VisCom Research Lab

SurgPIS: Surgical-Instrument-Level Instances and Part-Level Semantics for Weakly-Supervised Part-Aware Instance Segmentation

Meng Wei, Charlie Budd, Oluwatosin Alabi, Miaojing Shi, Tom Vercauteren

arXiv:2507.19592

Text-Promptable Object Counting via Quantity Awareness Enhancement

Miaojing Shi, Xiaowen Zhang, Zijie Yue, Yong Luo, Cairong Zhao, Li Li

arXiv:2507.06679

Understanding-Informed Bias Mitigation for Fair CMR Segmentation

Tiarna Lee, Esther Puyol-Antón, Bram Ruijsink, Pier-Giorgio Masci, Louise Keehn, Phil Chowienczyk, Emily Haseler, Miaojing Shi, Andrew P. King

arXiv:2503.17089

TRAIL: Transferable Robust Adversarial Images via Latent diffusion

Yuhao Xue, Zhifei Zhang, Xinyang Jiang, Yifei Shen, Junyao Gao, Wentao Gu, Jiale Zhao, Miaojing Shi, Cairong Zhao

arXiv:2505.16166

SEG-SAM: Semantic-Guided SAM for Unified Medical Image Segmentation

Shuangping Huang, Hao Liang, Qingfeng Wang, Chulong Zhong, Zijian Zhou, Miaojing Shi

arXiv:2412.12660

Aligning Few-Step Diffusion Models with Dense Reward Difference Learning

Ziyi Zhang, Li Shen, Sen Zhang, Deheng Ye, Yong Luo, Miaojing Shi, Bo Du, Dacheng Tao

arXiv:2411.11727

Large Model Driven Radiology Report Generation with Clinical Quality Reinforcement Learning

Zijian Zhou, Miaojing Shi, Meng Wei, Oluwatosin Alabi, Zijie Yue, Tom Vercauteren

arXiv:2403.06728

Development and Validation of an AI Foundation Model for Endoscopic Diagnosis of Esophagogastric Junction Adenocarcinoma: a Cohort and Deep Learning Study

Yikun Ma, Bo Li, Ying Chen, Zijie Yue, Shuchang Xu, Jingyao Li, Lei Ma, Liang Zhong, Duowu Zou, Leiming Xu, Yunshi Zhong, Xiaobo Li, Weiqun Ding, Minmin Zhang, Dongli He, Zhenghong Li, Ye Chen, Ye Zhao, Jialong Zhuo, Xiaofen Wu, Lisha Yi, Miaojing Shi, Huihui Sun

eClinicalMedicine, Part of The Lancet Discovery Science

VLPrompt: Vision-Language Prompting for Panoptic Scene Graph Generation

Zijian Zhou, Miaojing Shi, Holger Caesar

International Journal of Computer Vision

[code]

Does a Rising Tide Lift All Boats? Bias Mitigation for AI-based CMR Segmentation

Tiarna Lee, Esther Puyol-Antón, Bram Ruijsink, Miaojing Shi, Andrew P King

MICCAI 2025 FAIMI Workshop

[code]

How Consistent Are Humans When Grading Programming Assignments?

Marcus Messer, Neil C. C. Brown, Michael Kölling, Miaojing Shi

ACM Transactions on Computing Education

CholecInstanceSeg: A Tool Instance Segmentation Dataset for Laparoscopic Surgery

Oluwatosin Alabi, Ko Ko Zayar Toe, Zijian Zhou, Charlie Budd, Nicholas Raison, Miaojing Shi, Tom Vercauteren

Scientific Data

[code]

SegMatch: A Semi-Supervised Learning Method for Surgical Instrument Segmentation

Meng Wei, Charlie Budd, Luis C. Garcia-Peraza-Herrera, Reuben Dorent, Miaojing Shi, Tom Vercauteren

Scientific Reports

MPDrive: Improving Spatial Understanding with Marker-Based Prompt Learning for Autonomous Driving

Zhiyuan Zhang, Xiaofan Li, Zhihao Xu, Wenjie Peng, Zijian Zhou, Miaojing Shi, Shuangping Huang

CVPR 2025

Learning Flow Fields in Attention for Controllable Person Image Generation

Zijian Zhou, Shikun Liu, Xiao Han, Haozhe Liu, Kam Woh Ng, Tian Xie, Yuren Cong, Hang Li, Mengmeng Xu, Juan-Manuel Pérez-Rúa, Aditya Patel, Tao Xiang, Miaojing Shi, Sen He

