A Filtering-based Clustering Algorithm for Improving Spatio-temporal Kriging Interpolation Accuracy. - Qiao Kang; Wei-keng Liao; Ankit Agrawal 001; Alok N. Choudhary (CIKM, 2016)

A Hybrid Training Algorithm for Recurrent Neural Network Using Particle Swarm Optimization-Based Preprocessing and Temporal Error Aggregation. - Qiao Kang; Wei-Keng Liao; Ankit Agrawal 001; Alok N. Choudhary (ICDM Workshops, 2017)

Towards Autonomic Science Infrastructure: Architecture, Limitations, and Open Issues. - Rajkumar Kettimuthu; Zhengchun Liu; Ian T. Foster; Peter H. Beckman; Alex Sim; Kesheng Wu; Wei-keng Liao; Qiao Kang; Ankit Agrawal 001; Alok N. Choudhary (AI-Science@HPDC, 2018)

Full-Duplex Inter-Group All-to-All Broadcast Algorithms with Optimal Bandwidth. - Qiao Kang; Jesper Larsson Träff; Reda Al-Bahrani; Ankit Agrawal 001; Alok N. Choudhary; Wei-keng Liao (EuroMPI, 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). - Guiqiang Ding; Lei Wang 126; Luming Wang; Qiao Kang (计算机科学, 2018)

Spatiotemporal Real-Time Anomaly Detection for Supercomputing Systems. - Qiao Kang; Ankit Agrawal 001; Alok N. Choudhary; Alex Sim; Kesheng Wu; Rajkumar Kettimuthu; Peter H. Beckman; Zhengchun Liu; Wei-keng Liao (IEEE BigData, 2019)

Improving Scalability of Parallel CNN Training by Adjusting Mini-Batch Size at Run-Time. - Sunwoo Lee 001; Qiao Kang; Sandeep Madireddy; Prasanna Balaprakash; Ankit Agrawal 001; Alok N. Choudhary; Richard Archibald; Wei-keng Liao (IEEE BigData, 2019)

Poster Abstract: A Practical Sybil-Proof Incentive Mechanism for Multichannel Allocation. - Xuewen Dong; Qiao Kang; Yang Xu 012; Zhuo Ma 001; Teng Li 003 (INFOCOM Workshops, 2019)

Automated Attack Discovery in Data Plane Systems. - Qiao Kang; Jiarong Xing; Ang Chen 001 (CSET @ USENIX Security Symposium, 2019)

Improving MPI Collective I/O Performance With Intra-node Request Aggregation. - Qiao Kang; Sunwoo Lee 001; Kaiyuan Hou; Robert B. Ross; Ankit Agrawal 001; Alok N. Choudhary; Wei-keng Liao (CoRR, 2019)

Scalable Algorithms for MPI Intergroup Allgather and Allgatherv. - Qiao Kang; Jesper Larsson Träff; Reda Al-Bahrani; Ankit Agrawal 001; Alok N. Choudhary; Wei-keng Liao (Parallel Comput., 2019)

Communication-Efficient Local Stochastic Gradient Descent for Scalable Deep Learning. - Sunwoo Lee 001; Qiao Kang; Ankit Agrawal 001; Alok N. Choudhary; Wei-keng Liao (IEEE BigData, 2020)

Predicting Resource Requirement in Intermediate Palomar Transient Factory Workflow. - Qiao Kang; Alex Sim; Peter Nugent; Sunwoo Lee 001; Wei-keng Liao; Ankit Agrawal 001; Alok N. Choudhary; Kesheng Wu (CCGRID, 2020)

Clara: Performance Clarity for SmartNIC Offloading. - Yiming Qiu; Qiao Kang; Ming Liu 027; Ang Chen 001 (HotNets, 2020)

Towards Primary User Sybil-proofness for Online Spectrum Auction in Dynamic Spectrum Access. - Xuewen Dong; Qiao Kang; Qingsong Yao; Di Lu 001; Yang Xu 012; Jia Liu 009 (INFOCOM, 2020)

Improving all-to-many personalized communication in two-phase I/O. - Qiao Kang; Robert B. Ross; Robert Latham; Sunwoo Lee 001; Ankit Agrawal 001; Alok N. Choudhary; Wei-keng Liao (SC, 2020)

Programmable In-Network Security for Context-aware BYOD Policies. - Qiao Kang; Lei Xue 001; Adam Morrison 003; Yuxin Tang; Ang Chen 001; Xiapu Luo (USENIX Security Symposium, 2020)

NetWarden: Mitigating Network Covert Channels while Preserving Performance. - Jiarong Xing; Qiao Kang; Ang Chen 001 (USENIX Security Symposium, 2020)

Improving MPI Collective I/O for High Volume Non-Contiguous Requests With Intra-Node Aggregation. - Qiao Kang; Sunwoo Lee 001; Kaiyuan Hou; Robert B. Ross; Ankit Agrawal 001; Alok N. Choudhary; Wei-keng Liao (IEEE Trans. Parallel Distributed Syst., 2020)

Probabilistic profiling of stateful data planes for adversarial testing. - Qiao Kang; Jiarong Xing; Yiming Qiu; Ang Chen 001 (ASPLOS, 2021)

Supporting Data Compression in PnetCDF. - Kaiyuan Hou; Qiao Kang; Sunwoo Lee 001; Ankit Agrawal 001; Alok N. Choudhary; Wei-keng Liao (IEEE BigData, 2021)

Optimizing Performance of Parallel I/O Accesses to Non-contiguous Blocks in Multiple Array Variables. - Qiao Kang; M. Scot Breitenfeld; Kaiyuan Hou; Wei-keng Liao; Robert B. Ross; Suren Byna (IEEE BigData, 2021)

Asynchronous I/O Strategy for Large-Scale Deep Learning Applications. - Sunwoo Lee 001; Qiao Kang; Kewei Wang 002; Jan Balewski; Alex Sim; Ankit Agrawal 001; Alok N. Choudhary; Peter Nugent; Kesheng Wu; Wei-keng Liao (HiPC, 2021)

SIGRNN: Synthetic Minority Instances Generation in Imbalanced Datasets using a Recurrent Neural Network. - Reda Al-Bahrani; Dipendra Jha; Qiao Kang; Sunwoo Lee 001; Zijiang Yang 008; Wei-Keng Liao; Ankit Agrawal 001; Alok N. Choudhary (ICPRAM, 2021)

Automated SmartNIC Offloading Insights for Network Functions. - Yiming Qiu; Jiarong Xing; Kuo-Feng Hsu; Qiao Kang; Ming Liu 027; Srinivas Narayana; Ang Chen 001 (SOSP, 2021)

Defense Strategies Toward Model Poisoning Attacks in Federated Learning: A Survey. - Zhilin Wang; Qiao Kang; Xinyi Zhang; Qin Hu 001 (WCNC, 2022)

Improving scalability of parallel CNN training by adaptively adjusting parameter update frequency. - Sunwoo Lee 001; Qiao Kang; Reda Al-Bahrani; Ankit Agrawal 001; Alok N. Choudhary; Wei-keng Liao (J. Parallel Distributed Comput., 2022)

Transformer-based Sideslip Angle Estimation for Autonomous Vehicle Applications. - Dele Meng; Zongxuan Li; Hongqing Chu; Mengjian Tian; Qiao Kang; Bingzhao Gao (ASCC, 2024)

Semantic Similarity Analysis via Syntax Dependency Structure and Gate Recurrent Unit. - Qiao Kang; Jing Kan; Fangyan Dong; Kewei Chen (J. Adv. Comput. Intell. Intell. Informatics, 2024)