All NEWS
- 06/18/2024: Exciting news! We've been awarded a one-year pilot research grant from Google to explore Image Generation Bias.
- 05/28/2024: A paper about multi-classification of neuropsychiatric disorders is accepted to IEEE Journal of Biomedical and Health Informatics (impact factor: 7.7).
- Title: H-Net: Heterogeneous neural network for multi-classification of neuropsychiatric disorders
- 04/24/2024: Congrats to Cristian Moran for receiving the First Place Poster Award at the 10th Texas A&M University-San Antonio Student Research Symposium.
- Title: Spatial-Temporal Roadway Accident Visualization and Analysis in San Antonio
- 02/01/2024: Congrats to my undergraduate student Mr. M received the Dream.US Scholarship.
- 11/06/2023: A paper about road safety estimation is accepted to IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (impact factor: 5.5).
- Title: Unveiling Roadway Hazards: Enhancing Fatal Crash Risk Estimation through MultiScale Aerial Images and Self-Supervised Learning
- 10/01/2023: The grant proposal of Jag-AI has been awarded by NSF for $385,313. The grant will fund my research on cross-modality feature embedding in the medical domain and some projects on cybersecurity from January 2024 to December 2025.
- 08/26/2023: A paper about the assessment of DeepSpeed acceleration library on image classification is accepted to Cluster Computing (impact factor: 4.4).
- 07/29/2023: A paper about COVID-19 diagnosis using Chest X-ray Image is accepted to Bioengineering (impact factor: 4.6).
- 04/27/2023: A paper about stroke lesion segmentation is accepted to IEEE Journal of Biomedical and Health Informatics (impact factor: 7.7).
- 04/17/2023: Congrats to Jesus "Jesse" Guerrero on successfully defending his thesis.
- 01/10/2023: A paper about Alzheimer's diseases diagnosis is accepted to Electronics (impact factor: 2.9).
- Title: Improvement of Alzheimer's Diseases Diagnosis with Learnable Weighted Pooling for 3D Medical Image Classification
- 12/13/2022: To honors students: our proposal of the first-year Honors Seminar is accepted by the Honors Advisory Committee for Fall 2023. I'm looking forward to seeing ya'll!
- Course Title: HONR1300--Smart Living for Quantitative Reasoning
- 11/15/2022: Happy to announce we have one paper on medical imaging is accepted to Neurocomputing (impact factor: 6.0) and one abstract on cyber security is accepted to the Annual Computer Security Applications Conference.
- Journal Paper: A Spatiotemporal Correlation Deep Learning Network for Brain Penumbra Disease
- Conference Abstract: Mutation-Based Adversarial Attack on Neural Text Detectors
- 06/02/2022: Our CCTS Pilot application entitled “Unsupervised Deep Learning Denoising in CT Imaging of Obese Patients” has been selected for funding through the UK CCTS and the AIM Alliance Pilot Program.
- 05/17/2022: I am happy to announce that our paper "Neural Network Decision-Making Criteria Consistency Analysis via Inputs Sensitivity" has been accepted to #ICPR2022. The work is primarily carried out by my independent study, Eric Xing, a high schooler! Hooray!
- 11/16/2021: Congratulate Eric Xing, my independent student, on receiving the 3rd place best abstract award at the ACM Mid-Southeast (ACM-MidSE) Conference.
- Abstract title: Can We Trust Neural Networks? An Analysis of Neural NetworkUncertainty by the Learned Feature Space.
- 10/22/2021: An abstract from my independent student, Eric Xing, is accepted to ACM Mid-SouthWest (ACM MSE) Conference. It is a great accomplishment for a high schooler. Congrats, Eric!
- 10/15/2021: A paper about semi-supervised domain adaptation using dynamic feature alignment approach is accepted to the 32nd British Machine Vision Conference (BMVC'21). (Acceptance rate 26.19%)
- Title: Dynamic Feature Alignment for Semi-supervised Domain Adaptation
- 10/01/2021: A paper about Simi-supervised segmentation for ischemic penumbra tissues is accepted to the 17th International Symposium on Bioinformatics Research and Applications (ISBRA'21).
- 08/30/2021: A journal paper about CNN pre-training using unstructured text as weak supervision is accepted to IEEE Journal of Biomedical and Health Informatics (impact factor: 7.7).
- Title: Contrastive Cross-Modal Pre-Training: A General Strategy for Small Sample Medical Imaging
- 07/28/2021: Our NASA EPSCoR grant is awarded! The total award is $750,000. Congratulations, team!
