| Improving scalability of parallel CNN training by adjusting mini-batch size at run-time S Lee, Q Kang, S Madireddy, P Balaprakash, A Agrawal, A Choudhary, ... 2019 IEEE International Conference on Big Data (Big Data), 830-839, 2019 | 34 | 2019 |
| Improving all-to-many personalized communication in two-phase i/o Q Kang, R Ross, R Latham, S Lee, A Agrawal, A Choudhary, W Liao SC20: International Conference for High Performance Computing, Networking …, 2020 | 19 | 2020 |
| h5bench: HDF5 I/O kernel suite for exercising HPC I/O patterns T Li, S Byna, Q Koziol, H Tang, JL Bez, Q Kang Proceedings of Cray User Group Meeting, CUG 2021, 2021 | 18 | 2021 |
| Improving mpi collective i/o for high volume non-contiguous requests with intra-node aggregation Q Kang, S Lee, K Hou, R Ross, A Agrawal, A Choudhary, W Liao IEEE Transactions on Parallel and Distributed Systems 31 (11), 2682-2695, 2020 | 16 | 2020 |
| Scalable Algorithms for MPI Intergroup Allgather and Allgatherv Q Kang, JL Träff, R Al-Bahrani, A Agrawal, AN Choudhary, WK Liao Parallel Computing 85, 220-230, 2019 | 15 | 2019 |
| Towards autonomic science infrastructure: architecture, limitations, and open issues R Kettimuthu, Z Liu, I Foster, PH Beckman, A Sim, K Wu, W Liao, Q Kang, ... Proceedings of the 1st International Workshop on Autonomous Infrastructure …, 2018 | 15 | 2018 |
| Full-duplex inter-group all-to-all broadcast algorithms with optimal bandwidth Q Kang, JL Träff, R Al-Bahrani, A Agrawal, A Choudhary, W Liao Proceedings of the 25th European MPI Users' Group Meeting, 1-10, 2018 | 6 | 2018 |
| A hybrid training algorithm for recurrent neural network using particle swarm optimization-based preprocessing and temporal error aggregation Q Kang, WK Liao, A Agrawal, A Choudhary 2017 IEEE International Conference on Data Mining Workshops (ICDMW), 812-817, 2017 | 6 | 2017 |
| Optimizing performance of parallel I/O accesses to non-contiguous blocks in multiple array variables Q Kang, S Breitenfeld, K Hou, W Liao, R Ross, S Byna 2021 IEEE International Conference on Big Data (Big Data), 98-108, 2021 | 5 | 2021 |
| Communication-efficient local stochastic gradient descent for scalable deep learning S Lee, Q Kang, A Agrawal, A Choudhary, W Liao 2020 IEEE International Conference on Big Data (Big Data), 718-727, 2020 | 5 | 2020 |
| A filtering-based clustering algorithm for improving spatio-temporal kriging interpolation accuracy Q Kang, W Liao, A Agrawal, A Choudhary Proceedings of the 25th ACM international on conference on information and …, 2016 | 5 | 2016 |
| Asynchronous i/o strategy for large-scale deep learning applications S Lee, Q Kang, K Wang, J Balewski, A Sim, A Agrawal, A Choudhary, ... 2021 IEEE 28th International Conference on High Performance Computing, Data …, 2021 | 4 | 2021 |
| SIGRNN: Synthetic Minority Instances Generation in Imbalanced Datasets using a Recurrent Neural Network. R Al-Bahrani, D Jha, Q Kang, S Lee, Z Yang, WK Liao, A Agrawal, ... ICPRAM, 349-356, 2021 | 4 | 2021 |
| Spatiotemporal real-time anomaly detection for supercomputing systems Q Kang, A Agrawal, A Choudhary, A Sim, K Wu, R Kettimuthu, ... 2019 IEEE International Conference on Big Data (Big Data), 4381-4389, 2019 | 4 | 2019 |
| Data storage for hep experiments in the era of high-performance computing A Bashyal, P Van Gemmeren, S Sehrish, K Knoepfel, S Byna, Q Kang arXiv preprint arXiv:2203.07885, 2022 | 3 | 2022 |
| Improving scalability of parallel CNN training by adaptively adjusting parameter update frequency S Lee, Q Kang, R Al-Bahrani, A Agrawal, A Choudhary, W Liao Journal of Parallel and Distributed Computing 159, 10-23, 2022 | 3 | 2022 |
| Optimal algorithms for half-duplex inter-group all-to-all broadcast on fully connected and ring topologies Q Kang, A Agrawal, A Choudhary, W Liao Proc. Int. Conf. High Performance Computing, Networking, Storage and …, 2018 | 3 | 2018 |
| Predicting Resource Requirement in Intermediate Palomar Transient Factory Workflow Q Kang, A Sim, P Nugent, S Lee, W Liao, A Agrawal, A Choudhary, K Wu 2020 20th IEEE/ACM International Symposium on Cluster, Cloud and Internet …, 2020 | 2 | 2020 |
| Supporting Data Compression in PnetCDF K Hou, Q Kang, S Lee, A Agrawal, A Choudhary, W Liao 2021 IEEE International Conference on Big Data (Big Data), 86-97, 2021 | 1 | 2021 |
| Scalable Communication and I/O Algorithms for High Performance Computing Systems Q Kang Northwestern University, 2020 | 1 | 2020 |
Wei-keng LiaoNorthwestern UniversityVerified email at eecs.northwestern.edu