Weibing ZHAO

Tenure- track Associate Professor of AI at SMBU

趙偉兵

郵箱：[email protected]

趙偉兵，深圳北理莫斯科大學(xué)工程系預(yù)聘副教授、碩士生導(dǎo)師。2018年7月于北京師范大學(xué)獲得計(jì)算機(jī)科學(xué)與技術(shù)專(zhuān)業(yè)理學(xué)學(xué)士學(xué)位，2024年3月于香港中文大學(xué)（深圳）獲得計(jì)算機(jī)與信息工程專(zhuān)業(yè)工學(xué)博士學(xué)位。趙偉兵于人工智能、計(jì)算機(jī)視覺(jué)、醫(yī)療圖像等領(lǐng)域的頂級(jí)期刊與頂級(jí)會(huì)議上發(fā)表學(xué)術(shù)論文17篇，其中以第一作者或通訊作者在T-IP、T-ITS、T-KDE、IOT-J、ESWA、AAAI、IJCAI、ACM MM、MICCAI發(fā)表學(xué)術(shù)論文10篇；主持廣東省普通高校重點(diǎn)領(lǐng)域項(xiàng)目1項(xiàng)，參與深圳市基礎(chǔ)研究專(zhuān)項(xiàng)重點(diǎn)項(xiàng)目1項(xiàng)，獲得授權(quán)發(fā)明專(zhuān)利4項(xiàng)。

研究方向：人工智能、計(jì)算機(jī)視覺(jué)、醫(yī)學(xué)圖像分析

Zhao Weibing is a Tenure-Track Associate Professor and master’s supervisor in the Faculty of Engineering at Shenzhen MSU-BIT University. She received her Bachelor of Science degree in Computer Science and Technology from Beijing Normal University in July 2018, and her Doctor of Philosophy degree in Computer and Information Engineering from The Chinese University of Hong Kong, Shenzhen in March 2024.

She has published 17 academic papers in top-tier journals and conferences in the fields of artificial intelligence, computer vision, and medical imaging. Among these, 10 papers were published as first author or corresponding author in prestigious venues such as T-IP, T-ITS, T-KDE, IOT-J, ESWA, AAAI, IJCAI, ACM MM, and MICCAI. She leads one Key-Area Research Project in Guangdong Provincial Universities, contributes to one Shenzhen Basic Research Project (Natural Science Foundation) in Key Areas, and holds 4 authorized invention patents.

Research Interests: Artificial Intelligence, Computer Vision, Medical Image Analysis

招生：本課題組與醫(yī)院深度合作，聚焦于醫(yī)療智能體、醫(yī)學(xué)視覺(jué)-語(yǔ)言模型及AI輔助診斷的研究工作。團(tuán)隊(duì)已積累多個(gè)高質(zhì)量、經(jīng)過(guò)清洗標(biāo)注的醫(yī)學(xué)臨床私有數(shù)據(jù)集，并擁有扎實(shí)的前期工作基礎(chǔ)?，F(xiàn)誠(chéng)邀對(duì)智慧醫(yī)療領(lǐng)域有濃厚興趣的同學(xué)加入，申請(qǐng)者需滿(mǎn)足以下要求：熟練掌握Python編程；熟悉深度學(xué)習(xí)框架（如PyTorch）；了解大語(yǔ)言模型、智能體等前沿技術(shù)；或具備網(wǎng)頁(yè)前端開(kāi)發(fā)基礎(chǔ)。

Selected Papers：

[1] W. Zhao, H. Zhang, C. Zheng, X. Yan, S. Cui, and Z. Li. "Cpu: Codebook lookup transformer with knowledge distillation for point cloud upsampling", Proceedings of the 31st ACM International Conference on Multimedia (ACM MM). 2023: 3917-3925.

[2] W. Zhao, X. Yan, J. Gao, R. Zhang, J. Zhang, Z. Li, S. Wu, and S. Cui. "PointLIE: Locally Invertible Embedding for Point Cloud Sampling and Recovery", Proceedings of the 30th International Joint Conference on Artificial Intelligence (IJCAI). 2021: 1345-1351.

[3] H. Zhang, Y. Long, Y. Fan, Y. Wang, Z. Zhan, S. Wang, Y. Jiang, R. Sun, Z. Xing, Z. Li, X. Duan, and W. Zhao*. "Cervical-RG: Automated Cervical Cancer Report Generation from 3D Multi-sequence MRI via CoT-Guided Hierarchical Experts." International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025.

[4] J. Wang, X. Liu, Z. Gong, L. Yang, H. Zhang, Y. Long, Y. Fan, Y. Jiang, X. Duan, and W. Zhao*. "HARM3-Fusion: Hierarchical Attentional Representation Learning of Multi-modal, Multi-temporal, and Multi-sequence Fusion for Pathological Complete Response Prediction of Head and Neck Squamous Cell Carcinoma." International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), 2025.

[5] Z. Xing, and W. Zhao*. "Segmentation and completion of human motion sequence via temporal learning of subspace variety model", IEEE Transactions on Image Processing (T-IP), vol. 33. 2024: 5783-5797.

[6] Z. Xing, and W. Zhao*. "Trajectory Map-Matching in Urban Road Networks Based on RSS Measurements", IEEE Transactions on Intelligent Transportation Systems (T-ITS), vol. 26, no. 4, pp. 4647-4660, April 2025, doi: 10.1109/TITS.2025.3544399.

[7] Z. Xing, and W. Zhao*. "Block-Diagonal Structure Learning for Subspace Clustering". Expert Systems With Applications (ESWA), Apr. 2025: 127767.

[8] Z. Xing, and W. Zhao*. "Block-Diagonal Guided DBSCAN Clustering". IEEE Transactions on Knowledge and Data Engineering (T-KDE), vol. 36, no. 11, pp. 5709-5722, Nov. 2024, doi: 10.1109/TKDE.2024.3401075.

[9] Z. Xing, and W. Zhao*. "Calibration-Free Indoor Positioning via Regional Channel Tracing", IEEE Internet of Things Journal (IOT-J), vol. 12, no. 5, pp. 5449-5461, 1 March1, 2025, doi: 10.1109/JIOT.2024.3486622.

[10] Z. Xing, and W. Zhao*. "Unsupervised action segmentation via fast learning of semantically consistent actoms", Proceedings of the AAAI Conference on Artificial Intelligence (AAAI). 2024, 38(6): 6270-6278.

[11] X. Yan, W. Zhao, K. Yuan, R. Zhang, Z. Li, and S. Cui. "Towards Content-Independent Multi-Reference Super-Resolution: Adaptive Pattern Matching and Feature Aggregation", European Conference on Computer Vision (ECCV). 2020: 52-68.

* indicates corresponding author