2024
Semantic Similarity Analysis via Syntax Dependency Structure and Gate Recurrent Unit.
J. Adv. Comput. Intell. Intell. Informatics, January, 2024
Transformer-based Sideslip Angle Estimation for Autonomous Vehicle Applications.
Proceedings of the 14th Asian Control Conference, 2024
2022
Improving scalability of parallel CNN training by adaptively adjusting parameter update frequency.
J. Parallel Distributed Comput., 2022
Defense Strategies Toward Model Poisoning Attacks in Federated Learning: A Survey.
Proceedings of the IEEE Wireless Communications and Networking Conference, 2022
2021
Automated SmartNIC Offloading Insights for Network Functions.
Proceedings of the SOSP '21: ACM SIGOPS 28th Symposium on Operating Systems Principles, 2021
SIGRNN: Synthetic Minority Instances Generation in Imbalanced Datasets using a Recurrent Neural Network.
Proceedings of the 10th International Conference on Pattern Recognition Applications and Methods, 2021
Asynchronous I/O Strategy for Large-Scale Deep Learning Applications.
Proceedings of the 28th IEEE International Conference on High Performance Computing, 2021
Optimizing Performance of Parallel I/O Accesses to Non-contiguous Blocks in Multiple Array Variables.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
Supporting Data Compression in PnetCDF.
Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021
Probabilistic profiling of stateful data planes for adversarial testing.
Proceedings of the ASPLOS '21: 26th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2021
2020
Improving MPI Collective I/O for High Volume Non-Contiguous Requests With Intra-Node Aggregation.
IEEE Trans. Parallel Distributed Syst., 2020
NetWarden: Mitigating Network Covert Channels while Preserving Performance.
Proceedings of the 29th USENIX Security Symposium, 2020
Programmable In-Network Security for Context-aware BYOD Policies.
Proceedings of the 29th USENIX Security Symposium, 2020
Improving all-to-many personalized communication in two-phase I/O.
Proceedings of the International Conference for High Performance Computing, 2020
Towards Primary User Sybil-proofness for Online Spectrum Auction in Dynamic Spectrum Access.
Proceedings of the 39th IEEE Conference on Computer Communications, 2020
Clara: Performance Clarity for SmartNIC Offloading.
Proceedings of the HotNets '20: The 19th ACM Workshop on Hot Topics in Networks, 2020
Predicting Resource Requirement in Intermediate Palomar Transient Factory Workflow.
Proceedings of the 20th IEEE/ACM International Symposium on Cluster, 2020
Communication-Efficient Local Stochastic Gradient Descent for Scalable Deep Learning.
Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020
2019
Scalable Algorithms for MPI Intergroup Allgather and Allgatherv.
Parallel Comput., 2019
Improving MPI Collective I/O Performance With Intra-node Request Aggregation.
CoRR, 2019
Automated Attack Discovery in Data Plane Systems.
Proceedings of the 12th USENIX Workshop on Cyber Security Experimentation and Test, 2019
Poster Abstract: A Practical Sybil-Proof Incentive Mechanism for Multichannel Allocation.
Proceedings of the IEEE INFOCOM 2019, 2019
Improving Scalability of Parallel CNN Training by Adjusting Mini-Batch Size at Run-Time.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
Spatiotemporal Real-Time Anomaly Detection for Supercomputing Systems.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019
2018
多核平台上针对seL4的分区机制研究 (Study of Partition Mechanism for seL4 on Multi-core Platform).
计算机科学, 2018
Full-Duplex Inter-Group All-to-All Broadcast Algorithms with Optimal Bandwidth.
Proceedings of the 25th European MPI Users' Group Meeting, 2018
Towards Autonomic Science Infrastructure: Architecture, Limitations, and Open Issues.
Proceedings of the 1st International Workshop on Autonomous Infrastructure for Science, 2018
2017
A Hybrid Training Algorithm for Recurrent Neural Network Using Particle Swarm Optimization-Based Preprocessing and Temporal Error Aggregation.
Proceedings of the 2017 IEEE International Conference on Data Mining Workshops, 2017
2016
A Filtering-based Clustering Algorithm for Improving Spatio-temporal Kriging Interpolation Accuracy.
Proceedings of the 25th ACM International Conference on Information and Knowledge Management, 2016