Yang Liu

According to our database, Yang Liu authored at least 98 papers between 2007 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Evolving meta-correlation classes for binary similarity.

Valentina Franzoni, Giulio Biondi, Yang Liu, Alfredo Milani

Pattern Recognit., 2025

2024

MAD-Former: A Traceable Interpretability Model for Alzheimer's Disease Recognition Based on Multi-Patch Attention.

Jiayu Ye, An Zeng, Dan Pan, Yiqun Zhang, Jingliang Zhao, Qiuping Chen, Yang Liu

IEEE J. Biomed. Health Informatics, June, 2024

Commonality and Individuality-Based Subspace Learning.

Jinfu Ren, Yang Liu, Jiming Liu

IEEE Trans. Cybern., March, 2024

Mutually Adaptable Learning.

Qi Tan, Yang Liu, Jiming Liu

IEEE Trans. Emerg. Top. Comput. Intell., February, 2024

A Physics-Guided Attention-Based Neural Network for Sea Surface Temperature Prediction.

Benyun Shi, Liu Feng, Hailun He, Yingjian Hao, Yue Peng, Miao Liu, Yang Liu, Jiming Liu

IEEE Trans. Geosci. Remote. Sens., 2024

MAP the Blockchain World: A Trustless and Scalable Blockchain Interoperability Protocol for Cross-chain Applications.

Yinfeng Cao, Jiannong Cao, Dongbin Bai, Long Wen, Yang Liu, Ruidong Li

CoRR, 2024

Polarized message-passing in graph neural networks.

Tiantian He, Yang Liu, Yew-Soon Ong, Xiaohu Wu, Xin Luo

Artif. Intell., 2024

LLaCE: Locally Linear Contrastive Embedding.

Ruichen Liu, Yang Liu, Jiming Liu

Proceedings of the Companion Proceedings of the ACM on Web Conference 2024, 2024

2023

Machine Learning for Infectious Disease Risk Prediction: A Survey.

Mutong Liu, Yang Liu, Jiming Liu

CoRR, 2023

Decadal Temperature Prediction via Chaotic Behavior Tracking.

Jinfu Ren, Yang Liu, Jiming Liu

CoRR, 2023

Mining Effective Features Using Quantum Entropy for Humor Recognition.

Yang Liu, Yuexian Hou

CoRR, 2023

Anatomical-Aware Point-Voxel Network for Couinaud Segmentation in Liver CT.

Xukun Zhang, Yang Liu, Sharib Ali, Xiao Zhao, Mingyang Sun, Minghao Han, Tao Liu, Peng Zhai, Zhiming Cui, Peixuan Zhang, Xiaoying Wang, Lihua Zhang

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Epidemiology-aware Deep Learning for Infectious Disease Dynamics Prediction.

Mutong Liu, Yang Liu, Jiming Liu

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2021

Demystifying Deep Learning in Predictive Spatiotemporal Analytics: An Information-Theoretic Framework.

Qi Tan, Yang Liu, Jiming Liu

IEEE Trans. Neural Networks Learn. Syst., 2021

A comprehensive analysis of classification methods in gastrointestinal endoscopy imaging.

Debesh Jha, Sharib Ali, Steven Alexander Hicks, Vajira Thambawita, Hanna Borgli, Pia H. Smedsrud, Thomas de Lange, Konstantin Pogorelov, Xiaowei Wang, Philipp Harzig, Minh-Triet Tran, Wenhua Meng, Trung-Hieu Hoang, Danielle Dias, Tobey H. Ko, Taruna Agrawal, Olga Ostroukhova, Zeshan Khan, Muhammad Atif Tahir, Yang Liu, Yuan Chang, Mathias Kirkerød, Dag Johansen, Mathias Lux, Håvard D. Johansen, Michael A. Riegler, Pål Halvorsen

Medical Image Anal., 2021

Heterogeneous neural metric learning for spatio-temporal modeling of infectious diseases with incomplete data.

Qi Tan, Yang Liu, Jiming Liu, Benyun Shi, Shang Xia, Xiao-Nong Zhou

Neurocomputing, 2021

2020

Identifying Key Opinion Leaders in Social Media via Modality-Consistent Harmonized Discriminant Embedding.

Yang Liu, Zhonglei Gu, Tobey H. Ko, Jiming Liu

IEEE Trans. Cybern., 2020

Contextual Correlation Preserving Multiview Featured Graph Clustering.

