Jie Ren
Anhui University of Science and Technology(CN)Taiyuan Institute of Technology(CN)Michigan State University(US)
Publications by Year
Research Areas
Topic Modeling, Adversarial Robustness in Machine Learning, Natural Language Processing Techniques, Anomaly Detection Techniques and Applications, Domain Adaptation and Few-Shot Learning
Most-Cited Works
- → Can You Trust Your Model's Uncertainty? Evaluating Predictive Uncertainty Under Dataset Shift(2019)651 cited
- → Exploring the Limits of Out-of-Distribution Detection(2021)107 cited
- → A Simple Fix to Mahalanobis Distance for Improving Near-OOD Detection(2021)71 cited
- → Explaining Neural Networks Semantically and Quantitatively(2019)53 cited
- → Plex: Towards Reliability using Pretrained Large Model Extensions(2022)38 cited
- → DrugOOD: Out-of-Distribution Dataset Curator and Benchmark for AI-Aided Drug Discovery – a Focus on Affinity Prediction Problems with Noise Annotations(2023)38 cited
- → A Unified Approach to Interpreting and Boosting Adversarial\n Transferability