S Wu, G Li, L Deng, L Liu, D Wu, Y Xie, L Shi
IEEE transactions on neural networks and learning systems 30 (7), 2043-2051, 2018
193 2018 Dota: detect and omit weak attentions for scalable transformer acceleration Z Qu, L Liu, F Tu, Z Chen, Y Ding, Y Xie
Proceedings of the 27th ACM International Conference on Architectural …, 2022
78 2022 Dynamic Sparse Graph for Efficient Deep Learning L Liu, L Deng, X Hu, M Zhu, G Li, Y Ding, Y Xie
International Conference on Learning Representations (ICLR), 2019
68 2019 Leveraging 3D technologies for hardware security: Opportunities and challenges P Gu, S Li, D Stow, R Barnes, L Liu, Y Xie, E Kursun
Proceedings of the 26th edition on Great Lakes Symposium on VLSI, 347-352, 2016
51 2016 A 28nm 15.59 µJ/token full-digital bitline-transpose CIM-based sparse transformer accelerator with pipeline/parallel reconfigurable modes F Tu, Z Wu, Y Wang, L Liang, L Liu, Y Ding, L Liu, S Wei, Y Xie, S Yin
2022 IEEE International Solid-State Circuits Conference (ISSCC) 65, 466-468, 2022
50 2022 Nvsim-cam: a circuit-level simulator for emerging nonvolatile memory based content-addressable memory S Li, L Liu, P Gu, C Xu, Y Xie
2016 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 1-7, 2016
45 2016 Dynamic sparse attention for scalable transformer acceleration L Liu, Z Qu, Z Chen, F Tu, Y Ding, Y Xie
IEEE Transactions on Computers 71 (12), 3165-3178, 2022
39 * 2022 Efficient Tensor Core-Based GPU Kernels for Structured Sparsity under Reduced Precision Z Chen, Z Qu, L Liu, Y Ding, Y Xie
SC'21 - International Conference for High Performance Computing, Networking …, 2021
34 2021 DUET: Boosting Deep Neural Network Efficiency on Dual-Module Architecture L Liu, Z Qu, L Deng, F Tu, S Li, X Hu, Z Gu, Y Ding, Y Xie
53rd Annual IEEE/ACM International Symposium on Microarchitecture (MICRO), 2020
30 2020 π-RT: A Runtime Framework to Enable Energy-Efficient Real-Time Robotic Vision Applications on Heterogeneous Architectures L Liu, J Tang, S Liu, B Yu, Y Xie, JL Gaudiot
Computer 54 (4), 14-25, 2021
28 * 2021 Cnnlab: a novel parallel framework for neural networks using gpu and fpga-a practical study with trade-off analysis M Zhu, L Liu, C Wang, Y Xie
arXiv preprint arXiv:1606.06234, 2016
28 2016 Building energy-efficient multi-level cell STT-RAM caches with data compression L Liu, P Chi, S Li, Y Cheng, Y Xie
2017 22nd Asia and South Pacific Design Automation Conference (ASP-DAC), 751-756, 2017
27 2017 TranCIM: Full-digital bitline-transpose CIM-based sparse transformer accelerator with pipeline/parallel reconfigurable modes F Tu, Z Wu, Y Wang, L Liang, L Liu, Y Ding, L Liu, S Wei, Y Xie, S Yin
IEEE Journal of Solid-State Circuits 58 (6), 1798-1809, 2022
26 2022 INSPIRE: in -s torage p rivate i nformation re trieval via protocol and architecture co-design J Lin, L Liang, Z Qu, I Ahmad, L Liu, F Tu, T Gupta, Y Ding, Y Xie
Proceedings of the 49th Annual International Symposium on Computer …, 2022
25 2022 SemiMap: A semi-folded convolution mapping for speed-overhead balance on crossbars L Deng, L Liang, G Wang, L Chang, X Hu, X Ma, L Liu, J Pei, G Li, Y Xie
IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2018
24 2018 Dynamic n: M fine-grained structured sparse attention mechanism Z Chen, Z Qu, Y Quan, L Liu, Y Ding, Y Xie
Proceedings of the 28th ACM SIGPLAN Annual Symposium on Principles and …, 2023
20 2023 Boosting Deep Neural Network Efficiency with Dual-Module Inference L Liu, L Deng, Z Chen, Y Wang, S Li, J Zhang, Y Yang, Z Gu, Y Ding, ...
Thirty-seventh International Conference on Machine Learning (ICML), 2020
14 2020 Computation on sparse neural networks and its implications for future hardware F Sun, M Qin, T Zhang, L Liu, YK Chen, Y Xie
2020 57th ACM/IEEE Design Automation Conference (DAC), 1-6, 2020
13 * 2020 Fast object tracking on a many-core neural network chip L Deng, Z Zou, X Ma, L Liang, G Wang, X Hu, L Liu, J Pei, G Li, Y Xie
Frontiers in neuroscience 12, 841, 2018
12 2018 Ecssd: Hardware/data layout co-designed in-storage-computing architecture for extreme classification S Li, F Tu, L Liu, J Lin, Z Wang, Y Kang, Y Ding, Y Xie
Proceedings of the 50th Annual International Symposium on Computer …, 2023
11 2023 
Yuan XieChair Professor of Hong Kong University of Science and Technology (HKUST)بريد إلكتروني تم التحقق منه على ust.hk
