Hongjia Li

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 80

Top Topics

Top Venues

Publications

Qian Yang, Jiankai Wang, Kai Chen, Hongjia Li, Haihua Gao, Zhen Xu
A Secure Blockchain-based Reputation Scheme for Data Offloading in Edge Computing. CSCWD (2024)
Chao Zheng, Liming Wang, Zhen Xu, Hongjia Li
Mutual Information Based Noise Scale Optimization for Gradient Leakage Resistant Federated Learning. ICASSP (2024)
Linwei Fang, Liming Wang, Hongjia Li
Iterative and mixed-spaces image gradient inversion attack in federated learning. Cybersecur. 7 (1) (2024)
Zhidong Yang, Hongjia Li, Dawei Zang, Renmin Han, Fa Zhang
Improved Denoising of Cryo-Electron Microscopy Micrographs with Simulation-Aware Pretraining. J. Comput. Biol. 31 (6) (2024)
Yao Pan, Zheng Chao, He Wang, Jing Yang, Hongjia Li, Liming Wang
FedSHE: privacy preserving and efficient federated learning with adaptive segmented CKKS homomorphic encryption. Cybersecur. 7 (1) (2024)
Qian Yang, Hongjia Li, Kai Chen, Jiankai Wang, Liming Wang, Zhen Xu
Runtime Anomaly Detection for MEC Services with Multi-Timescale and Dimensional Feature. WCNC (2024)
Jingyi Yao, Chen Song, Hongjia Li, Yuxiang Wang, Qian Yang, Liming Wang
An Enclave-Aided Byzantine-Robust Federated Aggregation Framework. WCNC (2024)
Chao Zheng, Liming Wang, Zhen Xu, Hongjia Li
Optimizing Privacy in Federated Learning with MPC and Differential Privacy. CACML (2024)
Lei Li, Kai Fan, Lingyu Yang, Hongjia Li, Chun Yuan
Neural Machine Translation with Dynamic Graph Convolutional Decoder. CoRR (2023)
Zhidong Yang, Hongjia Li, Dawei Zang, Renmin Han, Fa Zhang
SaID: Simulation-Aware Image Denoising Pre-trained Model for Cryo-EM Micrographs. ISBRA (2023)
Yuqiao Hou, Hongjia Li, Yuxiang Wang, Liming Wang, Zhen Xu
Satellite Anomaly Detection based on Improved Transformer Method. APNOMS (2023)
Hongjia Li, Chang Yang, Liming Wang, Nirwan Ansari, Ding Tang, Xueqing Huang, Zhen Xu, Dan Hu
A Cooperative Defense Framework Against Application-Level DDoS Attacks on Mobile Edge Computing Services. IEEE Trans. Mob. Comput. 22 (1) (2023)
Hui Zhang, Hongjia Li, Fa Zhang, Ping Zhu
A strategy combining denoising and cryo-EM single particle analysis. Briefings Bioinform. 24 (3) (2023)
Lingyu Yang, Hongjia Li, Lei Li, Chengyin Xu, Shutao Xia, Chun Yuan
LET: Leveraging Error Type Information for Grammatical Error Correction. ACL (Findings) (2023)
Hanyu Wang, Liming Wang, Hongjia Li
Byzantine-Robust Federated Learning through Dynamic Clustering. TrustCom (2023)
Yuqiao Hou, Zhen Xu, Liming Wang, Yuxiang Wang, Hongjia Li
NadGPT: Semi-Supervised Network Anomaly Detection via Auto-Regressive Auxiliary Prediction. SMC (2023)
Jiankai Wang, Hongjia Li, Liming Wang, Zhen Xu
Satellite Telemetry Data Anomaly Detection using Multiple Factors and Co-Attention based LSTM. WCNC (2023)
Chengyin Xu, Zenghao Chai, Zhengzhuo Xu, Hongjia Li, Qiruyi Zuo, Lingyu Yang, Chun Yuan
HHF: Hashing-Guided Hinge Function for Deep Hashing Retrieval. IEEE Trans. Multim. 25 (2023)
Baojian Chen, Hongjia Li, Lu Guo, Liming Wang
Label-wise Distribution Adaptive Federated Learning on Non-IID Data. WCNC (2023)
Lei Li, Kai Fan, Hongjia Li, Chun Yuan
