Xin Li

According to our database, Xin Li authored at least 15 papers between 2019 and 2023.

Collaborative distances:

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

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

Saliency Guided Adversarial Training for Learning Generalizable Features with Applications to Medical Imaging Classification System.

Xin Li, Yao Qiang, Chengyin Li, Sijia Liu, Dongxiao Zhu

CoRR, 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

COVID-MobileXpert: On-Device COVID-19 Screening using Snapshots of Chest X-Ray.

Xin Li, Chengyin Li, Dongxiao Zhu

CoRR, 2020

Improve SGD Training via Aligning Mini-batches.

Xiangrui Li, Deng Pan, Xin Li, Dongxiao Zhu

CoRR, 2020

Robust Detection of Adversarial Attacks on Medical Images.

Xin Li, Dongxiao Zhu

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Toward Tag-free Aspect Based Sentiment Analysis: A Multiple Attention Network Approach.

Yao Qiang, Xin Li, Dongxiao Zhu

Proceedings of the 2020 International Joint Conference on Neural Networks, 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

COVID-MobileXpert: On-Device COVID-19 Patient Triage and Follow-up using Chest X-rays.

Xin Li, Chengyin Li, Dongxiao Zhu

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 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

2019

Vispi: Automatic Visual Perception and Interpretation of Chest X-rays.

Xin Li, Rui Cao, Dongxiao Zhu

CoRR, 2019