Derui Zhu - RankMe

30 papers A* 5B 1Journal 15Unranked 8

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	CoQuIR: A Comprehensive Benchmark for Code Quality-Aware Information Retrieval. CoRR Jiahui Geng, Fengyu Cai, Shaobo Cui, Qing Li, Liangwei Chen, Chenyang Lyu, Haonan Li, Derui Zhu, Walter Pretschner, Heinz Koeppl, Fakhri Karray
2025	—	`conf`	HD-NDEs: Neural Differential Equations for Hallucination Detection in LLMs. ACL (1) Qing Li, Jiahui Geng, Zongxiong Chen, Derui Zhu, Yuxia Wang, Congbo Ma, Chenyang Lyu, Fakhri Karray
2025	J	`jnl`	HD-NDEs: Neural Differential Equations for Hallucination Detection in LLMs. CoRR Qing Li, Jiahui Geng, Zongxiong Chen, Derui Zhu, Yuxia Wang, Congbo Ma, Chenyang Lyu, Fakhri Karray
2025	A*	`conf`	Internal Activation Revision: Safeguarding Vision Language Models Without Parameter Update. AAAI Qing Li, Jiahui Geng, Derui Zhu, Zongxiong Chen, Kun Song, Lei Ma, Fakhri Karray
2025	—	`conf`	Mind the Leak: Formalizing Confidentiality Preservation Assessment of Multi-Model Consistency Checking Systems. MODELS-C Sebastian Bergemann, Andreas Bayha, Derui Zhu, Mohammad Sadeghi, Colin Atkinson, Alexander Pretschner
2025	J	`jnl`	Safe Reinforcement Learning via Episodic Control. IEEE Access Zhuo Li, Derui Zhu, Jens Grossklags
2025	—	`—`	The Vulnerability of Data Protection and Trustworthy Content Generation in AI Models. Derui Zhu
2025	—	`conf`	VSCBench: Bridging the Gap in Vision-Language Model Safety Calibration. ACL (Findings) Jiahui Geng, Qing Li, Zongxiong Chen, Yuxia Wang, Derui Zhu, Zhuohan Xie, Chenyang Lyu, Xiuying Chen, Preslav Nakov, Fakhri Karray
2025	J	`jnl`	VSCBench: Bridging the Gap in Vision-Language Model Safety Calibration. CoRR Jiahui Geng, Qing Li, Zongxiong Chen, Yuxia Wang, Derui Zhu, Zhuohan Xie, Chenyang Lyu, Xiuying Chen, Preslav Nakov, Fakhri Karray
2024	—	`conf`	Exploiting Internal Randomness for Privacy in Vertical Federated Learning. ESORICS (2) Yulian Sun, Li Duan, Ricardo Mendes, Derui Zhu, Yue Xia, Yong Li, Asja Fischer
2024	J	`jnl`	Exploiting Internal Randomness for Privacy in Vertical Federated Learning. IACR Cryptol. ePrint Arch. Yulian Sun, Li Duan, Ricardo Mendes, Derui Zhu, Yue Xia, Yong Li, Asja Fischer
2024	J	`jnl`	LUNA: A Model-Based Universal Analysis Framework for Large Language Models. IEEE Trans. Software Eng. Da Song, Xuan Xie, Jiayang Song, Derui Zhu, Yuheng Huang, Felix Juefei-Xu, Lei Ma
2024	—	`conf`	PoLLMgraph: Unraveling Hallucinations in Large Language Models via State Transition Dynamics. NAACL-HLT (Findings) Derui Zhu, Dingfan Chen, Qing Li, Zongxiong Chen, Lei Ma, Jens Grossklags, Mario Fritz
2024	J	`jnl`	PoLLMgraph: Unraveling Hallucinations in Large Language Models via State Transition Dynamics. CoRR Derui Zhu, Dingfan Chen, Qing Li, Zongxiong Chen, Lei Ma, Jens Grossklags, Mario Fritz