Structural Supervision for Word Alignment and Machine Translation. ACL (Findings) (2022)
Shuo Li, Hongjia Li, Chi Zhang, Fa Zhang, Xiaohua Wan
A Segmentation-aware Synergy Network for Single Particle Recognition in Cryo-EM. BIBM (2022)
Peiyan Dong, Yanyue Xie, Hongjia Li, Mengshu Sun, Olivia Chen, Nobuyuki Yoshikawa, Yanzhi Wang
TAAS: a timing-aware analytical strategy for AQFP-capable placement automation. DAC (2022)
Hongjia Li, Hui Zhang, Xiaohua Wan, Zhidong Yang, Chengmin Li, Jintao Li, Renmin Han, Ping Zhu, Fa Zhang
Noise-Transfer2Clean: denoising cryo-EM images based on noise modeling and transfer. Bioinform. 38 (7) (2022)
Shaoyi Huang, Ning Liu, Yueying Liang, Hongwu Peng, Hongjia Li, Dongkuan Xu, Mimi Xie, Caiwen Ding
An Automatic and Efficient BERT Pruning for Edge AI Systems. ISQED (2022)
Lingyu Yang, Hongjia Li, Lei Li, Chun Yuan, Shu-Tao Xia
ACEs: Unsupervised Multi-label Aspect Detection with Aspect-category Experts. IJCNN (2022)
Hongjia Li, Ge Chen, Shan Gao, Jintao Li, Xiaohua Wan, Fa Zhang
A Transfer Learning-Based Classification Model for Particle Pruning in Cryo-Electron Microscopy. J. Comput. Biol. 29 (10) (2022)
Shaoyi Huang, Ning Liu, Yueying Liang, Hongwu Peng, Hongjia Li, Dongkuan Xu, Mimi Xie, Caiwen Ding
An Automatic and Efficient BERT Pruning for Edge AI Systems. CoRR (2022)
Hongjia Li, Lingyu Yang, Lei Li, Chengyin Xu, Shu-Tao Xia, Chun Yuan
PTS: A Prompt-based Teacher-Student Network for Weakly Supervised Aspect Detection. IJCNN (2022)
Jingran Jiang, Hongjia Li, Liming Wang
Joint Model, Task Partitioning and Privacy Preserving Adaptation for Edge DNN Inference. WCNC (2022)
Chi Zhang, Hongjia Li, Xiaohua Wan, Xuemei Chen, Zhenghe Yang, Jieqing Feng, Fa Zhang
TransPicker: a Transformer-based Framework for Particle Picking in cryoEM Micrographs. BIBM (2021)
Chengyin Xu, Zhengzhuo Xu, Zenghao Chai, Hongjia Li, Qiruyi Zuo, Lingyu Yang, Chun Yuan
HHF: Hashing-guided Hinge Function for Deep Hashing Retrieval. CoRR (2021)
Yuxuan Cai, Hongjia Li, Geng Yuan, Wei Niu, Yanyu Li, Xulong Tang, Bin Ren, Yanzhi Wang
YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-Design. AAAI (2021)
Hongjia Li, Ge Chen, Shan Gao, Jintao Li, Fa Zhang
PickerOptimizer: A Deep Learning-Based Particle Optimizer for Cryo-Electron Microscopy Particle-Picking Algorithms. ISBRA (2021)
Xinrui Tan, Hongjia Li, Liming Wang, Xueqing Huang, Zhen Xu
Empowering Adaptive Early-Exit Inference with Latency Awareness. AAAI (2021)
Yuxuan Cai, Geng Yuan, Hongjia Li, Wei Niu, Yanyu Li, Xulong Tang, Bin Ren, Yanzhi Wang
A Compression-Compilation Co-Design Framework Towards Real-Time Object Detection on Mobile Devices. AAAI (2021)
Hongjia Li, Geng Yuan, Wei Niu, Yuxuan Cai, Mengshu Sun, Zhengang Li, Bin Ren, Xue Lin, Yanzhi Wang
Real-Time Mobile Acceleration of DNNs: From Computer Vision to Medical Applications. ASP-DAC (2021)
Hongjia Li, Mengshu Sun, Tianyun Zhang, Olivia Chen, Nobuyuki Yoshikawa, Bei Yu, Yanzhi Wang, Yibo Lin
Towards AQFP-Capable Physical Design Automation. DATE (2021)
Xinrui Tan, Hongjia Li, Liming Wang, Zhen Xu
End-Edge Coordinated Inference for Real-Time BYOD Malware Detection using Deep Learning. WCNC (2020)
