| Feature distillation: Dnn-oriented jpeg compression against adversarial examples Z Liu, Q Liu, T Liu, N Xu, X Lin, Y Wang, W Wen 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR …, 2019 | 251 | 2019 |
| DeepN-JPEG: A deep neural network favorable JPEG-based image compression framework Z Liu, T Liu, W Wen, L Jiang, J Xu, Y Wang, G Quan Proceedings of the 55th annual design automation conference, 1-6, 2018 | 113 | 2018 |
| A fault-tolerant neural network architecture T Liu, W Wen, L Jiang, Y Wang, C Yang, G Quan Proceedings of the 56th Annual Design Automation Conference 2019, 1-6, 2019 | 67 | 2019 |
| Tiny but accurate: A pruned, quantized and optimized memristor crossbar framework for ultra efficient dnn implementation X Ma, G Yuan, S Lin, C Ding, F Yu, T Liu, W Wen, X Chen, Y Wang 2020 25th Asia and South Pacific design automation conference (ASP-DAC), 301-306, 2020 | 56 | 2020 |
| Security analysis and enhancement of model compressed deep learning systems under adversarial attacks Q Liu, T Liu, Z Liu, Y Wang, Y Jin, W Wen 2018 23rd Asia and South Pacific Design Automation Conference (ASP-DAC), 721-726, 2018 | 54 | 2018 |
| Machine vision guided 3d medical image compression for efficient transmission and accurate segmentation in the clouds Z Liu, X Xu, T Liu, Q Liu, Y Wang, Y Shi, W Wen, M Huang, H Yuan, ... Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2019 | 44 | 2019 |
| Mt-spike: A multilayer time-based spiking neuromorphic architecture with temporal error backpropagation T Liu, Z Liu, F Lin, Y Jin, G Quan, W Wen 2017 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 450-457, 2017 | 43 | 2017 |
| SIN2: Stealth infection on neural network — A low-cost agile neural Trojan attack methodology T Liu, W Wen, Y Jin 2018 IEEE International Symposium on Hardware Oriented Security and Trust …, 2018 | 42 | 2018 |
| StegoNet: Turn deep neural network into a stegomalware T Liu, Z Liu, Q Liu, W Wen, W Xu, M Li Proceedings of the 36th Annual Computer Security Applications Conference …, 2020 | 33 | 2020 |
| Pt-spike: A precise-time-dependent single spike neuromorphic architecture with efficient supervised learning T Liu, L Jiang, Y Jin, G Quan, W Wen 2018 23rd Asia and South Pacific Design Automation Conference (ASP-DAC), 568-573, 2018 | 12 | 2018 |
| Monitoring the health of emerging neural network accelerators with cost-effective concurrent test Q Liu, T Liu, Z Liu, W Wen, C Yang 2020 57th ACM/IEEE Design Automation Conference (DAC), 1-6, 2020 | 11 | 2020 |
| Defending deep learning-based biomedical image segmentation from adversarial attacks: a low-cost frequency refinement approach Q Liu, H Jiang, T Liu, Z Liu, S Li, W Wen, Y Shi Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020 | 11 | 2020 |
| Sac: A novel multi-hop routing policy in hybrid distributed iot system based on multi-agent reinforcement learning W Zhang, T Liu, M Xie, J Zhang, C Pan 2021 22nd International Symposium on Quality Electronic Design (ISQED), 129-134, 2021 | 6 | 2021 |
| Orchestrating medical image compression and remote segmentation networks Z Liu, S Li, Y Chen, T Liu, Q Liu, X Xu, Y Shi, W Wen Medical Image Computing and Computer Assisted Intervention–MICCAI 2020: 23rd …, 2020 | 6 | 2020 |
| TriZone: A design of MLC STT-RAM cache for combined performance, energy, and reliability optimizations Z Liu, M Mao, T Liu, X Wang, W Wen, Y Chen, H Li, D Wang, Y Pei, N Ge IEEE Transactions on Computer-Aided Design of Integrated Circuits and …, 2017 | 6 | 2017 |
| Energy harvesting aware multi-hop routing policy in distributed iot system based on multi-agent reinforcement learning W Zhang, T Liu, M Xie, L Li, D Kar, C Pan 2022 27th Asia and South Pacific Design Automation Conference (ASP-DAC), 562-567, 2022 | 5 | 2022 |
| A system-level perspective to understand the vulnerability of deep learning systems T Liu, N Xu, Q Liu, Y Wang, W Wen Proceedings of the 24th Asia and South Pacific Design Automation Conference …, 2019 | 5 | 2019 |
| An ECC-free MLC STT-RAM based approximate memory design for multimedia applications Z Liu, T Liu, J Guo, N Wu, W Wen 2018 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 142-147, 2018 | 5 | 2018 |
| M2M-routing: Environmental adaptive multi-agent reinforcement learning based multi-hop routing policy for self-powered IoT systems W Zhang, J Zhang, M Xie, T Liu, W Wang, C Pan 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE), 316-321, 2022 | 4 | 2022 |
| Making the fault-tolerance of emerging neural network accelerators scalable T Liu, W Wen 2019 IEEE/ACM International Conference on Computer-Aided Design (ICCAD), 1-5, 2019 | 4 | 2019 |
