A Collaborative Learning System Based on Multi-agent. - Yuanzhi Wang; Fei Zhang; Liwei Chen; Guosheng Hu; Shanhe Jiang (ALPIT, 2008)

Grid Resource Prediction Based on Support Vector Regression and Genetic Algorithms. - Liang Hu 001; Guosheng Hu; Kuo Tang; Xilong Che (ICNC (1), 2009)

Genetic Algorithms with Improved Simulated Binary Crossover and Support Vector Regression for Grid Resources Prediction. - Guosheng Hu; Liang Hu 001; Qinghai Bai; Guangyu Zhao; Hongwei Li (ISNN (2), 2010)

Support Vector Regression and Ant Colony Optimization for Grid Resources Prediction. - Guosheng Hu; Liang Hu 001; Jing Song; Pengchao Li; Xilong Che; Hongwei Li (ISNN (2), 2010)

Resolution-Aware 3D Morphable Model. - Guosheng Hu; Chi-Ho Chan; Josef Kittler; Bill Christmas (BMVC, 2012)

A facial symmetry prior for improved illumination fitting of 3D morphable model. - Guosheng Hu; Pouria Mortazavian; Josef Kittler; William J. Christmas (ICB, 2013)

Novel rogue waves in an inhomogenous nonlinear medium with external potentials. - Xiao-Fei Wu; Guosheng Hu; Zheng-Yi Ma (Commun. Nonlinear Sci. Numer. Simul., 2013)

Robust face recognition by an albedo based 3D morphable model. - Guosheng Hu; Chi-Ho Chan; Fei Yan 001; William J. Christmas; Josef Kittler (IJCB, 2014)

Robust compressed sensing with bounded and structured uncertainties. - Xiangyun Qing; Guosheng Hu; Xingyu Wang (IET Signal Process., 2014)

When Face Recognition Meets with Deep Learning: An Evaluation of Convolutional Neural Networks for Face Recognition. - Guosheng Hu; Yongxin Yang; Dong Yi; Josef Kittler; William J. Christmas; Stan Z. Li; Timothy M. Hospedales (ICCV Workshops, 2015)

The noise and spur delusion in fractional-N frequency synthesizer design. - Michael Peter Kennedy; Hongjia Mo; Zhida Li; Guosheng Hu; Paolo Scognamiglio; Ettore Napoli (ISCAS, 2015)

Identifying Similar Patients Using Self-Organising Maps: A Case Study on Type-1 Diabetes Self-care Survey Responses. - Santosh Tirunagari; Norman Poh; Guosheng Hu; David Windridge (CoRR, 2015)

Progressive sparse representation-based classification using local discrete cosine transform evaluation for image recognition. - Xiaoning Song; Zhenhua Feng 001; Guosheng Hu; Xibei Yang; Jing-Yu Yang 001; Yunsong Qi (J. Electronic Imaging, 2015)

Low-rank approach for image nonblind deconvolution with variance estimation. - Hang Yang; Guosheng Hu; Yuqing Wang; Xiaotian Wu (J. Electronic Imaging, 2015)

[α1，α2]1-概率拟Hoare逻辑及其可靠性证明 ([α1, α2]1-Probabilistic Quasi-Hoare Logic and its Reliability). - Xinxing Wu; Guosheng Hu; Yixiang Chen 001 (计算机科学, 2015)

Web服务降级替换的一致性问题及量化研究 (Quantification and Conformance of Web Service Degraded Substitution). - Xinxing Wu; Guosheng Hu; Yixiang Chen 001 (计算机科学, 2015)

Cascaded Collaborative Regression for Robust Facial Landmark Detection Trained Using a Mixture of Synthetic and Real Images With Dynamic Weighting. - Zhenhua Feng 001; Guosheng Hu; Josef Kittler; William J. Christmas; Xiaojun Wu 001 (IEEE Trans. Image Process., 2015)

Face analysis using 3D morphable models. - Guosheng Hu (2015)

3D Morphable Face Models and Their Applications. - Josef Kittler; Patrik Huber 001; Zhenhua Feng 001; Guosheng Hu; William J. Christmas (AMDO, 2016)

