Towards General Deep Leakage in Federated Learning. - Jiahui Geng; Yongli Mou; Feifei Li; Qing Li 038; Oya Beyan; Stefan Decker; Chunming Rong (CoRR, 2021)

Learning the nonlinear flux function of a hidden scalar conservation law from data. - Qing Li 038; Steinar Evje (Networks Heterog. Media, 2022)

Solving Nonlinear Conservation Laws of Partial Differential Equations Using Graph Neural Networks. - Qing Li 038; Jiahui Geng; Steinar Evje; Chunming Rong (NLDL, 2023)

Learning Parameterized ODEs From Data. - Qing Li 038; Steinar Evje; Jiahui Geng (IEEE Access, 2023)

A Comprehensive Study on Dataset Distillation: Performance, Privacy, Robustness and Fairness. - Zongxiong Chen; Jiahui Geng; Derui Zhu; Herbert Woisetschlaeger; Qing Li 038; Sonja Schimmler; Ruben Mayer; Chunming Rong (CoRR, 2023)

Reference-free Hallucination Detection for Large Vision-Language Models. - Qing Li 038; Jiahui Geng; Chenyang Lyu; Derui Zhu; Maxim Panov; Fakhri Karray (EMNLP (Findings), 2024)

Towards Trustworthy Dataset Distillation: A Benchmark of Privacy, Fairness and Robustness. - Zongxiong Chen; Jiahui Geng; Derui Zhu; Qing Li 038; Sonja Schimmler; Manfred Hauswirth (IJCNN, 2024)

PoLLMgraph: Unraveling Hallucinations in Large Language Models via State Transition Dynamics. - Derui Zhu; Dingfan Chen; Qing Li 038; Zongxiong Chen; Lei Ma 003; Jens Grossklags; Mario Fritz (NAACL-HLT (Findings), 2024)

Enhance Hyperbolic Representation Learning via Second-order Pooling. - Kun Song; Ruben Solozabal; Li hao; Lu Ren; Moloud Abdar; Qing Li 038; Fakhri Karray; Martin Takác 001 (CoRR, 2024)

Improved Gradient Inversion Attacks and Defenses in Federated Learning. - Jiahui Geng; Yongli Mou; Qing Li 038; Feifei Li; Oya Beyan; Stefan Decker; Chunming Rong (IEEE Trans. Big Data, 2024)

Internal Activation Revision: Safeguarding Vision Language Models Without Parameter Update. - Qing Li 038; Jiahui Geng; Derui Zhu; Zongxiong Chen; Kun Song; Lei Ma 003; Fakhri Karray (AAAI, 2025)

HD-NDEs: Neural Differential Equations for Hallucination Detection in LLMs. - Qing Li 038; Jiahui Geng; Zongxiong Chen; Derui Zhu; Yuxia Wang; Congbo Ma; Chenyang Lyu; Fakhri Karray (ACL (1), 2025)

VSCBench: Bridging the Gap in Vision-Language Model Safety Calibration. - Jiahui Geng; Qing Li 038; Zongxiong Chen; Yuxia Wang; Derui Zhu; Zhuohan Xie; Chenyang Lyu; Xiuying Chen; Preslav Nakov; Fakhri Karray (ACL (Findings), 2025)

A Message from the Chairs. - Xiaofang Zhou; Qing Li 038; Angela Bonifati; Hans-Arno Jacobsen; Wenjie Zhang 001 (ICDE, 2025)

Internal Activation Revision: Safeguarding Vision Language Models Without Parameter Update. - Qing Li 038; Jiahui Geng; Zongxiong Chen; Kun Song; Lei Ma 003; Fakhri Karray (CoRR, 2025)

A Comprehensive Survey of Machine Unlearning Techniques for Large Language Models. - Jiahui Geng; Qing Li 038; Herbert Woisetschlaeger; Zongxiong Chen; Yuxia Wang; Preslav Nakov; Hans-Arno Jacobsen; Fakhri Karray (CoRR, 2025)

CoQuIR: A Comprehensive Benchmark for Code Quality-Aware Information Retrieval. - Jiahui Geng; Fengyu Cai; Shaobo Cui 006; Qing Li 038; Liangwei Chen; Chenyang Lyu; Haonan Li; Derui Zhu; Walter Pretschner; Heinz Koeppl; Fakhri Karray (CoRR, 2025)