Zongxiong Chen

According to our database, Zongxiong Chen authored at least 17 papers between 2014 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

HD-NDEs: Neural Differential Equations for Hallucination Detection in LLMs.

Qing Li, Jiahui Geng, Zongxiong Chen, Derui Zhu, Yuxia Wang, Congbo Ma, Chenyang Lyu, Fakhri Karray

CoRR, June, 2025

VSCBench: Bridging the Gap in Vision-Language Model Safety Calibration.

Jiahui Geng, Qing Li, Zongxiong Chen, Yuxia Wang, Derui Zhu, Zhuohan Xie, Chenyang Lyu, Xiuying Chen, Preslav Nakov, Fakhri Karray

CoRR, May, 2025

A Comprehensive Survey of Machine Unlearning Techniques for Large Language Models.

Jiahui Geng, Qing Li, Herbert Woisetschlaeger, Zongxiong Chen, Yuxia Wang, Preslav Nakov, Hans-Arno Jacobsen, Fakhri Karray

CoRR, March, 2025

Internal Activation Revision: Safeguarding Vision Language Models Without Parameter Update.

Qing Li, Jiahui Geng, Zongxiong Chen, Kun Song, Lei Ma, Fakhri Karray

CoRR, January, 2025

GDCK: Efficient Large-Scale Graph Distillation Utilizing a Model-Free Kernelized Approach.

Yue Zhang, Zongxiong Chen, Qian Liu, Sonja Schimmler, Manfred Hauswirth

Proceedings of the Data Science: Foundations and Applications, 2025

Internal Activation Revision: Safeguarding Vision Language Models Without Parameter Update.

Qing Li, Jiahui Geng, Derui Zhu, Zongxiong Chen, Kun Song, Lei Ma, Fakhri Karray

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Ensuring FAIRness in Machine Learning Projects.

Sefika Efeoglu, Zongxiong Chen, Sonja Schimmler

Proceedings of the 4th International Workshop on Scientific Knowledge: Representation, 2024

PoLLMgraph: Unraveling Hallucinations in Large Language Models via State Transition Dynamics.

Derui Zhu, Dingfan Chen, Qing Li, Zongxiong Chen, Lei Ma, Jens Grossklags, Mario Fritz

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2024, 2024

Towards Trustworthy Dataset Distillation: A Benchmark of Privacy, Fairness and Robustness.

Zongxiong Chen, Jiahui Geng, Derui Zhu, Qing Li, Sonja Schimmler, Manfred Hauswirth

Proceedings of the International Joint Conference on Neural Networks, 2024

NFDI4DSO: Towards a BFO Compliant Ontology for Data Science.

Genet Asefa Gesese, Jörg Waitelonis, Zongxiong Chen, Sonja Schimmler, Harald Sack

Proceedings of the Joint Proceedings of Posters, 2024

Converter: Enhancing Interoperability in Research Data Management.

Sefika Efeoglu, Zongxiong Chen, Sonja Schimmler, Bianca Wentzel

Proceedings of the Semantic Web: ESWC 2024 Satellite Events, 2024

2023

Towards metadata for machine learning - Crosswalk tables.

Leyla Jael Castro, Fynn Beuttenmüller, Zongxiong Chen, Sefika Efeoglu, Daniel Garijo, Fotis E. Psomopoulos, Beatriz Serrano-Solano, Kirubel Biruk Shiferaw, Dhwani Solanki, Bianca Wentzel, Yue Zhang

Dataset, December, 2023

A Comprehensive Study on Dataset Distillation: Performance, Privacy, Robustness and Fairness.

Zongxiong Chen, Jiahui Geng, Derui Zhu, Herbert Woisetschlaeger, Qing Li, Sonja Schimmler, Ruben Mayer, Chunming Rong

CoRR, 2023

A Survey on Dataset Distillation: Approaches, Applications and Future Directions.

Jiahui Geng, Zongxiong Chen, Yuandou Wang, Herbert Woisetschlaeger, Sonja Schimmler, Ruben Mayer, Zhiming Zhao, Chunming Rong

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

NFDI4DS Gateway and Portal.

Ricardo Usbeck, Tilahun Abedissa Taffa, Rudy Alexandro Garrido Veliz, Rana Abdullah, Najeebullah Shams, Bianca Wentzel, Zongxiong Chen, Sonja Schimmler

Proceedings of the 1st Conference on Research Data Infrastructure - Connecting Communities, 2023

2020

Grizzly: Efficient Stream Processing Through Adaptive Query Compilation.

Philipp M. Grulich, Sebastian Breß, Steffen Zeuch, Jonas Traub, Janis von Bleichert, Zongxiong Chen, Tilmann Rabl, Volker Markl

Proceedings of the 2020 International Conference on Management of Data, 2020

2014

A method of evidence of combination based on the improved similarity measure.

Xinde Li, Fengyu Wang, Yefan Xu, Zongxiong Chen

Proceedings of the IEEE International Conference on Information and Automation, 2014