Face Recognition Using a Unified 3D Morphable Model. - Guosheng Hu; Fei Yan 001; Chi-Ho Chan; Weihong Deng; William J. Christmas; Josef Kittler; Neil Martin Robertson (ECCV (8), 2016)

Face image super-resolution via weighted patches regression. - Yiping Zhang; Zhihong Zhang 001; Guosheng Hu; Edwin R. Hancock (ICPR, 2016)

Comparison of analytical predictions of the noise floor due to static charge pump mismatch in fractional-n frequency synthesizers. - Hongjia Mo; Guosheng Hu; Michael Peter Kennedy (ISCAS, 2016)

A Multiresolution 3D Morphable Face Model and Fitting Framework. - Patrik Huber 001; Guosheng Hu; Jose Rafael Tena; Pouria Mortazavian; Willem P. Koppen; William J. Christmas; Matthias Rätsch; Josef Kittler (VISIGRAPP (4: VISAPP), 2016)

Dictionary Integration using 3D Morphable Face Models for Pose-invariant Collaborative-representation-based Classification. - Xiaoning Song; Zhenhua Feng 001; Guosheng Hu; Josef Kittler; William J. Christmas; Xiaojun Wu 001 (CoRR, 2016)

概率拟Hoare逻辑 (Probabilistic Quasi-Hoare Logic). - Xinxing Wu; Guosheng Hu; Yixiang Chen 001 (计算机科学, 2016)

Visualization of the Color Family Order System. - Jianwen Song; Jianming Song; Guosheng Hu; Zhigeng Pan (Trans. Edutainment, 2016)

Attribute-Enhanced Face Recognition with Neural Tensor Fusion Networks. - Guosheng Hu; Yang Hua 001; Yang Yuan; Zhihong Zhang 001; Zheng Lu; Sankha S. Mukherjee; Timothy M. Hospedales; Neil Martin Robertson; Yongxin Yang (ICCV, 2017)

Deep Face Model Compression Using Entropy-Based Filter Selection. - Bingbing Han; Zhihong Zhang 001; Chuanyu Xu; Beizhan Wang; Guosheng Hu; Lu Bai 001; Qingqi Hong; Edwin R. Hancock (ICIAP (2), 2017)

Efficient 3D morphable face model fitting. - Guosheng Hu; Fei Yan 001; Josef Kittler; William J. Christmas; Chi-Ho Chan; Zhenhua Feng 001; Patrik Huber 001 (Pattern Recognit., 2017)

Half-Face Dictionary Integration for Representation-Based Classification. - Xiaoning Song; Zhenhua Feng 001; Guosheng Hu; Xiaojun Wu 001 (IEEE Trans. Cybern., 2017)

Deep Multi-task Learning to Recognise Subtle Facial Expressions of Mental States. - Guosheng Hu; Li Liu 004; Yang Yuan; Zehao Yu; Yang Hua 001; Zhihong Zhang 001; Fumin Shen; Ling Shao 001; Timothy M. Hospedales; Neil Martin Robertson; Yongxin Yang (ECCV (12), 2018)

Deep Stock Representation Learning: From Candlestick Charts to Investment Decisions. - Guosheng Hu; Yuxin Hu; Kai Yang 031; Zehao Yu; Flood Sung; Zhihong Zhang 001; Fei Xie; Jianguo Liu; Neil Martin Robertson; Timothy M. Hospedales; Qiangwei Miemie (ICASSP, 2018)

A Unified Neighbor Reconstruction Method for Embeddings. - Zhiling Ye; Zhihong Zhang 001; Lu Bai 001; Guosheng Hu; Zheng-Jian Bai; Yiqun Hu; Edwin R. Hancock (ICPR, 2018)

The Framework of Design Knowledge Organization Based on Team Cognition. - Zheng Liu; Guosheng Hu; Yan Wang (ISCID (1), 2018)

Generalization Bounds for Coregularized Multiple Kernel Learning. - Xinxing Wu; Guosheng Hu (Comput. Intell. Neurosci., 2018)

Learning Symmetry Consistent Deep CNNs for Face Completion. - Xiaoming Li 002; Ming Liu 018; Jieru Zhu; Wangmeng Zuo; Meng Wang 001; Guosheng Hu; Lei Zhang 006 (CoRR, 2018)

