Hongjia Li

According to our database, Hongjia Li authored at least 91 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Reinforcement Learning Based Online Request Scheduling Framework for Workload-Adaptive Edge Deep Learning Inference.

Xinrui Tan, Hongjia Li, Xiaofei Xie, Lu Guo, Nirwan Ansari, Xueqing Huang, Liming Wang, Zhen Xu, Yang Liu

IEEE Trans. Mob. Comput., December, 2024

FedSHE: privacy preserving and efficient federated learning with adaptive segmented CKKS homomorphic encryption.

Yao Pan, Zheng Chao, He Wang, Jing Yang, Hongjia Li, Liming Wang

Cybersecur., December, 2024

Iterative and mixed-spaces image gradient inversion attack in federated learning.

Linwei Fang, Liming Wang, Hongjia Li

Cybersecur., December, 2024

Improved Denoising of Cryo-Electron Microscopy Micrographs with Simulation-Aware Pretraining.

Zhidong Yang, Hongjia Li, Dawei Zang, Renmin Han, Fa Zhang

J. Comput. Biol., 2024

An Enclave-Aided Byzantine-Robust Federated Aggregation Framework.

Jingyi Yao, Chen Song, Hongjia Li, Yuxiang Wang, Qian Yang, Liming Wang

Proceedings of the IEEE Wireless Communications and Networking Conference, 2024

Runtime Anomaly Detection for MEC Services with Multi-Timescale and Dimensional Feature.

Qian Yang, Hongjia Li, Kai Chen, Jiankai Wang, Liming Wang, Zhen Xu

Proceedings of the IEEE Wireless Communications and Networking Conference, 2024

Mutual Information Based Noise Scale Optimization for Gradient Leakage Resistant Federated Learning.

Chao Zheng, Liming Wang, Zhen Xu, Hongjia Li

Proceedings of the IEEE International Conference on Acoustics, 2024

A Secure Blockchain-based Reputation Scheme for Data Offloading in Edge Computing.

Qian Yang, Jiankai Wang, Kai Chen, Hongjia Li, Haihua Gao, Zhen Xu

Proceedings of the 27th International Conference on Computer Supported Cooperative Work in Design, 2024

Optimizing Privacy in Federated Learning with MPC and Differential Privacy.

Chao Zheng, Liming Wang, Zhen Xu, Hongjia Li

Proceedings of the 2024 3rd Asia Conference on Algorithms, Computing and Machine Learning, 2024

2023

A strategy combining denoising and cryo-EM single particle analysis.

Hui Zhang, Hongjia Li, Fa Zhang, Ping Zhu

Briefings Bioinform., May, 2023

HHF: Hashing-Guided Hinge Function for Deep Hashing Retrieval.

Chengyin Xu, Zenghao Chai, Zhengzhuo Xu, Hongjia Li, Qiruyi Zuo, Lingyu Yang, Chun Yuan

IEEE Trans. Multim., 2023

A Cooperative Defense Framework Against Application-Level DDoS Attacks on Mobile Edge Computing Services.

Hongjia Li, Chang Yang, Liming Wang, Nirwan Ansari, Ding Tang, Xueqing Huang, Zhen Xu, Dan Hu

IEEE Trans. Mob. Comput., 2023

Neural Machine Translation with Dynamic Graph Convolutional Decoder.

Lei Li, Kai Fan, Lingyu Yang, Hongjia Li, Chun Yuan

CoRR, 2023

Satellite Telemetry Data Anomaly Detection using Multiple Factors and Co-Attention based LSTM.

Jiankai Wang, Hongjia Li, Liming Wang, Zhen Xu

Proceedings of the IEEE Wireless Communications and Networking Conference, 2023

Label-wise Distribution Adaptive Federated Learning on Non-IID Data.

Baojian Chen, Hongjia Li, Lu Guo, Liming Wang

Proceedings of the IEEE Wireless Communications and Networking Conference, 2023

Byzantine-Robust Federated Learning through Dynamic Clustering.

