Research output per year
Research output per year
Personal profile
Biography
Research Interests
Artificial Intelligence, Computer Vision, Robotics, Healthcare AI.
Build AI: CNN, ViT, Mamba, KAN, RWKV.
Train AI: Supervised/Weakly-Supervised/Self-Supervised/Semi-Supervised/Mixed-Supervised/Noise-Robust/Few-Shot Learning, Domain Adaptation.
Use AI: Medical Image Segmentation, Medical Image Registration, Medical Image Inpainting, Object Detection, Depth Estimation, Human Gait Analysis, Person Re-Identification, Surgical Robot Vision, Low-Level Vision, iOS Development.
Teaching Activity
CS3DM Data Mining (Module Leader)
CS2TP Team Project
DG4BIO AI in Biomedical Imaging
Education/Academic qualification
PhD, University of Oxford
Award Date: 13 Jul 2024
MRes, Imperial College London
Award Date: 1 Nov 2018
BSc, Xi'an Jiaotong University
Award Date: 23 Jul 2017
Fingerprint
Dive into the research topics where Ziyang Wang is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
-
S4RoboFormer: Scribble-Supervised Surgical Robotic Segmentation Transformer via Augmented Consistency Training
Wang, Z., Chen, T., Ye, Z., Ge, Y., Chen, Z., Li, J. & Zhao, Y., 29 Aug 2025, (E-pub ahead of print) In: IEEE Transactions on Medical Robotics and Bionics. 7, 4, p. 1789-1793 5 p.Research output: Contribution to journal › Article › peer-review
-
Zig-RiR: Zigzag RWKV-in-RWKV for Efficient Medical Image Segmentation
Chen, T., Zhou, X., Tan, Z., Wu, Y., Wang, Z., Ye, Z., Gong, T., Chu, Q., Yu, N. & Lu, L., Aug 2025, In: IEEE Transactions on Medical Imaging. 44, 8, p. 3245-3257 13 p.Research output: Contribution to journal › Article › peer-review
7 Citations (SciVal) -
Dual-Contrastive Dual-Consistency Dual-Transformer: A Semi-Supervised Approach to Medical Image Segmentation
Wang, Z. & Ma, C., 25 Dec 2023, Proceedings - 2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW). IEEE, p. 870-879 10 p. (Proceedings - IEEE/CVF International Conference on Computer Vision Workshops, ICCVW 2023).Research output: Chapter in Book/Published conference output › Conference publication
45 Citations (SciVal) -
KAN We Flow? Advancing Robotic Manipulation with 3D Flow Matching via KAN & RWKV
Chen, Z., Ge, Y. & Wang, Z., 1 Feb 2026, 8 p.Research output: Preprint or Working paper › Preprint › peer-review
Open Access -
Rethinking Hybrid U-Shape Network with Pixel-Level Feature Learning for Retinal Vessel Segmentation
Wang, Z. & Wu, M., 9 Feb 2026, (E-pub ahead of print) In: IEEE Access.Research output: Contribution to journal › Article › peer-review
Open AccessFile1 Downloads (Pure)