Recovering variations in facial albedo from low resolution images. - Xu Chen 020; Zhihong Zhang 001; Beizhan Wang; Guosheng Hu; Edwin R. Hancock (Pattern Recognit., 2018)

Dictionary Integration Using 3D Morphable Face Models for Pose-Invariant Collaborative-Representation-Based Classification. - Xiaoning Song; Zhenhua Feng 001; Guosheng Hu; Josef Kittler; Xiao-Jun Wu 001 (IEEE Trans. Inf. Forensics Secur., 2018)

Frankenstein: Learning Deep Face Representations Using Small Data. - Guosheng Hu; Xiaojiang Peng; Yongxin Yang; Timothy M. Hospedales; Jakob Verbeek (IEEE Trans. Image Process., 2018)

Deep Metric Learning by Online Soft Mining and Class-Aware Attention. - Xinshao Wang; Yang Hua 001; Elyor Kodirov; Guosheng Hu; Neil Martin Robertson (AAAI, 2019)

Semantic Alignment: Finding Semantically Consistent Ground-Truth for Facial Landmark Detection. - Zhiwei Liu 004; Xiangyu Zhu 001; Guosheng Hu; Haiyun Guo; Ming Tang 001; Zhen Lei 001; Neil Martin Robertson; Jinqiao Wang (CVPR, 2019)

Led3D: A Lightweight and Efficient Deep Approach to Recognizing Low-Quality 3D Faces. - Guodong Mu; Di Huang 001; Guosheng Hu; Jia Sun; Yunhong Wang 001 (CVPR, 2019)

Ranked List Loss for Deep Metric Learning. - Xinshao Wang; Yang Hua 001; Elyor Kodirov; Guosheng Hu; Romain Garnier; Neil Martin Robertson (CVPR, 2019)

Learning Discriminative and Complementary Patches for Face Recognition. - Zhiwei Liu 004; Ming Tang 001; Guosheng Hu; Jinqiao Wang (FG, 2019)

Irrigation Prediction Model with BP Neural Network Improved by Genetic Algorithm in Orchards. - Jiaxing Xie; Guosheng Hu; Chuting Lin; Peng Gao; Daozong Sun; Xiuyun Xue; Xin Xu; Jianmei Liu; Huazhong Lu; Weixing Wang 002 (ICACI, 2019)

MetaMixUp: Learning Adaptive Interpolation Policy of MixUp with Meta-Learning. - Zhijun Mai; Guosheng Hu; Dexiong Chen; Fumin Shen; Heng Tao Shen (CoRR, 2019)

Colour face recognition using fuzzy quaternion-based discriminant analysis. - Shuzhe Bao; Xiaoning Song; Guosheng Hu; Xibei Yang; Chunli Wang (Int. J. Mach. Learn. Cybern., 2019)

Collaborative representation based face classification exploiting block weighted LBP and analysis dictionary learning. - Xiaoning Song; Youming Chen; Zhenhua Feng 001; Guosheng Hu; Tao Zhang 010; Xiao-Jun Wu 001 (Pattern Recognit., 2019)

Fast SRC using quadratic optimisation in downsized coefficient solution subspace. - Xiaoning Song; Guosheng Hu; Jian-Hao Luo; Zhenhua Feng 001; Dong-Jun Yu; Xiao-Jun Wu 001 (Signal Process., 2019)

Face Frontalization Using an Appearance-Flow-Based Convolutional Neural Network. - Zhihong Zhang 001; Xu Chen 020; Beizhan Wang; Guosheng Hu; Wangmeng Zuo; Edwin R. Hancock (IEEE Trans. Image Process., 2019)

Imbalance Robust Softmax for Deep Embeeding Learning. - Hao Zhu 010; Yang Yuan; Guosheng Hu; Xiang Wu; Neil Martin Robertson (ACCV (5), 2020)

Training Noise-Robust Deep Neural Networks via Meta-Learning. - Zhen Wang 033; Guosheng Hu; Qinghua Hu (CVPR, 2020)

Reducing Distributional Uncertainty by Mutual Information Maximisation and Transferable Feature Learning. - Jian Gao 018; Yang Hua 001; Guosheng Hu; Chi Wang; Neil Martin Robertson (ECCV (23), 2020)

