feature Fusion and Positive-Unlabeled Learning. - Hai Jin 001; Chenchen Li; Jiang Xiao; Teng Zhang 001; Xiaohai Dai; Bo Li 001 (IEEE J. Sel. Areas Commun., 2022)

A Fuzzing-Based Method for Testing Rules in Intrusion Detection Systems in 6G Networks. - Haoyu Chen 004; Bin Yuan; Deqing Zou; Hai Jin 001 (IEEE Netw., 2022)

Transtrack: Online meta-transfer learning and Otsu segmentation enabled wireless gesture tracking. - Jiang Xiao; Huichuwu Li; Hai Jin 001 (Pattern Recognit., 2022)

Efficient Secure and Verifiable Location-Based Skyline Queries over Encrypted Data. - Zuan Wang; Xiaofeng Ding 001; Hai Jin 001; Pan Zhou 001 (Proc. VLDB Endow., 2022)

RGraph: Asynchronous graph processing based on asymmetry of remote direct memory access. - Hanhua Chen; Jie Yuan; Hai Jin 001; Yonghui Wang; Sijie Wu; Zhihao Jiang (Softw. Pract. Exp., 2022)

Container lifecycle-aware scheduling for serverless computing. - Song Wu 001; Zhiheng Tao; Hao Fan 006; Zhuo Huang; Xinmin Zhang; Hai Jin 001; Chen Yu 003; Chun Cao (Softw. Pract. Exp., 2022)

Preserving Addressability Upon GC-Triggered Data Movements on Non-Volatile Memory. - Chencheng Ye 001; Yuanchao Xu 001; Xipeng Shen; Hai Jin 001; Xiaofei Liao; Yan Solihin (ACM Trans. Archit. Code Optim., 2022)

Improving Chinese Word Representation Using Four Corners Features. - Hai Jin 001; Zhaobo Zhang; Pingpeng Yuan (IEEE Trans. Big Data, 2022)

Dynamic Entity-Based Named Entity Recognition Under Unconstrained Tagging Schemes. - Feng Zhao 003; Xiangyu Gui; Yafan Huang; Hai Jin 001; Laurence T. Yang (IEEE Trans. Big Data, 2022)

Improving Bank-Level Parallelism for In-Memory Checkpointing in Hybrid Memory Systems. - Xiaofei Liao; Zhan Zhang 003; Haikun Liu; Hai Jin 001 (IEEE Trans. Big Data, 2022)

Mining Diversified Top-$r$r Lasting Cohesive Subgraphs on Temporal Networks. - Longlong Lin; Pingpeng Yuan; Rong-Hua Li; Hai Jin 001 (IEEE Trans. Big Data, 2022)

GGraph: An Efficient Structure-Aware Approach for Iterative Graph Processing. - Beibei Si; Yuxuan Liang; Jin Zhao 003; Yu Zhang 027; Xiaofei Liao; Hai Jin 001; Haikun Liu; Lin Gu 002 (IEEE Trans. Big Data, 2022)

Shadow: Exploiting the Power of Choice for Efficient Shuffling in MapReduce. - Sijie Wu; Hanhua Chen; Hai Jin 001; Shadi Ibrahim (IEEE Trans. Big Data, 2022)

An Effective 2-Dimension Graph Partitioning for Work Stealing Assisted Graph Processing on Multi-FPGAs. - Fan Zhang 024; Long Zheng 003; Xiaofei Liao; Xinqiao Lv; Hai Jin 001; Jiang Xiao (IEEE Trans. Big Data, 2022)

A Structure-Aware Storage Optimization for Out-of-Core Concurrent Graph Processing. - Xiaofei Liao; Jin Zhao 003; Yu Zhang 027; Bingsheng He; Ligang He; Hai Jin 001; Lin Gu 002 (IEEE Trans. Computers, 2022)

ReaDy: A ReRAM-Based Processing-in-Memory Accelerator for Dynamic Graph Convolutional Networks. - Yu Huang 013; Long Zheng 003; Pengcheng Yao; Qinggang Wang; Haifeng Liu 003; Xiaofei Liao; Hai Jin 001; Jingling Xue (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022)

A Simulation Framework for Memristor-Based Heterogeneous Computing Architectures. - Haikun Liu; Jiahong Xu; Xiaofei Liao; Hai Jin 001; Yu Zhang 027; Fubing Mao (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022)

