Derui Zhu

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 14

Top Topics

State Abstraction

Machine Translation

Cognitive Development

Top Venues

IACR Cryptol. ePrint Arch.

Publications

Derui Zhu, Dingfan Chen, Qing Li, Zongxiong Chen, Lei Ma, Jens Grossklags, Mario Fritz
PoLLMgraph: Unraveling Hallucinations in Large Language Models via State Transition Dynamics. CoRR (2024)
Da Song, Xuan Xie, Jiayang Song, Derui Zhu, Yuheng Huang, Felix Juefei-Xu, Lei Ma
LUNA: A Model-Based Universal Analysis Framework for Large Language Models. IEEE Trans. Software Eng. 50 (7) (2024)
Derui Zhu, Jinfu Chen, Xuebing Zhou, Weiyi Shang, Ahmed E. Hassan, Jens Grossklags
Vulnerabilities of Data Protection in Vertical Federated Learning Training and Countermeasures. IEEE Trans. Inf. Forensics Secur. 19 (2024)
Yulian Sun, Li Duan, Ricardo Mendes, Derui Zhu, Yue Xia, Yong Li, Asja Fischer
Exploiting Internal Randomness for Privacy in Vertical Federated Learning. IACR Cryptol. ePrint Arch. 2024 (2024)
Derui Zhu, Dingfan Chen, Jens Grossklags, Mario Fritz
Data Forensics in Diffusion Models: A Systematic Analysis of Membership Privacy. CoRR (2023)
Da Song, Xuan Xie, Jiayang Song, Derui Zhu, Yuheng Huang, Felix Juefei-Xu, Lei Ma
LUNA: A Model-Based Universal Analysis Framework for Large Language Models. CoRR (2023)
Zhuo Li, Xiongfei Wu, Derui Zhu, Mingfei Cheng, Siyuan Chen, Fuyuan Zhang, Xiaofei Xie, Lei Ma, Jianjun Zhao
Generative Model-Based Testing on Decision-Making Policies. ASE (2023)
Zhuo Li, Derui Zhu, Yujing Hu, Xiaofei Xie, Lei Ma, Yan Zheng, Yan Song, Yingfeng Chen, Jianjun Zhao
Neural Episodic Control with State Abstraction. ICLR (2023)
Zhuo Li, Derui Zhu, Yujing Hu, Xiaofei Xie, Lei Ma, Yan Zheng, Yan Song, Yingfeng Chen, Jianjun Zhao
Neural Episodic Control with State Abstraction. CoRR (2023)
Amin Eslami Abyane, Derui Zhu, Roberto Souza, Lei Ma, Hadi Hemmati
Towards understanding quality challenges of the federated learning for neural networks: a first look from the lens of robustness. Empir. Softw. Eng. 28 (2) (2023)
Amin Eslami Abyane, Derui Zhu, Roberto Medeiros de Souza, Lei Ma, Hadi Hemmati
Towards Understanding Quality Challenges of the Federated Learning: A First Look from the Lens of Robustness. CoRR (2022)
Derui Zhu, Jinfu Chen, Weiyi Shang, Xuebing Zhou, Jens Grossklags, Ahmed E. Hassan
DeepMemory: Model-based Memorization Analysis of Deep Neural Language Models. ASE (2021)
Weiyue Wang, Derui Zhu, Tamer Alkhouli, Zixuan Gan, Hermann Ney
Neural Hidden Markov Model for Machine Translation. ACL (2) (2018)
Weiyue Wang, Tamer Alkhouli, Derui Zhu, Hermann Ney
Hybrid Neural Network Alignment and Lexicon Model in Direct HMM for Statistical Machine Translation. ACL (2) (2017)