2024	A*	`conf`	PrivAuditor: Benchmarking Data Protection Vulnerabilities in LLM Adaptation Techniques. NeurIPS Derui Zhu, Dingfan Chen, Xiongfei Wu, Jiahui Geng, Zhuo Li, Jens Grossklags, Lei Ma
2024	—	`conf`	Reference-free Hallucination Detection for Large Vision-Language Models. EMNLP (Findings) Qing Li, Jiahui Geng, Chenyang Lyu, Derui Zhu, Maxim Panov, Fakhri Karray
2024	J	`jnl`	Reference-free Hallucination Detection for Large Vision-Language Models. CoRR Qing Li, Chenyang Lyu, Jiahui Geng, Derui Zhu, Maxim Panov, Fakhri Karray
2024	B	`conf`	Towards Trustworthy Dataset Distillation: A Benchmark of Privacy, Fairness and Robustness. IJCNN Zongxiong Chen, Jiahui Geng, Derui Zhu, Qing Li, Sonja Schimmler, Manfred Hauswirth
2024	J	`jnl`	Vulnerabilities of Data Protection in Vertical Federated Learning Training and Countermeasures. IEEE Trans. Inf. Forensics Secur. Derui Zhu, Jinfu Chen, Xuebing Zhou, Weiyi Shang, Ahmed E. Hassan, Jens Grossklags
2023	J	`jnl`	A Comprehensive Study on Dataset Distillation: Performance, Privacy, Robustness and Fairness. CoRR Zongxiong Chen, Jiahui Geng, Derui Zhu, Herbert Woisetschlaeger, Qing Li, Sonja Schimmler, Ruben Mayer, Chunming Rong
2023	J	`jnl`	Data Forensics in Diffusion Models: A Systematic Analysis of Membership Privacy. CoRR Derui Zhu, Dingfan Chen, Jens Grossklags, Mario Fritz
2023	A*	`conf`	Generative Model-Based Testing on Decision-Making Policies. ASE Zhuo Li, Xiongfei Wu, Derui Zhu, Mingfei Cheng, Siyuan Chen, Fuyuan Zhang, Xiaofei Xie, Lei Ma, Jianjun Zhao
2023	J	`jnl`	LUNA: A Model-Based Universal Analysis Framework for Large Language Models. CoRR Da Song, Xuan Xie, Jiayang Song, Derui Zhu, Yuheng Huang, Felix Juefei-Xu, Lei Ma
2023	A*	`conf`	Neural Episodic Control with State Abstraction. ICLR Zhuo Li, Derui Zhu, Yujing Hu, Xiaofei Xie, Lei Ma, Yan Zheng, Yan Song, Yingfeng Chen, Jianjun Zhao
2023	J	`jnl`	Neural Episodic Control with State Abstraction. CoRR Zhuo Li, Derui Zhu, Yujing Hu, Xiaofei Xie, Lei Ma, Yan Zheng, Yan Song, Yingfeng Chen, Jianjun Zhao
2023	J	`jnl`	Towards understanding quality challenges of the federated learning for neural networks: a first look from the lens of robustness. Empir. Softw. Eng. Amin Eslami Abyane, Derui Zhu, Roberto Souza, Lei Ma, Hadi Hemmati
2022	J	`jnl`	Towards Understanding Quality Challenges of the Federated Learning: A First Look from the Lens of Robustness. CoRR Amin Eslami Abyane, Derui Zhu, Roberto Medeiros de Souza, Lei Ma, Hadi Hemmati
2021	A*	`conf`	DeepMemory: Model-based Memorization Analysis of Deep Neural Language Models. ASE Derui Zhu, Jinfu Chen, Weiyi Shang, Xuebing Zhou, Jens Grossklags, Ahmed E. Hassan
2018	—	`conf`	Neural Hidden Markov Model for Machine Translation. ACL (2) Weiyue Wang, Derui Zhu, Tamer Alkhouli, Zixuan Gan, Hermann Ney
2017	—	`conf`	Hybrid Neural Network Alignment and Lexicon Model in Direct HMM for Statistical Machine Translation. ACL (2) Weiyue Wang, Tamer Alkhouli, Derui Zhu, Hermann Ney