Publications

2025-SR-MedGaze

Modeling radiologists’ cognitive processes using a digital gaze twin to enhance radiology training
Akash Awasthi, Anh Vu Mai, Ngan Le, Zhigang Deng, Supratik Maulik, Rishi Agrawal, Carol C. Wu, and Hien V. Nguyen,
Scientific Reports, Volume 15, article number 13685, April 2025, Nature Press.
[pdf]

2024-AIM-InterpretableAI

ItpCtrl-AI: End-to-End Interpretable and Controllable Artificial Intelligence by Modeling Radiologists’ Intentions
Trong-Thang Phama, Jacob Brecheisen, Carol C. Wu, Hien Nguyen, Zhigang Deng, Donald Adjeroh, Gianfranco Doretto, Arabinda Choudhary, Ngan Le
Artificial Intelligence in Medicine (AIM), Volume 160, Article 103054, Elsevier Press.
[pdf]

2024-CSBJ-BridgingHumanMachine

Bridging Human and Machine Intelligence: Reverse-Engineering Radiologist Intentions for Clinical Trust and Adoption
Akash Awasthi, Ngan Le, Zhigang Deng, Rishi Agrawal, Carol C. Wu, and Hien Nguyen,
Computational and Structural Biotechnology Journal (CSBJ), 24(2024), pp. 711–723, Elsevier Press.
[pdf]

2025-WACV-GazeSearch

GazeSearch: Radiology Findings Search Benchmark
Trong-Thang Phama, Tien-Phat Nguyen, Yuki Ikebe, Akash Awasthi, Zhigang Deng, Carol Wu, Hien Nguyen, and Ngan Le,
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2025, Tucson, Arizona, Feb 28 - March 4, 2025. [oral paper]
[pdf]

2024-CMPB-HoloMentoring

A Holographic Telementoring System Depicting Surgical Instrument Movements for Real-time Guidance in Open Surgeries
Malek Anabtawi, Dehlela Shabir, Jhasketan Padhan, Abdulla Al Ansari, Omar M Aboumarzouk, Zhigang Deng, Nikhil V. Navkar,
Computer Methods and Programs in Biomedicine (CMPB), 256(2024), pp. 108396, Elsevier Press.
[pdf]

2024-SIGA-FarmModeling

Large Scale Farm Scene Modeling from Remote Sensing Imagery
Zhiqi Xiao, Hao Jiang, Zhigang Deng, Wenwei Han, Ran Li, and Zhaoqi Wang,
ACM Transactions on Graphics, (special issue for ACM SIGGRAPH Asia 2024 Journal Papers), 43(6), December 2024, Articl 260, 12 pages, December 2024.
[pdf] [Video] [Supplemental Document]

2024-PG-DenseCrowdPrediction

Dense Crowd Motion Prediction through Density and Trend Maps
Tingting Wang, Qiang Fu, Minggang Wang, Huikun Bi, Qixin Deng, and Zhigang Deng,
Proceeding of Pacific Graphics (PG) 2024, Huangshan, China, Oct 13-16, 2024.
[pdf]

2024-ICMI-OnlineTurnPrediction

Online Multimodal End-of-turn Prediction for Three-party Conversations
Meng-Chen Lee, and Zhigang Deng,
Proceeding of ACM International Conference on Multimodal Interaction (ICMI) 2024, Costa Rica, Nov 4-8, 2024, pp. 57-65.
[Best Paper Runner-up Award]
[pdf]

2024-IVA-SentenceBasedNextSpeakerPrediction

A Computational Study on Sentence-based Next Speaker Prediction in Multiparty Conversations
Meng-Chen Lee, Wu Angela Li, and Zhigang Deng,
Proceeding of ACM International Conference on Intelligent Virtual Agents (IVA) 2024, , September 16–19, 2024, Glasgow, UK, ACM Press, pages 23:1 - 23:4.
[pdf]

2024-TAP-ColorThemeEvaluation

Color Theme Evaluation through User Aesthetic Preference Modeling
Bailin Yang, Tianxiang Wei, Xiaohui Liang, Frederick W. B. Li, Zhigang Deng, and Yili Fang,
ACM Transactions on Applied Perception (TAP), 21(3), July 2024, Article 12, pages 12:1 - 12:35, ACM Press.
[pdf]

