Neural Networks Are More Productive Teachers Than Human Raters: Active Mixup for Data-Efficient Knowledge Distillation From a Blackbox Model. - Dongdong Wang 011; Yandong Li; Liqiang Wang 001; Boqing Gong (CVPR, 2020)

Deep Epidemiological Modeling by Black-box Knowledge Distillation: An Accurate Deep Learning Model for COVID-19. - Dongdong Wang 011; Shunpu Zhang; Liqiang Wang 001 (AAAI, 2021)

AEVRNet: Adaptive exploration network with variance reduced optimization for visual tracking. - Yuxiang Yang 002; Weiwei Xing; Dongdong Wang 011; Shunli Zhang 005; Qi Yu; Liqiang Wang 001 (Neurocomputing, 2021)

Active dropblock: Method to enhance deep model accuracy and robustness. - Jie Yao; Weiwei Xing; Dongdong Wang 011; Jintao Xing; Liqiang Wang 001 (Neurocomputing, 2021)

SKDLog: Self-Knowledge Distillation-based CNN for Abnormal Log Detection. - Ningning Han; Siyang Lu; Dongdong Wang 011; Mingquan Wang; Xiaoman Tan; Xiang Wei 007 (SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta, 2022)

APR-ES: Adaptive Penalty-Reward Based Evolution Strategy for Deep Reinforcement Learning. - Dongdong Wang 011; Siyang Lu; Xiang Wei 007; Mingquan Wang; Yandong Li; Liqiang Wang 001 (SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta, 2022)

On Calibrating Semantic Segmentation Models: Analysis and An Algorithm. - Dongdong Wang 011; Boqing Gong; Liqiang Wang 001 (CoRR, 2022)

ADCNN: Towards learning adaptive dilation for convolutional neural networks. - Jie Yao; Dongdong Wang 011; Hao Hu; Weiwei Xing; Liqiang Wang 001 (Pattern Recognit., 2022)

On Calibrating Semantic Segmentation Models: Analyses and An Algorithm. - Dongdong Wang 011; Boqing Gong; Liqiang Wang 001 (CVPR, 2023)

TransFlowLog: Log Anomaly Detection Based on Transformer Encoder and Interflow Decoder. - Zaichao Lin; Siyang Lu; Ningning Han; Dongdong Wang 011; Xiang Wei 007; Mingquan Wang (ICPADS, 2023)

SemLog: A Semantics-based Approach for Anomaly Detection in Big Data System Logs. - Xiaoman Tan; Ningning Han; Siyang Lu; Wu Chen; Dongdong Wang 011 (ICPADS, 2023)

Ensemble Distillation for Out-of-distribution Detection. - Dongdong Wang 011; Jingyao Xu 001; Siyang Lu; Xiang Wei 007; Liqiang Wang 001 (ICPADS, 2023)

Black-box attacks against log anomaly detection with adversarial examples. - Siyang Lu; Mingquan Wang; Dongdong Wang 011; Xiang Wei 007; Sizhe Xiao; Zhiwei Wang; Ningning Han; Liqiang Wang 001 (Inf. Sci., 2023)

SSDLog: a semi-supervised dual branch model for log anomaly detection. - Siyang Lu; Ningning Han; Mingquan Wang; Xiang Wei 007; Zaichao Lin; Dongdong Wang 011 (World Wide Web (WWW), 2023)

Enhancing Traffic Safety with Parallel Dense Video Captioning for End-to-End Event Analysis. - Maged Shoman; Dongdong Wang 011; Armstrong Aboah; Mohamed A. Abdel-Aty (CVPR Workshops, 2024)

Perturbing Attention Gives You More Bang for the Buck: Subtle Imaging Perturbations That Efficiently Fool Customized Diffusion Models. - Jingyao Xu 001; Yuetong Lu; Yandong Li; Siyang Lu; Dongdong Wang 011; Xiang Wei 007 (CVPR, 2024)

An Unsupervised Gradient-Based Approach for Real-Time Log Analysis From Distributed Systems. - Minquan Wang; Siyang Lu; Sizhe Xiao; Dongdong Wang 011; Wei Xiang 007; Ningning Han; Liqiang Wang 001 (Int. J. Cooperative Inf. Syst., 2024)

Spatial Ensemble Distillation Learning for Large-Scale Real-Time Crash Prediction. - Md Rakibul Islam; Mohamed A. Abdel-Aty; Dongdong Wang 011; Zubayer Islam (IEEE Trans. Intell. Transp. Syst., 2024)

Video-to-Text Pedestrian Monitoring (VTPM): Leveraging Large Language Models for Privacy-Preserve Pedestrian Activity Monitoring at Intersections. - Ahmed S. Abdelrahman; Mohamed A. Abdel-Aty; Dongdong Wang 011 (WACV (Workshops), 2025)

ST-DIF: A Spatio-Temporal Framework Integrating Adjacency Information in Crowd Forecasting. - Vivian W. H. Wong; Dongdong Wang 011; Ao He (BuildSys, 2026)

Driving Decision-Making at Freeway Weaving Segments Using Relational Graph Attention Network and Deep Reinforcement Learning. - Zijin Wang; Mohamed A. Abdel-Aty; Dongdong Wang 011 (IEEE Trans. Intell. Transp. Syst., 2026)

Large-Scale Real-Time Crash Prediction: A Comprehensive System and Analyses. - Samgyu Yang; Mohamed A. Abdel-Aty; Zubayer Islam; Dongdong Wang 011; Heesub Rim; Md Rakibul Islam; Tarek Hasan; Lei Han (IEEE Trans. Intell. Transp. Syst., 2026)