Qiao Kang

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 31

Top Topics

Stochastic Gradient Descent

Dependency Structure

Imbalanced Datasets

Top Venues

USENIX Security Symposium

J. Adv. Comput. Intell. Intell. Informatics

Publications

Qiao Kang, Jing Kan, Fangyan Dong, Kewei Chen
Semantic Similarity Analysis via Syntax Dependency Structure and Gate Recurrent Unit. J. Adv. Comput. Intell. Intell. Informatics 28 (1) (2024)
Zhilin Wang, Qiao Kang, Xinyi Zhang, Qin Hu
Defense Strategies Toward Model Poisoning Attacks in Federated Learning: A Survey. CoRR (2022)
Zhilin Wang, Qiao Kang, Xinyi Zhang, Qin Hu
Defense Strategies Toward Model Poisoning Attacks in Federated Learning: A Survey. WCNC (2022)
Sunwoo Lee, Qiao Kang, Reda Al-Bahrani, Ankit Agrawal, Alok N. Choudhary, Wei-keng Liao
Improving scalability of parallel CNN training by adaptively adjusting parameter update frequency. J. Parallel Distributed Comput. 159 (2022)
Kaiyuan Hou, Qiao Kang, Sunwoo Lee, Ankit Agrawal, Alok N. Choudhary, Wei-keng Liao
Supporting Data Compression in PnetCDF. IEEE BigData (2021)
Sunwoo Lee, Qiao Kang, Kewei Wang, Jan Balewski, Alex Sim, Ankit Agrawal, Alok N. Choudhary, Peter Nugent, Kesheng Wu, Wei-keng Liao
Asynchronous I/O Strategy for Large-Scale Deep Learning Applications. HiPC (2021)
Yiming Qiu, Jiarong Xing, Kuo-Feng Hsu, Qiao Kang, Ming Liu, Srinivas Narayana, Ang Chen
Automated SmartNIC Offloading Insights for Network Functions. SOSP (2021)
Zhonghao Li, Da Wang, Qiao Kang
The Development of Data Acquisition System of Formula SAE Race Car Based on CAN Bus Communication Interface and Closed-Loop Design of Racing Car. Wirel. Commun. Mob. Comput. 2021 (2021)
Qiao Kang, M. Scot Breitenfeld, Kaiyuan Hou, Wei-keng Liao, Robert B. Ross, Suren Byna
Optimizing Performance of Parallel I/O Accesses to Non-contiguous Blocks in Multiple Array Variables. IEEE BigData (2021)
Reda Al-Bahrani, Dipendra Jha, Qiao Kang, Sunwoo Lee, Zijiang Yang, Wei-Keng Liao, Ankit Agrawal, Alok N. Choudhary
SIGRNN: Synthetic Minority Instances Generation in Imbalanced Datasets using a Recurrent Neural Network. ICPRAM (2021)
Qiao Kang, Jiarong Xing, Yiming Qiu, Ang Chen
Probabilistic profiling of stateful data planes for adversarial testing. ASPLOS (2021)
Qiao Kang, Robert B. Ross, Robert Latham, Sunwoo Lee, Ankit Agrawal, Alok N. Choudhary, Wei-keng Liao
Improving all-to-many personalized communication in two-phase I/O. SC (2020)
Yiming Qiu, Qiao Kang, Ming Liu, Ang Chen
Clara: Performance Clarity for SmartNIC Offloading. HotNets (2020)
Qiao Kang, Lei Xue, Adam Morrison, Yuxin Tang, Ang Chen, Xiapu Luo
Programmable In-Network Security for Context-aware BYOD Policies. USENIX Security Symposium (2020)
Qiao Kang, Sunwoo Lee, Kaiyuan Hou, Robert B. Ross, Ankit Agrawal, Alok N. Choudhary, Wei-keng Liao
Improving MPI Collective I/O for High Volume Non-Contiguous Requests With Intra-Node Aggregation. IEEE Trans. Parallel Distributed Syst. 31 (11) (2020)