CVPR 2025

[code]

Bootstrapping Vision-language Models for Self-supervised Remote Physiological Measurement

Zijie Yue, Miaojing Shi, Hanli Wang, Shuai Ding, Qijun Chen, Shanlin Yang

International Journal of Computer Vision

[code]

Multitask Learning in Minimally Invasive Surgical Vision: A Review

Oluwatosin Alabi, Tom Vercauteren, Miaojing Shi

Medical Image Analysis

Enhancing Generalized Few-Shot Semantic Segmentation via Effective Knowledge Transfer

Xinyue Chen, Miaojing Shi, Zijian Zhou, Lianghua He, Sophia Tsoka

AAAI 2025

[code]

Menagerie: A Dataset of Graded Programming Assignments

Marcus Messer, Neil C. C. Brown, Michael Kölling, Miaojing Shi

SIGCSE TS 2025

[code]

Optimizing Dense Visual Predictions Through Multi-Task Coherence and Prioritization

Maxime Fontana, Michael Spratling, Miaojing Shi

WACV 2025

[code]

An Investigation into the Causes of Race Bias in AI-based Cine CMR segmentation

Tiarna Lee, Esther Puyol-Anton, Bram Ruijsink, Sebastien Roujol, Theodore Barfoot, Shaheim Ogbomo-Harmitt, Miaojing Shi, Andrew P. King

European Heart Journal – Digital Health

Enhancing Space-time Video Super-resolution via Spatial-temporal Feature Interaction

Zijie Yue, Miaojing Shi

Neural Networks

[code]

Semantic-DARTS: Elevating Semantic Learning for Mobile Differentiable Architecture Search

Bicheng Guo, Shibo He, Miaojing Shi, Kaicheng Yu, Jiming Chen, Xuemin Shen

IEEE Internet of Things

IMITATE: Clinical Prior Guided Hierarchical Vision-Language Pre-training

Che Liu, Sibo Cheng, Miaojing Shi, Anand Shah, Wenjia Bai, Rossella Arcucci

IEEE Transactions on Medical Imaging

OpenPSG: Open-set Panoptic Scene Graph Generation via Large Multimodal Models

Zijian Zhou, Zheng Zhu, Holger Caesar, Miaojing Shi

ECCV 2024

[code]

When Multi-Task Learning Meets Partial Supervision: A Computer Vision Review

Maxime Fontana, Michael Spratling, Miaojing Shi

Proceedings of the IEEE

[code]

Multi-Modal Large Language Model Enhanced Pseudo 3D Perception Framework for Visual Commonsense Reasoning

Jian Zhu, Hanli Wang, Miaojing Shi

IEEE Transactions on Circuits and Systems for Video Technology

AdaTreeFormer: Few Shot Domain Adaptation for Tree Counting from a Single High-Resolution Image

Hamed Amini Amirkolaee, Miaojing Shi, Lianghua He, Mark Mulligan

ISPRS Journal of Photogrammetry and Remote Sensing

[code]

Memory-guided Network with Uncertainty-based Feature Augmentation for Few-shot Semantic Segmentation

Xinyue Chen, Miaojing Shi

IEEE International Conference on Multimedia and Expo (ICME) 2024(Oral)

Grading Documentation with Machine Learning

Marcus Messer, Miaojing Shi, Neil Brown, Michael Kölling

International Conference on Artificial Intelligence in Education (AIED) 2024

Boosting Object Detection with Zero-Shot Day-Night Domain Adaptation

Zhipeng Du, Miaojing Shi, Jiankang Deng

CVPR 2024

[code]

LoSh: Long-Short Text Joint Prediction Network for Referring Video Object Segmentation

Linfeng Yuan, Miaojing Shi, Zijie Yue, Qijun Chen

CVPR 2024

[code]

Enhancing Surgical Instrument Segmentation: Integrating Vision Transformer Insights with Adapter

Meng Wei, Miaojing Shi, Tom Vercauteren

IPCAI 2024 / International Journal of Computer Assisted Radiology and Surgery

[code]

Memory-Based Contrastive Learning with Optimized Sampling for Incremental Few-Shot Semantic Segmentation

Yuxuan Zhang, Miaojing Shi, Taiyi Su, Hanli Wang

ISCAS 2024(Oral)

Automated Grading and Feedback Tools for Programming Education: A Systematic Review