Sheng Lin, Chenghong Wang, Hongjia Li, Jieren Deng, Yanzhi Wang, Caiwen Ding
ESMFL: Efficient and Secure Models for Federated Learning. CoRR (2020)
Xinrui Tan, Hongjia Li, Liming Wang, Zhen Xu
Comments on "Dropping Activation Outputs with Localized First-Layer Deep Network for Enhancing User Privacy and Data Security". IEEE Trans. Inf. Forensics Secur. 15 (2020)
Yuxuan Cai, Hongjia Li, Geng Yuan, Wei Niu, Yanyu Li, Xulong Tang, Bin Ren, Yanzhi Wang
YOLObile: Real-Time Object Detection on Mobile Devices via Compression-Compilation Co-Design. CoRR (2020)
Xiaolong Ma, Wei Niu, Tianyun Zhang, Sijia Liu, Sheng Lin, Hongjia Li, Wujie Wen, Xiang Chen, Jian Tang, Kaisheng Ma, Bin Ren, Yanzhi Wang
An Image Enhancing Pattern-Based Sparsity for Real-Time Inference on Mobile Devices. ECCV (13) (2020)
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
An Image Enhancing Pattern-based Sparsity for Real-time Inference on Mobile Devices. CoRR (2020)
Xiaolong Ma, Zhe Li, Hongjia Li, Qiyuan An, Qinru Qiu, Wenyao Xu, Yanzhi Wang
Database and Benchmark for Early-stage Malicious Activity Detection in 3D Printing. ASP-DAC (2020)
Cheng Gongye, Hongjia Li, Xiang Zhang, Majid Sabbagh, Geng Yuan, Xue Lin, Thomas Wahl, Yunsi Fei
New Passive and Active Attacks on Deep Neural Networks in Medical Applications. ICCAD (2020)
Yi-Chen Chang, Hongjia Li, Olivia Chen, Yanzhi Wang, Nobuyuki Yoshikawa, Tsung-Yi Ho
ASAP: An Analytical Strategy for AQFP Placement. ICCAD (2020)
Shiming Hou, Hongjia Li, Chang Yang, Liming Wang
A New Privacy-Preserving Framework based on Edge-Fog-Cloud Continuum for Load Forecasting. WCNC (2020)
Yilan Li, Hongjia Li, Zhe Li, Haowen Fang, Amit K. Sanyal, Yanzhi Wang, Qinru Qiu
Fast and Accurate Trajectory Tracking for Unmanned Aerial Vehicles based on Deep Reinforcement Learning. RTCSA (2019)
Hongjia Li, Song Ci, Chang Yang, Xinrui Tan, Shiming Hou, Zejue Wang
Moving to Green Edges: A Cooperative MEC Framework to Reduce Energy Demand of Clouds. GLOBECOM Workshops (2019)
Hongjia Li, Ning Liu, Xiaolong Ma, Sheng Lin, Shaokai Ye, Tianyun Zhang, Xue Lin, Wenyao Xu, Yanzhi Wang
ADMM-based Weight Pruning for Real-Time Deep Learning Acceleration on Mobile Devices. ACM Great Lakes Symposium on VLSI (2019)
Hongjia Li, Sheng Lin, Ning Liu, Caiwen Ding, Yanzhi Wang
Deep Compressed Pneumonia Detection for Low-Power Embedded Devices. CoRR (2019)
Xinrui Tan, Hongjia Li, Liming Wang, Zhen Xu
Global Orchestration of Cooperative Defense against DDoS Attacks for MEC. WCNC (2019)
Hongjia Li, Sheng Lin, Ning Liu, Caiwen Ding, Yanzhi Wang
Deep Compressed Pneumonia Detection for Low-Power Embedded Devices. LABELS/HAL-MICCAI/CuRIOUS@MICCAI (2019)
Yanglin Zhou, Song Ci, Ni Lin, Hongjia Li, Yang Yang
Distributed Energy Management of P2P Energy Sharing in Energy Internet Based on Cloud Energy Storage. e-Energy (2018)
Chang Yang, Hongjia Li, Liming Wang, Ding Tang
Exploring the behaviors and threats of pollution attack in cooperative MEC caching. WCNC (2018)
Caiwen Ding, Hongjia Li, Weiwei Zheng, Yanzhi Wang, Xue Lin
Reconfigurable Photovoltaic Systems for Electric Vehicles. IEEE Des. Test 35 (6) (2018)
Song Ci, Ni Lin, Yanglin Zhou, Hongjia Li, Yang Yang
