| 2026 | AAAI | Wavefront-Constrained Passive Obscured Object Detection. | Zhiwen Zheng, Yiwei Ouyang, Zhao Huang, Tao Zhang, Xiaoshuai Zhang, Huiyu Zhou, Wenwen Tang, Shaowei Jiang, Jin Liu, Xingru Huang |
| 2025 | ACL | Unlocking Speech Instruction Data Potential with Query Rewriting. | Yonghua Hei, Yibo Yan, Shuliang Liu, Huiyu Zhou, Linfeng Zhang, Xuming Hu |
| 2025 | ACL | EssayJudge: A Multi-Granular Benchmark for Assessing Automated Essay Scoring Capabilities of Multimodal Large Language Models. | Jiamin Su, Yibo Yan, Fangteng Fu, Zhang Han, Jingheng Ye, Xiang Liu, Jiahao Huo, Huiyu Zhou, Xuming Hu |
| 2025 | ACL | Reefknot: A Comprehensive Benchmark for Relation Hallucination Evaluation, Analysis and Mitigation in Multimodal Large Language Models. | Kening Zheng, Junkai Chen, Yibo Yan, Xin Zou, Huiyu Zhou, Xuming Hu |
| 2025 | ICDM | Multi-Label Transfer Learning in Non-Stationary Data Streams. | Honghui Du, Leandro L. Minku, Aonghus Lawlor, Huiyu Zhou |
| 2025 | ICML | Segment Anyword: Mask Prompt Inversion for Open-Set Grounded Segmentation. | Zhihua Liu, Amrutha Saseendran, Lei Tong, Xilin He, Fariba Yousefi, Nikolay Burlutskiy, Dino Oglic, Tom Diethe, Philip Alexander Teare, Huiyu Zhou, Chen Jin |
| 2025 | ICML | RealRAG: Retrieval-augmented Realistic Image Generation via Self-reflective Contrastive Learning. | Yuanhuiyi Lyu, Xu Zheng, Lutao Jiang, Yibo Yan, Xin Zou, Huiyu Zhou, Linfeng Zhang, Xuming Hu |
| 2024 | BMVC | Mumpy: Multilateral Temporal-view Pyramid Transformer for Video Inpainting Detection. | Ying Zhang, Yuezun Li, Bo Peng, Jiaran Zhou, Huiyu Zhou, Junyu Dong |
| 2024 | ECCV | rmD | Zhaotong Yang, Zicheng Jiang, Xinzhe Li, Huiyu Zhou, Junyu Dong, Huaidong Zhang, Yong Du |
| 2024 | ICANN | DecoratingFusion: A LiDAR-Camera Fusion Network with the Combination of Point-Level and Feature-Level Fusion. | Zixuan Yin, Han Sun, Ningzhong Liu, Huiyu Zhou, Jiaquan Shen |
| 2024 | ICASSP | Online Mouse Behavior Detection by Historical Dependency and Typical Instances. | Xinyu Yang, Feixiang Zhou, Huiyu Zhou |
| 2024 | ICIP | Adaptive Spatial-Temporal Modelling For Human Motion Prediction. | Jianhua Zhang, Huiyu Zhou, Na Lv |
| 2024 | MICCAI | MMFusion: Multi-modality Diffusion Model for Lymph Node Metastasis Diagnosis in Esophageal Cancer. | Chengyu Wu, Chengkai Wang, Huiyu Zhou, Yatao Zhang, Qifeng Wang, Yaqi Wang, Shuai Wang |
| 2022 | AAAI | Semantically Contrastive Learning for Low-Light Image Enhancement. | Dong Liang, Ling Li, Mingqiang Wei, Shuo Yang, Liyan Zhang, Wenhan Yang, Yun Du, Huiyu Zhou |
| 2022 | BMVC | Polycentric Clustering and Structural Regularization for Source-free Unsupervised Domain Adaptation. | Xinyu Guan, Han Sun, Ningzhong Liu, Huiyu Zhou |
| 2022 | ICANN | Attention Guided Network for Salient Object Detection in Optical Remote Sensing Images. | Yuhan Lin, Han Sun, Ningzhong Liu, Yetong Bian, Jun Cen, Huiyu Zhou |
