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Hongjia Li
2020 – today
- 2024
- [j20]Linwei Fang, Liming Wang, Hongjia Li:
Iterative and mixed-spaces image gradient inversion attack in federated learning. Cybersecur. 7(1): 35 (2024) - [j19]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): 40 (2024) - [j18]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): 564-575 (2024) - [j17]Xinrui Tan, Hongjia Li, Xiaofei Xie, Lu Guo, Nirwan Ansari, Xueqing Huang, Liming Wang, Zhen Xu, Yang Liu:
Reinforcement Learning Based Online Request Scheduling Framework for Workload-Adaptive Edge Deep Learning Inference. IEEE Trans. Mob. Comput. 23(12): 13222-13239 (2024) - [c67]Chao Zheng, Liming Wang, Zhen Xu, Hongjia Li:
Optimizing Privacy in Federated Learning with MPC and Differential Privacy. CACML 2024: 165-169 - [c66]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: 2858-2863 - [c65]Chao Zheng, Liming Wang, Zhen Xu, Hongjia Li:
Mutual Information Based Noise Scale Optimization for Gradient Leakage Resistant Federated Learning. ICASSP 2024: 7345-7349 - [c64]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: 1-6 - [c63]Jingyi Yao, Chen Song, Hongjia Li, Yuxiang Wang, Qian Yang, Liming Wang:
An Enclave-Aided Byzantine-Robust Federated Aggregation Framework. WCNC 2024: 1-6 - 2023
- [j16]Hui Zhang, Hongjia Li, Fa Zhang, Ping Zhu:
A strategy combining denoising and cryo-EM single particle analysis. Briefings Bioinform. 24(3) (2023) - [j15]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): 1-18 (2023) - [j14]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: 7428-7440 (2023) - [c62]Lingyu Yang, Hongjia Li, Lei Li, Chengyin Xu, Shutao Xia, Chun Yuan:
LET: Leveraging Error Type Information for Grammatical Error Correction. ACL (Findings) 2023: 5986-5998 - [c61]Yuqiao Hou, Hongjia Li, Yuxiang Wang, Liming Wang, Zhen Xu:
Satellite Anomaly Detection based on Improved Transformer Method. APNOMS 2023: 322-325 - [c60]Zhidong Yang, Hongjia Li, Dawei Zang, Renmin Han, Fa Zhang:
SaID: Simulation-Aware Image Denoising Pre-trained Model for Cryo-EM Micrographs. ISBRA 2023: 325-336 - [c59]Yuqiao Hou, Zhen Xu, Liming Wang, Yuxiang Wang, Hongjia Li:
NadGPT: Semi-Supervised Network Anomaly Detection via Auto-Regressive Auxiliary Prediction. SMC 2023: 133-138 - [c58]Hanyu Wang, Liming Wang, Hongjia Li:
Byzantine-Robust Federated Learning through Dynamic Clustering. TrustCom 2023: 222-230 - [c57]Baojian Chen, Hongjia Li, Lu Guo, Liming Wang:
Label-wise Distribution Adaptive Federated Learning on Non-IID Data. WCNC 2023: 1-6 - [c56]Jiankai Wang, Hongjia Li, Liming Wang, Zhen Xu:
Satellite Telemetry Data Anomaly Detection using Multiple Factors and Co-Attention based LSTM. WCNC 2023: 1-6 - [i9]Lei Li, Kai Fan, Lingyu Yang, Hongjia Li, Chun Yuan:
Neural Machine Translation with Dynamic Graph Convolutional Decoder. CoRR abs/2305.17698 (2023) - 2022
- [j13]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): 2022-2029 (2022) - [j12]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): 1117-1131 (2022) - [c55]Lei Li, Kai Fan, Hongjia Li, Chun Yuan:
Structural Supervision for Word Alignment and Machine Translation. ACL (Findings) 2022: 4084-4094 - [c54]Shuo Li, Hongjia Li, Chi Zhang, Fa Zhang, Xiaohua Wan:
A Segmentation-aware Synergy Network for Single Particle Recognition in Cryo-EM. BIBM 2022: 1066-1071 - [c53]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: 1321-1326 - [c52]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: 1-8 - [c51]Lingyu Yang, Hongjia Li, Lei Li, Chun Yuan, Shu-Tao Xia:
ACEs: Unsupervised Multi-label Aspect Detection with Aspect-category Experts. IJCNN 2022: 1-8 - [c50]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: 1-6 - [c49]Jingran Jiang, Hongjia Li, Liming Wang:
Joint Model, Task Partitioning and Privacy Preserving Adaptation for Edge DNN Inference. WCNC 2022: 1224-1229 - [i8]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 abs/2206.10461 (2022) - 2021
- [c48]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: 955-963 - [c47]Xinrui Tan, Hongjia Li, Liming Wang, Xueqing Huang, Zhen Xu:
Empowering Adaptive Early-Exit Inference with Latency Awareness. AAAI 2021: 9825-9833 - [c46]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: 15997-16000 - [c45]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: 581-586 - [c44]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: 1179-1184 - [c43]Hongjia Li, Mengshu Sun, Tianyun Zhang, Olivia Chen, Nobuyuki Yoshikawa, Bei Yu, Yanzhi Wang, Yibo Lin:
Towards AQFP-Capable Physical Design Automation. DATE 2021: 954-959 - [c42]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: 549-560 - [i7]Chengyin Xu, Zhengzhuo Xu, Zenghao Chai, Hongjia Li, Qiruyi Zuo, Lingyu Yang, Chun Yuan:
HHF: Hashing-guided Hinge Function for Deep Hashing Retrieval. CoRR abs/2112.02225 (2021) - 2020
- [j11]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: 3938-3939 (2020) - [c41]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: 494-499 - [c40]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: 629-645 - [c39]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: 39:1-39:9 - [c38]Yi-Chen Chang, Hongjia Li, Olivia Chen, Yanzhi Wang, Nobuyuki Yoshikawa, Tsung-Yi Ho:
ASAP: An Analytical Strategy for AQFP Placement. ICCAD 2020: 134:1-134:7 - [c37]Shiming Hou, Hongjia Li, Chang Yang, Liming Wang:
A New Privacy-Preserving Framework based on Edge-Fog-Cloud Continuum for Load Forecasting. WCNC 2020: 1-8 - [c36]Xinrui Tan, Hongjia Li, Liming Wang, Zhen Xu:
End-Edge Coordinated Inference for Real-Time BYOD Malware Detection using Deep Learning. WCNC 2020: 1-6 - [i6]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 abs/2001.07710 (2020) - [i5]Sheng Lin, Chenghong Wang, Hongjia Li, Jieren Deng, Yanzhi Wang, Caiwen Ding:
ESMFL: Efficient and Secure Models for Federated Learning. CoRR abs/2009.01867 (2020) - [i4]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 abs/2009.05697 (2020)
2010 – 2019
- 2019
- [c35]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: 1-6 - [c34]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: 501-506 - [c33]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: 89-97 - [c32]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: 1-9 - [c31]Xinrui Tan, Hongjia Li, Liming Wang, Zhen Xu:
Global Orchestration of Cooperative Defense against DDoS Attacks for MEC. WCNC 2019: 1-6 - [i3]Hongjia Li, Sheng Lin, Ning Liu, Caiwen Ding, Yanzhi Wang:
Deep Compressed Pneumonia Detection for Low-Power Embedded Devices. CoRR abs/1911.02007 (2019) - 2018
- [j10]Caiwen Ding, Hongjia Li, Weiwei Zheng, Yanzhi Wang, Xue Lin:
Reconfigurable Photovoltaic Systems for Electric Vehicles. IEEE Des. Test 35(6): 37-43 (2018) - [j9]Hongjia Li, Ruizhe Cai, Ning Liu, Xue Lin, Yanzhi Wang:
Deep reinforcement learning: Algorithm, applications, and ultra-low-power implementation. Nano Commun. Networks 16: 81-90 (2018) - [j8]Zejue Wang, Hongjia Li, Dan Hu, Song Ci:
Transmission Adaptation for Battery-Free Relaying. ACM Trans. Embed. Comput. Syst. 17(1): 5:1-5:23 (2018) - [c30]Sheng Lin, Ning Liu, Mahdi Nazemi, Hongjia Li, Caiwen Ding, Yanzhi Wang, Massoud Pedram:
FFT-based deep learning deployment in embedded systems. DATE 2018: 1045-1050 - [c29]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: 173-177 - [c28]Yanglin Zhou, Song Ci, Hongjia Li, Yang Yang:
Designing Pricing Incentive Mechanism for Proactive Demand Response in Smart Grid. ICC 2018: 1-6 - [c27]Song Ci, Ni Lin, Yanglin Zhou, Hongjia Li, Yang Yang:
A New Digital Power Supply System for Fog and Edge Computing. IWCMC 2018: 1513-1517 - [c26]Hongjia Li, Liming Wang:
Online orchestration of cooperative defense against DDoS attacks for 5G MEC. WCNC 2018: 1-6 - [c25]Chang Yang, Hongjia Li, Liming Wang, Ding Tang:
Exploring the behaviors and threats of pollution attack in cooperative MEC caching. WCNC 2018: 1-6 - 2017
- [j7]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): 62302 (2017) - [j6]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): 853-856 (2017) - [c24]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: 609-621 - [c23]Chang Yang, Hongjia Li, Liming Wang, Zhen Xu:
A game theoretical framework for improving the quality of service in cooperative RAN caching. ICC 2017: 1-7 - [c22]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: 1-6 - [c21]Hongjia Li, Tianshu Wei, Ao Ren, Qi Zhu, Yanzhi Wang:
Deep reinforcement learning: Framework, applications, and embedded implementations: Invited paper. ICCAD 2017: 847-854 - [c20]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: 174-179 - [c19]Chang Yang, Hongjia Li:
Ameliorate Half-Duplex Relaying via Cooperative Caching for Content Accessing. WCNC 2017: 1-6 - [i2]Hongjia Li, Tianshu Wei, Ao Ren, Qi Zhu, Yanzhi Wang:
Deep Reinforcement Learning: Framework, Applications, and Embedded Implementations. CoRR abs/1710.03792 (2017) - [i1]Sheng Lin, Ning Liu, Mahdi Nazemi, Hongjia Li, Caiwen Ding, Yanzhi Wang, Massoud Pedram:
FFT-Based Deep Learning Deployment in Embedded Systems. CoRR abs/1712.04910 (2017) - 2016
- [j5]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): 102310 (2016) - [c18]Zejue Wang, Hongjia Li, Xueqing Huang, Song Ci:
Modeling and Transmission Optimization of Full-Duplex Energy Harvesting Enabled Hybrid Relaying. GLOBECOM 2016: 1-7 - [c17]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: 281-288 - [c16]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: 289-295 - [c15]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: 85-90 - [c14]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: 1-9 - [c13]Hongjia Li, Dan Hu:
Mobility prediction based seamless RAN-cache handover in HetNet. WCNC 2016: 1-7 - [c12]Zejue Wang, Hongjia Li, Chang Yang:
Feasibility analysis and self-organizing algorithm for RAN cooperative caching. WCNC 2016: 1-6 - 2015
- [j4]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: 39 (2015) - [j3]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: 97 (2015) - [c11]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: 1-7 - [c10]Hongjia Li, Zejue Wang, Dan Hu:
Joint wireless and backhaul load balancing in cooperative caches enabled small-cell networks. PIMRC 2015: 1889-1894 - [c9]Hongjia Li, Dan Hu, Xin Chen, Song Ci:
High-resolution cell breathing for improving energy efficiency of Ultra-Dense HetNets. WCNC 2015: 1458-1463 - 2014
- [j2]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): 2279-2288 (2014) - [c8]Zejue Wang, Hongjia Li, Xin Chen, Song Ci:
Optimal joint transmission scheduling for green energy powered coordinated multi-point transmission system. GLOBECOM 2014: 2690-2696 - [c7]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: 472-477 - [c6]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: 1632-1637 - 2013
- [c5]Ying Xu, Hongjia Li, Zhiyong Feng, Ping Zhang, Song Ci:
Energy sustainability modeling and liquid cell management in green cellular networks. ICC 2013: 4414-4419 - [c4]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: 152-156 - 2012
- [c3]Xin Chen, Xiaodong Xu, Hongjia Li, Xiaofeng Tao:
Achievable energy efficiency in cooperative transmission system with frequency-selective power allocation. GLOBECOM 2012: 3449-3454 - [c2]Hongjia Li, Song Ci, Zejue Wang:
Prediction handover trigger scheme for reducing handover latency in two-tier Femtocell networks. GLOBECOM 2012: 5130-5135 - 2011
- [j1]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): 664-677 (2011) - [c1]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: 980-985
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