Junqi Jiang

27 papers A* 5A 1C 1Misc 2Journal 18
YearRankTypeTitle / Venue / Authors
2026 J jnl
Design, Modeling, and Application of Bioinspired High-Force-Output Soft Pneumatic Bending Actuator.
IEEE Trans. Robotics
Wei Li, Feiling Luo, Junqi Jiang, Qiguang He, Aixian Liu, Ping-Ju Lin, Linhong Mo, Quan Xu, Chong Li, Xudong Liang, Long Cheng, Linhong Ji
2025 J jnl
Argumentative Ensembling for Robust Recourse under Model Multiplicity.
CoRR
Junqi Jiang, Antonio Rago, Francesco Leofante, Francesca Toni
2025 Misc conf
Explainable Reinforcement Learning for Formula One Race Strategy.
SAC
Devin Thomas, Junqi Jiang, Avinash Kori, Aaron Russo, Steffen Winkler, Stuart Sale, Joseph McMillan, Francesco Belardinelli, Antonio Rago
2025 J jnl
Explainable Reinforcement Learning for Formula One Race Strategy.
CoRR
Devin Thomas, Junqi Jiang, Avinash Kori, Aaron Russo, Steffen Winkler, Stuart Sale, Joseph McMillan, Francesco Belardinelli, Antonio Rago
2025 Misc conf
Explainable Time Series Prediction of Tyre Energy in Formula One Race Strategy.
SAC
Jamie Todd, Junqi Jiang, Aaron Russo, Steffen Winkler, Stuart Sale, Joseph McMillan, Antonio Rago
2025 J jnl
Explainable Time Series Prediction of Tyre Energy in Formula One Race Strategy.
CoRR
Jamie Todd, Junqi Jiang, Aaron Russo, Steffen Winkler, Stuart Sale, Joseph McMillan, Antonio Rago
2025 J jnl
Heterogeneous graph neural networks with post-hoc explanations for multi-modal and explainable land use inference.
Inf. Fusion
Xuehao Zhai, Junqi Jiang, Adam Dejl, Antonio Rago, Fangce Guo, Francesca Toni, Aruna Sivakumar
2025 A* conf
Interpreting Language Reward Models via Contrastive Explanations.
ICLR
Junqi Jiang, Tom Bewley, Saumitra Mishra, Freddy Lécué, Manuela Veloso
2025 J jnl
MArgE: Meshing Argumentative Evidence from Multiple Large Language Models for Justifiable Claim Verification.
CoRR
Ming Pok Ng, Junqi Jiang, Gabriel Freedman, Antonio Rago, Francesca Toni
2025 J jnl
Representation Consistency for Accurate and Coherent LLM Answer Aggregation.
CoRR
Junqi Jiang, Tom Bewley, Salim I. Amoukou, Francesco Leofante, Antonio Rago, Saumitra Mishra, Francesca Toni
2025 A* conf
RobustX: Robust Counterfactual Explanations Made Easy.
IJCAI
Junqi Jiang, Luca Marzari, Aaryan Purohit, Francesco Leofante
2025 J jnl
RobustX: Robust Counterfactual Explanations Made Easy.
CoRR
Junqi Jiang, Luca Marzari, Aaryan Purohit, Francesco Leofante
2025 J jnl
Synthesising Counterfactual Explanations via Label-Conditional Gaussian Mixture Variational Autoencoders.
CoRR
Junqi Jiang, Francesco Leofante, Antonio Rago, Francesca Toni
2024 A* conf
Contestable AI Needs Computational Argumentation.
KR
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
2024 J jnl
Contestable AI needs Computational Argumentation.
CoRR
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
2024 J jnl
Heterogeneous Graph Neural Networks with Post-hoc Explanations for Multi-modal and Explainable Land Use Inference.
CoRR
Xuehao Zhai, Junqi Jiang, Adam Dejl, Antonio Rago, Fangce Guo, Francesca Toni, Aruna Sivakumar
2024 J jnl
Interpreting Language Reward Models via Contrastive Explanations.
CoRR
Junqi Jiang, Tom Bewley, Saumitra Mishra, Freddy Lécué, Manuela Veloso
2024 J jnl
Interval Abstractions for Robust Counterfactual Explanations.
CoRR
Junqi Jiang, Francesco Leofante, Antonio Rago, Francesca Toni
2024 J jnl
Interval abstractions for robust counterfactual explanations.
Artif. Intell.
Junqi Jiang, Francesco Leofante, Antonio Rago, Francesca Toni
2024 A conf
Recourse under Model Multiplicity via Argumentative Ensembling.
AAMAS
Junqi Jiang, Francesco Leofante, Antonio Rago, Francesca Toni
2024 A* conf
Robust Counterfactual Explanations in Machine Learning: A Survey.
IJCAI
Junqi Jiang, Francesco Leofante, Antonio Rago, Francesca Toni
2024 J jnl
Robust Counterfactual Explanations in Machine Learning: A Survey.
CoRR
Junqi Jiang, Francesco Leofante, Antonio Rago, Francesca Toni
2023 A* conf
Formalising the Robustness of Counterfactual Explanations for Neural Networks.
AAAI
Junqi Jiang, Francesco Leofante, Antonio Rago, Francesca Toni
2023 C conf
Provably Robust and Plausible Counterfactual Explanations for Neural Networks via Robust Optimisation.
ACML
Junqi Jiang, Jianglin Lan, Francesco Leofante, Antonio Rago, Francesca Toni
2023 J jnl
Provably Robust and Plausible Counterfactual Explanations for Neural Networks via Robust Optimisation.
CoRR
Junqi Jiang, Jianglin Lan, Francesco Leofante, Antonio Rago, Francesca Toni
2023 J jnl
Recourse under Model Multiplicity via Argumentative Ensembling (Technical Report).
CoRR
Junqi Jiang, Antonio Rago, Francesco Leofante, Francesca Toni
2022 J jnl
Formalising the Robustness of Counterfactual Explanations for Neural Networks.
CoRR
Junqi Jiang, Francesco Leofante, Antonio Rago, Francesca Toni