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Shenglai Zeng
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引用次数
引用次数
年份
Hfedms: Heterogeneous federated learning with memorable data semantics in industrial metaverse
S Zeng, Z Li, H Yu, Z Zhang, L Luo, B Li, D Niyato
IEEE Transaction on Cloud Computing, 2022
512022
Evaluating graph neural networks for link prediction: Current pitfalls and new benchmarking
J Li, H Shomer, H Mao, S Zeng, Y Ma, N Shah, J Tang, D Yin
Advances in Neural Information Processing Systems 36, 2024
312024
Heterogeneous federated learning via grouped sequential-to-parallel training
S Zeng, Z Li, H Yu, Y He, Z Xu, D Niyato, H Yu
International Conference on Database Systems for Advanced Applications, 455-471, 2022
192022
The good and the bad: Exploring privacy issues in retrieval-augmented generation (rag)
S Zeng, J Zhang, P He, Y Xing, Y Liu, H Xu, J Ren, S Wang, D Yin, ...
ACL 2024, 2024
172024
Copyright protection in generative ai: A technical perspective
J Ren, H Xu, P He, Y Cui, S Zeng, J Zhang, H Wen, J Ding, H Liu, ...
arXiv preprint arXiv:2402.02333, 2024
142024
Knowledge-Enhanced Semi-Supervised Federated Learning for Aggregating Heterogeneous Lightweight Clients in IoT
S Zeng*, J Wang*, Z Long, Y Wang, H Xiao, F Ma
Proceedings of the 2023 SIAM International Conference on Data Mining (SDM …, 2023
112023
On the generalization of training-based chatgpt detection methods
H Xu, J Ren, P He, S Zeng, Y Cui, A Liu, H Liu, J Tang
arXiv preprint arXiv:2310.01307, 2023
102023
Exploring memorization in fine-tuned language models
S Zeng, Y Li, J Ren, Y Liu, H Xu, P He, Y Xing, S Wang, J Tang, D Yin
ACL 2024, 2023
72023
Unveiling and Mitigating Memorization in Text-to-image Diffusion Models through Cross Attention
J Ren, Y Li, S Zen, H Xu, L Lyu, Y Xing, J Tang
arXiv preprint arXiv:2403.11052, 2024
42024
Sharpness-Aware Data Poisoning Attack
P He, H Xu, J Ren, Y Cui, H Liu, CC Aggarwal, J Tang
arXiv preprint arXiv:2305.14851, 2023
42023
Six-CD: Benchmarking Concept Removals for Benign Text-to-image Diffusion Models
J Ren, K Chen, Y Cui, S Zeng, H Liu, Y Xing, J Tang, L Lyu
arXiv preprint arXiv:2406.14855, 2024
2024
Mitigating the Privacy Issues in Retrieval-Augmented Generation (RAG) via Pure Synthetic Data
S Zeng, J Zhang, P He, J Ren, T Zheng, H Lu, H Xu, H Liu, Y Xing, J Tang
arXiv preprint arXiv:2406.14773, 2024
2024
Confidence-driven Sampling for Backdoor Attacks
P He, H Xu, Y Xing, J Ren, Y Cui, S Zeng, J Tang, M Yamada, ...
arXiv preprint arXiv:2310.05263, 2023
2023
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