Qingyuan Zeng

About Me

Research Experience

Publications

Publication Summary: total: 14 papers including 8 first-author papers

(* denotes corresponding author, co-first authors are equally contributed.)

• Zeng, Q., Jiang, S., Tan, K. C., Wang, Z., Jiang, M.*

  Fading the Digital Ink: A Universal Black-Box Attack Framework for 3DGS Watermarking Systems. (2026)

  In Proceedings of the AAAI Conference on Artificial Intelligence (AAAI). CCF-A

• Zeng, Q., Wang, Z., Cheung Y., Jiang, M.*

  Ask, Attend, Attack: An Effective Decision-Based Black-Box Targeted Attack for Image-to-Text Models. (2024)

  In Proceedings of the Neural Information Processing Systems (NeurIPS). CCF-A

• Lin, J., Jiang, S., Zeng, Q., Wang, Z., Jiang, M.*

  VisionLaw: Inferring Interpretable Intrinsic Dynamics from Visual Observations via Bilevel Optimization. (2026)

  In Proceedings of the International Conference on Learning Representations (ICLR). CCF-A

• Wang, Z., Zeng, Q., Lin, W.*, Jiang, M., Tan, K. C.

  Multi-View Subgraph Neural Networks: Self-Supervised Learning with Scarce Labeled Data. (2024)

  IEEE Transactions on Neural Networks and Learning Systems (TNNLS). JCR-Q1

• Zeng, Q., Gong Y., Jiang M.*

  Cross-Task Attack: A Self-Supervision Generative Framework Based on Attention Shift. (2024)

  In Proceedings of the International Joint Conference on Neural Networks (IJCNN). CCF-C

• Wang, Z., Zeng, Q., Lin, W.*, Jiang, M., & Tan, K. C.

  Generating diagnostic and actionable explanations for fair graph neural networks. (2024)

  In Proceedings of the AAAI Conference on Artificial Intelligence (AAAI). CCF-A

• Liu, B., Zeng, Q. (co-first author), Huang, J., et al.

  IVIM using convolutional neural networks predicts microvascular invasion in HCC. (2022)

  European Radiology. JCR-Q1

• Zeng, Q., Liu, B., Xu, Y. and Zhou, W.*

  An attention-based deep learning model for predicting microvascular invasion of hepatocellular carcinoma using an intra-voxel incoherent motion model of diffusion-weighted magnetic resonance imaging. (2021)

  Physics in Medicine and Biology. JCR-Q1

• Zeng, Q., and Zhou, W.*

  An attention based deep learning model for direct estimation of pharmacokinetic maps from DCE-MRI images. (2021)

  In 2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM). CCF-B

• Gong, Y., Zeng, Q., Liu, C., Guan, J., Lin, J., Zhang, C., Hou, Y., Huang, Y., Wang, Z., Li, X., Feng, X., Jiang, M.*

  Inducing Implicit Focus through Structured Irrelevance for Robust Neural PDE Solvers. (2025)

  In Proceedings of the International Conference on Machine Intelligence and Data Science (MIND). Accepted

• Zhang, C., Zeng, Q., Gong, Y., Wang, Z., Lin, J., Jiang, M.*

  DualCAM++: Dual-saliency Guided Sample Selection for Plug-and-Play Backdoor Enhancement. (2025)

  In Proceedings of the International Conference on Machine Intelligence and Data Science (MIND). Accepted

• Zeng, Q., Gong, Y., Zhang, C., Jiang, S., Wang, Z., Jiang, M.*

  Black-Box Watermark Removal Using Diffusion Models and Self-Attention Mechanisms. (2025)

  In Proceedings of the International Conference on Machine Intelligence and Data Science (MIND). Accepted

• Gong, Y., Yang, C., Zeng, Q., Xu, D., Wang, Z., Jiang, M.*

  Adversarial Attacks Boosted by Gradient-Evolutionary Multiform Optimization. (2026)

  In Proceedings of IEEE Conference on Computer Vision and Pattern Recognition(CVPR). CCF-AUnder Review

• Zeng, Q., Guan, Z., Zhou W.*, Chen J.*

  Text as a Compass: Semantic-Navigated 3D Bone Collapse Prediction via Orthogonal Micro-Volume Primitives. (2026)

  In Proceedings of the Medical Image Computing and Computer Assisted Intervention (MICCAI). CCF-BUnder Review

Academic Service

• Program Committee for AAAI Conference on Artificial Intelligence (AAAI)
• Program Committee for Computer Vision and Pattern Recognition (CVPR)
• Reviewer for IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)
• Reviewer for IEEE Transactions on Neural Networks and Learning Systems (TNNLS)
• Reviewer for IEEE Computational Intelligence Magazine (CIM)
• Reviewer for IEEE Transactions on Evolutionary Computation (TEVC)
• Reviewer for IEEE Transactions on Cognitive and Developmental Systems (TCDS)

Honors & Awards

• Second Prize in the National Traditional Chinese Medicine College Programming Contest, 2021
• Third Prize in the China Collegiate Programming Contest - Guangdong Provincial, 2021
• Provincial Project in the College Students' Innovative Entrepreneurial Training Plan Program, 2021
• Second Prize in the Blue Bridge Cup National Software and Information Technology Talents Competition, 2020
• Provincial Excellence Award in the China Undergraduate Mathematical Contest in Modeling (Guangdong), 2020
• Second Prize in Comprehensive Scholarship of Guangzhou University of Chinese Medicine, 2020

Work Experience

Skills

• English Level: IELTS score (Overall = 6.5, Listening = 7, Reading = 8, Writing = 6, Speaking = 5.5)
• Programming Skill: Python, C++, Unity, Pytorch, Tensorflow