2024-SIGGRAPH-InsectWingDeformation

Real-time Wing Deformation Simulations for Flying Insects
Qiang Chen, Zhigang Deng, Feng Li, Yuming Fang, Tingsong Lu, Yang Tong, Yifan Zuo,
Proceeding of ACM SIGGRAPH 2024 Conference Papers, Article 35, pages 35:1 - 35:11, Denver, CO, July 28 - August 1st, 2024. ACM Press.
[pdf] [Video]

2024-TVC-AgentCrowdSimSurvey

Agent-based Crowd Simulation: An In-depth Survey of Determining Factors
Saba Khan, and Zhigang Deng
The Visual Computer, Special Issue for CGI 2024, 40(7), July 2024, pp. 4993 - 5004, Springer Press.
[pdf]

2024-TVCG-BeeSimulation

A Bio-inspired Model for Bee Simulations
Qiang Chen, Wenxu Guo, Yuming Fang, Yang Tong, Tingsong Lu, Xiaogang Jin, and Zhigang Deng
IEEE Transactions on Visualization and Computer Graphics 31(4), pp. 2073 - 2085, 2025, IEEE Press.
[pdf] [Video]

2024-CVM-Noise4Denoising

Noise4Denoise: Leveraging Noise for Unsupervised Point Cloud Denoising
Weijia Wang, Xiao Liu, Hailing Zhou, Lei Wei, Zhigang Deng, Manzur Murshed, and Xuequan Lu
Computational Visual Media, Special Issue for CVM’24, Volume 10, No. 4, August 2024, pp. 659 -669, Springer Press.
[pdf]

2023-APIN-FAdetection

Learning Facial Expression-aware Global-to-local Representation for Robust Action Unit Detection
Rudong An, Aobo Jin, Wei Chen, Wei Zhang, Hao Zeng, Zhigang Deng, and Yu Ding
Applied Intelligence, 54(2), 1405-1425, 2024, Springer Press.
[pdf]

2023-MM-DoubleDoodle

Double Doodles: Sketching Animation in Immersive Environment with 3+6 DOFs Motion Gestures
Ruizhao Chen, Ye Pan, Zhigang Deng, Lili Wang, and Lizhuang Ma,
Proceeding of 31th ACM International Conference on Multimedia (MM) 2023 , Ottawa, Canada, Oct 29 - Nov 3, 2023, pp. 6998-7006.
[pdf]

2023-ICMI-MultimodalTurnAnalysis

Multimodal Turn Prediction and Analysis for Multiparty Conversations
Meng-Chen Lee, Mai Trinh, and Zhigang Deng,
Proceeding of 25th ACM International Conference on Multimodal Interaction (ICMI) 2023 , Paris, France, Oct 9-13, 2023, pp. 436 - 444.
[pdf]

2023-SeGAH-EvalTelementoring

Evaluating a Remote Tele-mentoring Gameplay Setup for Teaching Laparoscopic Suturing Skills
Dehlela Shabir, Shidin Balakrishnan, Jhasketan Padhan, Elias Yaacoub, Amr Mohammed, Zhigang Deng, Abdulla Al-Ansari, Panagiotis Tsiamyrtzis and Nikhil Navkar,
Proceeding of IEEE 11th International Conference on Serious Games and Applications for Health 2023 (SeGAH) , Athens, Greece, August 28 - 30, 2023, pp. 1-8.
[pdf]

2023-CBMS-ARforTelementoring

Tele-Mentoring Using Augmented Reality: A Feasibility Study to Assess Teaching of Laparoscopic Suturing Skills
Dehlela Shabir, Shidin Balakrishnan, Jhasketan Padhan, Julien Abinahed, Elias Yaacoub, Amr Mohammed, Zhigang Deng, Abdulla Al-Ansari, Panagiotis Tsiamyrtzis and Nikhil Navkar,
Proceeding of IEEE International Symposium on Computer-based Medical Systems (CBMS) 2023 , June 22 - 24, 2023, L’Aquila, Italy, pp. 61-66.
[IEEE TCCLS Best Paper Award]
[pdf]
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