Hodec: Towards efficient high-order decomposed convolutional neural networks M Yin, Y Sui, W Yang, X Zang, Y Gong, B Yuan
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
20 2022 HALOC: Hardware-Aware Automatic Low-Rank Compression for Compact Neural Networks J Xiao, C Zhang, Y Gong, M Yin, Y Sui, L Xiang, D Tao, B Yuan
AAAI, 2023
17 2023 N3h-core: Neuron-designed neural network accelerator via fpga-based heterogeneous computing cores Y Gong, Z Xu, Z He, W Zhang, X Tu, X Liang, L Jiang
Proceedings of the 2022 ACM/SIGDA International Symposium on Field …, 2022
17 2022 ETTE: Efficient tensor-train-based computing engine for deep neural networks Y Gong, M Yin, L Huang, J Xiao, Y Sui, C Deng, B Yuan
Proceedings of the 50th Annual International Symposium on Computer …, 2023
10 2023 COMCAT: towards efficient compression and customization of attention-based vision models J Xiao, M Yin, Y Gong, X Zang, J Ren, B Yuan
arXiv preprint arXiv:2305.17235, 2023
9 2023 ELRT: Efficient Low-Rank Training for Compact Convolutional Neural Networks Y Sui, M Yin, Y Gong, J Xiao, H Phan, B Yuan
arXiv preprint arXiv:2401.10341, 2024
8 2024 Algorithm and hardware co-design of energy-efficient LSTM networks for video recognition with hierarchical tucker tensor decomposition Y Gong, M Yin, L Huang, C Deng, B Yuan
IEEE Transactions on Computers 71 (12), 3101-3114, 2022
8 2022 MOPED: Efficient Motion Planning Engine with Flexible Dimension Support L Huang, Y Gong, Y Sui, X Zang, B Yuan
2024 IEEE International Symposium on High-Performance Computer Architecture …, 2024
4 2024 Img-smp: Algorithm and hardware co-design for real-time energy-efficient neural motion planning L Huang, X Zang, Y Gong, C Deng, J Yi, B Yuan
Proceedings of the Great Lakes Symposium on VLSI 2022, 373-377, 2022
4 2022 Co-exploring structured sparsification and low-rank tensor decomposition for compact dnns Y Sui, M Yin, Y Gong, B Yuan
IEEE Transactions on Neural Networks and Learning Systems, 2024
3 2024 MoE-I C Yang, Y Sui, J Xiao, L Huang, Y Gong, Y Duan, W Jia, M Yin, Y Cheng, ...
arXiv preprint arXiv:2411.01016, 2024
2 2024 Accelerable lottery tickets with the mixed-precision quantization Z Li, Y Gong, Z Zhang, X Xue, T Chen, Y Liang, B Yuan, Z Wang
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023
2 2023 Hardware architecture of graph neural network-enabled motion planner L Huang, X Zang, Y Gong, B Yuan
Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided …, 2022
2 2022 DiMO-Sparse: Differentiable Modeling and Optimization of Sparse CNN Dataflow and Hardware Architecture J Song, R Liang, Y Gong, B Yuan, J Hu
2024 Design, Automation & Test in Europe Conference & Exhibition (DATE), 1-6, 2024
1 2024 Vlsi hardware architecture of neural a* path planner L Huang, X Zang, Y Gong, B Zhang, B Yuan
2022 56th Asilomar Conference on Signals, Systems, and Computers, 334-338, 2022
1 2022 Algorithm and Hardware Co-Design for Energy-Efficient Neural SLAM L Huang, C Yang, Y Gong, Y Sui, X Zang, A Goeckner, Q Zhu, B Yuan
Proceedings of the 61st ACM/IEEE Design Automation Conference, 1-4, 2024
2024 CEPD: Co-Exploring Pruning and Decomposition for Compact DNN Models Y Sui, W Yang, M Yin, Y Gong, B Yuan
2022