Hanyu Wang, Liming Wang, Hongjia Li

Proceedings of the 22nd IEEE International Conference on Trust, 2023

NadGPT: Semi-Supervised Network Anomaly Detection via Auto-Regressive Auxiliary Prediction.

Yuqiao Hou, Zhen Xu, Liming Wang, Yuxiang Wang, Hongjia Li

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2023

SaID: Simulation-Aware Image Denoising Pre-trained Model for Cryo-EM Micrographs.

Zhidong Yang, Hongjia Li, Dawei Zang, Renmin Han, Fa Zhang

Proceedings of the Bioinformatics Research and Applications - 19th International Symposium, 2023

Satellite Anomaly Detection based on Improved Transformer Method.

Yuqiao Hou, Hongjia Li, Yuxiang Wang, Liming Wang, Zhen Xu

Proceedings of the 24st Asia-Pacific Network Operations and Management Symposium, 2023

LET: Leveraging Error Type Information for Grammatical Error Correction.

Lingyu Yang, Hongjia Li, Lei Li, Chengyin Xu, Shutao Xia, Chun Yuan

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

A Transfer Learning-Based Classification Model for Particle Pruning in Cryo-Electron Microscopy.

Hongjia Li, Ge Chen, Shan Gao, Jintao Li, Xiaohua Wan, Fa Zhang

J. Comput. Biol., 2022

Noise-Transfer2Clean: denoising cryo-EM images based on noise modeling and transfer.

Hongjia Li, Hui Zhang, Xiaohua Wan, Zhidong Yang, Chengmin Li, Jintao Li, Renmin Han, Ping Zhu, Fa Zhang

Bioinform., 2022

Joint Model, Task Partitioning and Privacy Preserving Adaptation for Edge DNN Inference.

Jingran Jiang, Hongjia Li, Liming Wang

Proceedings of the IEEE Wireless Communications and Networking Conference, 2022

An Automatic and Efficient BERT Pruning for Edge AI Systems.

Shaoyi Huang, Ning Liu, Yueying Liang, Hongwu Peng, Hongjia Li, Dongkuan Xu, Mimi Xie, Caiwen Ding

Proceedings of the 23rd International Symposium on Quality Electronic Design, 2022

ACEs: Unsupervised Multi-label Aspect Detection with Aspect-category Experts.

Lingyu Yang, Hongjia Li, Lei Li, Chun Yuan, Shu-Tao Xia

Proceedings of the International Joint Conference on Neural Networks, 2022

PTS: A Prompt-based Teacher-Student Network for Weakly Supervised Aspect Detection.

Hongjia Li, Lingyu Yang, Lei Li, Chengyin Xu, Shu-Tao Xia, Chun Yuan

Proceedings of the International Joint Conference on Neural Networks, 2022

TAAS: a timing-aware analytical strategy for AQFP-capable placement automation.

Peiyan Dong, Yanyue Xie, Hongjia Li, Mengshu Sun, Olivia Chen, Nobuyuki Yoshikawa, Yanzhi Wang

Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

A Segmentation-aware Synergy Network for Single Particle Recognition in Cryo-EM.

Shuo Li, Hongjia Li, Chi Zhang, Fa Zhang, Xiaohua Wan

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2022

Structural Supervision for Word Alignment and Machine Translation.

Lei Li, Kai Fan, Hongjia Li, Chun Yuan

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

2021

PickerOptimizer: A Deep Learning-Based Particle Optimizer for Cryo-Electron Microscopy Particle-Picking Algorithms.

Hongjia Li, Ge Chen, Shan Gao, Jintao Li, Fa Zhang

Proceedings of the Bioinformatics Research and Applications - 17th International Symposium, 2021

Towards AQFP-Capable Physical Design Automation.

