Ji Liu

Most-cited papers

Interpretable deep learning: interpretation, interpretability, trustworthiness, and beyond
Xu-Hong Li, Haoyi Xiong, Xing-Jian Li, Xuanyu Wu +4 more
2021Knowledge and Information Systems541 citations Open access
Semantic Scholar
Spectral Enhanced Rectangle Transformer for Hyperspectral Image Denoising
Miaoyu Li, Ji Liu, Ying Fu, Yulun Zhang +1 more
2023Computer Vision and Pattern Recognition126 citations Open access
Semantic Scholar
FedASMU: Efficient Asynchronous Federated Learning with Dynamic Staleness-aware Model Update
Ji Liu, Jun-Cheng Jia, Tianshi Che, Chao Huo +4 more
2023AAAI Conference on Artificial Intelligence112 citations
Semantic Scholar
Federated Learning of Large Language Models with Parameter-Efficient Prompt Tuning and Adaptive Optimization
Tianshi Che, Ji Liu, Yang Zhou, Jiaxiang Ren +4 more
2023Conference on Empirical Methods in Natural Language Processing111 citations
Semantic Scholar
Fast Federated Machine Unlearning with Nonlinear Functional Theory
Tianshi Che, Yang Zhou, Zijie Zhang, Lingjuan Lyu +4 more
2023International Conference on Machine Learning97 citations
Semantic Scholar
Trustworthy federated learning: privacy, security, and beyond
Chunlu Chen, Ji Liu, Hao Tan, Xing-Jian Li +4 more
2024Knowledge and Information Systems94 citations Open access
Semantic Scholar
SDWPF: A Dataset for Spatial Dynamic Wind Power Forecasting over a Large Turbine Array
Jing-Bo Zhou, Xinjiang Lu, Yixiong Xiao, Jian Tang +6 more
2022Scientific Data94 citations Open access
Semantic Scholar
A Systematic Review on Long-Tailed Learning
Chong-Sheng Zhang, George Almpanidis, Gaojuan Fan, Binquan Deng +5 more
2024IEEE Transactions on Neural Networks and Learning Systems78 citations
Semantic Scholar
Accelerated Federated Learning with Decoupled Adaptive Optimization
Jiayin Jin, Jiaxiang Ren, Yang Zhou, Lingjuan Lyu +2 more
2022International Conference on Machine Learning65 citations Open access
Semantic Scholar
FedDUAP: Federated Learning with Dynamic Update and Adaptive Pruning Using Shared Data on the Server
Hong Zhang, Ji Liu, Jun-Cheng Jia, Yang Zhou +2 more
2022International Joint Conference on Artificial Intelligence62 citations Open access
Semantic Scholar
G-LIME: Statistical learning for local interpretations of deep neural networks using global priors
Xu-Hong Li, Haoyi Xiong, Xing-Jian Li, Xiao Zhang +4 more
2022Artificial Intelligence61 citations
Semantic Scholar
Enhancing trust and privacy in distributed networks: a comprehensive survey on blockchain-based federated learning
Ji Liu, Chunlu Chen, Yu Li, Lin Sun +4 more
2024Knowledge and Information Systems60 citations Open access
Semantic Scholar
FedHiSyn: A Hierarchical Synchronous Federated Learning Framework for Resource and Data Heterogeneity
Guang-Ming Li, Yue Hu, Miao Zhang, Ji Liu +3 more
2022International Conference on Parallel Processing60 citations Open access
Semantic Scholar
Efficient Device Scheduling with Multi-Job Federated Learning
Chen Zhou, Ji Liu, Juncheng Jia, Jingbo Zhou +3 more
2021AAAI Conference on Artificial Intelligence60 citations Open access
Semantic Scholar
Validating the Lottery Ticket Hypothesis with Inertial Manifold Theory
Ze-Ru Zhang, Jiayin Jin, Zijie Zhang, Yang Zhou +6 more
2021Neural Information Processing Systems47 citations
Semantic Scholar
Multi-Job Intelligent Scheduling With Cross-Device Federated Learning
Ji Liu, Juncheng Jia, Beichen Ma, Chen Zhou +4 more
2022IEEE Transactions on Parallel and Distributed Systems44 citations Open access
Semantic Scholar
MugRep: A Multi-Task Hierarchical Graph Representation Learning Framework for Real Estate Appraisal
Weijia Zhang, Hao Liu, Li-Jun Zha, Heng-Shu Zhu +3 more
2021Knowledge Discovery and Data Mining41 citations Open access
Semantic Scholar
AEDFL: Efficient Asynchronous Decentralized Federated Learning with Heterogeneous Devices
Ji Liu, Tianshi Che, Yang Zhou, R. Jin +3 more
2023SDM28 citations
Semantic Scholar