| 2022 | ICPR | A lightweight multi-scale context network for salient object detection in optical remote sensing images. | Yuhan Lin, Han Sun, Ningzhong Liu, Yetong Bian, Jun Cen, Huiyu Zhou |
| 2022 | IJCAI | Absolute Wrong Makes Better: Boosting Weakly Supervised Object Detection via Negative Deterministic Information. | Guanchun Wang, Xiangrong Zhang, Zelin Peng, Xu Tang, Huiyu Zhou, Licheng Jiao |
| 2022 | ICPR | Salient Skin Lesion Segmentation via Dilated Scale-Wise Feature Fusion Network. | Pourya Shamsolmoali, Masoumeh Zareapoor, Jie Yang, Eric Granger, Huiyu Zhou |
| 2022 | MICCAI | CTooth+: A Large-Scale Dental Cone Beam Computed Tomography Dataset and Benchmark for Tooth Volume Segmentation. | Weiwei Cui, Yaqi Wang, Yilong Li, Dan Song, Xingyong Zuo, Jiaojiao Wang, Yifan Zhang, Huiyu Zhou, Bungsan Chong, Liaoyuan Zeng, Qianni Zhang |
| 2022 | MICCAI | Plug-and-Play Shape Refinement Framework for Multi-site and Lifespan Brain Skull Stripping. | Yunxiang Li, Ruilong Dan, Shuai Wang, Yifan Cao, Xiangde Luo, Chenghao Tan, Gangyong Jia, Huiyu Zhou, You Zhang, Yaqi Wang, Li Wang |
| 2022 | MICCAI | Light Annotation Fine Segmentation: Histology Image Segmentation Based on VGG Fusion with Global Normalisation CAM. | Yilong Li, Yaqi Wang, Le Dong, Juan Ye, Linyan Wang, Ruiquan Ge, Huiyu Zhou, Qianni Zhang |
| 2022 | PRICAI | A Task-Aware Dual Similarity Network for Fine-Grained Few-Shot Learning. | Yan Qi, Han Sun, Ningzhong Liu, Huiyu Zhou |
| 2021 | ISPEC | A Dummy Location Selection Algorithm Based on Location Semantics and Physical Distance. | Dongdong Yang, Baopeng Ye, Yuling Chen, Huiyu Zhou, Xiaobin Qian |
| 2021 | PRICAI | Multi-scale Edge-Based U-Shape Network for Salient Object Detection. | Han Sun, Yetong Bian, Ningzhong Liu, Huiyu Zhou |
| 2021 | PRICAI | Robust Ensembling Network for Unsupervised Domain Adaptation. | Han Sun, Lei Lin, Ningzhong Liu, Huiyu Zhou |
| 2020 | ICDM | MARLINE: Multi-Source Mapping Transfer Learning for Non-Stationary Environments. | Honghui Du, Leandro L. Minku, Huiyu Zhou |
| 2020 | IJCNN | Underwater object detection using Invert Multi-Class Adaboost with deep learning. | Long Chen, Zhihua Liu, Lei Tong, Zheheng Jiang, Shengke Wang, Junyu Dong, Huiyu Zhou |
| 2019 | ICASSP | Score-specific Non-maximum Suppression and Coexistence Prior for Multi-scale Face Detection. | Tianpeng Wu, Dong Liang, Jiaxing Pan, Han Sun, Bin Kang, Shun'ichi Kaneko, Huiyu Zhou |
| 2019 | IJCNN | Multi-Source Transfer Learning for Non-Stationary Environments. | Honghui Du, Leandro L. Minku, Huiyu Zhou |
| 2018 | APWEB | Smartphone-Based Human Activity Recognition Using CNN in Frequency Domain. | Xiangyu Jiang, Yonggang Lu, Zhenyu Lu, Huiyu Zhou |
| 2018 | BMVC | A Novel Method For Unsupervised Scanner-Invariance Using A Dual-Channel Auto-Encoder Model. | Andrew D. Moyes, Kun Zhang, Liping Wang, Ming Ji, Danny Crookes, Huiyu Zhou |