Adversarial Robustness of Open-Set Recognition: Face Recognition and Person Re-identification. - Xiao Gong; Guosheng Hu; Timothy M. Hospedales; Yongxin Yang (ECCV Workshops (1), 2020)

Differentiable Automatic Data Augmentation. - Yonggang Li; Guosheng Hu; Yongtao Wang; Timothy M. Hospedales; Neil Martin Robertson; Yongxin Yang (ECCV (22), 2020)

Learning Flow-Based Feature Warping for Face Frontalization with Illumination Inconsistent Supervision. - Yuxiang Wei 001; Ming Liu 018; Haolin Wang; Ruifeng Zhu; Guosheng Hu; Wangmeng Zuo (ECCV (12), 2020)

Adaptive Variance Based Label Distribution Learning for Facial Age Estimation. - Xin Wen 005; Biying Li; Haiyun Guo; Zhiwei Liu 004; Guosheng Hu; Ming Tang 001; Jinqiao Wang (ECCV (23), 2020)

CRSSC: Salvage Reusable Samples from Noisy Data for Robust Learning. - Zeren Sun; Xian-Sheng Hua 001; Yazhou Yao; Xiu-Shen Wei; Guosheng Hu; Jian Zhang 002 (ACM Multimedia, 2020)

DADA: Differentiable Automatic Data Augmentation. - Yonggang Li; Guosheng Hu; Yongtao Wang; Timothy M. Hospedales; Neil Martin Robertson; Yongxing Yang (CoRR, 2020)

Salvage Reusable Samples from Noisy Data for Robust Learning. - Zeren Sun; Xian-Sheng Hua 001; Yazhou Yao; Xiu-Shen Wei; Guosheng Hu; Jian Zhang 002 (CoRR, 2020)

Exploring ubiquitous relations for boosting classification and localization. - Xin Sun 003; Changrui Chen; Junyu Dong; Dan Liu; Guosheng Hu (Knowl. Based Syst., 2020)

Attention-Based Two-Stream Convolutional Networks for Face Spoofing Detection. - Haonan Chen 003; Guosheng Hu; Zhen Lei 001; Yaowu Chen; Neil Martin Robertson; Stan Z. Li (IEEE Trans. Inf. Forensics Secur., 2020)

Learning Symmetry Consistent Deep CNNs for Face Completion. - Xiaoming Li 002; Guosheng Hu; Jieru Zhu; Wangmeng Zuo; Meng Wang 001; Lei Zhang 006 (IEEE Trans. Image Process., 2020)

MAMBA: Multi-level Aggregation via Memory Bank for Video Object Detection. - Guanxiong Sun; Yang Hua 001; Guosheng Hu; Neil Robertson 002 (AAAI, 2021)

OPANAS: One-Shot Path Aggregation Network Architecture Search for Object Detection. - Tingting Liang; Yongtao Wang; Zhi Tang 001; Guosheng Hu; Haibin Ling (CVPR, 2021)

Refining Single Low-Quality Facial Depth Map by Lightweight and Efficient Deep Model. - Guodong Mu; Di Huang 001; Weixin Li 001; Guosheng Hu; Yunhong Wang 001 (IJCB, 2021)

DPT: Deformable Patch-based Transformer for Visual Recognition. - Zhiyang Chen 002; Yousong Zhu; Chaoyang Zhao; Guosheng Hu; Wei Zeng 006; Jinqiao Wang; Ming Tang 001 (ACM Multimedia, 2021)

Semi-Supervised Face Frontalization in the Wild. - Zhihong Zhang 001; Ruiyang Liang; Xu Chen 020; Xuexin Xu; Guosheng Hu; Wangmeng Zuo; Edwin R. Hancock (IEEE Trans. Inf. Forensics Secur., 2021)

SP-GAN: Self-Growing and Pruning Generative Adversarial Networks. - Xiaoning Song; Yao Chen; Zhenhua Feng 001; Guosheng Hu; Dong-Jun Yu; Xiaojun Wu 001 (IEEE Trans. Neural Networks Learn. Syst., 2021)

Boosting Active Learning via Improving Test Performance. - Tianyang Wang; Xingjian Li 002; Pengkun Yang; Guosheng Hu; Xiangrui Zeng; Siyu Huang; Cheng-Zhong Xu 001; Min Xu 009 (AAAI, 2022)

