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ORCIDYi Liu 0057
Person information
- affiliation: City University of Hong Kong
- affiliation: Monash University, Faculty of Information Technology, Melbourne, Australia
- affiliation (former): Heilongjiang University, School of Data Science and Technology, Harbin, China
Other persons with the same name
- Yi Liu — disambiguation page
- Yi Liu 0001
![[0000-0002-1571-5442]](https://dblp.uni-trier.de./img/orcid-mark.12x12.png "0000-0002-1571-5442")
— University of Massachusetts Dartmouth, MA, USA (and 2 more) - Yi Liu 0002 — Tsinghua University, Department of Engineering Physics, Institute of Public Safety Research, Beijing, China (and 1 more)
- Yi Liu 0003 — People's Public Security University of China, Public Order School, Beijing, China (and 2 more)
- Yi Liu 0004 — Xidian University, School of Electronic Engineering, Xian, China (and 1 more)
- Yi Liu 0005 — Southwest Jiaotong University, Intelligent Control Development Center, Chengdu, China (and 1 more)
- Yi Liu 0006 — Xidian University, State Key Laboratory of Integrated Service Network, Xi'an, China
- Yi Liu 0007 — North University of China, National Key Laboratory for Electronic Measurement Technology, Taiyuan, China
- Yi Liu 0008 — PetroChina Chongqing Marketing Jiangnan Company, Chongqing, China
- Yi Liu 0009 — University of Maryland, College Park, MD, USA (and 1 more)
- Yi Liu 0010 — National Institute of Aerospace, Hampton, VA, USA (and 1 more)
- Yi Liu 0011 — Fukuoka Institute of Technology (FIT), Graduate School of Engineering, Japan
- Yi Liu 0012 — Information Science Technology Institute, Zhengzhou, China
- Yi Liu 0013 — Beihang University, Sino-German Joint Software Institute, Beijing, China (and 1 more)
- Yi Liu 0014 — Peking University, Key Laboratory of High Confidence Software Technologies, Beijing, China
- Yi Liu 0015 — Guangdong University of Technology, School of Automation, China (and 2 more)
- Yi Liu 0016 — Wuhan University, School of Resource and Environmental Sciences, China (and 1 more)
- Yi Liu 0017 — Norwegian University of Science and Technology, Department of Electronic Systems, Trondheim, Norway (and 1 more)
- Yi Liu 0018 — Tsinghua University, Department of Automation, National Engineering Laboratory for E-Commerce Technology, Beijing, China
- Yi Liu 0019 — Beijing Jiaotong University, School of Computer and Information Technology, Beijing Key Lab of Traffic Data Analysis and Mining, China
- Yi Liu 0020 — National University of Defense Technology, College of Electronic Science, Changsha, China
- Yi Liu 0021 — Hangzhou Dianzi University, Management School, China
- Yi Liu 0022 — Hong Kong University of Science and Technology, Department of Electronic and Computer Engineering, Human Language Technology Center, Hong Kong
- Yi Liu 0023 — Georgia College and State University Milledgeville, GA, USA (and 1 more)
- Yi Liu 0024 — Zhejiang University of Technology, Institute of Process Equipment and Control Engineering, Hangzhou, China (and 1 more)
- Yi Liu 0025 — Yantai University, School of Chemistry and Chemical Engineering, China (and 1 more)
- Yi Liu 0026 — University of Erlangen-Nuremberg, Department of Physics, Germany (and 1 more)
- Yi Liu 0027 — Fudan University, State Key Laboratory of ASIC & System, Shanghai, China
- Yi Liu 0028 — Wuhan University, School of Geodesy and Geomatics, China
- Yi Liu 0029 — Guangdong University of Technology, School of Computer Science and Technology, Guangzhou, China (and 1 more)
