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2020 – today
- 2026
[j1]Shuailin Yang, Jiadong Ren, Jiazheng Li, Dekai Zhang:
VulDIAC: Vulnerability detection and interpretation based on augmented CFG and causal attention learning. J. Syst. Softw. 231: 112595 (2026)- 2025
- [c5]Adam Dejl
, Dekai Zhang, Hamed Ayoobi, Matthew Williams, Francesca Toni:
Hidden Conflicts in Neural Networks and their Implications for Explainability. FAccT 2025: 1498-1542 - [c4]Jun Rui Lee, Sadegh Emami, Michael David Hollins, Timothy C. H. Wong, Carlos Ignacio Villalobos Sánchez, Francesca Toni, Dekai Zhang, Adam Dejl:
XAI-Units: Benchmarking Explainability Methods with Unit Tests. FAccT 2025: 2892-2905 - [c3]Xin Li, Lei Zhao, Dekai Zhang, Dawei Zhao, Lijuan Xu, Chunhui Wang, Fuqiang Yu:
DualCBR: Cross-Modal Collaborative Filtering with Bidirectional Alignment for Long-Tail Recommendation. KSEM (5) 2025: 237-247 - [i6]Jun Rui Lee, Sadegh Emami, Michael David Hollins, Timothy C. H. Wong, Carlos Ignacio Villalobos Sánchez, Francesca Toni, Dekai Zhang, Adam Dejl:
XAI-Units: Benchmarking Explainability Methods with Unit Tests. CoRR abs/2506.01059 (2025) - [i5]Dekai Zhang, Matthew Williams, Francesca Toni:
Clustered Federated Learning via Embedding Distributions. CoRR abs/2506.07769 (2025) - [i4]Dekai Zhang, Simone Conia, Antonio Rago:
Meronymic Ontology Extraction via Large Language Models. CoRR abs/2510.13839 (2025) - 2024
- [c2]Dekai Zhang, Matt Williams, Francesca Toni:
Targeted Activation Penalties Help CNNs Ignore Spurious Signals. AAAI 2024: 16705-16713 - [c1]Francesco Leofante, Hamed Ayoobi, Adam Dejl, Gabriel Freedman, Deniz Gorur, Junqi Jiang, Guilherme Paulino-Passos, Antonio Rago, Anna Rapberger, Fabrizio Russo, Xiang Yin, Dekai Zhang, Francesca Toni:
Contestable AI Needs Computational Argumentation. KR 2024 - [i3]Francesco Leofante, Hamed Ayoobi, Adam Dejl, Gabriel Freedman, Deniz Gorur, Junqi Jiang, Guilherme Paulino-Passos, Antonio Rago, Anna Rapberger, Fabrizio Russo, Xiang Yin, Dekai Zhang, Francesca Toni:
Contestable AI needs Computational Argumentation. CoRR abs/2405.10729 (2024) - 2023
- [i2]Dekai Zhang, Matthew Williams, Francesca Toni:
Targeted Activation Penalties Help CNNs Ignore Spurious Signals. CoRR abs/2311.12813 (2023) - 2022
- [i1]Dekai Zhang, Francesca Toni, Matthew Williams:
A Federated Cox Model with Non-Proportional Hazards. CoRR abs/2207.05050 (2022)
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