Hongjia Li, Mengshu Sun, Tianyun Zhang, Olivia Chen, Nobuyuki Yoshikawa, Bei Yu, Yanzhi Wang, Yibo Lin

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

TransPicker: a Transformer-based Framework for Particle Picking in cryoEM Micrographs.

Chi Zhang, Hongjia Li, Xiaohua Wan, Xuemei Chen, Zhenghe Yang, Jieqing Feng, Fa Zhang

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

Real-Time Mobile Acceleration of DNNs: From Computer Vision to Medical Applications.

Hongjia Li, Geng Yuan, Wei Niu, Yuxuan Cai, Mengshu Sun, Zhengang Li, Bin Ren, Xue Lin, Yanzhi Wang

Proceedings of the ASPDAC '21: 26th Asia and South Pacific Design Automation Conference, 2021

Empowering Adaptive Early-Exit Inference with Latency Awareness.

Xinrui Tan, Hongjia Li, Liming Wang, Xueqing Huang, Zhen Xu

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

A Compression-Compilation Co-Design Framework Towards Real-Time Object Detection on Mobile Devices.

Yuxuan Cai, Geng Yuan, Hongjia Li, Wei Niu, Yanyu Li, Xulong Tang, Bin Ren, Yanzhi Wang

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-Design.

Yuxuan Cai, Hongjia Li, Geng Yuan, Wei Niu, Yanyu Li, Xulong Tang, Bin Ren, Yanzhi Wang

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Comments on "Dropping Activation Outputs with Localized First-Layer Deep Network for Enhancing User Privacy and Data Security".

Xinrui Tan, Hongjia Li, Liming Wang, Zhen Xu

IEEE Trans. Inf. Forensics Secur., 2020

ESMFL: Efficient and Secure Models for Federated Learning.

Sheng Lin, Chenghong Wang, Hongjia Li, Jieren Deng, Yanzhi Wang, Caiwen Ding

CoRR, 2020

An Image Enhancing Pattern-based Sparsity for Real-time Inference on Mobile Devices.

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

CoRR, 2020

End-Edge Coordinated Inference for Real-Time BYOD Malware Detection using Deep Learning.

Xinrui Tan, Hongjia Li, Liming Wang, Zhen Xu

Proceedings of the 2020 IEEE Wireless Communications and Networking Conference, 2020

A New Privacy-Preserving Framework based on Edge-Fog-Cloud Continuum for Load Forecasting.

Shiming Hou, Hongjia Li, Chang Yang, Liming Wang

Proceedings of the 2020 IEEE Wireless Communications and Networking Conference, 2020

New Passive and Active Attacks on Deep Neural Networks in Medical Applications.

Cheng Gongye, Hongjia Li, Xiang Zhang, Majid Sabbagh, Geng Yuan, Xue Lin, Thomas Wahl, Yunsi Fei

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2020

ASAP: An Analytical Strategy for AQFP Placement.

Yi-Chen Chang, Hongjia Li, Olivia Chen, Yanzhi Wang, Nobuyuki Yoshikawa, Tsung-Yi Ho

Proceedings of the IEEE/ACM International Conference On Computer Aided Design, 2020

An Image Enhancing Pattern-Based Sparsity for Real-Time Inference on Mobile Devices.

Xiaolong Ma, Wei Niu, Tianyun Zhang, Sijia Liu, Sheng Lin, Hongjia Li, Wujie Wen, Xiang Chen, Jian Tang, Kaisheng Ma, Bin Ren, Yanzhi Wang

Proceedings of the Computer Vision - ECCV 2020, 2020

Database and Benchmark for Early-stage Malicious Activity Detection in 3D Printing.

Xiaolong Ma, Zhe Li, Hongjia Li, Qiyuan An, Qinru Qiu, Wenyao Xu, Yanzhi Wang

Proceedings of the 25th Asia and South Pacific Design Automation Conference, 2020

2019

Global Orchestration of Cooperative Defense against DDoS Attacks for MEC.

