Hongjia Li - RankMe

27 papers A* 3A 5B 1C 2Journal 9Unranked 7

Year	Rank	Type	Title / Venue / Authors
2022	—	`conf`	An Automatic and Efficient BERT Pruning for Edge AI Systems. ISQED Shaoyi Huang, Ning Liu, Yueying Liang, Hongwu Peng, Hongjia Li, Dongkuan Xu, Mimi Xie, Caiwen Ding
2022	J	`jnl`	An Automatic and Efficient BERT Pruning for Edge AI Systems. CoRR Shaoyi Huang, Ning Liu, Yueying Liang, Hongwu Peng, Hongjia Li, Dongkuan Xu, Mimi Xie, Caiwen Ding
2022	A*	`conf`	TAAS: a timing-aware analytical strategy for AQFP-capable placement automation. DAC Peiyan Dong, Yanyue Xie, Hongjia Li, Mengshu Sun, Olivia Chen, Nobuyuki Yoshikawa, Yanzhi Wang
2021	A*	`conf`	A Compression-Compilation Co-Design Framework Towards Real-Time Object Detection on Mobile Devices. AAAI Yuxuan Cai, Geng Yuan, Hongjia Li, Wei Niu, Yanyu Li, Xulong Tang, Bin Ren, Yanzhi Wang
2021	—	`conf`	Real-Time Mobile Acceleration of DNNs: From Computer Vision to Medical Applications. ASP-DAC Hongjia Li, Geng Yuan, Wei Niu, Yuxuan Cai, Mengshu Sun, Zhengang Li, Bin Ren, Xue Lin, Yanzhi Wang
2021	A	`conf`	Towards AQFP-Capable Physical Design Automation. DATE Hongjia Li, Mengshu Sun, Tianyun Zhang, Olivia Chen, Nobuyuki Yoshikawa, Bei Yu, Yanzhi Wang, Yibo Lin
2021	A*	`conf`	YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-Design. AAAI Yuxuan Cai, Hongjia Li, Geng Yuan, Wei Niu, Yanyu Li, Xulong Tang, Bin Ren, Yanzhi Wang
2020	A	`conf`	ASAP: An Analytical Strategy for AQFP Placement. ICCAD Yi-Chen Chang, Hongjia Li, Olivia Chen, Yanzhi Wang, Nobuyuki Yoshikawa, Tsung-Yi Ho
2020	—	`conf`	An Image Enhancing Pattern-Based Sparsity for Real-Time Inference on Mobile Devices. ECCV (13) Xiaolong Ma, Wei Niu, Tianyun Zhang, Sijia Liu, Sheng Lin, Hongjia Li, Wujie Wen, Xiang Chen, Jian Tang, Kaisheng Ma, Bin Ren, Yanzhi Wang
2020	J	`jnl`	An Image Enhancing Pattern-based Sparsity for Real-time Inference on Mobile Devices. CoRR Xiaolong Ma, Wei Niu, Tianyun Zhang, Sijia Liu, Fu-Ming Guo, Sheng Lin, Hongjia Li, Xiang Chen, Jian Tang, Kaisheng Ma, Bin Ren, Yanzhi Wang
2020	—	`conf`	Database and Benchmark for Early-stage Malicious Activity Detection in 3D Printing. ASP-DAC Xiaolong Ma, Zhe Li, Hongjia Li, Qiyuan An, Qinru Qiu, Wenyao Xu, Yanzhi Wang
2020	J	`jnl`	ESMFL: Efficient and Secure Models for Federated Learning. CoRR Sheng Lin, Chenghong Wang, Hongjia Li, Jieren Deng, Yanzhi Wang, Caiwen Ding
2020	A	`conf`	New Passive and Active Attacks on Deep Neural Networks in Medical Applications. ICCAD Cheng Gongye, Hongjia Li, Xiang Zhang, Majid Sabbagh, Geng Yuan, Xue Lin, Thomas Wahl, Yunsi Fei
2020	J	`jnl`	YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-Design. CoRR Yuxuan Cai, Hongjia Li, Geng Yuan, Wei Niu, Yanyu Li, Xulong Tang, Bin Ren, Yanzhi Wang
2019	—	`conf`	ADMM-based Weight Pruning for Real-Time Deep Learning Acceleration on Mobile Devices. ACM Great Lakes Symposium on VLSI Hongjia Li, Ning Liu, Xiaolong Ma, Sheng Lin, Shaokai Ye, Tianyun Zhang, Xue Lin, Wenyao Xu, Yanzhi Wang
2019	—	`conf`	Deep Compressed Pneumonia Detection for Low-Power Embedded Devices. LABELS/HAL-MICCAI/CuRIOUS@MICCAI Hongjia Li, Sheng Lin, Ning Liu, Caiwen Ding, Yanzhi Wang
2019	J	`jnl`	Deep Compressed Pneumonia Detection for Low-Power Embedded Devices. CoRR Hongjia Li, Sheng Lin, Ning Liu, Caiwen Ding, Yanzhi Wang
2019	B	`conf`	Fast and Accurate Trajectory Tracking for Unmanned Aerial Vehicles based on Deep Reinforcement Learning. RTCSA Yilan Li, Hongjia Li, Zhe Li, Haowen Fang, Amit K. Sanyal, Yanzhi Wang, Qinru Qiu
2018	J	`jnl`	Deep reinforcement learning: Algorithm, applications, and ultra-low-power implementation. Nano Commun. Networks Hongjia Li, Ruizhe Cai, Ning Liu, Xue Lin, Yanzhi Wang
2018	A	`conf`	FFT-based deep learning deployment in embedded systems. DATE Sheng Lin, Ning Liu, Mahdi Nazemi, Hongjia Li, Caiwen Ding, Yanzhi Wang, Massoud Pedram
2018	J	`jnl`	Reconfigurable Photovoltaic Systems for Electric Vehicles. IEEE Des. Test Caiwen Ding, Hongjia Li, Weiwei Zheng, Yanzhi Wang, Xue Lin
2017	J	`jnl`	Deep Reinforcement Learning: Framework, Applications, and Embedded Implementations. CoRR Hongjia Li, Tianshu Wei, Ao Ren, Qi Zhu, Yanzhi Wang
2017	A	`conf`	Deep reinforcement learning: Framework, applications, and embedded implementations: Invited paper. ICCAD Hongjia Li, Tianshu Wei, Ao Ren, Qi Zhu, Yanzhi Wang
2017	J	`jnl`	FFT-Based Deep Learning Deployment in Embedded Systems. CoRR Sheng Lin, Ning Liu, Mahdi Nazemi, Hongjia Li, Caiwen Ding, Yanzhi Wang, Massoud Pedram
2017	—	`conf`	Fast and energy-aware resource provisioning and task scheduling for cloud systems. ISQED Hongjia Li, Ji Li, Wang Yao, Shahin Nazarian, Xue Lin, Yanzhi Wang
2016	C	`conf`	Dynamic converter reconfiguration for near-threshold non-volatile processors using in-door energy harvesting. ICCD Caiwen Ding, Hongjia Li, Jingtong Hu, Yongpan Liu, Yanzhi Wang
2016	C	`conf`	Luminescent solar concentrator-based photovoltaic reconfiguration for hybrid and plug-in electric vehicles. ICCD Caiwen Ding, Hongjia Li, Weiwei Zheng, Yanzhi Wang, Naehyuck Chang, Xue Lin