Lichao "James" Sun
Lichao "James" Sun
Assistant Professor of Computer Science, Lehigh University
Potvrđena adresa e-pošte na - Početna stranica
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
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
A Comprehensive Survey of AI-Generated Content (AIGC): A History of Generative AI from GAN to ChatGPT
Y Cao, S Li, Y Liu, Z Yan, Y Dai, PS Yu, L Sun
arXiv preprint arXiv:2303.04226, 2023
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
SplitFed: When Federated Learning Meets Split Learning
C Thapa, MAP Chamikara, S Camtepe, L Sun
Association for the Advancement of Artificial Intelligence (AAAI), 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
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
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
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
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
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
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
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
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
Deep Learning Towards Mobile Applications
J Wang, B Cao, P Yu, L Sun, W Bao, X Zhu
2018 IEEE 38th International Conference on Distributed Computing Systems …, 2018
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
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, ...
arxiv, 2023
Private Model Compression via Knowledge Distillation
J Wang, W Bao, L Sun, X Zhu, B Cao, SY Philip
Association for the Advancement of Artificial Intelligence (AAAI), 2019
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
Federated Model Distillation with Noise-Free Differential Privacy
L Sun, L Lyu
International Joint Conference on Artificial Intelligence (IJCAI), 2021
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