Dynamic converter reconfiguration for near-threshold non-volatile processors using in-door energy harvesting. - Caiwen Ding; Hongjia Li 003; Jingtong Hu; Yongpan Liu; Yanzhi Wang (ICCD, 2016)

Luminescent solar concentrator-based photovoltaic reconfiguration for hybrid and plug-in electric vehicles. - Caiwen Ding; Hongjia Li 003; Weiwei Zheng; Yanzhi Wang; Naehyuck Chang; Xue Lin 001 (ICCD, 2016)

Deep reinforcement learning: Framework, applications, and embedded implementations: Invited paper. - Hongjia Li 003; Tianshu Wei; Ao Ren; Qi Zhu 002; Yanzhi Wang (ICCAD, 2017)

Fast and energy-aware resource provisioning and task scheduling for cloud systems. - Hongjia Li 003; Ji Li 006; Wang Yao; Shahin Nazarian; Xue Lin 001; Yanzhi Wang (ISQED, 2017)

Deep Reinforcement Learning: Framework, Applications, and Embedded Implementations. - Hongjia Li 003; Tianshu Wei; Ao Ren; Qi Zhu 002; Yanzhi Wang (CoRR, 2017)

FFT-based deep learning deployment in embedded systems. - Sheng Lin 001; Ning Liu 007; Mahdi Nazemi; Hongjia Li 003; Caiwen Ding; Yanzhi Wang; Massoud Pedram (DATE, 2018)

Reconfigurable Photovoltaic Systems for Electric Vehicles. - Caiwen Ding; Hongjia Li 003; Weiwei Zheng; Yanzhi Wang; Xue Lin 001 (IEEE Des. Test, 2018)

Deep reinforcement learning: Algorithm, applications, and ultra-low-power implementation. - Hongjia Li 003; Ruizhe Cai; Ning Liu 007; Xue Lin 001; Yanzhi Wang (Nano Commun. Networks, 2018)

ADMM-based Weight Pruning for Real-Time Deep Learning Acceleration on Mobile Devices. - Hongjia Li 003; Ning Liu 007; Xiaolong Ma; Sheng Lin 001; Shaokai Ye; Tianyun Zhang; Xue Lin 001; Wenyao Xu; Yanzhi Wang (ACM Great Lakes Symposium on VLSI, 2019)

Deep Compressed Pneumonia Detection for Low-Power Embedded Devices. - Hongjia Li 003; Sheng Lin 001; Ning Liu 007; Caiwen Ding; Yanzhi Wang (LABELS/HAL-MICCAI/CuRIOUS@MICCAI, 2019)

Fast and Accurate Trajectory Tracking for Unmanned Aerial Vehicles based on Deep Reinforcement Learning. - Yilan Li; Hongjia Li 003; Zhe Li 001; Haowen Fang; Amit K. Sanyal; Yanzhi Wang; Qinru Qiu (RTCSA, 2019)

Database and Benchmark for Early-stage Malicious Activity Detection in 3D Printing. - Xiaolong Ma; Zhe Li 001; Hongjia Li 003; Qiyuan An; Qinru Qiu; Wenyao Xu; Yanzhi Wang (ASP-DAC, 2020)

An Image Enhancing Pattern-Based Sparsity for Real-Time Inference on Mobile Devices. - Xiaolong Ma; Wei Niu 002; Tianyun Zhang; Sijia Liu 001; Sheng Lin 001; Hongjia Li 003; Wujie Wen; Xiang Chen 010; Jian Tang 008; Kaisheng Ma; Bin Ren 002; Yanzhi Wang (ECCV (13), 2020)

ASAP: An Analytical Strategy for AQFP Placement. - Yi-Chen Chang; Hongjia Li 003; Olivia Chen; Yanzhi Wang; Nobuyuki Yoshikawa; Tsung-Yi Ho (ICCAD, 2020)

New Passive and Active Attacks on Deep Neural Networks in Medical Applications. - Cheng Gongye; Hongjia Li 003; Xiang Zhang; Majid Sabbagh; Geng Yuan; Xue Lin 001; Thomas Wahl; Yunsi Fei (ICCAD, 2020)

An Image Enhancing Pattern-based Sparsity for Real-time Inference on Mobile Devices. - Xiaolong Ma; Wei Niu 002; Tianyun Zhang; Sijia Liu 001; Fu-Ming Guo; Sheng Lin 001; Hongjia Li 003; Xiang Chen 010; Jian Tang 008; Kaisheng Ma; Bin Ren 002; Yanzhi Wang (CoRR, 2020)

ESMFL: Efficient and Secure Models for Federated Learning. - Sheng Lin 001; Chenghong Wang; Hongjia Li 003; Jieren Deng; Yanzhi Wang; Caiwen Ding (CoRR, 2020)

YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-Design. - Yuxuan Cai 001; Hongjia Li 003; Geng Yuan; Wei Niu 002; Yanyu Li; Xulong Tang; Bin Ren 002; Yanzhi Wang (AAAI, 2021)

A Compression-Compilation Co-Design Framework Towards Real-Time Object Detection on Mobile Devices. - Yuxuan Cai 001; Geng Yuan; Hongjia Li 003; Wei Niu 002; Yanyu Li; Xulong Tang; Bin Ren 002; Yanzhi Wang (AAAI, 2021)

Real-Time Mobile Acceleration of DNNs: From Computer Vision to Medical Applications. - Hongjia Li 003; Geng Yuan; Wei Niu 002; Yuxuan Cai 001; Mengshu Sun; Zhengang Li; Bin Ren 002; Xue Lin 001; Yanzhi Wang (ASP-DAC, 2021)

Towards AQFP-Capable Physical Design Automation. - Hongjia Li 003; Mengshu Sun; Tianyun Zhang; Olivia Chen; Nobuyuki Yoshikawa; Bei Yu 001; Yanzhi Wang; Yibo Lin (DATE, 2021)

TAAS: a timing-aware analytical strategy for AQFP-capable placement automation. - Peiyan Dong; Yanyue Xie; Hongjia Li 003; Mengshu Sun; Olivia Chen; Nobuyuki Yoshikawa; Yanzhi Wang (DAC, 2022)

An Automatic and Efficient BERT Pruning for Edge AI Systems. - Shaoyi Huang; Ning Liu 007; Yueying Liang; Hongwu Peng; Hongjia Li 003; Dongkuan Xu; Mimi Xie; Caiwen Ding (ISQED, 2022)