| 2023 | MICRO | TT-GNN: Efficient On-Chip Graph Neural Network Training via Embedding Reformation and Hardware Optimization. | Zheng Qu, Dimin Niu, Shuangchen Li, Hongzhong Zheng, Yuan Xie |
| 2023 | PPoPP | Dynamic N: M Fine-Grained Structured Sparse Attention Mechanism. | Zhaodong Chen, Zheng Qu, Yuying Quan, Liu Liu, Yufei Ding, Yuan Xie |
| 2022 | ASPLOS | DOTA: detect and omit weak attentions for scalable transformer acceleration. | Zheng Qu, Liu Liu, Fengbin Tu, Zhaodong Chen, Yufei Ding, Yuan Xie |
| 2022 | ISCA | INSPIRE: in-storage private information retrieval via protocol and architecture co-design. | Jilan Lin, Ling Liang, Zheng Qu, Ishtiyaque Ahmad, Liu Liu, Fengbin Tu, Trinabh Gupta, Yufei Ding, Yuan Xie |
| 2021 | IROS | Coordinated Motion Generation and Object Placement: A Reactive Planning and Landing Approach. | Riddhiman Laha, Jonathan Vorndamme, Luis F. C. Figueredo, Zheng Qu, Abdalla Swikir, Christoph Jhne, Sami Haddadin |
| 2021 | MICRO | Improving Streaming Graph Processing Performance using Input Knowledge. | Abanti Basak, Zheng Qu, Jilan Lin, Alaa R. Alameldeen, Zeshan Chishti, Yufei Ding, Yuan Xie |
| 2021 | MICRO | ENMC: Extreme Near-Memory Classification via Approximate Screening. | Liu Liu, Jilan Lin, Zheng Qu, Yufei Ding, Yuan Xie |
| 2021 | SC | Efficient tensor core-based GPU kernels for structured sparsity under reduced precision. | Zhaodong Chen, Zheng Qu, Liu Liu, Yufei Ding, Yuan Xie |
| 2020 | MICRO | DUET: Boosting Deep Neural Network Efficiency on Dual-Module Architecture. | Liu Liu, Zheng Qu, Lei Deng, Fengbin Tu, Shuangchen Li, Xing Hu, Zhenyu Gu, Yufei Ding, Yuan Xie |
| 2019 | ICML | SAGA with Arbitrary Sampling. | Xun Qian, Zheng Qu, Peter Richtrik |
| 2018 | MICRO | A Network-Centric Hardware/Algorithm Co-Design to Accelerate Distributed Training of Deep Neural Networks. | Youjie Li, Jongse Park, Mohammad Alian, Yifan Yuan, Zheng Qu, Peitian Pan, Ren Wang, Alexander G. Schwing, Hadi Esmaeilzadeh, Nam Sung Kim |
| 2016 | ICML | SDNA: Stochastic Dual Newton Ascent for Empirical Risk Minimization. | Zheng Qu, Peter Richtrik, Martin Takc, Olivier Fercoq |
| 2016 | ICML | Even Faster Accelerated Coordinate Descent Using Non-Uniform Sampling. | Zeyuan Allen Zhu, Zheng Qu, Peter Richtrik, Yang Yuan |
| 2015 | ICML | Stochastic Dual Coordinate Ascent with Adaptive Probabilities. | Dominik Csiba, Zheng Qu, Peter Richtrik |
| 2012 | ISCC | The contract net based task allocation algorithm for wireless sensor network. | Lin Chen, Xuesong Qiu, Yang Yang, Zhipeng Gao, Zheng Qu |
| 2002 | IGARSS | Atmospheric correction of Hyperion data and techniques for dynamic scene correction. | Alexander F. H. Goetz, Mario Ferri, Bruce C. Kindel, Zheng Qu |