| CompressGraph: Efficient Parallel Graph Analytics with Rule-Based Compression Z Chen, F Zhang, JW Guan, J Zhai, X Shen, H Zhang, W Shu, X Du Proceedings of the ACM on Management of Data 1 (1), 1-31, 2023 | 19 | 2023 |
| Drew: Efficient winograd cnn inference with deep reuse R Wu, F Zhang, J Guan, Z Zheng, X Du, X Shen Proceedings of the ACM Web Conference 2022, 1807-1816, 2022 | 17 | 2022 |
| Space-Efficient TREC for Enabling Deep Learning on Microcontrollers J Liu, F Zhang, J Guan, HH Sung, X Guo, X Du, X Shen Proceedings of the 28th ACM International Conference on Architectural …, 2023 | 8 | 2023 |
| Homomorphic Compression: Making Text Processing on Compression Unlimited J Guan, F Zhang, S Ma, K Chen, Y Hu, Y Chen, A Pan, X Du Proceedings of the ACM on Management of Data 1 (4), 1-28, 2023 | 5 | 2023 |
| Expanding the edge: Enabling efficient winograd cnn inference with deep reuse on edge device F Zhang, R Wu, J Guan, Z Zheng, X Guo, X Zhang, X Du, X Shen IEEE Transactions on Knowledge and Data Engineering 35 (10), 10181-10196, 2023 | 4 | 2023 |
| TREC: Transient Redundancy Elimination-based Convolution J Guan, F Zhang, J Liu, HH Sung, R Wu, X Du, X Shen Advances in Neural Information Processing Systems 35, 26578-26589, 2022 | 3 | 2022 |
| Improving Graph Compression for Efficient Resource-Constrained Graph Analytics Q Xu, J Yang, F Zhang, Z Chen, J Guan, K Chen, J Fan, Y Shen, K Yang, ... Proceedings of the VLDB Endowment 17 (9), 2212-2226, 2024 | 1 | 2024 |
| Enabling Efficient Deep Learning on MCU with Transient Redundancy Elimination J Liu, F Zhang, J Guan, HH Sung, X Guo, S Long, X Du, X Shen IEEE Transactions on Computers, 2024 | | 2024 |
| HocoPG: A Database System with Homomorphic Compression for Text Processing J Guan, F Zhang, Y Tang, W Ye, X Du Proceedings of the VLDB Endowment 17 (12), 4477-4480, 2024 | | 2024 |
| UQ-Guided Hyperparameter Optimization J Liu, J Guan, F Zhang, X Shen | | 2024 |