DA-RAID-5: a disturb aware data protection technique for NAND flash storage systems. - Jie Guo 002; Wujie Wen; Yaojun Zhang; Sicheng Li 001; Hai Li 001; Yiran Chen 001 (DATE, 2013)

FPGA Acceleration of Recurrent Neural Network Based Language Model. - Sicheng Li 001; Chunpeng Wu; Hai Li 001; Boxun Li; Yu Wang 002; Qinru Qiu (FCCM, 2015)

ApesNet: A Pixel-wise Efficient Segmentation Network. - Chunpeng Wu; Hsin-Pai Cheng; Sicheng Li 001; Hai Helen Li; Yiran Chen 001 (ESTIMedia, 2016)

A data locality-aware design framework for reconfigurable sparse matrix-vector multiplication kernel. - Sicheng Li 001; Yandan Wang; Wujie Wen; Yu Wang 002; Yiran Chen 001; Hai Li 001 (ICCAD, 2016)

Heterogeneous systems with reconfigurable neuromorphic computing accelerators. - Sicheng Li 001; Xiaoxiao Liu 001; Mengjie Mao; Hai (Helen) Li; Yiran Chen 001; Boxun Li; Yu Wang 002 (ISCAS, 2016)

ApesNet: a pixel-wise efficient segmentation network for embedded devices. - Chunpeng Wu; Hsin-Pai Cheng; Sicheng Li 001; Hai (Helen) Li; Yiran Chen 001 (IET Cyper-Phys. Syst.: Theory & Appl., 2016)

Understanding the design of IBM neurosynaptic system and its tradeoffs: A user perspective. - Hsin-Pai Cheng; Wei Wen; Chunpeng Wu; Sicheng Li 001; Hai Helen Li; Yiran Chen 001 (DATE, 2017)

An FPGA Design Framework for CNN Sparsification and Acceleration. - Sicheng Li 001; Wei Wen; Yu Wang 002; Song Han 003; Yiran Chen 001; Hai Li 001 (FCCM, 2017)

Running sparse and low-precision neural network: When algorithm meets hardware. - Bing Li 017; Wei Wen; Jiachen Mao; Sicheng Li 001; Yiran Chen 001; Hai Helen Li (ASP-DAC, 2018)

MAT: A Multi-strength Adversarial Training Method to Mitigate Adversarial Attacks. - Chang Song 001; Hsin-Pai Cheng; Huanrui Yang; Sicheng Li 001; Chunpeng Wu; Qing Wu 002; Yiran Chen 001; Hai Li 001 (ISVLSI, 2018)

Neuromorphic computing's yesterday, today, and tomorrow - an evolutional view. - Yiran Chen 001; Hai (Helen) Li; Chunpeng Wu; Chang Song 001; Sicheng Li 001; Chuhan Min; Hsin-Pai Cheng; Wei Wen; Xiaoxiao Liu 001 (Integr., 2018)

Ultra-thin Skin Electronics for High Quality and Continuous Skin-Sensor-Silicon Interfacing. - Leilai Shao; Sicheng Li 001; Ting Lei; Tsung-Ching Huang; Raymond G. Beausoleil; Zhenan Bao; Kwang-Ting Cheng (DAC, 2019)

Process Design Kit and Design Automation for Flexible Hybrid Electronics. - Tsung-Ching Huang; Ting Lei; Leilai Shao; Sridhar Sivapurapu; Madhavan Swaminathan; Sicheng Li 001; Zhenan Bao; Kwang-Ting Cheng; Raymond G. Beausoleil (VLSI-DAT, 2019)

Compact Modeling of Thin-Film Transistors for Flexible Hybrid IoT Design. - Leilai Shao; Ting Lei; Tsung-Ching Huang; Sicheng Li 001; Ta-Ya Chu; Man Wong; Raymond G. Beausoleil; Zhenan Bao; Kwang-Ting Cheng (IEEE Des. Test, 2019)

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; Sicheng Li 001; Wujie Wen; Yiyu Shi 001 (MICCAI (4), 2020)

Orchestrating Medical Image Compression and Remote Segmentation Networks. - Zihao Liu; 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; Yongan Zhang; Chaojian Li; Sicheng Li 001; Zihao Liu; Zhangyang Wang; Yingyan Lin (NeurIPS, 2020)

Adversarial Attack: A New Threat to Smart Devices and How to Defend It. - Chang Song 001; Hsin-Pai Cheng; Huanrui Yang; Sicheng Li 001; Chunpeng Wu; Qing Wu 002; Hai Li 001 (IEEE Consumer Electron. Mag., 2020)

LotteryFL: Personalized and Communication-Efficient Federated Learning with Lottery Ticket Hypothesis on Non-IID Datasets. - Ang Li 005; Jingwei Sun 002; Binghui Wang; Lin Duan; Sicheng Li 001; Yiran Chen 001; Hai Li 001 (CoRR, 2020)

LotteryFL: Empower Edge Intelligence with Personalized and Communication-Efficient Federated Learning. - Ang Li 005; Jingwei Sun 002; Binghui Wang; Lin Duan; Sicheng Li 001; Yiran Chen 001; Hai Li 001 (SEC, 2021)

MIA-Former: Efficient and Robust Vision Transformers via Multi-Grained Input-Adaptation. - Zhongzhi Yu; Yonggan Fu; Sicheng Li 001; Chaojian Li; Yingyan Lin (AAAI, 2022)

2022 ICCAD CAD Contest Problem C: Microarchitecture Design Space Exploration. - Sicheng Li 001; Chen Bai; Xuechao Wei; Bizhao Shi; Yen-Kuang Chen; Yuan Xie 001 (ICCAD, 2022)

AI-assisted ISP hyperparameter auto tuning. - Fa Xu; Zihao Liu; 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)

ArchExplorer: Microarchitecture Exploration Via Bottleneck Analysis. - Chen Bai; Jiayi Huang 001; Xuechao Wei; Yuzhe Ma; Sicheng Li 001; Hongzhong Zheng; Bei Yu 001; Yuan Xie 001 (MICRO, 2023)

ASAP: Accurate Synthesis Analysis and Prediction with Multi-Task Learning. - Yikang Ouyang; Sicheng Li 001; Dongsheng Zuo; Hanwei Fan; Yuzhe Ma (MLCAD, 2023)

Efficient Super-Resolution System With Block-Wise Hybridization and Quantized Winograd on FPGA. - Bizhao Shi; Jiaxi Zhang 001; Zhuolun He; Xuechao Wei; Sicheng Li 001; Guojie Luo; Hongzhong Zheng; Yuan Xie 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 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; Zihao Meng; Zhiyong Li 016; Xinhua Chen; Yibo Fan (CVPR, 2024)

Explainable Fuzzy Neural Network with Multi-Fidelity Reinforcement Learning for Micro-Architecture Design Space Exploration. - Hanwei Fan; Ya Wang; Sicheng Li 001; Tingyuan Liang; Wei Zhang 012 (DAC, 2024)

A Modular Branch Predictor Performance Analysis Framework for Fast Design Space Exploration. - Ya Wang; Hanwei Fan; Sicheng Li 001; Tingyuan Liang; Wei Zhang 012 (DATE, 2024)

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

A Tightly Coupled AI-ISP Vision Processor. - Hao Zhang 126; Sicheng Li 001; Yupeng Gui; Zhiyong Li 016; Shusong Xu; Yanheng Lu; Dimin Niu; Hongzhong Zheng; Yen-Kuang Chen; Yuan Xie 001; Yibo Fan (IEEE Trans. Circuits Syst. Video Technol., 2025)