A statistical STT-RAM retention model for fast memory subsystem designs. - Zihao Liu 015; Wujie Wen; Lei Jiang 001; Yier Jin; Gang Quan (ASP-DAC, 2017)

MT-spike: A multilayer time-based spiking neuromorphic architecture with temporal error backpropagation. - Tao Liu 023; Zihao Liu 015; Fuhong Lin; Yier Jin; Gang Quan; Wujie Wen (ICCAD, 2017)

Security analysis and enhancement of model compressed deep learning systems under adversarial attacks. - Qi Liu 017; Tao Liu 023; Zihao Liu 015; Yanzhi Wang 001; Yier Jin; Wujie Wen (ASP-DAC, 2018)

DeepN-JPEG: a deep neural network favorable JPEG-based image compression framework. - Zihao Liu 015; Tao Liu 023; Wujie Wen; Lei Jiang 001; Jie Xu 001; Yanzhi Wang 001; Gang Quan (DAC, 2018)

An ECC-Free MLC STT-RAM Based Approximate Memory Design for Multimedia Applications. - Zihao Liu 015; Tao Liu 023; Jie Guo 002; Nansong Wu; Wujie Wen (ISVLSI, 2018)

Enhancing the Robustness of Deep Neural Networks from "Smart" Compression. - Tao Liu 023; Zihao Liu 015; Qi Liu 017; Wujie Wen (ISVLSI, 2018)

Feature Distillation: DNN-Oriented JPEG Compression Against Adversarial Examples. - Zihao Liu 015; Qi Liu 017; Tao Liu 023; Yanzhi Wang 001; Wujie Wen (CoRR, 2018)

TriZone: A Design of MLC STT-RAM Cache for Combined Performance, Energy, and Reliability Optimizations. - Zihao Liu 015; Mengjie Mao; Tao Liu 023; Xue Wang; Wujie Wen; Yiran Chen 001; Hai Li 001; Danghui Wang; Yukui Pei; Ning Ge 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2018)

Feature Distillation: DNN-Oriented JPEG Compression Against Adversarial Examples. - Zihao Liu 015; Qi Liu 017; Tao Liu 023; Nuo Xu; Xue Lin 001; Yanzhi Wang 001; Wujie Wen (CVPR, 2019)

Machine Vision Guided 3D Medical Image Compression for Efficient Transmission and Accurate Segmentation in the Clouds. - Zihao Liu 015; Xiaowei Xu 004; Tao Liu 023; Qi Liu 017; Yanzhi Wang 001; Yiyu Shi 001; Wujie Wen; Meiping Huang; Haiyun Yuan; Jian Zhuang (CVPR, 2019)

Thread Batching for High-performance Energy-efficient GPU Memory Design. - Bing Li 017; Mengjie Mao; Xiaoxiao Liu 001; Tao Liu 023; Zihao Liu 015; Wujie Wen; Yiran Chen 001; Hai (Helen) Li (ACM J. Emerg. Technol. Comput. Syst., 2019)

StegoNet: Turn Deep Neural Network into a Stegomalware. - Tao Liu 023; Zihao Liu 015; Qi Liu 017; Wujie Wen; Wenyao Xu; Ming Li 003 (ACSAC, 2020)

Do Noises Bother Human and Neural Networks In the Same Way? A Medical Image Analysis Perspective. - Shao-Cheng Wen; Yu-Jen Chen; Zihao Liu 015; Wujie Wen; Xiaowei Xu 004; Yiyu Shi 001; Tsung-Yi Ho; Qianjun Jia; Meiping Huang; Jian Zhuang (BIBM, 2020)

Monitoring the Health of Emerging Neural Network Accelerators with Cost-effective Concurrent Test. - Qi Liu 017; Tao Liu 023; Zihao Liu 015; Wujie Wen; Chengmo Yang (DAC, 2020)

Stealing Your Data from Compressed Machine Learning Models. - Nuo Xu; Qi Liu 017; Tao Liu 023; Zihao Liu 015; Xiaochen Guo; Wujie Wen (DAC, 2020)