Research on the Elderly User Assisted Experience Based on Digital Twin Remote Collaboration System. - Yi Zhao; Mengyuan Mao; Yu'ao Wang; Guosheng Hu (DSIE, 2022)

Efficient One-Stage Video Object Detection by Exploiting Temporal Consistency. - Guanxiong Sun; Yang Hua 001; Guosheng Hu; Neil Robertson 002 (ECCV (35), 2022)

TDViT: Temporal Dilated Video Transformer for Dense Video Tasks. - Guanxiong Sun; Yang Hua 001; Guosheng Hu; Neil Robertson 002 (ECCV (35), 2022)

RCANet: Row-Column Attention Network for Semantic Segmentation. - Bingxu Lu; Qinghua Hu; Yu Wang 106; Guosheng Hu (ICASSP, 2022)

Multi-Definition Video Deepfake Detection via Semantics Reduction and Cross-Domain Training. - Chutian Wang; Cairong Zhao; Guosheng Hu (ICME, 2022)

Conv-Adapter: Exploring Parameter Efficient Transfer Learning for ConvNets. - Hao Chen 102; Ran Tao 013; Han Zhang 048; Yidong Wang; Wei Ye 004; Jindong Wang 001; Guosheng Hu; Marios Savvides (CoRR, 2022)

Self-attention neural architecture search for semantic image segmentation. - Zhenkun Fan; Guosheng Hu; Xin Sun 003; Gaige Wang; Junyu Dong; Chi Su (Knowl. Based Syst., 2022)

MetaMixUp: Learning Adaptive Interpolation Policy of MixUp With Metalearning. - Zhijun Mai; Guosheng Hu; Dexiong Chen; Fumin Shen; Heng Tao Shen (IEEE Trans. Neural Networks Learn. Syst., 2022)

Cross-Modal Distillation for Speaker Recognition. - Yufeng Jin; Guosheng Hu; Haonan Chen 003; Duoqian Miao 001; Liang Hu 001; Cairong Zhao (AAAI, 2023)

SGLoc: Scene Geometry Encoding for Outdoor LiDAR Localization. - Wen Li 005; Shangshu Yu; Cheng Wang 003; Guosheng Hu; Siqi Shen; Chenglu Wen (CVPR, 2023)

Deep Perturbation Learning: Enhancing the Network Performance via Image Perturbations. - Zifan Song; Xiao Gong; Guosheng Hu; Cairong Zhao (ICML, 2023)

The duration threshold of video content observation: An experimental investigation of visual perception efficiency. - Jianping Song; TianRan Tang; Guosheng Hu (Comput. Sci. Inf. Syst., 2023)

ISTVT: Interpretable Spatial-Temporal Video Transformer for Deepfake Detection. - Cairong Zhao; Chutian Wang; Guosheng Hu; Haonan Chen 003; Chun Liu 003; Jinhui Tang 001 (IEEE Trans. Inf. Forensics Secur., 2023)

STCLoc: Deep LiDAR Localization With Spatio-Temporal Constraints. - Shangshu Yu; Cheng Wang 003; Yitai Lin; Chenglu Wen; Ming Cheng 002; Guosheng Hu (IEEE Trans. Intell. Transp. Syst., 2023)

Transmission Design for Active RIS-Aided Simultaneous Wireless Information and Power Transfer. - Hong Ren; Zhiwei Chen; Guosheng Hu; Zhangjie Peng; Cunhua Pan; Jiangzhou Wang (IEEE Wirel. Commun. Lett., 2023)

Discrepancy-Guided Domain-Adaptive Data Augmentation. - Jian Gao 018; Yang Hua 001; Guosheng Hu; Chi Wang; Neil M. Robertson (IEEE Trans. Neural Networks Learn. Syst., 2023)

Diverse Person: Customize Your Own Dataset for Text-Based Person Search. - Zifan Song; Guosheng Hu; Cairong Zhao (AAAI, 2024)

Gradient-Guided Modality Decoupling for Missing-Modality Robustness. - Hao Wang; Shengda Luo; Guosheng Hu; Jianguo Zhang (AAAI, 2024)