Knowledge Distillation with Attention for Deep Transfer Learning of Convolutional Networks
Xing-Jian Li, Haoyi Xiong, Ze-Yu Chen, Jun Huan +3 more
2021ACM Transactions on Knowledge Discovery from Data26 citations
Semantic Scholar
Multimodal Biological Knowledge Graph Completion via Triple Co-Attention Mechanism
De-Rong Xu, Jingbo Zhou, Tong Xu, Yuan Xia +3 more
2023IEEE International Conference on Data Engineering25 citations
Semantic Scholar
Efficient asynchronous federated learning with sparsification and quantization
Jun-Cheng Jia, Ji Liu, Chendi Zhou, Hao Tian +2 more
2023Concurrency and Computation25 citations Open access
Semantic Scholar
C-Watcher: A Framework for Early Detection of High-Risk Neighborhoods Ahead of COVID-19 Outbreak
Congxi Xiao, Jingbo Zhou, Jizhou Huang, An Zhuo +3 more
2020AAAI Conference on Artificial Intelligence22 citations Open access
Semantic Scholar
Distributed and deep vertical federated learning with big data
Ji Liu, Xue-Hai Zhou, L. Mo, Shilei Ji +4 more
2023Concurrency and Computation20 citations Open access
Semantic Scholar
Federated Fingerprint Learning with Heterogeneous Architectures
Tianshi Che, Zijie Zhang, Yang Zhou, Xin Zhao +5 more
2022Industrial Conference on Data Mining18 citations
Semantic Scholar
Data Placement for Multi-Tenant Data Federation on the Cloud
Ji Liu, L. Mo, Si-Jia Yang, Jingbo Zhou +3 more
2021IEEE Transactions on Cloud Computing16 citations Open access
Semantic Scholar
Efficient Federated Learning Using Dynamic Update and Adaptive Pruning with Momentum on Shared Server Data
Ji Liu, Jun-Cheng Jia, Hong Zhang, Yuhui Yun +4 more
2024ACM Transactions on Intelligent Systems and Technology15 citations Open access
Semantic Scholar
Fisher Information-based Efficient Curriculum Federated Learning with Large Language Models
Ji Liu, Jiaxiang Ren, R. Jin, Zijie Zhang +3 more
2024Conference on Empirical Methods in Natural Language Processing13 citations
Semantic Scholar
Multi-Temporal Relationship Inference in Urban Areas
Shuangli Li, Jingbo Zhou, Ji Liu, Tong Xu +2 more
2023Knowledge Discovery and Data Mining10 citations Open access
Semantic Scholar
Large‐scale knowledge distillation with elastic heterogeneous computing resources
Ji Liu, Da-Xiang Dong, Xi Wang, An Qin +4 more
2022Concurrency and Computation10 citations Open access
Semantic Scholar
Improving Adversarial Robustness via Attention and Adversarial Logit Pairing
Xingjian Li, Dou Goodman, Ji Liu, Tao Wei +1 more
2019Frontiers in Artificial Intelligence10 citations Open access
Semantic Scholar
Efficient Federated Learning with Heterogeneous Data and Adaptive Dropout
Ji Liu, Beichen Ma, Qiao-Lin Yu, R. Jin +6 more
2025ACM Transactions on Knowledge Discovery from Data7 citations Open access
Semantic Scholar
Efficient federated learning with timely update dissemination
Jun-Cheng Jia, Ji Liu, Chao Huo, Yihui Shen +3 more
2025Knowledge and Information Systems6 citations Open access
Semantic Scholar
On mask-based image set desensitization with recognition support
Qi-Long Li, Ji Liu, Yi-Fan Sun, Chong-Sheng Zhang +1 more
2023Applied intelligence (Boston)5 citations Open access
Semantic Scholar
AgFlow: fast model selection of penalized PCA via implicit regularization effects of gradient flow
Haiyan Jiang, Haoyi Xiong, Dong-Rui Wu, Ji Liu +1 more
2021Machine-mediated learning3 citations Open access
Semantic Scholar
An Investigation of Containment Measure Implementation and Public Responses to the COVID-19 Pandemic in Mainland China
Ji Liu, Haoyi Xiong, Xiakai Wang, Jizhou Huang +5 more
2021International Conference on Digital Health3 citations
Semantic Scholar
AEDFL: Eﬀicient Asynchronous Decentralized Federated Learning with Heterogeneous Devices
Ji Liu, TianshiChe, Yang Zhou, RuomingJin +6 more
1 citations
Semantic Scholar
Fisher Information-based Eﬀicient Curriculum Federated Learning with Large Language Models
Ji Liu, Jiaxiang Ren, R. Jin, Zijie Zhang +44 more
0 citations
Semantic Scholar