Jiarong Xing, Qiao Kang, Ang Chen
NetWarden: Mitigating Network Covert Channels while Preserving Performance. USENIX Security Symposium (2020)
Qiao Kang, Alex Sim, Peter Nugent, Sunwoo Lee, Wei-keng Liao, Ankit Agrawal, Alok N. Choudhary, Kesheng Wu
Predicting Resource Requirement in Intermediate Palomar Transient Factory Workflow. CCGRID (2020)
Xuewen Dong, Qiao Kang, Qingsong Yao, Di Lu, Yang Xu, Jia Liu
Towards Primary User Sybil-proofness for Online Spectrum Auction in Dynamic Spectrum Access. INFOCOM (2020)
Sunwoo Lee, Qiao Kang, Ankit Agrawal, Alok N. Choudhary, Wei-keng Liao
Communication-Efficient Local Stochastic Gradient Descent for Scalable Deep Learning. IEEE BigData (2020)
Xuewen Dong, Qiao Kang, Yang Xu, Zhuo Ma, Teng Li
Poster Abstract: A Practical Sybil-Proof Incentive Mechanism for Multichannel Allocation. INFOCOM Workshops (2019)
Qiao Kang, Sunwoo Lee, Kaiyuan Hou, Robert B. Ross, Ankit Agrawal, Alok N. Choudhary, Wei-keng Liao
Improving MPI Collective I/O Performance With Intra-node Request Aggregation. CoRR (2019)
Sunwoo Lee, Qiao Kang, Sandeep Madireddy, Prasanna Balaprakash, Ankit Agrawal, Alok N. Choudhary, Richard Archibald, Wei-keng Liao
Improving Scalability of Parallel CNN Training by Adjusting Mini-Batch Size at Run-Time. IEEE BigData (2019)
Qiao Kang, Jiarong Xing, Ang Chen
Automated Attack Discovery in Data Plane Systems. CSET @ USENIX Security Symposium (2019)
Qiao Kang, Ankit Agrawal, Alok N. Choudhary, Alex Sim, Kesheng Wu, Rajkumar Kettimuthu, Peter H. Beckman, Zhengchun Liu, Wei-keng Liao
Spatiotemporal Real-Time Anomaly Detection for Supercomputing Systems. IEEE BigData (2019)
Qiao Kang, Lei Xue, Adam Morrison, Yuxin Tang, Ang Chen, Xiapu Luo
Programmable In-Network Security for Context-aware BYOD Policies. CoRR (2019)
Qiao Kang, Jesper Larsson Träff, Reda Al-Bahrani, Ankit Agrawal, Alok N. Choudhary, Wei-keng Liao
Scalable Algorithms for MPI Intergroup Allgather and Allgatherv. Parallel Comput. 85 (2019)
Rajkumar Kettimuthu, Zhengchun Liu, Ian T. Foster, Peter H. Beckman, Alex Sim, Kesheng Wu, Wei-keng Liao, Qiao Kang, Ankit Agrawal, Alok N. Choudhary
Towards Autonomic Science Infrastructure: Architecture, Limitations, and Open Issues. AI-Science@HPDC (2018)
Guiqiang Ding, Lei Wang, Luming Wang, Qiao Kang
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 45 (9) (2018)
Qiao Kang, Jesper Larsson Träff, Reda Al-Bahrani, Ankit Agrawal, Alok N. Choudhary, Wei-keng Liao
Full-Duplex Inter-Group All-to-All Broadcast Algorithms with Optimal Bandwidth. EuroMPI (2018)
Qiao Kang, Wei-Keng Liao, Ankit Agrawal, Alok N. Choudhary
A Hybrid Training Algorithm for Recurrent Neural Network Using Particle Swarm Optimization-Based Preprocessing and Temporal Error Aggregation. ICDM Workshops (2017)
Qiao Kang, Wei-keng Liao, Ankit Agrawal, Alok N. Choudhary
A Filtering-based Clustering Algorithm for Improving Spatio-temporal Kriging Interpolation Accuracy. CIKM (2016)