Qinghua Zhou
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
21
Venues
13
Active years
2007–2026
Best venue rank
A*
Where they publish
Papers
21 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ASPLOS | MSCCL++: Rethinking GPU Communication Abstractions for AI Inference. | Changho Hwang, Peng Cheng, Roshan Dathathri, Abhinav Jangda, Saeed Maleki, Madan Musuvathi, Olli Saarikivi, Aashaka Shah, Ziyue Yang, Binyang Li, Caio Rocha, Qinghua Zhou, Mahdieh Ghazimirsaeed, Sreevatsa Anantharamu, Jithin Jose |
| 2025 | ICCV | Staining and Locking Computer Vision Models Without Retraining. | Oliver J. Sutton, Qinghua Zhou, George Leete, Alexander N. Gorban, Ivan Yu. Tyukin |
| 2024 | CCGRID | Accelerating Large Language Model Training with Hybrid GPU-based Compression. | Lang Xu, Quentin Anthony, Qinghua Zhou, Nawras Alnaasan, Radha Gulhane, Aamir Shafi, Hari Subramoni, Dhabaleswar K. D. K. Panda |
| 2024 | IJCNN | Weakly Supervised Learners for Correction of AI Errors with Provable Performance Guarantees. | Ivan Yu. Tyukin, Tatiana Tyukina, Daniel van Helden, Zedong Zheng, Evgeny M. Mirkes, Oliver J. Sutton, Qinghua Zhou, Alexander N. Gorban, Penelope M. Allison |
| 2023 | EMNLP | RWKV: Reinventing RNNs for the Transformer Era. | Bo Peng, Eric Alcaide, Quentin Anthony, Alon Albalak, Samuel Arcadinho, Stella Biderman, Huanqi Cao, Xin Cheng, Michael Chung, Leon Derczynski, Xingjian Du, Matteo Grella, Kranthi Kiran GV, Xuzheng He, Haowen Hou, Przemyslaw Kazienko, Jan Kocon, Jiaming Kong, Bartlomiej Koptyra, Hayden Lau, Jiaju Lin, Krishna Sri Ipsit Mantri, Ferdinand Mom, Atsushi Saito, Guangyu Song, Xiangru Tang, Johan S. Wind, Stanislaw Wozniak, Zhenyuan Zhang, Qinghua Zhou, Jian Zhu, Rui-Jie Zhu |
| 2023 | ICANN | The Boundaries of Verifiable Accuracy, Robustness, and Generalisation in Deep Learning. | Alexander Bastounis, Alexander N. Gorban, Anders C. Hansen, Desmond J. Higham, Danil V. Prokhorov, Oliver J. Sutton, Ivan Yu. Tyukin, Qinghua Zhou |
| 2023 | ICANN | Relative Intrinsic Dimensionality Is Intrinsic to Learning. | Oliver J. Sutton, Qinghua Zhou, Alexander N. Gorban, Ivan Yu. Tyukin |
| 2023 | IJCNN | Neuromorphic tuning of feature spaces to overcome the challenge of low-sample high-dimensional data. | Qinghua Zhou, Oliver J. Sutton, Yudong Zhang, Alexander N. Gorban, Valeri A. Makarov, Ivan Yu. Tyukin |
| 2023 | SC | MPI-xCCL: A Portable MPI Library over Collective Communication Libraries for Various Accelerators. | Chen-Chun Chen, Kawthar Shafie Khorassani, Pouya Kousha, Qinghua Zhou, Jinghan Yao, Hari Subramoni, Dhabaleswar K. Panda |
| 2023 | VR | Multi-Needle Particle Implantation Computer Assisted Surgery Based on Virtual Reality. | Wenjun Tan, Jinsong Wang, Peifang Huang, Guangqiang Yang, Qinghua Zhou |
| 2022 | HiPC | Designing Efficient Pipelined Communication Schemes using Compression in MPI Libraries. | Bharath Ramesh, Qinghua Zhou, Aamir Shafi, Mustafa Abduljabbar, Hari Subramoni, Dhabaleswar K. Panda |
| 2022 | HiPC | Accelerating Broadcast Communication with GPU Compression for Deep Learning Workloads. | Qinghua Zhou, Quentin Anthony, Aamir Shafi, Hari Subramoni, Dhabaleswar K. Panda |
| 2022 | IJCNN | Quasi-orthogonality and intrinsic dimensions as measures of learning and generalisation. | Qinghua Zhou, Alexander N. Gorban, Evgeny M. Mirkes, Jonathan Bac, Andrei Yu. Zinovyev, Ivan Yu. Tyukin |
| 2021 | IJCNN | Demystification of Few-shot and One-shot Learning. | Ivan Yu. Tyukin, Alexander N. Gorban, Muhammad H. Alkhudaydi, Qinghua Zhou |
| 2021 | UCC | Knowledge distillation for secondary pulmonary tuberculosis classification ensemble. | Qinghua Zhou, Hengde Zhu, Xin Zhang, Yudong Zhang |
| 2020 | CLUSTER | Dynamic Kernel Fusion for Bulk Non-contiguous Data Transfer on GPU Clusters. | Ching-Hsiang Chu, Kawthar Shafie Khorassani, Qinghua Zhou, Hari Subramoni, Dhabaleswar K. Panda |
| 2020 | SC | A hierarchical and load-aware design for large message neighborhood collectives. | S. Mahdieh Ghazimirsaeed, Qinghua Zhou, Amit Ruhela, Mohammadreza Bayatpour |
| 2010 | ICNC | Exponential stability of impulsive Cohen-Grossberg-type BAM neural networks with delays and diffusion terms. | Li Wan, Qinghua Zhou |
| 2010 | ICNC | Almost sure exponential stability of stochastic recurrent neural networks with time-varying delays. | Li Wan, Qinghua Zhou |
| 2008 | ICNC | Periodic Solution of Stochastic Recurrent Neural Networks with Delays. | Li Wan, Qinghua Zhou |
| 2007 | SMC | Dynamic flux balance analysis of metabolic networks using the penalty function methods. | Qinghua Zhou, Dan Wang, Momiao Xiong |