Marcus Messer, Neil C. C. Brown, Michael Kölling, Miaojing Shi

ACM Transactions on Computing Education

Distilling base-and-meta network with contrastive learning for few-shot semantic segmentation

Xinyue Chen, Yueyi Wang, Yingyue Xu, Miaojing Shi

Autonomous Intelligent Systems

An investigation into the impact of deep learning model choice on sex and race bias in cardiac MR segmentation

Tiarna Lee, Esther Puyol-Antón, Bram Ruijsink, Keana Aitcheson, Miaojing Shi, Andrew P. King

MICCAI 2023 FAIMI Workshop

Text Promptable Surgical Instrument Segmentation with Vision-Language Models

Zijian Zhou, Oluwatosin Alabi, Meng Wei, Tom Vercauteren, Miaojing Shi

NeurIPS 2023

[code]

Video-based Remote Physiological Measurement via Self-supervised Learning

Zijie Yue, Miaojing Shi, Shuai Ding

IEEE Transactions on Pattern Analysis and Machine Intelligence

[code]

HiLo: Exploiting High Low Frequency Relations for Unbiased Panoptic Scene Graph Generation

Zijian Zhou, Miaojing Shi, Holger Caesar

ICCV 2023

[code]

Boosting Zero-shot Learning via Contrastive Optimization of Attribute Representations

Yu Du, Miaojing Shi, Fangyun Wei, Guoqi Li

IEEE Transactions on Neural Networks and Learning Systems

[code]

TreeFormer: a Semi-Supervised Transformer-based Framework for Tree Counting from a Single High Resolution Image

Hamed Amini Amirkolaee, Miaojing Shi, Mark Mulligan

IEEE Transactions on Geoscience and Remote Sensing

[code]

Redesigning Multi-Scale Neural Network for Crowd Counting

Zhipeng Du, Miaojing Shi, Jiankang Deng, Stefanos Zafeiriou

IEEE Transactions on Image Processing

[code]

Machine Learning-Based Automated Grading and Feedback Tools for Programming: A Meta-Analysis

Marcus Messer, Neil C. C. Brown, Michael Kölling, Miaojing Shi

Proceedings of the 2023 Conference on Innovation and Technology in Computer Science Education

Space-time video super-resolution using long-term temporal feature aggregation

Kuanhao Chen, Zijie Yue, Miaojing Shi

Autonomous Intelligent Systems

Domain-General Crowd Counting in Unseen Scenarios

Zhipeng Du, Jiankang Deng, Miaojing Shi

AAAI 2023(Oral)

A systematic study of race and sex bias in CNN-based cardiac MR segmentation

Tiarna Lee, Esther Puyol-Anton, Bram Ruijsink, Miaojing Shi, Andrew P. King

MICCAI STACOM 2022

MFNet: Multi-class Few-shot Segmentation Network with Pixel-wise Metric Learning

Miao Zhang, Miaojing Shi, Li Li

IEEE Transactions on Circuits and Systems for Video Technology

[code]

Discovering regression-detection bi-knowledge transfer for unsupervised cross-domain crowd counting

Yuting Liu, Zheng Wang, Miaojing Shi, Shin’ichi Satoh, Qijun Zhao, Hongyu Yang

Neurocomputing

Dam reservoir extraction from remote sensing imagery using tailored metric learning strategies

Arnout van Soesbergen, Zedong Chu,Miaojing Shi, Mark Mulligan

IEEE Transactions on Geoscience and Remote Sensing

[code]

Learning to Prompt for Open-Vocabulary Object Detection with Vision-Language Model

Yu Du, Fangyun Wei, Zihe Zhang, Miaojing Shi, Yue Gao, Guoqi Li

CVPR 2022

[code]

Training Object Detectors from Few Weakly-labeled and Many Unlabeled Images

Zhaohui Yang, Miaojing Shi, Chao Xu, Vittorio Ferrari, Yannis Avrithis

Pattern Recognition

[code]

Learning to Recommend Items to Wikidata Editors

Kholoud AlGhamdi, Miaojing Shi, Elena Simperl

ISWC 2021

[code]

Fast Fourier Intrinsic Network

Yanlin Qian, Miaojing Shi, Joni-Kristian Kamarainen, Jiri Matas

WACV 2021

Detecting Human-Object Interaction with Mixed Supervision

Suresh Kirthi Kumaraswamy, Miaojing Shi, Ewa Kijak

WACV 2021

[sup]