Xinrui Tan, Hongjia Li, Liming Wang, Zhen Xu

Proceedings of the 2019 IEEE Wireless Communications and Networking Conference, 2019

Fast and Accurate Trajectory Tracking for Unmanned Aerial Vehicles based on Deep Reinforcement Learning.

Yilan Li, Hongjia Li, Zhe Li, Haowen Fang, Amit K. Sanyal, Yanzhi Wang, Qinru Qiu

Proceedings of the 25th IEEE International Conference on Embedded and Real-Time Computing Systems and Applications, 2019

Deep Compressed Pneumonia Detection for Low-Power Embedded Devices.

Hongjia Li, Sheng Lin, Ning Liu, Caiwen Ding, Yanzhi Wang

Proceedings of the Large-Scale Annotation of Biomedical Data and Expert Label Synthesis and Hardware Aware Learning for Medical Imaging and Computer Assisted Intervention, 2019

ADMM-based Weight Pruning for Real-Time Deep Learning Acceleration on Mobile Devices.

Hongjia Li, Ning Liu, Xiaolong Ma, Sheng Lin, Shaokai Ye, Tianyun Zhang, Xue Lin, Wenyao Xu, Yanzhi Wang

Proceedings of the 2019 on Great Lakes Symposium on VLSI, 2019

Moving to Green Edges: A Cooperative MEC Framework to Reduce Energy Demand of Clouds.

Hongjia Li, Song Ci, Chang Yang, Xinrui Tan, Shiming Hou, Zejue Wang

Proceedings of the 2019 IEEE Globecom Workshops, Waikoloa, HI, USA, December 9-13, 2019, 2019

2018

Transmission Adaptation for Battery-Free Relaying.

Zejue Wang, Hongjia Li, Dan Hu, Song Ci

ACM Trans. Embed. Comput. Syst., 2018

Deep reinforcement learning: Algorithm, applications, and ultra-low-power implementation.

Hongjia Li, Ruizhe Cai, Ning Liu, Xue Lin, Yanzhi Wang

Nano Commun. Networks, 2018

Reconfigurable Photovoltaic Systems for Electric Vehicles.

Caiwen Ding, Hongjia Li, Weiwei Zheng, Yanzhi Wang, Xue Lin

IEEE Des. Test, 2018

Exploring the behaviors and threats of pollution attack in cooperative MEC caching.

Chang Yang, Hongjia Li, Liming Wang, Ding Tang

Proceedings of the 2018 IEEE Wireless Communications and Networking Conference, 2018

Online orchestration of cooperative defense against DDoS attacks for 5G MEC.

Hongjia Li, Liming Wang

Proceedings of the 2018 IEEE Wireless Communications and Networking Conference, 2018

A New Digital Power Supply System for Fog and Edge Computing.

Song Ci, Ni Lin, Yanglin Zhou, Hongjia Li, Yang Yang

Proceedings of the 14th International Wireless Communications & Mobile Computing Conference, 2018

Designing Pricing Incentive Mechanism for Proactive Demand Response in Smart Grid.

Yanglin Zhou, Song Ci, Hongjia Li, Yang Yang

Proceedings of the 2018 IEEE International Conference on Communications, 2018

Distributed Energy Management of P2P Energy Sharing in Energy Internet Based on Cloud Energy Storage.

Yanglin Zhou, Song Ci, Ni Lin, Hongjia Li, Yang Yang

Proceedings of the Ninth International Conference on Future Energy Systems, 2018

FFT-based deep learning deployment in embedded systems.

Sheng Lin, Ning Liu, Mahdi Nazemi, Hongjia Li, Caiwen Ding, Yanzhi Wang, Massoud Pedram

Proceedings of the 2018 Design, Automation & Test in Europe Conference & Exhibition, 2018

2017

Cooperative RAN Caching Based on Local Altruistic Game for Single and Joint Transmissions.

