Jiang, Junqi
- Provably Robust and Plausible Counterfactual Explanations for Neural Networks via Robust Optimisation
2023/09/22 by Junqi Jiang, Jiang, Junqi, Jianglin Lan +7 · 5 citations
Computer Science · Materials Science · #Explainable Artificial Intelligence (XAI) #Adversarial Robustness in Machine Learning #Machine Learning in Materials Science
- Robust Counterfactual Explanations in Machine Learning: A Survey
2024/02/02 by Junqi Jiang, Francesco Leofante, Jiang, Junqi +5 · 6 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Contestable AI needs Computational Argumentation
2024/05/17 by Leofante, Francesco, Ayoobi, Hamed, Dejl, Adam +10 · 3 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- Heterogeneous Graph Neural Networks with Post-hoc Explanations for Multi-modal and Explainable Land Use Inference
2024/06/19 by Xuehao Zhai, Zhai, Xuehao, Junqi Jiang +11 · 2 citations
Computer Science · Engineering · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Automated Road and Building Extraction #FOS: Computer and information sciences #Traffic Prediction and Management Techniques
- Mechanics of soft-body rolling motion without external torque
2024/10/10 by Xudong Liang, Yimiao Ding, Liang, Xudong +19 · 2 citations
Engineering · #Mechanics and Biomechanics Studies #Metallurgy and Material Forming #Gear and Bearing Dynamics Analysis
- Interpreting Language Reward Models via Contrastive Explanations
2024/11/25 by Junqi Jiang, Tom Bewley, Jiang, Junqi +7 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques
- Recourse under Model Multiplicity via Argumentative Ensembling (Technical Report)
2023/12/22 by Jiang, Junqi, Rago, Antonio, Leofante, Francesco +1 · 4 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)