Deng Pan

According to our database, Deng Pan authored at least 9 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Negative Flux Aggregation to Estimate Feature Attributions.

Xin Li, Deng Pan, Chengyin Li, Yao Qiang, Dongxiao Zhu

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

Learning Compact Features via In-Training Representation Alignment.

Xin Li, Xiangrui Li, Deng Pan, Yao Qiang, Dongxiao Zhu

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

AttCAT: Explaining Transformers via Attentive Class Activation Tokens.

Yao Qiang, Deng Pan, Chengyin Li, Xin Li, Rhongho Jang, Dongxiao Zhu

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Defending Against Adversarial Attacks On Medical Imaging Ai System, Classification Or Detection?

Xin Li, Deng Pan, Dongxiao Zhu

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Explaining Deep Neural Network Models with Adversarial Gradient Integration.

Deng Pan, Xin Li, Dongxiao Zhu

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

Improving Adversarial Robustness via Probabilistically Compact Loss with Logit Constraints.

Xin Li, Xiangrui Li, Deng Pan, Dongxiao Zhu

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Improve SGD Training via Aligning Mini-batches.

Xiangrui Li, Deng Pan, Xin Li, Dongxiao Zhu

CoRR, 2020

Explainable Recommendation via Interpretable Feature Mapping and Evaluation of Explainability.

Deng Pan, Xiangrui Li, Xin Li, Dongxiao Zhu

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

On the Learning Property of Logistic and Softmax Losses for Deep Neural Networks.

Xiangrui Li, Xin Li, Deng Pan, Dongxiao Zhu

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020