Tiantian He, Yang Liu, Tobey H. Ko, Keith C. C. Chan, Yew-Soon Ong

IEEE Trans. Cybern., 2020

Motif-aware diffusion network inference.

Qi Tan, Yang Liu, Jiming Liu

Int. J. Data Sci. Anal., 2020

Multiscale Reduced-Order Modeling of a Titanium Skin Panel Subjected to Thermo-Mechanical Loading.

Xiang Zhang, Yang Liu, Caglar Oskay

CoRR, 2020

Demystifying Deep Learning in Predictive Spatio-Temporal Analytics: An Information-Theoretic Framework.

Qi Tan, Yang Liu, Jiming Liu

CoRR, 2020

Mesoscale Anisotropically-Connected Learning.

Qi Tan, Yang Liu, Jiming Liu

Proceedings of the Foundations of Intelligent Systems - 25th International Symposium, 2020

Metric-Guided Multi-task Learning.

Jinfu Ren, Yang Liu, Jiming Liu

Proceedings of the Foundations of Intelligent Systems - 25th International Symposium, 2020

2019

Data Management in Supply Chain Using Blockchain: Challenges and a Case Study.

Hanqing Wu, Jiannong Cao, Yanni Yang, Cheung Leong Tung, Shan Jiang, Bin Tang, Yang Liu, Xiaoqing Wang, Yuming Deng

Proceedings of the 28th International Conference on Computer Communication and Networks, 2019

Privacy-Preserving and Efficient Multi-Keyword Search over Encrypted Data on Blockchain.

Shan Jiang, Jiannong Cao, Julie A. McCann, Yanni Yang, Yang Liu, Xiaoqing Wang, Yuming Deng

Proceedings of the IEEE International Conference on Blockchain, 2019

EWGAN: Entropy-Based Wasserstein GAN for Imbalanced Learning.

Jinfu Ren, Yang Liu, Jiming Liu

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

Dimensionality Reduction in Multiple Ordinal Regression.

Jiabei Zeng, Yang Liu, Biao Leng, Zhang Xiong, Yiu-ming Cheung

IEEE Trans. Neural Networks Learn. Syst., 2018

Multi-Modal Media Retrieval via Distance Metric Learning for Potential Customer Discovery.

Yang Liu, Zhonglei Gu, Tobey H. Ko, Jiming Liu

Proceedings of the 2018 IEEE/WIC/ACM International Conference on Web Intelligence, 2018

Who is the Mr. Right for Your Brand?: - Discovering Brand Key Assets via Multi-modal Asset-aware Projection.

Yang Liu, Tobey H. Ko, Zhonglei Gu

Proceedings of the 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, 2018

Learning Perceptual Embeddings with Two Related Tasks for Joint Predictions of Media Interestingness and Emotions.

Yang Liu, Zhonglei Gu, Tobey H. Ko, Kien A. Hua

Proceedings of the 2018 ACM on International Conference on Multimedia Retrieval, 2018

Analyzing Human Behavior in Subspace: Dimensionality Reduction + Classification.

Yang Liu, Zhonglei Gu, Tobey H. Ko

Proceedings of the Working Notes Proceedings of the MediaEval 2018 Workshop, 2018

Learning Memorability Preserving Subspace for Predicting Media Memorability.

Yang Liu, Zhonglei Gu, Tobey H. Ko

Proceedings of the Working Notes Proceedings of the MediaEval 2018 Workshop, 2018

Weighted Discriminant Embedding: Discriminant Subspace Learning for Imbalanced Medical Data Classification.

Tobey H. Ko, Zhonglei Gu, Yang Liu

Proceedings of the Working Notes Proceedings of the MediaEval 2018 Workshop, 2018

Towards Learning Emotional Subspace.

Tobey H. Ko, Zhonglei Gu, Tiantian He, Yang Liu

Proceedings of the Working Notes Proceedings of the MediaEval 2018 Workshop, 2018

Sparse Multi-label Bilinear Embedding on Stiefel Manifolds.

Yang Liu, Guohua Dong, Zhonglei Gu

Proceedings of the Foundations of Intelligent Systems - 24th International Symposium, 2018

Joint Learning of Phenotypes and Diagnosis-Medication Correspondence via Hidden Interaction Tensor Factorization.

Kejing Yin, William K. Cheung, Yang Liu, Benjamin C. M. Fung, Jonathan Poon

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Multi-scale and Discriminative Part Detectors Based Features for Multi-label Image Classification.