| 2018 | ICPR | Merging Neurons for Structure Compression of Deep Networks. | Guoqiang Zhong, Hui Yao, Huiyu Zhou |
| 2017 | APWEB | Using Jaccard Distance Measure for Unsupervised Activity Recognition with Smartphone Accelerometers. | Xianlong Wang, Yonggang Lu, Dachuan Wang, Li Liu, Huiyu Zhou |
| 2017 | ICNC | Perceptual texture similarity learning using deep neural networks. | Ying Gao, Yanhai Gan, Junyu Dong, Lin Qi, Huiyu Zhou |
| 2017 | ICPRAM | Behavior Recognition in Mouse Videos using Contextual Features Encoded by Spatial-temporal Stacked Fisher Vectors. | Zheheng Jiang, Danny Crookes, Brian Desmond Green, Shengping Zhang, Huiyu Zhou |
| 2016 | BMVC | Multi-scale Colorectal Tumour Segmentation Using a Novel Coarse to Fine Strategy. | Kun Zhang, Danny Crookes, Jim Diamond, Minrui Fei, Jianguo Wu, Peijian Zhang, Huiyu Zhou |
| 2016 | ICPRAM | k-fold Subsampling based Sequential Backward Feature Elimination. | Jeonghwan Park, Kang Li, Huiyu Zhou |
| 2015 | BSN | RFID network deployment approaches for indoor localisation. | Shumei Zhang, Paul J. McCullagh, Huiyu Zhou, Zhe Wen, Zhengcheng Xu |
| 2014 | AVSS | Regularised region-based Mixture of Gaussians for dynamic background modelling. | Sriram Varadarajan, Hongbin Wang, Paul Miller, Huiyu Zhou |
| 2014 | ECAI | Video Event Recognition by Dempster-Shafer Theory. | Xin Hong, Yan Huang, Wenjun Ma, Paul Miller, Weiru Liu, Huiyu Zhou |
| 2014 | IJCNN | Low-rank representation based action recognition. | Xiangrong Zhang, Yang Yang, Hanghua Jia, Huiyu Zhou, Licheng Jiao |
| 2013 | AVSS | Spatial mixture of Gaussians for dynamic background modelling. | Sriram Varadarajan, Paul Miller, Huiyu Zhou |
| 2012 | ICCVG | Batch Neural Gas with Deterministic Initialization for Color Quantization. | M. Emre Celebi, Quan Wen, Gerald Schaefer, Huiyu Zhou |
| 2011 | AVSS | Multi-camera detection association for 3D localisation. | Jiali Shen, Paul Miller, Huiyu Zhou, Michael Loughlin |
| 2011 | BMVC | Age classification using Radon transform and entropy based scaling SVM. | Huiyu Zhou, Paul Miller, Jianguo Zhang |
| 2011 | SMC | Traffic prediction using time related association rules and vehicle routing. | Huiyu Zhou, Shingo Mabu, Kaoru Shimada, Kotaro Hirasawa |
| 2010 | AVSS | Intelligent Sensor Information System For Public Transport - To Safely Go... | Paul Miller, Weiru Liu, Chris Fowler, Huiyu Zhou, Jiali Shen, Jianbing Ma, Jianguo Zhang, WeiQi Yan, Kieran McLaughlin, Sakir Sezer |
| 2010 | AVSS | Human Localization in a Cluttered Space Using Multiple Cameras. | Jiali Shen, WeiQi Yan, Paul Miller, Huiyu Zhou |
| 2010 | CEC | Genetic Network Programming with Estimation of Distribution Algorithms for class association rule mining in traffic prediction. | Xianneng Li, Shingo Mabu, Huiyu Zhou, Kaoru Shimada, Kotaro Hirasawa |
| 2010 | CEC | Generalized rule extraction and traffic prediction in the optimal route search. | Huiyu Zhou, Shingo Mabu, Xianneng Li, Kaoru Shimada, Kotaro Hirasawa |