Restoring Negative Information in Few-Shot Object Detection

Yukuan Yang, Fangyu Wei, Miaojing Shi, Guoqi Li

NeurIPS 2020

[code]

Defending Adversarial Examples via DNN Bottleneck Reinforcement

Wenqing Liu*, Miaojing Shi*, Teddy Furon, Li Li (*Co-first author)

ACM MM 2020

[code]

Towards Unsupervised Crowd Counting via Regression-Detection Bi-knowledge Transfer

Yuting Liu, Zheng Wang, Miaojing Shi, Shin'ichi Satoh, Qijun Zhao, Hongyu Yang

ACM MM 2020(Oral)

Active Crowd Counting with Limited Supervision

Zhen Zhao*, Miaojing Shi*, Xiaoxiao Zhao, Li Li(*Co-first author)

ECCV 2020

[sup]

Friend Recommendation for Cross Marketing in Online Brand Community based on Intelligent Attention Allocation Link Prediction Algorithm

Shugang Li, Xuewei Song, Hanyu Lu, Linyi Zeng, Miaojing Shi, Fang Liu

Expert Systems with Applications

Point in, Box out: Beyond Counting Persons in Crowds

Yuting Liu, Miaojing Shi, Qijun Zhao, Xiaofang Wang

CVPR 2019(Oral)

Revisiting Perspective Information for Efficient Crowd Counting

Miaojing Shi, Zhaohui Yang, Chao Xu, Qijun Chen

CVPR 2019

Crowd Counting via Scale-Adaptive Convolutional Neural Network

Lu Zhang*, Miaojing Shi*, Qiaobo Chen(*Co-first author)

WACV 2018

[code]

Weakly Supervised Object Localization Using Things and Stuff Transfer

Miaojing Shi, Holger Caesar, Vittorio Ferrari

ICCV 2017

[sup]

Weakly Supervised Object Localization Using Size Estimates

Miaojing Shi, Vittorio Ferrari

ECCV 2016

DCT Inspired Feature Transform for Image Retrieval and Reconstruction

Yunhe Wang,Miaojing Shi, Shan You, Chao Xu

IEEE Transactions on Image Processing 2016

Database Saliency for Fast Image Retrieval

Yuan Gao*, Miaojing Shi*, Dacheng Tao, Chao Xu(*Co-first author)

IEEE Transactions on Multimedia 2015

Early burst detection for memory-efficient image retrieval

Miaojing Shi, Yannis Avrithis, Hervé Jégou

CVPR 2015

Supervised Multi-scale Locality Sensitive Hashing

Li Weng, I-Hong Jhuo, Miaojing Shi, Meng Sun, Wen-Huang Cheng, Laurent Amsaleg.

ICMR 2015

Exploring Spatial Correlation for Visual Object Retrieval

Miaojing Shi, Xinghai Sun, Dacheng Tao, Chao Xu, George Baciu, Hong Liu.

ACM Transactions on Intelligent Systems and Technology 2015

A Group Testing Framework for Similarity Search in High-dimensional Spaces

Miaojing Shi, Teddy Furon, Hervé Jégou

ACM MM 2014(Oral)

[code]

Saliency oriented object image re-ranking

Chao Xu, Yuan Gao, Miaojing Shi.

ICECS 2014

Computerized Tongue Image Segmentation via Double Geo-Vector Flow

Miaojing Shi, GZ. Li, Fufeng Li, Chao Xu.

BMC Chinese Medicine 2014

[code]

W-Tree Indexing for Fast Visual Word Generation

Miaojing Shi, Ruixin Xu, Dacheng Tao, and Chao Xu

IEEE Transactions on Image Processing 2013

C2G2FSnake: Automatic Tongue image segmentation utilizing prior knowledge

Miaojing Shi, GZ. Li, Fufeng Li.

SCIENCE CHINA: Information Science 2013

Exploiting Visual Word Co-occurrence for Image Retrieval

Miaojing Shi, Xinghai Sun, Dacheng Tao, Chao Xu

ACM MM 2012(Oral)

A Novel Tongue Image Segmentation Approach via Double Geodesic Flow

Miaojing Shi, GZ. Li, Fufeng Li, Chao Xu.

ICCSE 2012

Fast visual word quantization via spatial neighborhood boosting

Ruixin Xu, Miaojing Shi, Bo Geng, Chao Xu

ICME 2011

Publications

Preprints

2025

2024

2023

2022

2021

2020

Selected Publications by Miaojing Shi Before Joining King’s