- 07/15/2021: Two papers on Alzheimer's disease diagnosis are accepted to the 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC'21). One of them was carried out by my independent study student Qi Ying through the Spring 2021 semester. Congrats, Qi!
- 04/12/2021: One abstract on deep learning based enteral feeding tube positioning assessment is accepted to the AAPM 63rd Annual Meeting and will be presented in the (scientific) session of Imaging: AI in Imaging on 07/25/2021.
- 11/02/2020: I officially join EKU today! I am excited to start my career and open a new chapter of my life! I am also thrilled to work with the students at the CS department and EKU Gaming Institute.
- 10/30/2020: One paper on galaxy cluster richness estimation is accepted to 2020 NeurIPS Workshop on Machine Learning and the Physical Sciences. Galaxy cluster richness estimation is related to understanding dark matter, which is the matter occupied about 85% of the universe but cannot be observed yet.
- 10/10/2020: One paper about galaxy cluster cooling time prediction is accepted to ICPR2020. (Acceptance rate 28.47%)
- 09/22/2020: Successfully defended my PhD thesis today! Thanks to the many people who supported me and helped me along the way! HOORAY!
- 09/16/2020: The research team/project of galaxy cluster analysis is featured in UKNow.
- 08/25/2020: One paper about using deep learning on astrophysics image is accepted by the Monthly Notices of the Royal Astronomical Society. (impact factor: 5.356)
- 07/31/2020: One paper on Alzheimer's disease diagnose using MRI images is accepted by ECCV'20 BIC Workshop.
- 07/29/2020: One paper about neural network calibration is accepted by BMVC'20. (Acceptance rate 21.01%)
- 07/29/2020: One research about Alzheimer's disease is mentioned in UKNow.
- 06/30/2020: One paper about calibration for medical imaging classification models is accepted by ICML'20 Uncertainty & Robustness in Deep Learning Workshop.
- 06/15/2020: One paper about biomarkers categorized and their predictive utility in identifying different stages in Alzheimer’s disease (AD) progression using is accepted by Nature Communications Biology.
- 04/17/2020: Received the Outstanding Ph.D. Student Award of the Computer Science Department for the 2019-2020 academic year.
- 04/10/2020: One paper about weakly-supervised self-training for breast cancer localization is accepted by EMBC'20 as an oral presentation.
- 02/18/2020: AI in Healthcare published an article that highlighted my latest JACR paper about the inconsistency performance of deep learning on breast cancer classification. [Read more here]
- 02/14/2020: One paper about translational relevance of deep learning model performance on mammograms is accepted by the Journal of the American College of Radiology (impact factor: 4.268).
- 11/18/2019: An interesting article was published highlighting some of the work I have been doing on using computer vision techniques to identify breast cancer. [Read more here]
- 11/01/2019: One paper on defending against adversarial attacks on point-cloud neural networks accepted to IEEE Big Data 2019
- 10/01/2019: Two papers on mammography classification are accepted by BIBM'19 as oral presentations
- 08/02/2019: One abstract on unsupervised mammography classification is accepted for oral presentation at C-MIMI'19
- 07/19/2019: One abstract on 2D-3D mammography classification accepted for oral presentation at RSNA 2019
- 05/07/2019: One poster on mammography analysis is received the 2nd Place in Basic Science Category at MCCRD'19
- 04/03/2019: One paper on CT imaging standardizing using GAN is accepted by IEEE ICHI'19 as oral presentation (acceptance rate ~28%) [pdf] [bibTex]
- 03/27/2019: Paper on hand skeletal shape estimation is accepted by IEEE Transactions on NanoBioscience (impact factor:2.791) [html] [bibTex]
- 01/14/2019: One abstract on mammography dataset evaluation is accepted by 2019 SBI/ACR Breast Imaging Symposium
- 06/12/2018: One abstract on chest CT analysis is accepted by AMIA'18 (acceptance rate ~22%) [pdf]
- 04/26/2017: One abstract on radiomic features dependency study is accepted by AAPM'17 as oral presentation [html] [bibTex]
- 05/06/2016: One paper on pedestrian detection is accepted by ICIP'16 [htm] [bibTex]
- 04/02/2016: One paper on pedestrian detection is received Best Graduate Oral Paper Award for Natural Sciences Category at the 46th WKU Annual Student Research Conference
- 08/10/2016: Join in the Ph.D. in Computer Science Program at University of Kentucky
- 04/30/2016: One paper on pedestrian detection is accepted by IEEE ICIP'16 [htm] [pdf] [bibTex]
- 07/12/2015: One paper on traffic sign detection is accepted by IEEE ChinaSIP'15 [pdf] [bibTex]