| 2010 | ICIP | A new family of order-statistics based switching vector filters. | M. Emre Celebi, Gerald Schaefer, Huiyu Zhou |
| 2010 | ICIP | Robust estimation of the fundamental matrix. | Huiyu Zhou, Gerald Schaefer |
| 2010 | SMC | Time related association rule mining with Accuracy Validation in traffic volume prediction with large scale simulator. | Huiyu Zhou, Shingo Mabu, Kaoru Shimada, Kotaro Hirasawa |
| 2009 | CEC | Generalized Time Related Sequential Association rule mining and traffic prediction. | Huiyu Zhou, Shingo Mabu, Kaoru Shimada, Kotaro Hirasawa |
| 2009 | GECCO | Backward time related association rule mining in trafficprediction using genetic network programming withdatabase rearrangement. | Huiyu Zhou, Shingo Mabu, Kaoru Shimada, Kotaro Hirasawa |
| 2009 | ICIP | Bayesian image segmentation with mean shift. | Huiyu Zhou, Gerald Schaefer, M. Emre Celebi, Minrui Fei |
| 2009 | ICIP | 3-D structure recovery from 2-D observations. | Huiyu Zhou, Gerald Schaefer, Tangwei Liu, Faquan Lin |
| 2009 | ICIP | Object trajectory clustering via tensor analysis. | Huiyu Zhou, Dacheng Tao, Yuan Yuan, Xuelong Li |
| 2009 | SMC | Backward Time Related Association Rule mining with Database Rearrangement in Traffic Volume Prediction. | Huiyu Zhou, Shingo Mabu, Kaoru Shimada, Kotaro Hirasawa |
| 2008 | CBMI | Automatic human face detection for content-based image annotation. | Richard M. Jiang, Abdul Hamid Sadka, Huiyu Zhou |
| 2008 | CBMI | Feature extraction for speech and music discrimination. | Huiyu Zhou, Abdul Hamid Sadka, Richard M. Jiang |
| 2008 | CEC | Comparative association rules mining using Genetic Network Programming(GNP) with attributes accumulation mechanism and its application to traffic systems. | Wei Wei, Huiyu Zhou, Kaoru Shimada, Shingo Mabu, Kotaro Hirasawa |
| 2008 | CEC | Time related association rules mining with attributes accumulation mechanism and its application to traffic prediction. | Huiyu Zhou, Wei Wei, Kaoru Shimada, Shingo Mabu, Kotaro Hirasawa |
| 2007 | HCI | SMART Rehabilitation: Implementation of ICT Platform to Support Home-Based Stroke Rehabilitation. | Huiru Zheng, Richard J. Davies, T. Stone, Shane Wilson, Jackie Hammerton, Sue J. Mawson, P. M. Ware, Norman D. Black, Nigel D. Harris, Chris Eccleston, Huosheng Hu, Huiyu Zhou, Gail A. Mountain |
| 2006 | IAS | Wearable inertial sensors for arm motion tracking in home-based rehabilitation. | Huiyu Zhou, Huosheng Hu, Nigel D. Harris |
| 2005 | ICASSP | A hybrid framework for image segmentation. | Huiyu Zhou, Tangwei Liu, Huosheng Hu, Yusheng Pang, Faquan Lin, Ji Wu |
| 2004 | ICASSP | Efficient motion tracking using gait analysis. | Huiyu Zhou, Patrick R. Green, Andrew M. Wallace |
| 2004 | ICPR | Tracking Periodic Motion using Bayesian Estimation. | Huiyu Zhou, Andrew M. Wallace, Patrick R. Green |