| 2026 | AAAI | Not All Tokens Are Meant to Be Forgotten. | Xiangyu Zhou, Yao Qiang, Saleh Zare Zade, Douglas Zytko, Prashant Khanduri, Dongxiao Zhu |
| 2026 | AIME | Robustness of Transformer-Based Fluence Map Prediction Under Clinically Realistic Perturbations. | Ujunwa Mgboh, Rafi Ibn Sultan, Joshua Kim, Kundan Thind, Dongxiao Zhu |
| 2025 | ECAI | GeoSAM: Fine-Tuning SAM with Multi-Modal Prompts for Mobility Infrastructure Segmentation. | Rafi Ibn Sultan, Chengyin Li, Hui Zhu, Prashant Khanduri, Marco Brocanelli, Dongxiao Zhu |
| 2025 | ECAI | Automatic Calibration for Membership Inference Attack on Large Language Models. | Saleh Zare Zade, Yao Qiang, Xiangyu Zhou, Hui Zhu, Mohammad Amin Roshani, Prashant Khanduri, Dongxiao Zhu |
| 2025 | IJCNN | Interpretability-Aware Vision Transformer. | Yao Qiang, Chengyin Li, Hui Zhu, Prashant Khanduri, Dongxiao Zhu |
| 2025 | WACV | AutoProSAM: Automated Prompting SAM for 3D Multi-Organ Segmentation. | Chengyin Li, Rafi Ibn Sultan, Prashant Khanduri, Yao Qiang, Chetty J. Indrin, Dongxiao Zhu |
| 2025 | WACV | MulModSeg: Enhancing Unpaired Multi-Modal Medical Image Segmentation with Modality-Conditioned Text Embedding and Alternating Training. | Chengyin Li, Hui Zhu, Rafi Ibn Sultan, Hassan Bagher-Ebadian, Prashant Khanduri, Chetty J. Indrin, Kundan Thind, Dongxiao Zhu |
| 2024 | AAAI | MFABA: A More Faithful and Accelerated Boundary-Based Attribution Method for Deep Neural Networks. | Zhiyu Zhu, Huaming Chen, Jiayu Zhang, Xinyi Wang, Zhibo Jin, Minhui Xue, Dongxiao Zhu, Kim-Kwang Raymond Choo |
| 2024 | CHI | "It's Not What We Were Trying to Get At, but I Think Maybe It Should Be": Learning How to Do Trauma-Informed Design with a Data Donation Platform for Online Dating Sexual Violence. | Wenqi Zheng, Emma Walquist, Isha Datey, Xiangyu Zhou, Kelly Berishaj, Melissa Mcdonald, Michele Parkhill, Dongxiao Zhu, Douglas Zytko |
| 2024 | ECCV | Fairness-Aware Vision Transformer via Debiased Self-Attention. | Yao Qiang, Chengyin Li, Prashant Khanduri, Dongxiao Zhu |
| 2024 | WWW | Benchmark and Neural Architecture for Conversational Entity Retrieval from a Knowledge Graph. | Mona Zamiri, Yao Qiang, Fedor Nikolaev, Dongxiao Zhu, Alexander Kotov |
| 2023 | AAAI | Learning Compact Features via In-Training Representation Alignment. | Xin Li, Xiangrui Li, Deng Pan, Yao Qiang, Dongxiao Zhu |
| 2023 | IJCAI | Negative Flux Aggregation to Estimate Feature Attributions. | Xin Li, Deng Pan, Chengyin Li, Yao Qiang, Dongxiao Zhu |
| 2023 | MICCAI | FocalUNETR: A Focal Transformer for Boundary-Aware Prostate Segmentation Using CT Images. | Chengyin Li, Yao Qiang, Rafi Ibn Sultan, Hassan Bagher-Ebadian, Prashant Khanduri, Indrin J. Chetty, Dongxiao Zhu |
| 2023 | UIST | Towards Trauma-Informed Data Donation of Sexual Experience in Online Dating to Improve Sexual Risk Detection AI. | Wenqi Zheng, Emma Walquist, Isha Datey, Xiangyu Zhou, Kelly Berishaj, Melissa Mcdonald, Michele Parkhill, Dongxiao Zhu, Douglas Zytko |
| 2022 | IJCAI | Counterfactual Interpolation Augmentation (CIA): A Unified Approach to Enhance Fairness and Explainability of DNN. | Yao Qiang, Chengyin Li, Marco Brocanelli, Dongxiao Zhu |
| 2022 | IJCNN | Tiny RNN Model with Certified Robustness for Text Classification. | Yao Qiang, Supriya Tumkur Suresh Kumar, Marco Brocanelli, Dongxiao Zhu |
| 2021 | AAAI | Improving Adversarial Robustness via Probabilistically Compact Loss with Logit Constraints. | Xin Li, Xiangrui Li, Deng Pan, Dongxiao Zhu |
| 2021 | IJCAI | Explaining Deep Neural Network Models with Adversarial Gradient Integration. | Deng Pan, Xin Li, Dongxiao Zhu |
| 2020 | AAAI | On the Learning Property of Logistic and Softmax Losses for Deep Neural Networks. | Xiangrui Li, Xin Li, Deng Pan, Dongxiao Zhu |
| 2020 | IJCAI | Explainable Recommendation via Interpretable Feature Mapping and Evaluation of Explainability. | Deng Pan, Xiangrui Li, Xin Li, Dongxiao Zhu |
| 2020 | IJCNN | Toward Tag-free Aspect Based Sentiment Analysis: A Multiple Attention Network Approach. | Yao Qiang, Xin Li, Dongxiao Zhu |
| 2018 | CoNEXT | Proteus: network-aware web browsing on heterogeneous mobile systems. | Jie Ren, Xiaoming Wang, Jianbin Fang, Yansong Feng, Dongxiao Zhu, Zhunchen Luo, Jie Zheng, Zheng Wang |
| 2017 | ICDM | Multi-task Survival Analysis. | Lu Wang, Yan Li, Jiayu Zhou, Dongxiao Zhu, Jieping Ye |
| 2017 | ICMLA | SUBIC: A Supervised Bi-Clustering Approach for Precision Medicine. | Milad Zafar Nezhad, Dongxiao Zhu, Najibesadat Sadati, Kai Yang, Phillip Levi |
| 2017 | ICMLA | Modeling Over-Dispersion for Network Data Clustering. | Lu Wang, Dongxiao Zhu, Ming Dong, Yan Li |
| 2014 | CEC | GSCA: Reconstructing biological pathway topologies using a cultural algorithms approach. | Thair Judeh, Thaer Jayyousi, Lipi R. Acharya, Robert G. Reynolds, Dongxiao Zhu |
| 2009 | ICMLA | Estimating an Optimal Correlation Structure from Replicated Molecular Profiling Data Using Finite Mixture Models. | Lipi R. Acharya, Dongxiao Zhu |
| 2007 | ICMLA | Improvement of Bayesian Network Inference Using a Relaxed Gene Ordering. | Dongxiao Zhu, Hua Li |
| 2005 | ICASSP | Gene coexpression network discovery with controlled statistical and biological significance. | Dongxiao Zhu, Alfred O. Hero III |
| 2005 | ICASSP | Network constrained clustering for gene microarray data. | Dongxiao Zhu, Alfred O. Hero III |