A New Digital Power Supply System for Fog and Edge Computing. IWCMC (2018)
Zejue Wang, Hongjia Li, Dan Hu, Song Ci
Transmission Adaptation for Battery-Free Relaying. ACM Trans. Embed. Comput. Syst. 17 (1) (2018)
Hongjia Li, Ruizhe Cai, Ning Liu, Xue Lin, Yanzhi Wang
Deep reinforcement learning: Algorithm, applications, and ultra-low-power implementation. Nano Commun. Networks 16 (2018)
Hongjia Li, Liming Wang
Online orchestration of cooperative defense against DDoS attacks for 5G MEC. WCNC (2018)
Yanglin Zhou, Song Ci, Hongjia Li, Yang Yang
Designing Pricing Incentive Mechanism for Proactive Demand Response in Smart Grid. ICC (2018)
Sheng Lin, Ning Liu, Mahdi Nazemi, Hongjia Li, Caiwen Ding, Yanzhi Wang, Massoud Pedram
FFT-based deep learning deployment in embedded systems. DATE (2018)
Zejue Wang, Hongjia Li, Zhen Xu
Real-world traffic analysis and joint caching and scheduling for in-RAN caching networks. Sci. China Inf. Sci. 60 (6) (2017)
Wen Feng, Hongjia Li, Ding Tang, Liming Wang, Zhen Xu
A Multi-queue Aggregation Framework for M2M Traffic in LTE-A and Beyond Networks. 5GWN (2017)
Yanglin Zhou, Song Ci, Hongjia Li, Yang Yang
A new framework for peer-to-peer energy sharing and coordination in the energy internet. ICC (2017)
Chang Yang, Hongjia Li
Ameliorate Half-Duplex Relaying via Cooperative Caching for Content Accessing. WCNC (2017)
Chang Yang, Hongjia Li, Liming Wang, Zhen Xu
A game theoretical framework for improving the quality of service in cooperative RAN caching. ICC (2017)
Hongjia Li, Ji Li, Wang Yao, Shahin Nazarian, Xue Lin, Yanzhi Wang
Fast and energy-aware resource provisioning and task scheduling for cloud systems. ISQED (2017)
Sheng Lin, Ning Liu, Mahdi Nazemi, Hongjia Li, Caiwen Ding, Yanzhi Wang, Massoud Pedram
FFT-Based Deep Learning Deployment in Embedded Systems. CoRR (2017)
Hongjia Li, Tianshu Wei, Ao Ren, Qi Zhu, Yanzhi Wang
Deep reinforcement learning: Framework, applications, and embedded implementations: Invited paper. ICCAD (2017)
Hongjia Li, Chang Yang, Xueqing Huang, Nirwan Ansari, Zejue Wang
Cooperative RAN Caching Based on Local Altruistic Game for Single and Joint Transmissions. IEEE Commun. Lett. 21 (4) (2017)
Hongjia Li, Tianshu Wei, Ao Ren, Qi Zhu, Yanzhi Wang
Deep Reinforcement Learning: Framework, Applications, and Embedded Implementations. CoRR (2017)
Zejue Wang, Hongjia Li, Chang Yang
Feasibility analysis and self-organizing algorithm for RAN cooperative caching. WCNC (2016)
Hongjia Li, Dan Hu
Mobility prediction based seamless RAN-cache handover in HetNet. WCNC (2016)
Zejue Wang, Hongjia Li, Dan Wang, Liming Wang, Song Ci
Adaptive relaying for full-duplex energy harvesting enabled cooperative communication in harsh environments. MILCOM (2016)
Tao Lin, Hongjia Li, Haiyong Xie, Jiasi Chen, Huajun Cui, Guoqiang Zhang, Wei An, Yang Li
Performance and Implications of RAN Caching in LTE Mobile Networks: A Real Traffic Analysis. SECON (2016)
Caiwen Ding, Hongjia Li, Jingtong Hu, Yongpan Liu, Yanzhi Wang
Dynamic converter reconfiguration for near-threshold non-volatile processors using in-door energy harvesting. ICCD (2016)
Hongjia Li, Zejue Wang, Dan Hu, Song Ci, Zhen Xu