- Yi Liu 0030 — Huazhong University of Science and Technology, School of Electrical and Electronic Engineering, State Key Laboratory of Advanced Electromagnetic Engineering and Technology, Wuhan, China (and 1 more)
- Yi Liu 0031 — Chinese Academy of Sciences, Institute of Atmospheric Physics, Key Laboratory of Middle Atmosphere and Global Environment Observation, Beijing, China
- Yi Liu 0032 — Rennes School of Business, France
- Yi Liu 0033 — Amazon.com, Inc., Seattle, WA, USA
- Yi Liu 0034 — Wuhan University, School of Electronic Information, Department of Space Physics, China
- Yi Liu 0035 — Southwest Jiaotong University, Information Security and National Computing Grid Laboratory, Chengdu, China
- Yi Liu 0036 — Beijing Institute of Technology, School of Mechatronical Engineering, Intelligent Robotics Institute / MOE Key Laboratory of Biomimetic Robots and Systems, China
- Yi Liu 0037 — Zhejiang University, Institute of Cyber Systems and Control, Hangzhou, China
- Yi Liu 0038 — Xidian University, MOE Key Laboratory of Electronic Equipment Structure Design, Xi'an, China (and 1 more)
- Yi Liu 0039 — University of Western Ontario, Department of Computer Science, London, ON, Canada
- Yi Liu 0040 — Nanyang Technological University, Interdisciplinary Graduate School, Singapore
- Yi Liu 0041 — Dalian Maritime University, Institute of Information Science and Technology, China
- Yi Liu 0042 — Xidian University, Institute of Software Engineering, Xi'an, China
- Yi Liu 0043 — National Innovation Institute of Defense Technology, Beijing, China (and 1 more)
- Yi Liu 0044 — Chinese Academy of Sciences, Institute of Electrical Engineering, Beijing, China
- Yi Liu 0045 — Dalian Maritime University, College of Marine Electrical Engineering, Dalian, China
- Yi Y. Liu 0001 (aka: Yi Liu 0046) — Nanjing University of Information Science and Technology, School of Geographical Science, Nanjing, China (and 1 more)
- Yi Y. Liu 0002 (aka: Yi Liu 0047) — IBM China Research Lab, Beijing, China
- Yi Liu 0048 — Hohai University, College of Hydrology and Water Resources, Nanjing, China
- Yi Liu 0049 — Tsinghua University, Department of Electronic Engineering, Tsinghua National Laboratory for Information Science and Technology, Beijing, China
- Yi Liu 0050 — Tsinghua University, Tsinghua National Laboratory for Information Science and Technology, Center for Speech and Language Technologies, Beijing, China
- Yi Liu 0051 — Xidian University, Key Laboratory of Intelligent Perception and Image Understanding, Xi'an, China (and 1 more)
- Yi Liu 0052 — University of California San Diego, Electrical and Computer Engineering Department, CA, USA
- Yi Liu 0053 — Southern University of Science and Technology, Department of Computer Science and Engineering, Shenzhen, China
- Yi Liu 0054 — Google Inc., Mountain View, CA, USA (and 3 more)
- Yi Liu 0055 — Vicarious, San Francisco, CA, USA
- Yi Liu 0056 — PKU Shenzhen Institute, Shenzhen Key Laboratory of Intelligent Media and Speech, Shenzhen, China
- Yi Liu 0058 — University of Bristol, MRC Integrative Epidemiology Unit, UK
- Yi Liu 0059 — Texas A&M University, College Station, TX, USA
- Yi Liu 0060 — Xidian University, School of Microelectronics, Xi'an, China
- Yi Liu 0061 — Brunel University London, Department of Electronic and Computer Engineering, Uxbridge, UK
- Yi Liu 0062 — University of Alberta, Department of Mathematical and Statistical Sciences, Edmonton, Canada
- Yi Liu 0063 — University of North Carolina, Chapel Hill, USA