Gong Cheng, Decheng Gao, Yang Liu, Junwei Han

Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Public Health Surveillance with Incomplete Data - Spatio-Temporal Imputation for Inferring Infectious Disease Dynamics.

Qi Tan, Jiming Liu, Benyun Shi, Yang Liu, Xiao-Nong Zhou

Proceedings of the IEEE International Conference on Healthcare Informatics, 2018

Bayesian Network Structure Learning: The Two-Step Clustering-Based Algorithm.

Yikun Zhang, Jiming Liu, Yang Liu

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

Learning Bayesian Network Structure by Self-Generating Prior Information: The Two-Step Clustering-Based Strategy.

Yikun Zhang, Yang Liu, Jiming Liu

Proceedings of the Workshops of the The Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Implicit Visual Learning: Image Recognition via Dissipative Learning Model.

Yan Liu, Yang Liu, Sheng-hua Zhong, Songtao Wu

ACM Trans. Intell. Syst. Technol., 2017

Joint sparse principal component analysis.

Shuangyan Yi, Zhihui Lai, Zhenyu He, Yiu-ming Cheung, Yang Liu

Pattern Recognit., 2017

CNN based music emotion classification.

Xin Liu, Qingcai Chen, Xiangping Wu, Yan Liu, Yang Liu

CoRR, 2017

Brand key asset discovery via cluster-wise biased discriminant projection.

Yang Liu, Zhonglei Gu, Tobey H. Ko, Jiming Liu

Proceedings of the International Conference on Web Intelligence, 2017

Multi-view Manifold Learning for Media Interestingness Prediction.

Yang Liu, Zhonglei Gu, Yiu-ming Cheung, Kien A. Hua

Proceedings of the 2017 ACM on International Conference on Multimedia Retrieval, 2017

HKBU at MediaEval 2017 - Emotional Impact of Movies Task.

Yang Liu, Zhonglei Gu, Tobey H. Ko

Proceedings of the Working Notes Proceedings of the MediaEval 2017 Workshop co-located with the Conference and Labs of the Evaluation Forum (CLEF 2017), 2017

Predicting Media Interestingness via Biased Discriminant Embedding and Supervised Manifold Regression.

Yang Liu, Zhonglei Gu, Tobey H. Ko

Proceedings of the Working Notes Proceedings of the MediaEval 2017 Workshop co-located with the Conference and Labs of the Evaluation Forum (CLEF 2017), 2017

HKBU at MediaEval 2017 - Medico: Medical Multimedia Task.

Yang Liu, Zhonglei Gu, William K. Cheung

Proceedings of the Working Notes Proceedings of the MediaEval 2017 Workshop co-located with the Conference and Labs of the Evaluation Forum (CLEF 2017), 2017

Learning Music Emotions via Quantum Convolutional Neural Network.

Gong Chen, Yan Liu, Jiannong Cao, Sheng-hua Zhong, Yang Liu, Yuexian Hou, Peng Zhang

Proceedings of the Brain Informatics - International Conference, 2017

2016

Perception-oriented video saliency detection via spatio-temporal attention analysis.

Sheng-hua Zhong, Yan Liu, To-Yee Ng, Yang Liu

Neurocomputing, 2016

Locally learning heterogeneous manifolds for phonetic classification.

Heyun Huang, Yang Liu, Louis ten Bosch, Bert Cranen, Lou Boves

Comput. Speech Lang., 2016

Learning Music Emotion Primitives via Supervised Dynamic Clustering.

Yang Liu, Yan Liu, Xiang Zhang, Gong Chen, Kejun Zhang

Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Mining Emotional Features of Movies.

Yang Liu, Zhonglei Gu, Yu Zhang, Yan Liu

Proceedings of the Working Notes Proceedings of the MediaEval 2016 Workshop, 2016

Supervised Manifold Learning for Media Interestingness Prediction.

Yang Liu, Zhonglei Gu, Yiu-ming Cheung

Proceedings of the Working Notes Proceedings of the MediaEval 2016 Workshop, 2016

Quality preserved data summarization for fast hierarchical clustering.

Yiqun Zhang, Yiu-ming Cheung, Yang Liu

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Scalable Group Audio-Based Authentication Scheme for IoT Devices.

Zhonglei Gu, Yang Liu

Proceedings of the 12th International Conference on Computational Intelligence and Security, 2016

2015

What Strikes the Strings of Your Heart?-Multi-Label Dimensionality Reduction for Music Emotion Analysis via Brain Imaging.

