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Derui Zhu
标题
引用次数
引用次数
年份
Neural hidden Markov model for machine translation
W Wang, D Zhu, T Alkhouli, Z Gan, H Ney
Proceedings of the 56th Annual Meeting of the Association for Computational …, 2018
352018
Hybrid neural network alignment and lexicon model in direct hmm for statistical machine translation
W Wang, T Alkhouli, D Zhu, H Ney
Proceedings of the 55th Annual Meeting of the Association for Computational …, 2017
272017
Data forensics in diffusion models: A systematic analysis of membership privacy
D Zhu, D Chen, J Grossklags, M Fritz
arXiv preprint arXiv:2302.07801, 2023
142023
Neural episodic control with state abstraction
Z Li, D Zhu, Y Hu, X Xie, L Ma, Y Zheng, Y Song, Y Chen, J Zhao
arXiv preprint arXiv:2301.11490, 2023
102023
Deepmemory: model-based memorization analysis of deep neural language models
D Zhu, J Chen, W Shang, X Zhou, J Grossklags, AE Hassan
2021 36th IEEE/ACM International Conference on Automated Software …, 2021
82021
Vulnerabilities of Data Protection in Vertical Federated Learning Training and Countermeasures
D Zhu, J Chen, X Zhou, W Shang, AE Hassan, J Grossklags
IEEE Transactions on Information Forensics and Security, 2024
42024
Generative model-based testing on decision-making policies
Z Li, X Wu, D Zhu, M Cheng, S Chen, F Zhang, X Xie, L Ma, J Zhao
2023 38th IEEE/ACM International Conference on Automated Software …, 2023
42023
A comprehensive study on dataset distillation: Performance, privacy, robustness and fairness
Z Chen, J Geng, D Zhu, H Woisetschlaeger, Q Li, S Schimmler, R Mayer, ...
arXiv preprint arXiv:2305.03355, 2023
42023
Towards understanding quality challenges of the federated learning for neural networks: a first look from the lens of robustness
AE Abyane, D Zhu, R Souza, L Ma, H Hemmati
Empirical Software Engineering 28 (2), 44, 2023
32023
LUNA: A Model-Based Universal Analysis Framework for Large Language Models
D Song, X Xie, J Song, D Zhu, Y Huang, F Juefei-Xu, L Ma
https://arxiv.org/pdf/2310.14211.pdf, 2023
32023
PoLLMgraph: Unraveling Hallucinations in Large Language Models via State Transition Dynamics
D Zhu, D Chen, Q Li, Z Chen, L Ma, J Grossklags, M Fritz
arXiv preprint arXiv:2404.04722, 2024
22024
Reference-free Hallucination Detection for Large Vision-Language Models
Q Li, C Lyu, J Geng, D Zhu, M Panov, F Karray
arXiv preprint arXiv:2408.05767, 2024
12024
Exploiting Internal Randomness for Privacy in Vertical Federated Learning
Y Sun, L Duan, R Mendes, D Zhu, Y Xia, Y Li, A Fischer
European Symposium on Research in Computer Security, 390-409, 2024
2024
Towards Trustworthy Dataset Distillation: A Benchmark of Privacy, Fairness and Robustness
Z Chen, J Geng, D Zhu, Q Li, S Schimmler, M Hauswirth
2024 International Joint Conference on Neural Networks (IJCNN), 1-10, 2024
2024
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