Hongjia Li, Chang Yang, Xueqing Huang, Nirwan Ansari, Zejue Wang

IEEE Commun. Lett., 2017

Deep Reinforcement Learning: Framework, Applications, and Embedded Implementations.

Hongjia Li, Tianshu Wei, Ao Ren, Qi Zhu, Yanzhi Wang

CoRR, 2017

Real-world traffic analysis and joint caching and scheduling for in-RAN caching networks.

Zejue Wang, Hongjia Li, Zhen Xu

Sci. China Inf. Sci., 2017

Ameliorate Half-Duplex Relaying via Cooperative Caching for Content Accessing.

Chang Yang, Hongjia Li

Proceedings of the 2017 IEEE Wireless Communications and Networking Conference, 2017

Fast and energy-aware resource provisioning and task scheduling for cloud systems.

Hongjia Li, Ji Li, Wang Yao, Shahin Nazarian, Xue Lin, Yanzhi Wang

Proceedings of the 18th International Symposium on Quality Electronic Design, 2017

Deep reinforcement learning: Framework, applications, and embedded implementations: Invited paper.

Hongjia Li, Tianshu Wei, Ao Ren, Qi Zhu, Yanzhi Wang

Proceedings of the 2017 IEEE/ACM International Conference on Computer-Aided Design, 2017

A new framework for peer-to-peer energy sharing and coordination in the energy internet.

Yanglin Zhou, Song Ci, Hongjia Li, Yang Yang

Proceedings of the IEEE International Conference on Communications, 2017

A game theoretical framework for improving the quality of service in cooperative RAN caching.

Chang Yang, Hongjia Li, Liming Wang, Zhen Xu

Proceedings of the IEEE International Conference on Communications, 2017

A Multi-queue Aggregation Framework for M2M Traffic in LTE-A and Beyond Networks.

Wen Feng, Hongjia Li, Ding Tang, Liming Wang, Zhen Xu

Proceedings of the 5G for Future Wireless Networks - First International Conference, 2017

2016

Cross-layer transmission and energy scheduling under full-duplex energy harvesting wireless OFDM joint transmission.

Hongjia Li, Zejue Wang, Dan Hu, Song Ci, Zhen Xu

Sci. China Inf. Sci., 2016

Feasibility analysis and self-organizing algorithm for RAN cooperative caching.

Zejue Wang, Hongjia Li, Chang Yang

Proceedings of the IEEE Wireless Communications and Networking Conference, 2016

Mobility prediction based seamless RAN-cache handover in HetNet.

Hongjia Li, Dan Hu

Proceedings of the IEEE Wireless Communications and Networking Conference, 2016

Performance and Implications of RAN Caching in LTE Mobile Networks: A Real Traffic Analysis.

Tao Lin, Hongjia Li, Haiyong Xie, Jiasi Chen, Huajun Cui, Guoqiang Zhang, Wei An, Yang Li

Proceedings of the 13th Annual IEEE International Conference on Sensing, 2016

Adaptive relaying for full-duplex energy harvesting enabled cooperative communication in harsh environments.

Zejue Wang, Hongjia Li, Dan Wang, Liming Wang, Song Ci

Proceedings of the 2016 IEEE Military Communications Conference, 2016

Luminescent solar concentrator-based photovoltaic reconfiguration for hybrid and plug-in electric vehicles.

Caiwen Ding, Hongjia Li, Weiwei Zheng, Yanzhi Wang, Naehyuck Chang, Xue Lin

Proceedings of the 34th IEEE International Conference on Computer Design, 2016

Dynamic converter reconfiguration for near-threshold non-volatile processors using in-door energy harvesting.

Caiwen Ding, Hongjia Li, Jingtong Hu, Yongpan Liu, Yanzhi Wang

Proceedings of the 34th IEEE International Conference on Computer Design, 2016

Modeling and Transmission Optimization of Full-Duplex Energy Harvesting Enabled Hybrid Relaying.