Yang Liu, Yan Liu, Chaoguang Wang, Xiaohong Wang, Pei-Yuan Zhou, Gino Yu, Keith C. C. Chan

IEEE Trans. Auton. Ment. Dev., 2015

What Strikes the Strings of Your Heart? - Feature Mining for Music Emotion Analysis.

Yang Liu, Yan Liu, Yu Zhao, Kien A. Hua

IEEE Trans. Affect. Comput., 2015

Depth-aware salient object detection using anisotropic center-surround difference.

Ran Ju, Yang Liu, Tongwei Ren, Ling Ge, Gangshan Wu

Signal Process. Image Commun., 2015

Query-oriented unsupervised multi-document summarization via deep learning model.

Sheng-hua Zhong, Yang Liu, Bin Li, Jing Long

Expert Syst. Appl., 2015

Face recognition from a single registered image for conference socializing.

Yu Zhao, Yan Liu, Yang Liu, Sheng-hua Zhong, Kien A. Hua

Expert Syst. Appl., 2015

Affective Feature Extraction for Music Emotion Prediction.

Yang Liu, Yan Liu, Zhonglei Gu

Proceedings of the Working Notes Proceedings of the MediaEval 2015 Workshop, 2015

What makes the stego image undetectable?

Songtao Wu, Yan Liu, Sheng-hua Zhong, Yang Liu

Proceedings of the 7th International Conference on Internet Multimedia Computing and Service, 2015

2014

Hybrid Manifold Embedding.

Yang Liu, Yan Liu, Keith C. C. Chan, Kien A. Hua

IEEE Trans. Neural Networks Learn. Syst., 2014

Region level annotation by fuzzy based contextual cueing label propagation.

Sheng-hua Zhong, Yan Liu, Yang Liu, Fu-Lai Chung

Multim. Tools Appl., 2014

What Strikes the Strings of Your Heart?: Multi-Label Dimensionality Reduction for Music Emotion Analysis.

Yang Liu, Yan Liu, Yu Zhao, Kien A. Hua

Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

2013

Water Reflection Recognition Based on Motion Blur Invariant Moments in Curvelet Space.

Sheng-hua Zhong, Yan Liu, Yang Liu, Changsheng Li

IEEE Trans. Image Process., 2013

Corrigendum to cross-domain video concept detection: A joint discriminative and generative active learning approach [Expert Systems with Applications 39 (15) (2012) 12220-12228].

Huan Li, Yuan Shi, Yang Liu, Alexander G. Hauptmann, Zhang Xiong

Expert Syst. Appl., 2013

Detecting and understanding genetic and structural features in HIV-1 B subtype V3 underlying HIV-1 co-receptor usage.

Mengjie Chen, Valentina Svicher, Anna Artese, Giosuè Costa, Claudia Alteri, Francesco Ortuso, Lucia Parrotta, Yang Liu, Chang Liu, Carlo-Federico Perno, Stefano Alcaro, Jing Zhang

Bioinform., 2013

2012

Inferring consistent functional interaction patterns from natural stimulus FMRI data.

Jiehuan Sun, Xintao Hu, Xiu Huang, Yang Liu, Kaiming Li, Xiang Li, Junwei Han, Lei Guo, Tianming Liu, Jing Zhang

NeuroImage, 2012

Tensor distance based multilinear globality preserving embedding: A unified tensor based dimensionality reduction framework for image and video classification.

Yang Liu, Yan Liu, Sheng-hua Zhong, Keith C. C. Chan

Expert Syst. Appl., 2012

Cross-domain video concept detection: A joint discriminative and generative active learning approach.

Huan Li, Yuan Shi, Yang Liu, Alexander G. Hauptmann, Zhang Xiong

Expert Syst. Appl., 2012

Neighborhood preserving ordinal regression.

Yang Liu, Yan Liu, Keith C. C. Chan, Jing Zhang

Proceedings of the 4th International Conference on Internet Multimedia Computing and Service, 2012

Knowledge-based Quadratic Discriminant Analysis for phonetic classification.

Heyun Huang, Yang Liu, Louis ten Bosch, Bert Cranen, Lou Boves

Proceedings of the 2012 IEEE International Conference on Acoustics, 2012

Smarter wheelchairs who can talk to each other: An integrated and collaborative approach.

Junjun Kong, Jiannong Cao, Yang Liu, Yao Guo, Weizhong Shao

Proceedings of the IEEE 14th International Conference on e-Health Networking, 2012

2011

Tensor-based locally maximum margin classifier for image and video classification.

