| Privacy and Robustness in Federated Learning: Attacks and Defenses L Lyu, H Yu, X Ma, C Chen, L Sun, J Zhao, Q Yang, PS Yu IEEE Transactions on Neural Networks and Learning Systems, 2022 | 1099* | 2022 |
| A survey of ai-generated content (aigc) Y Cao, S Li, Y Liu, Z Yan, Y Dai, P Yu, L Sun ACM Computing Surveys, 2024 | 803* | 2024 |
| Significant Permission Identification for Machine Learning Based Android Malware Detection L Sun*, J Li*, Q Yan, Z Li, W Srisa-an, H Ye IEEE Transactions on Industrial Informatics, 2018 | 683 | 2018 |
| A Survey on Text Classification: From Traditional to Deep Learning Q Li, H Peng, J Li, C Xia, R Yang, L Sun, PS Yu, L He ACM Transactions on Intelligent Systems and Technology (TIST) 13 (2), 1-41, 2022 | 657* | 2022 |
| SplitFed: When Federated Learning Meets Split Learning C Thapa, MAP Chamikara, S Camtepe, L Sun Association for the Advancement of Artificial Intelligence (AAAI), 2022 | 636 | 2022 |
| A Comprehensive Survey on Pretrained Foundation Models: A History from BERT to ChatGPT C Zhou, Q Li, C Li, J Yu, Y Liu, G Wang, K Zhang, C Ji, Q Yan, L He, ... 🏆 Hugging Face Daily Papers, 2023 | 631* | 2023 |
| Membership Inference Attacks on Machine Learning: A Survey H Hu, Z Salcic, L Sun, G Dobbie, PS Yu, X Zhang ACM Computing Surveys (CSUR), 2022 | 531 | 2022 |
| Adversarial Attack and Defense on Graph Data: A Survey L Sun, Y Dou, C Yang, K Zhang, J Wang, SY Philip, L He, B Li IEEE Transactions on Knowledge and Data Engineering, 2023 | 365 | 2023 |
| AugGPT: Leveraging ChatGPT for Text Data Augmentation H Dai, Z Liu, W Liao, X Huang, Y Cao, Z Wu, L Zhao, S Xu, W Liu, N Liu, ... IEEE Transactions on Big Data, 2024 | 358* | 2024 |
| TrustLLM: Trustworthiness in Large Language Models L Sun, Y Huang, H Wang, S Wu, Q Zhang, C Gao, Y Huang, W Lyu, ... 🏆 International Conference on Machine Learning (ICML), Hugging Face Daily Papers, 2024 | 284* | 2024 |
| User Preference-aware Fake News Detection Y Dou, K Shu, C Xia, PS Yu, L Sun ACM Special Interest Group on Information Retrieval (SIGIR), 2021 | 279 | 2021 |
| LDP-FL: Practical Private Aggregation in Federated Learning with Local Differential Privacy L Sun, J Qian, X Chen International Joint Conference on Artificial Intelligence (IJCAI), 2021 | 250 | 2021 |
| FedGraphNN: A Federated Learning System and Benchmark for Graph Neural Networks C He, K Balasubramanian, E Ceyani, C Yang, H Xie, L Sun, L He, L Yang, ... ICLR 2021 Workshop on Distributed and Private Machine Learning (DPML), 2021 | 238* | 2021 |
| Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models Y Liu, K Zhang, Y Li, Z Yan, C Gao, R Chen, Z Yuan, Y Huang, H Sun, ... 🏆 Hugging Face Daily Papers, 2024 | 217 | 2024 |
| DeID-GPT: Zero-shot Medical Text De-Identification by GPT-4 Z Liu, Y Huang, X Yu, L Zhang, Z Wu, C Cao, H Dai, L Zhao, L Sun, W Liu, ... arxiv, 2023 | 180* | 2023 |
| Subgraph Federated Learning with Missing Neighbor Generation K Zhang, C Yang, X Li, L Sun, SM Yiu 🏆 Advances in Neural Information Processing Systems (NeurIPS) - Spotlight, 2021 | 177 | 2021 |
| Mixup-Transformer: Dynamic Data Augmentation for NLP Tasks L Sun, C Xia, W Yin, T Liang, PS Yu, L He International Conference on Computational Linguistics (COLING), 2020 | 172 | 2020 |
| A generalist vision–language foundation model for diverse biomedical tasks K Zhang, R Zhou, E Adhikarla, Z Yan, Y Liu, J Yu, Z Liu, X Chen, ... 🏆 Nature Medicine, 1-13, 2024 | 163* | 2024 |
| Adv-BERT: BERT is not robust on misspellings! Generating nature adversarial samples on BERT L Sun, K Hashimoto, W Yin, A Asai, J Li, P Yu, C Xiong arXiv preprint arXiv:2003.04985, 2020 | 150 | 2020 |
| Prompt Engineering for Healthcare: Methodologies and Applications J Wang, E Shi, S Yu, Z Wu, C Ma, H Dai, Q Yang, Y Kang, J Wu, H Hu, ... arXiv preprint arXiv:2304.14670, 2023 | 148 | 2023 |
Philip S. YuProfessor of Computer Science, University of Illinons at ChicagoПодтвержден адрес электронной почты в домене cs.uic.edu
Lifang HeAssistant Professor of Computer Science, Lehigh UniversityПодтвержден адрес электронной почты в домене lehigh.edu
Xiang LiAssistant Professor, Massachusetts General Hospital and Harvard Medical SchoolПодтвержден адрес электронной почты в домене mgh.harvard.edu
Carl J. YangAssistant Professor of Computer Science at Emory UniversityПодтвержден адрес электронной почты в домене emory.edu
Qiben YanComputer Science and Engineering, Michigan State UniversityПодтвержден адрес электронной почты в домене msu.edu
Caiming XiongSalesforce ResearchПодтвержден адрес электронной почты в домене salesforce.com
Witawas Srisa-anProfessor, School of Computing, University of Nebraska-LincolnПодтвержден адрес электронной почты в домене unl.edu
Yingtong DouResearch Scientist, Visa Inc.Подтвержден адрес электронной почты в домене visa.com
Kai ShuAssistant Professor of Computer Science, Emory UniversityПодтвержден адрес электронной почты в домене emory.edu
Jianfeng GaoMicrosoft Research, RedmondПодтвержден адрес электронной почты в домене microsoft.com
Yong ChenProfessor of Biostatistics, The University of PennsylvaniaПодтвержден адрес электронной почты в домене upenn.edu
James ZouStanford UniversityПодтвержден адрес электронной почты в домене stanford.edu
Jian PeiArthur S. Pearse Distinguished Professor, Duke UniversityПодтвержден адрес электронной почты в домене cs.sfu.ca
Wei Chen （陈 卫）Microsoft ResearchПодтвержден адрес электронной почты в домене microsoft.com
Jiliang TangUniversity Foundation Professor of Computer Science and Engineering, Michigan State UniversityПодтвержден адрес электронной почты в домене msu.edu
Bo LiUniversity of Illinois at Urbana–ChampaignПодтвержден адрес электронной почты в домене illinois.edu
Neil Zhenqiang GongAssociate Professor, Duke UniversityПодтвержден адрес электронной почты в домене duke.edu
Yue ZhaoAssistant Professor of Computer Science, University of Southern CaliforniaПодтвержден адрес электронной почты в домене usc.edu
Xing Xie 谢幸Partner Research Manager, Microsoft, ACM Fellow, IEEE Fellow, CCF FellowПодтвержден адрес электронной почты в домене microsoft.com