Zejue Wang, Hongjia Li, Xueqing Huang, Song Ci

Proceedings of the 2016 IEEE Global Communications Conference, 2016

2015

Modeling, metrics, and optimal design for solar energy-powered base station system.

Heng Wang, Hongjia Li, Chaowei Tang, Lingbao Ye, Xin Chen, Hui Tang, Song Ci

EURASIP J. Wirel. Commun. Netw., 2015

Optimal joint transmission and harvested energy scheduling for renewable energy harvesting enabled cellular network under coordinated multi-point transmission.

Zejue Wang, Hongjia Li, Dan Hu, Song Ci

EURASIP J. Wirel. Commun. Netw., 2015

High-resolution cell breathing for improving energy efficiency of Ultra-Dense HetNets.

Hongjia Li, Dan Hu, Xin Chen, Song Ci

Proceedings of the 2015 IEEE Wireless Communications and Networking Conference, 2015

Joint wireless and backhaul load balancing in cooperative caches enabled small-cell networks.

Hongjia Li, Zejue Wang, Dan Hu

Proceedings of the 26th IEEE Annual International Symposium on Personal, 2015

iCacheOS: In-RAN Caches Orchestration Strategy through Content Joint Wireless and Backhaul Routing in Small-Cell Networks.

Hongjia Li, Dan Hu, Song Ci

Proceedings of the 2015 IEEE Global Communications Conference, 2015

2014

Social Relation Based Cache Distribution Policy in Wireless Mobile Networks.

Lei Yang, Yifang Qin, Xu Zhou, Hongjia Li, Song Ci, Hui Tang

J. Networks, 2014

Liquid cell management for reducing energy consumption expenses in hybrid energy powered cellular networks.

Heng Wang, Hongjia Li, Xin Chen, Yifang Qin, Lei Yang, Song Ci, Hui Tang

Proceedings of the IEEE Wireless Communications and Networking Conference, 2014

Stochastic queue modeling and key design metrics analysis for solar energy powered cellular networks.

Heng Wang, Hongjia Li, Zejue Wang, Xin Chen, Song Ci

Proceedings of the International Conference on Computing, Networking and Communications, 2014

Optimal joint transmission scheduling for green energy powered coordinated multi-point transmission system.

Zejue Wang, Hongjia Li, Xin Chen, Song Ci

Proceedings of the IEEE Global Communications Conference, 2014

2013

Cross-layer design based sustainability and energy-efficiency optimization in femtocell networks with sustainable energy.

Ying Xu, Zhiyong Feng, Hongjia Li, Yuchi Zhang, Ping Zhang, Song Ci

Proceedings of the 2013 IEEE Wireless Communications and Networking Conference (WCNC), 2013

Energy sustainability modeling and liquid cell management in green cellular networks.

Ying Xu, Hongjia Li, Zhiyong Feng, Ping Zhang, Song Ci

Proceedings of IEEE International Conference on Communications, 2013

2012

Prediction handover trigger scheme for reducing handover latency in two-tier Femtocell networks.

Hongjia Li, Song Ci, Zejue Wang

Proceedings of the 2012 IEEE Global Communications Conference, 2012

Achievable energy efficiency in cooperative transmission system with frequency-selective power allocation.

Xin Chen, Xiaodong Xu, Hongjia Li, Xiaofeng Tao

Proceedings of the 2012 IEEE Global Communications Conference, 2012

2011

Clustering strategy based on graph method and power control for frequency resource management in femtocell and macrocell overlaid system.

Hongjia Li, Xiaodong Xu, Dan Hu, Xiaofeng Tao, Ping Zhang, Song Ci, Hui Tang

J. Commun. Networks, 2011

Pseudo-handover based power and subchannel adaptation for two-tier femtocell networks.

Hongjia Li, Xiaodong Xu, Dan Hu, Xin Chen, Xiaofeng Tao, Ping Zhang

Proceedings of the 2011 IEEE Wireless Communications and Networking Conference, 2011