2025

Keito Suzuki, Bang Du, Girish Krishnan, Kunyao Chen, Runfa Li, Truong Nguyen. "Open-Vocabulary Semantic Part Segmentation of 3D Human", International Conference on 3D Vision (3DV) 2025.

Mehmet F Bagci, Samantha R. Spierling Bagsic, Anna L. Ritko, Truong Nguyen, Brian D. Modena, Yusuf Ozturk. "Enhancing Healthcare Data Integration: A Machine Learning Approach to Harmonizing Laboratory Labels". AMIA 2025 Informatics Summit.

Nhat-Tan Bui, Dinh-Hieu Hoang, Quoc-Huy Trinh, Minh-Triet Tran, Truong Nguyen, Susan Gauch. "NeIn: Telling What You Don’t Want ", CVPR Workshop 2025.

Mehmet Furkan Bagci, Truong Nguyen, Yusuf Ozturk. Respiration Rate Monitoring During Sleep using an Ambient PIR Sensor Array. EMBC 2025.

Mehmet Furkan Bagci, Toan Do, Samantha Bagsic, Rahul Gomez, Judy Jun, Anna Ritko, Sally Wenzel, Truong Nguyen, Yusuf Ozturk, Brian Modena. "Detection and Prediction of Real-World Severe Asthma Phenotypes by Application of Machine Learning to Electronic Health Records", Journal of Allergy and Clinical Immunology: Global. 

Shaden Yassin, An Le, Anna Heinke, William Freeman, Truong Nguyen, Dirk Bartsch, Cheolhong An, Shyamanga Borooah. Using Artificial Intelligence to Predict Visual Function from Retinal Structure in Retinitis Pigmentosa. ARVO Annual meeting.

Kim, David Minkwan and Lee, K. M. Brian  and Seo, Yong Hyeok  and Raicevic, Nikola and Li, Runfa Li  and Long, Kehan and Yoon, Chan Seon and Kang, Dong Min and Lim, Byeong Jo and Kim Young Pyoung and Atanasov, Nikolay and Nguyen, Truong and Jun, Se Woong  and Kim, Young Wook.  A Shared-Autonomy Construction Robotic System for Overhead Works. ICRA 2025 Workshop.

An Le, Hung Nguyen, Sungbal Seo, You-Suk Bae, Truong Nguyen. BIORTHOGONAL TUNABLE WAVELET UNIT WITH LIFTING SCHEME IN CONVOLUTIONAL NEURAL NETWORK. European Signal Processing Conference (EUSIPCO 2025).

An Le, Nehal Mehta, William Freeman, Ines Nagel, Melanie Tran, Anna Heinke, Akshay Agnihotri, Lingyun Cheng, Dirk-Uwe Bartsch, Hung Nguyen, Truong Nguyen, Cheolhong An. TUNABLE WAVELET UNIT BASED CONVOLUTIONAL NEURAL NETWORK IN OPTICAL COHERENCE TOMOGRAPHY ANALYSIS ENHANCEMENT FOR CLASSIFYING TYPE OF EPIRETINAL MEMBRANE SURGERY. European Signal Processing Conference (EUSIPCO 2025).

Nehal Nailesh Mehta, An D Le, Ines D Nagel, Akshay Agnihotri, Anna Heinke, Cheng Lingyun, Dirk-UWE Bartsch, Melanie Tran, Nguyen Truong, An Cheolhong, William R Freeman. AI-Enhanced OCT Analysis for Predicting ILM Removal in ERM Surgery. Annual Association for Research in Vision and Ophthalmology (ARVO 2025).

An D. Le, Shiwei Jin, Sungbal Seo, You-Suk Bae and Truong Q. Nguyen. Biorthogonal Lattice Tunable Wavelet Units and their Implementation in Convolutional Neural Networks for Computer Vision problems. IEEE Open Journal of Signal Processing. 10.1109/OJSP.2025.3580967 

Zhang, H., Heinke, A., Nagel, I.D., Bartsch, D.U.G., Freeman, W.R., Nguyen, T.Q. and An, C., “Class-Conditioned Image Synthesis with Diffusion for Imbalanced Diabetic Retinopathy Grading.”International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI 2025) 

From Coarse to Fine: Learnable Discrete Wavelet Transforms for Efficient 3D Gaussian Splatting. Hung Nguyen, An Le, Runfa Li, Truong Nguyen. ICCV Workshop 2025.

Hamza Shafiq, Truong Nguyen, Bumshik Lee. ColorFormer: Anovel colorization method based on a transformer. Neurocomputing. https://doi.org/10.1016/j.neucom.2025.130743

Nehal Nailesh Mehta, An D Le, Ines D Nagel, Akshay Agnihotri, Anna Heinke, Lingyun Cheng, Dirk Bartsch, Melanie Tran, Nguyen Truong, An Cheolhong, William R Freeman. AI Enhanced OCT Analysis for Detecting ILM Removal in ERM Surgery. Retina.

Bo Wen, Haochen Zhang, Dirk-Uwe G Bartsch, William Freeman, Truong Nguyen, Cheolhong An. Topology-Preserving Image Segmentation with Spatial-Aware Persistent Feature Matching. ICCV Workshop 2025. 

Jesse Most, An D Le, Melanie Tran, Evan Walker, Aneesh Swamy, Dirk-Uwe Bartsch, William R Freeman, Truong Nguyen, Cheolhong An, Shyamanga Borooah. Pointwise structure-function analysis of the ellipsoid zone in retinitis pigmentosa using an AI-assisted OCT and microperimetry overlay. Ophthalmology Science

Keito Suzuki, Bang Du, Runfa Li, Kunyao Chen, Lei Wang, Peng Liu, Ning Bi, Truong Nguyen. OpenHuman4D: Open-Vocabulary 4D Human Parsing. BMVC 2025.

Mehmet F Bagci, Toan Do, Samantha R., Spierling Bagsic, Anna L. Ritko, Truong Nguyen, Brian D. Modena, Yusuf Ozturk. LLM-Driven Lab Result Extraction from Electronic Health Records . IEEE International Conference on Biomedical and Health Informatics 2025.

Huong Hoang, Truong Nguyen, and Pamela Cosman. Keynode-driven Geometry Coding for Real-world Scanned Human Dynamic Mesh Compression. IEEE Transactions on Multimedia.

Hung Nguyen, Runfa Li, An Le, Truong Nguyen. DWTGS: Rethinking Frequency Regularization for Sparse-view 3D Gaussian Splatting. International Conference on Visual Communications and Image Processing 2025 (VCIP 2025) .

An Le, Hung Nguyen, Sungbal Seo, You-Suk Bae, Truong Nguyen. Stop-band Energy Constraint for Orthogonal Tunable Wavelet Units in Convolutional Neural Networks for Computer Vision problems. International Conference on Visual Communications and Image Processing 2025 (VCIP 2025) .

Bo Wen, Anna Heinke, Akshay Agnihotri, Dirk-Uwe Bartsch, William Freeman, Truong Nguyen, Cheolhong An. Universal Vessel Segmentation for Multi-Modality Retinal Images. IEEE Transactions on Image Processing.