Cross-layer transmission and energy scheduling under full-duplex energy harvesting wireless OFDM joint transmission. Sci. China Inf. Sci. 59 (10) (2016)
Zejue Wang, Hongjia Li, Xueqing Huang, Song Ci
Modeling and Transmission Optimization of Full-Duplex Energy Harvesting Enabled Hybrid Relaying. GLOBECOM (2016)
Caiwen Ding, Hongjia Li, Weiwei Zheng, Yanzhi Wang, Naehyuck Chang, Xue Lin
Luminescent solar concentrator-based photovoltaic reconfiguration for hybrid and plug-in electric vehicles. ICCD (2016)
Hongjia Li, Dan Hu, Xin Chen, Song Ci
High-resolution cell breathing for improving energy efficiency of Ultra-Dense HetNets. WCNC (2015)
Hongjia Li, Dan Hu, Song Ci
iCacheOS: In-RAN Caches Orchestration Strategy through Content Joint Wireless and Backhaul Routing in Small-Cell Networks. GLOBECOM (2015)
Hongjia Li, Zejue Wang, Dan Hu
Joint wireless and backhaul load balancing in cooperative caches enabled small-cell networks. PIMRC (2015)
Zejue Wang, Hongjia Li, Dan Hu, Song Ci
Optimal joint transmission and harvested energy scheduling for renewable energy harvesting enabled cellular network under coordinated multi-point transmission. EURASIP J. Wirel. Commun. Netw. 2015 (2015)
Heng Wang, Hongjia Li, Chaowei Tang, Lingbao Ye, Xin Chen, Hui Tang, Song Ci
Modeling, metrics, and optimal design for solar energy-powered base station system. EURASIP J. Wirel. Commun. Netw. 2015 (2015)
Heng Wang, Hongjia Li, Zejue Wang, Xin Chen, Song Ci
Stochastic queue modeling and key design metrics analysis for solar energy powered cellular networks. ICNC (2014)
Heng Wang, Hongjia Li, Xin Chen, Yifang Qin, Lei Yang, Song Ci, Hui Tang
Liquid cell management for reducing energy consumption expenses in hybrid energy powered cellular networks. WCNC (2014)
Lei Yang, Yifang Qin, Xu Zhou, Hongjia Li, Song Ci, Hui Tang
Social Relation Based Cache Distribution Policy in Wireless Mobile Networks. J. Networks 9 (9) (2014)
Zejue Wang, Hongjia Li, Xin Chen, Song Ci
Optimal joint transmission scheduling for green energy powered coordinated multi-point transmission system. GLOBECOM (2014)
Ying Xu, Zhiyong Feng, Hongjia Li, Yuchi Zhang, Ping Zhang, Song Ci
Cross-layer design based sustainability and energy-efficiency optimization in femtocell networks with sustainable energy. WCNC (2013)
Ying Xu, Hongjia Li, Zhiyong Feng, Ping Zhang, Song Ci
Energy sustainability modeling and liquid cell management in green cellular networks. ICC (2013)
Xin Chen, Xiaodong Xu, Hongjia Li, Xiaofeng Tao
Achievable energy efficiency in cooperative transmission system with frequency-selective power allocation. GLOBECOM (2012)
Hongjia Li, Song Ci, Zejue Wang
Prediction handover trigger scheme for reducing handover latency in two-tier Femtocell networks. GLOBECOM (2012)
Hongjia Li, Xiaodong Xu, Dan Hu, Xin Chen, Xiaofeng Tao, Ping Zhang
Pseudo-handover based power and subchannel adaptation for two-tier femtocell networks. WCNC (2011)
Hongjia Li, Xiaodong Xu, Dan Hu, Xiaofeng Tao, Ping Zhang, Song Ci, Hui Tang
Clustering strategy based on graph method and power control for frequency resource management in femtocell and macrocell overlaid system. J. Commun. Networks 13 (6) (2011)