Yang Liu, Yan Liu, Keith C. C. Chan

Comput. Vis. Image Underst., 2011

Dual-Mote: A Sensor Network testbed for high rate sensing-transmission and runtime evaluation.

Hejun Wu, Jiannong Cao, Xuefeng Liu, Yang Liu

Proceedings of the 2011 IEEE Wireless Communications and Networking Conference, 2011

Bilinear deep learning for image classification.

Sheng-hua Zhong, Yan Liu, Yang Liu

Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Semi-supervised manifold ordinal regression for image ranking.

Yang Liu, Yan Liu, Sheng-hua Zhong, Keith C. C. Chan

Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

Globality-Locality Consistent Discriminant Analysis for Phone Classification.

Heyun Huang, Yang Liu, Jort F. Gemmeke, Louis ten Bosch, Bert Cranen, Lou Boves

Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011

Investigation of supervised dimensionality reduction methods for phonetic classification.

Heyun Huang, Yang Liu, Lou Boves

Proceedings of the ICIMCS 2011, 2011

A ubiquitous wireless video surveillance system based on pub/sub.

Jiannong Cao, Xuefeng Liu, Steven Lai, Yang Zou, Jun Zhang, Yang Liu, Chisheng Zhang

Proceedings of the UbiComp 2011: Ubiquitous Computing, 13th International Conference, 2011

Ordinal Regression via Manifold Learning.

Yang Liu, Yan Liu, Keith C. C. Chan

Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

2010

Tensor Distance Based Multilinear Locality-Preserved Maximum Information Embedding.

Yang Liu, Yan Liu, Keith C. C. Chan

IEEE Trans. Neural Networks, 2010

Nonlinear dimensionality reduction with hybrid distance for trajectory representation of dynamic texture.

Yang Liu, Yan Liu, Keith C. C. Chan

Signal Process., 2010

Unsupervised summarization of rushes videos.

Yang Liu, Feng Zhou, Wei Liu, Fernando De la Torre, Yan Liu

Proceedings of the 18th International Conference on Multimedia 2010, 2010

Supervised manifold learning for image and video classification.

Yang Liu, Yan Liu, Keith C. C. Chan

Proceedings of the 18th International Conference on Multimedia 2010, 2010

A semantic no-reference image sharpness metric based on top-down and bottom-up saliency map modeling.

Sheng-hua Zhong, Yan Liu, Yang Liu, Fu-Lai Chung

Proceedings of the International Conference on Image Processing, 2010

Fuzzy based contextual cueing for region level annotation.

Sheng-hua Zhong, Yan Liu, Yang Liu, Fu-Lai Chung

Proceedings of the Second International Conference on Internet Multimedia Computing and Service, 2010

Multilinear Maximum Distance Embedding Via L1-Norm Optimization.

Yang Liu, Yan Liu, Keith C. C. Chan

Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009

Dimensionality reduction for heterogeneous dataset in rushes editing.

Yang Liu, Yan Liu, Keith C. C. Chan

Pattern Recognit., 2009

Tensor distance based multilinear multidimensional scaling for image and video analysis.

Yang Liu, Yan Liu

Proceedings of the 17th International Conference on Multimedia 2009, 2009

Bidirectional visible neighborhood preserving embedding.

Yang Liu, Yan Liu, Keith C. C. Chan

Proceedings of the First International Conference on Internet Multimedia Computing and Service, 2009

Multilinear Isometric Embedding for visual pattern analysis.

Yan Liu, Yang Liu, Keith C. C. Chan

Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

2008

Dimensionality Reduction for Descriptor Generation in Rushes Editing.

Yang Liu, Yan Liu, Keith C. C. Chan

Proceedings of the 2th IEEE International Conference on Semantic Computing (ICSC 2008), 2008

Rushes video summarization using audio-visual information and sequence alignment.

Yang Liu, Yan Liu, Tongwei Ren, Keith C. C. Chan

Proceedings of the 2nd ACM Workshop on Video Summarization, 2008

Multiple video trajectories representation using double-layer isometric feature mapping.

Yang Liu, Yan Liu, Keith C. C. Chan

Proceedings of the 2008 IEEE International Conference on Multimedia and Expo, 2008

2007

The Hong Kong Polytechnic University at TRECVID 2007 BBC rushes summarization.

Yang Liu, Yan Liu, Yan Zhang

Proceedings of the 1st ACM Workshop on Video Summarization, 2007