Defending Deep Learning-Based Biomedical Image Segmentation from Adversarial Attacks: A Low-Cost Frequency Refinement Approach. - Qi Liu 017; Han Jiang; Tao Liu 023; Zihao Liu 015; Sicheng Li 001; Wujie Wen; Yiyu Shi 001 (MICCAI (4), 2020)

Orchestrating Medical Image Compression and Remote Segmentation Networks. - Zihao Liu 015; Sicheng Li 001; Yen-Kuang Chen; Tao Liu 023; Qi Liu 017; Xiaowei Xu 004; Yiyu Shi 001; Wujie Wen (MICCAI (4), 2020)

ShiftAddNet: A Hardware-Inspired Deep Network. - Haoran You; Xiaohan Chen 001; Yongan Zhang; Chaojian Li; Sicheng Li 001; Zihao Liu 015; Zhangyang Wang; Yingyan Lin 001 (NeurIPS, 2020)

AI-assisted ISP hyperparameter auto tuning. - Fa Xu; Zihao Liu 015; Yanheng Lu; Sicheng Li 001; Susong Xu; Yibo Fan; Yen-Kuang Chen (AICAS, 2023)

MIPI 2023 Challenge on Nighttime Flare Removal: Methods and Results. - Yuekun Dai; Chongyi Li; Shangchen Zhou; Ruicheng Feng; Qingpeng Zhu; Qianhui Sun 002; Wenxiu Sun; Chen Change Loy; Jinwei Gu; Shuai Liu 009; Hao Wang 073; Chaoyu Feng; et al. (CVPR Workshops, 2023)

NPS: A Framework for Accurate Program Sampling Using Graph Neural Network. - Yuanwei Fang; Zihao Liu 015; Yanheng Lu; Jiawei Liu 004; Jiajie Li; Yi Jin; Jian Chen; Yen-Kuang Chen; Hongzhong Zheng; Yuan Xie 001 (CoRR, 2023)

Zero-Shot Structure-Preserving Diffusion Model for High Dynamic Range Tone Mapping. - Ruoxi Zhu; Shusong Xu; Peiye Liu; Sicheng Li 001; Yanheng Lu; Dimin Niu; Zihao Liu 015; Zihao Meng; Zhiyong Li 016; Xinhua Chen; Yibo Fan (CVPR, 2024)

Auto-ISP: An Efficient Real-Time Automatic Hyperparameter Optimization Framework for ISP Hardware System. - Jiaming Liu; Zihao Liu 015; Xuan Huang; Ruoxi Zhu; Qi Zheng 004; Zhijian Hao; Tao Liu 023; Jun Tao 001; Yibo Fan (DAC, 2024)

Unicorn: Unified Neural Image Compression with One Number Reconstruction. - Qi Zheng 004; Haozhi Wang; Zihao Liu 015; Jiaming Liu; Peiye Liu; Zhijian Hao; Yanheng Lu; Dimin Niu; Jinjia Zhou; Ming-e Jing; Yibo Fan (CoRR, 2024)

Frequency-Biased Synergistic Design for Image Compression and Compensation. - Jiaming Liu; Qi Zheng 004; Zihao Liu 015; Yilian Zhong; Peiye Liu; Tao Liu 023; Shusong Xu; Yanheng Lu; Sicheng Li 001; Dimin Niu; Yibo Fan (CVPR, 2025)

Unicorn: Unified Neural Image Compression with One Number Reconstruction. - Qi Zheng 004; Haozhi Wang; Zihao Liu 015; Jiaming Liu; Zhijian Hao; Bu Chen; Min Li 033; Rui Wan; Peiye Liu; Yanheng Lu; Dimin Niu; Jinjia Zhou; et al. (ACM Multimedia, 2025)

Closely-Coupled Reconstruction and Generation for Blind Face Restoration. - Shichen Peng; Jiaming Liu; Zihao Liu 015; Hongzhong Zheng; Dimin Niu; Xiaoyang Zeng; Yibo Fan (IEEE Trans. Multim., 2026)