Neighborhood-Enhanced 3D Human Pose Estimation with Monocular LiDAR in Long-Range Outdoor Scenes. - Jingyi Zhang; Qihong Mao; Guosheng Hu; Siqi Shen; Cheng Wang 003 (AAAI, 2024)

Object Pose Estimation via the Aggregation of Diffusion Features. - Tianfu Wang 003; Guosheng Hu; Hongguang Wang (CVPR, 2024)

DiffLoc: Diffusion Model for Outdoor LiDAR Localization. - Wen Li 005; Yuyang Yang; Shangshu Yu; Guosheng Hu; Chenglu Wen; Ming Cheng 002; Cheng Wang 003 (CVPR, 2024)

Conv-Adapter: Exploring Parameter Efficient Transfer Learning for ConvNets. - Hao Chen 102; Ran Tao 013; Han Zhang 048; Yidong Wang; Xiang Li 106; Wei Ye 004; Jindong Wang 001; Guosheng Hu; Marios Savvides (CVPR Workshops, 2024)

Unsupervised Exposure Correction. - Ruodai Cui; Li Niu; Guosheng Hu (ECCV (6), 2024)

GPT4Battery: An LLM-driven Framework for Adaptive State of Health Estimation of Raw Li-ion Batteries. - Yuyuan Feng; Guosheng Hu; Zhihong Zhang 001 (CoRR, 2024)

Cap2Sum: Learning to Summarize Videos by Generating Captions. - Cairong Zhao; Chutian Wang; Zifan Song; Guosheng Hu; Haonan Chen 003; Xiaofan Zhai (CoRR, 2024)

Explainability of Speech Recognition Transformers via Gradient-Based Attention Visualization. - Tianli Sun; Haonan Chen 003; Guosheng Hu; Lianghua He; Cairong Zhao (IEEE Trans. Multim., 2024)

Learning Scene-Pedestrian Graph for End-to-End Person Search. - Zifan Song; Cairong Zhao; Guosheng Hu; Duoqian Miao 001 (IEEE Trans. Ind. Informatics, 2024)

Deep Metric Learning Based on Meta-Mining Strategy With Semiglobal Information. - Xi Jiang 001; Sheng Liu; Xili Dai; Guosheng Hu; Xingguo Huang; Yazhou Yao; Guo-Sen Xie; Ling Shao 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

NIDALoc: Neurobiologically Inspired Deep LiDAR Localization. - Shangshu Yu; Xiaotian Sun; Wen Li 005; Chenglu Wen; Yunuo Yang; Bailu Si; Guosheng Hu; Cheng Wang 003 (IEEE Trans. Intell. Transp. Syst., 2024)

Beyond the Answer: Advancing Multi-Hop QA with Fine-Grained Graph Reasoning and Evaluation. - Qichuan Liu; Chentao Zhang; Chenfeng Zheng; Guosheng Hu; Xiaodong Li; Zhihong Zhang (ACL (1), 2025)

Explainability-based knowledge distillation. - Tianli Sun; Haonan Chen 003; Guosheng Hu; Cairong Zhao (Pattern Recognit., 2025)

Multi-definition Deepfake detection via semantics reduction and cross-domain training. - Cairong Zhao; Chutian Wang; Zifan Song; Guosheng Hu; Liang Wang; Duoqian Miao 001 (Pattern Recognit., 2025)

Learning Label Perturbations. - Xiao Gong; Zifan Song; Guosheng Hu; Cairong Zhao (IEEE Signal Process. Lett., 2025)

Revisiting Large Language Model Pruning using Neuron Semantic Attribution. - Yizhuo Ding; Xinwei Sun 001; Yanwei Fu 001; Guosheng Hu (CoRR, 2025)

Towards Extreme Pruning of LLMs with Plug-and-Play Mixed Sparsity. - Chi Xu; Gefei Zhang; Yantong Zhu; Luca Benini; Guosheng Hu; Yawei Li 001; Zhihong Zhang (CoRR, 2025)

Cross-Modal Distillation For Widely Differing Modalities. - Cairong Zhao; Yufeng Jin; Zifan Song; Haonan Chen 003; Duoqian Miao 001; Guosheng Hu (CoRR, 2025)

A Comprehensive Evaluation on Quantization Techniques for Large Language Models. - Yutong Liu; Cairong Zhao; Guosheng Hu (CoRR, 2025)