A Flexible Yet Efficient DNN Pruning Approach for Crossbar-Based Processing-in-Memory Architectures. - Long Zheng 003; Haifeng Liu 003; Yu Huang 013; Dan Chen 006; Chaoqiang Liu; Haiheng He; Xiaofei Liao; Hai Jin 001; Jingling Xue (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022)

Trading off Between User Coverage and Network Robustness for Edge Server Placement. - Guangming Cui; Qiang He 001; Feifei Chen 001; Hai Jin 001; Yun Yang 001 (IEEE Trans. Cloud Comput., 2022)

Inspecting Edge Data Integrity With Aggregate Signature in Distributed Edge Computing Environment. - Bo Li 103; Qiang He 001; Feifei Chen 001; Hai Jin 001; Yang Xiang 001; Yun Yang 001 (IEEE Trans. Cloud Comput., 2022)

A Game-Theoretical Approach for Mitigating Edge DDoS Attack. - Qiang He 001; Cheng Wang 025; Guangming Cui; Bo Li 103; Rui Zhou 005; Qingguo Zhou; Yang Xiang 001; Hai Jin 001; Yun Yang 001 (IEEE Trans. Dependable Secur. Comput., 2022)

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 (IEEE Trans. Dependable Secur. Comput., 2022)

VulDeeLocator: A Deep Learning-Based Fine-Grained Vulnerability Detector. - Zhen Li 027; Deqing Zou; Shouhuai Xu; Zhaoxuan Chen; Yawei Zhu; Hai Jin 001 (IEEE Trans. Dependable Secur. Comput., 2022)

LaF: Lattice-Based and Communication-Efficient Federated Learning. - Peng Xu 003; Manqing Hu; Tianyang Chen; Wei Wang 088; Hai Jin 001 (IEEE Trans. Inf. Forensics Secur., 2022)

ROSE: Robust Searchable Encryption With Forward and Backward Security. - Peng Xu 003; Willy Susilo; Wei Wang 088; Tianyang Chen; Qianhong Wu; Kaitai Liang; Hai Jin 001 (IEEE Trans. Inf. Forensics Secur., 2022)

CRSM: Computation Reloading Driven by Spatial-Temporal Mobility in Edge-Assisted Automated Industrial Cyber-Physical Systems. - Xin Niu 001; Chen Yu 003; Hai Jin 001 (IEEE Trans. Ind. Informatics, 2022)

Relation and Entropy Weight-Aware Knowledge Graph Embedding for Cloud Manufacturing. - Feng Zhao 003; Langjunqing Jin; Laurence T. Yang; Hai Jin 001 (IEEE Trans. Ind. Informatics, 2022)

Multi-scale Features Fusion for the Detection of Tiny Bleeding in Wireless Capsule Endoscopy Images. - Feng Lu 003; Wei Li 058; Song Lin; Chengwangli Peng; Zhiyong Wang 001; Bin Qian 002; Rajiv Ranjan 001; Hai Jin 001; Albert Y. Zomaya (ACM Trans. Internet Things, 2022)

HQ2CL: A High-Quality Class Center Learning System for Deep Face Recognition. - Xianwei Lv 001; Chen Yu 003; Hai Jin 001; Kai Liu (IEEE Trans. Image Process., 2022)

FedBERT: When Federated Learning Meets Pre-training. - Yuanyishu Tian; Yao Wan 001; Lingjuan Lyu; Dezhong Yao 002; Hai Jin 001; Lichao Sun 001 (ACM Trans. Intell. Syst. Technol., 2022)

Privacy-Preserving Feature Extraction via Adversarial Training. - Xiaofeng Ding 001; Hongbiao Fang; Zhilin Zhang 001; Kim-Kwang Raymond Choo; Hai Jin 001 (IEEE Trans. Knowl. Data Eng., 2022)

Differentially Private Triangle Counting in Large Graphs. - Xiaofeng Ding 001; Shujun Sheng; Huajian Zhou; Xiaodong Zhang; Zhifeng Bao; Pan Zhou 001; Hai Jin 001 (IEEE Trans. Knowl. Data Eng., 2022)

Interference-Aware Game-Theoretic Device Allocation for Mobile Edge Computing. - Guangming Cui; Qiang He 001; Feifei Chen 001; Yiwen Zhang 001; Hai Jin 001; Yun Yang 001 (IEEE Trans. Mob. Comput., 2022)