- Yi Liu 0064 — Wuhan University, Department of Space Physics, School of Electronic Information, China
- Yi Liu 0065 — Hunan University of Technology, School of Computer Science, National Rail Transit Advanced Equipment Innovation Center, Zhuzhou, China (and 1 more)
- Yi Liu 0066 — Institut Polytechnique de Paris, France
- Yi Liu 0067 — Institute of Information Engineering, Chinese Academy of Sciences, China
- Yi Liu 0068 — Ghent University, Belgium (and 1 more)
- Yi Liu 0069 — Nanyang Technological University, Singapore (and 1 more)
- Yi Liu 0070 — Beihang University, Beijing, China
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2020 – today
- 2024
[j14]Leijie Wu, Song Guo, Zicong Hong, Yi Liu, Wenchao Xu, Yufeng Zhan:
Long-Term Adaptive VCG Auction Mechanism for Sustainable Federated Learning With Periodical Client Shifting. IEEE Trans. Mob. Comput. 23(5): 6060-6073 (2024)- [j13]Yi Liu, Song Guo, Yufeng Zhan, Leijie Wu, Zicong Hong, Qihua Zhou:
Chiron: A Robustness-Aware Incentive Scheme for Edge Learning via Hierarchical Reinforcement Learning. IEEE Trans. Mob. Comput. 23(8): 8508-8524 (2024) - [c14]Yi Liu, Cong Wang, Xingliang Yuan:
BadSampler: Harnessing the Power of Catastrophic Forgetting to Poison Byzantine-robust Federated Learning. KDD 2024: 1944-1955 - [c13]Yi Liu, Chengjun Cai, Xiaoli Zhang, Xingliang Yuan, Cong Wang:
Arondight: Red Teaming Large Vision Language Models with Auto-generated Multi-modal Jailbreak Prompts. ACM Multimedia 2024: 3578-3586 - [c12]Yingchun Wang, Jingcai Guo, Song Guo, Yi Liu, Jie Zhang, Weizhan Zhang:
SFP: Spurious Feature-Targeted Pruning for Out-of-Distribution Generalization. ACM Multimedia 2024: 8412-8420 - [i20]Yi Liu, Cong Wang, Xingliang Yuan:
BadSampler: Harnessing the Power of Catastrophic Forgetting to Poison Byzantine-robust Federated Learning. CoRR abs/2406.12222 (2024) - [i19]Yi Liu, Chengjun Cai, Xiaoli Zhang, Xingliang Yuan, Cong Wang:
Arondight: Red Teaming Large Vision Language Models with Auto-generated Multi-modal Jailbreak Prompts. CoRR abs/2407.15050 (2024) - 2023
- [j12]Yifeng Zheng, Shangqi Lai, Yi Liu, Xingliang Yuan, Xun Yi, Cong Wang:
Aggregation Service for Federated Learning: An Efficient, Secure, and More Resilient Realization. IEEE Trans. Dependable Secur. Comput. 20(2): 988-1001 (2023) - [c11]Yixin Zhang, Yong Liu, Hao Xiong, Yi Liu, Fuqiang Yu, Wei He, Yonghui Xu, Lizhen Cui, Chunyan Miao:
Cross-Domain Disentangled Learning for E-Commerce Live Streaming Recommendation. ICDE 2023: 2955-2968 - [i18]Yingchun Wang, Jingcai Guo, Yi Liu, Song Guo, Weizhan Zhang, Xiangyong Cao, Qinghua Zheng:
SFP: Spurious Feature-targeted Pruning for Out-of-Distribution Generalization. CoRR abs/2305.11615 (2023) - 2022
- [j11]Yuanshao Zhu, Yi Liu, James J. Q. Yu, Xingliang Yuan:
Semi-Supervised Federated Learning for Travel Mode Identification From GPS Trajectories. IEEE Trans. Intell. Transp. Syst. 23(3): 2380-2391 (2022) - [j10]Yuanshao Zhu, Yongchao Ye, Yi Liu, James J. Q. Yu:
Cross-Area Travel Time Uncertainty Estimation From Trajectory Data: A Federated Learning Approach. IEEE Trans. Intell. Transp. Syst. 23(12): 24966-24978 (2022) - [j9]Jiawen Kang, Xuandi Li, Jiangtian Nie, Yi Liu, Minrui Xu, Zehui Xiong, Dusit Niyato, Qiang Yan:
Communication-Efficient and Cross-Chain Empowered Federated Learning for Artificial Intelligence of Things. IEEE Trans. Netw. Sci. Eng. 9(5): 2966-2977 (2022) - [j8]Yi Liu, Yuanshao Zhu, James J. Q. Yu:
Resource-Constrained Federated Edge Learning With Heterogeneous Data: Formulation and Analysis. IEEE Trans. Netw. Sci. Eng. 9(5): 3166-3178 (2022) - [j7]Yi Liu, Ruihui Zhao, Jiawen Kang, Abdulsalam Yassine, Dusit Niyato, Jialiang Peng:
Towards Communication-Efficient and Attack-Resistant Federated Edge Learning for Industrial Internet of Things. ACM Trans. Internet Techn. 22(3): 59:1-59:22 (2022) - [c10]Wangjie Jiang, Zhihao Ye, Zijing Ou, Ruihui Zhao, Jianguang Zheng, Yi Liu, Bang Liu, Siheng Li, Yujiu Yang, Yefeng Zheng:
MCSCSet: A Specialist-annotated Dataset for Medical-domain Chinese Spelling Correction. CIKM 2022: 4084-4088 - [c9]Leijie Wu, Song Guo, Yi Liu, Zicong Hong, Yufeng Zhan, Wenchao Xu:
Sustainable Federated Learning with Long-term Online VCG Auction Mechanism. ICDCS 2022: 895-905 - [c8]Yi Liu, Lei Xu, Xingliang Yuan, Cong Wang, Bo Li:
The Right to be Forgotten in Federated Learning: An Efficient Realization with Rapid Retraining. INFOCOM 2022: 1749-1758 - [c7]Qihua Zhou, Song Guo, Yi Liu, Jie Zhang, Jiewei Zhang, Tao Guo, Zhenda Xu, Xun Liu, Zhihao Qu:
Hierarchical Channel-spatial Encoding for Communication-efficient Collaborative Learning. NeurIPS 2022 - [i17]Yifeng Zheng, Shangqi Lai, Yi Liu, Xingliang Yuan, Xun Yi, Cong Wang:
Aggregation Service for Federated Learning: An Efficient, Secure, and More Resilient Realization. CoRR abs/2202.01971 (2022) - [i16]Yi Liu, Lei Xu, Xingliang Yuan, Cong Wang, Bo Li:
The Right to be Forgotten in Federated Learning: An Efficient Realization with Rapid Retraining. CoRR abs/2203.07320 (2022) - [i15]Wangjie Jiang, Zhihao Ye, Zijing Ou, Ruihui Zhao, Jianguang Zheng, Yi Liu, Siheng Li, Bang Liu, Yujiu Yang, Yefeng Zheng:
MCSCSet: A Specialist-annotated Dataset for Medical-domain Chinese Spelling Correction. CoRR abs/2210.11720 (2022) - [i14]Yi Liu, Song Guo, Jie Zhang, Qihua Zhou, Yingchun Wang, Xiaohan Zhao:
Feature Correlation-guided Knowledge Transfer for Federated Self-supervised Learning. CoRR abs/2211.07364 (2022) - [i13]Qihua Zhou, Ruibin Li, Song Guo, Yi Liu, Jingcai Guo, Zhenda Xu:
CaDM: Codec-aware Diffusion Modeling for Neural-enhanced Video Streaming. CoRR abs/2211.08428 (2022) - [i12]Yingchun Wang, Song Guo, Jingcai Guo, Weizhan Zhang, Richard Yida Xu, Jie Zhang, Yi Liu:
Efficient Stein Variational Inference for Reliable Distribution-lossless Network Pruning. CoRR abs/2212.03537 (2022) - 2021
- [j6]Yi Liu, Sahil Garg, Jiangtian Nie, Yang Zhang, Zehui Xiong, Jiawen Kang, M. Shamim Hossain:
Deep Anomaly Detection for Time-Series Data in Industrial IoT: A Communication-Efficient On-Device Federated Learning Approach. IEEE Internet Things J. 8(8): 6348-6358 (2021) - [j5]Yi Liu, Jiangtian Nie, Xuandi Li, Syed Hassan Ahmed, Wei Yang Bryan Lim, Chunyan Miao:
Federated Learning in the Sky: Aerial-Ground Air Quality Sensing Framework With UAV Swarms. IEEE Internet Things J. 8(12): 9827-9837 (2021) - [c6]Yi Liu, Leijie Wu, Yufeng Zhan, Song Guo, Zicong Hong:
Incentive-Driven Long-term Optimization for Edge Learning by Hierarchical Reinforcement Mechanism. ICDCS 2021: 35-45 - [i11]Yi Liu, Yuanshao Zhu, James J. Q. Yu:
Resource-constrained Federated Edge Learning with Heterogeneous Data: Formulation and Analysis. CoRR abs/2110.07567 (2021) - 2020
- [j4]Yi Wu, Yi Liu, Syed Hassan Ahmed, Jialiang Peng, Ahmed A. Abd El-Latif:
Dominant Data Set Selection Algorithms for Electricity Consumption Time-Series Data Analysis Based on Affine Transformation. IEEE Internet Things J. 7(5): 4347-4360 (2020) - [j3]Yi Liu, James J. Q. Yu, Jiawen Kang, Dusit Niyato, Shuyu Zhang:
Privacy-Preserving Traffic Flow Prediction: A Federated Learning Approach. IEEE Internet Things J. 7(8): 7751-7763 (2020) - [j2]Yi Liu, Jialiang Peng, Jiawen Kang, Abdullah M. Iliyasu, Dusit Niyato, Ahmed A. Abd El-Latif:
A Secure Federated Learning Framework for 5G Networks. IEEE Wirel. Commun. 27(4): 24-31 (2020) - [c5]Jiawen Kang, Zehui Xiong, Chunxiao Jiang, Yi Liu, Song Guo, Yang Zhang, Dusit Niyato, Cyril Leung, Chunyan Miao:
Scalable and Communication-Efficient Decentralized Federated Edge Learning with Multi-blockchain Framework. BlockSys 2020: 152-165 - [c4]Yi Liu, Neeraj Kumar, Zehui Xiong, Wei Yang Bryan Lim, Jiawen Kang, Dusit Niyato:
Communication-Efficient Federated Learning for Anomaly Detection in Industrial Internet of Things. GLOBECOM 2020: 1-6 - [c3]Yuanshao Zhu, Shuyu Zhang, Yi Liu, Dusit Niyato, James J. Q. Yu:
Robust Federated Learning Approach for Travel Mode Identification from Non-IID GPS Trajectories. ICPADS 2020: 585-592 - [c2]Yi Liu, Shuyu Zhang, Chenhan Zhang, James J. Q. Yu:
FedGRU: Privacy-preserving Traffic Flow Prediction via Federated Learning. ITSC 2020: 1-6 - [i10]Yi Liu, James J. Q. Yu, Jiawen Kang, Dusit Niyato, Shuyu Zhang:
Privacy-preserving Traffic Flow Prediction: A Federated Learning Approach. CoRR abs/2003.08725 (2020) - [i9]Yi Liu, Jialiang Peng, Jiawen Kang, Abdullah M. Iliyasu, Dusit Niyato, Ahmed A. Abd El-Latif:
A Secure Federated Learning Framework for 5G Networks. CoRR abs/2005.05752 (2020) - [i8]Yi Liu, Xingliang Yuan, Zehui Xiong, Jiawen Kang, Xiaofei Wang, Dusit Niyato:
Federated Learning for 6G Communications: Challenges, Methods, and Future Directions. CoRR abs/2006.02931 (2020) - [i7]Yi Liu, Sahil Garg, Jiangtian Nie, Yang Zhang, Zehui Xiong, Jiawen Kang, M. Shamim Hossain:
Deep Anomaly Detection for Time-series Data in Industrial IoT: A Communication-Efficient On-device Federated Learning Approach. CoRR abs/2007.09712 (2020) - [i6]Yi Liu, Jiangtian Nie, Xuandi Li, Syed Hassan Ahmed, Wei Yang Bryan Lim, Chunyan Miao:
Federated Learning in the Sky: Aerial-Ground Air Quality Sensing Framework with UAV Swarms. CoRR abs/2007.12004 (2020) - [i5]Jiawen Kang, Zehui Xiong, Chunxiao Jiang, Yi Liu, Song Guo, Yang Zhang, Dusit Niyato, Cyril Leung, Chunyan Miao:
Scalable and Communication-efficient Decentralized Federated Edge Learning with Multi-blockchain Framework. CoRR abs/2008.04743 (2020) - [i4]Yi Liu, Xingliang Yuan, Ruihui Zhao, Yifeng Zheng, Yefeng Zheng:
RC-SSFL: Towards Robust and Communication-efficient Semi-supervised Federated Learning System. CoRR abs/2012.04432 (2020) - [i3]Yi Liu, Ruihui Zhao, Jiawen Kang, Abdulsalam Yassine, Dusit Niyato, Jialiang Peng:
Towards Communication-efficient and Attack-Resistant Federated Edge Learning for Industrial Internet of Things. CoRR abs/2012.04436 (2020)
2010 – 2019
- 2019
- [j1]Chenhan Zhang, James Jian Qiao Yu, Yi Liu:
Spatial-Temporal Graph Attention Networks: A Deep Learning Approach for Traffic Forecasting. IEEE Access 7: 166246-166256 (2019) - [c1]Yi Liu, Jialiang Peng, James Jian Qiao Yu, Yi Wu:
PPGAN: Privacy-Preserving Generative Adversarial Network. ICPADS 2019: 985-989 - [i2]Yi Liu, Jiawen Peng, Zhihao Yu:
Big Data Platform Architecture Under The Background of Financial Technology. CoRR abs/1901.10527 (2019) - [i1]Yi Liu, Jialiang Peng, James Jian Qiao Yu, Yi Wu:
PPGAN: Privacy-preserving Generative Adversarial Network. CoRR abs/1910.02007 (2019)
Coauthor Index
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