Yang Liu

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 45

Top Topics

Discriminant Embedding

Dimensionality Reduction

Sparse Principal Component Analysis

Infectious Disease

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Publications

Jinfu Ren, Yang Liu, Jiming Liu
Commonality and Individuality-Based Subspace Learning. IEEE Trans. Cybern. 54 (3) (2024)
Qi Tan, Yang Liu, Jiming Liu
Mutually Adaptable Learning. IEEE Trans. Emerg. Top. Comput. Intell. 8 (1) (2024)
Tiantian He, Yang Liu, Yew-Soon Ong, Xiaohu Wu, Xin Luo
Polarized message-passing in graph neural networks. Artif. Intell. 331 (2024)
Jiayu Ye, An Zeng, Dan Pan, Yiqun Zhang, Jingliang Zhao, Qiuping Chen, Yang Liu
MAD-Former: A Traceable Interpretability Model for Alzheimer's Disease Recognition Based on Multi-Patch Attention. IEEE J. Biomed. Health Informatics 28 (6) (2024)
Yang Liu, Yuexian Hou
Mining Effective Features Using Quantum Entropy for Humor Recognition. CoRR (2023)
Mutong Liu, Yang Liu, Jiming Liu
Epidemiology-aware Deep Learning for Infectious Disease Dynamics Prediction. CIKM (2023)
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
A comprehensive analysis of classification methods in gastrointestinal endoscopy imaging. Medical Image Anal. 70 (2021)
Qi Tan, Yang Liu, Jiming Liu
Demystifying Deep Learning in Predictive Spatiotemporal Analytics: An Information-Theoretic Framework. IEEE Trans. Neural Networks Learn. Syst. 32 (8) (2021)
Yang Liu, Zhonglei Gu, Tobey H. Ko, Jiming Liu
Identifying Key Opinion Leaders in Social Media via Modality-Consistent Harmonized Discriminant Embedding. IEEE Trans. Cybern. 50 (2) (2020)
Jinfu Ren, Yang Liu, Jiming Liu
Metric-Guided Multi-task Learning. ISMIS (2020)
Qi Tan, Yang Liu, Jiming Liu
Mesoscale Anisotropically-Connected Learning. ISMIS (2020)
Xiang Zhang, Yang Liu, Caglar Oskay
Multiscale Reduced-Order Modeling of a Titanium Skin Panel Subjected to Thermo-Mechanical Loading. CoRR (2020)
Qi Tan, Yang Liu, Jiming Liu
Demystifying Deep Learning in Predictive Spatio-Temporal Analytics: An Information-Theoretic Framework. CoRR (2020)
Tiantian He, Yang Liu, Tobey H. Ko, Keith C. C. Chan, Yew-Soon Ong
Contextual Correlation Preserving Multiview Featured Graph Clustering. IEEE Trans. Cybern. 50 (10) (2020)
Jinfu Ren, Yang Liu, Jiming Liu
EWGAN: Entropy-Based Wasserstein GAN for Imbalanced Learning. AAAI (2019)
Yang Liu, Guohua Dong, Zhonglei Gu
Sparse Multi-label Bilinear Embedding on Stiefel Manifolds. ISMIS (2018)
Yikun Zhang, Jiming Liu, Yang Liu
Bayesian Network Structure Learning: The Two-Step Clustering-Based Algorithm. AAAI (2018)
Tobey H. Ko, Zhonglei Gu, Yang Liu
Weighted Discriminant Embedding: Discriminant Subspace Learning for Imbalanced Medical Data Classification. MediaEval (2018)
Yang Liu, Zhonglei Gu, Tobey H. Ko
Analyzing Human Behavior in Subspace: Dimensionality Reduction + Classification. MediaEval (2018)
Yang Liu, Tobey H. Ko, Zhonglei Gu
Who is the Mr. Right for Your Brand?: - Discovering Brand Key Assets via Multi-modal Asset-aware Projection. SIGIR (2018)
Yang Liu, Zhonglei Gu, Tobey H. Ko
Learning Memorability Preserving Subspace for Predicting Media Memorability. MediaEval (2018)
Yang Liu, Zhonglei Gu, Tobey H. Ko, Jiming Liu
Multi-Modal Media Retrieval via Distance Metric Learning for Potential Customer Discovery. WI (2018)
Tobey H. Ko, Zhonglei Gu, Tiantian He, Yang Liu
Towards Learning Emotional Subspace. MediaEval (2018)
Qi Tan, Jiming Liu, Benyun Shi, Yang Liu, Xiao-Nong Zhou
Public Health Surveillance with Incomplete Data - Spatio-Temporal Imputation for Inferring Infectious Disease Dynamics. ICHI (2018)
Kejing Yin, William K. Cheung, Yang Liu, Benjamin C. M. Fung, Jonathan Poon
Joint Learning of Phenotypes and Diagnosis-Medication Correspondence via Hidden Interaction Tensor Factorization. IJCAI (2018)
Yang Liu, Zhonglei Gu, Tobey H. Ko, Kien A. Hua
Learning Perceptual Embeddings with Two Related Tasks for Joint Predictions of Media Interestingness and Emotions. ICMR (2018)
Qi Tan, Yang Liu, Jiming Liu
Motif-Aware Diffusion Network Inference. PAKDD (3) (2018)
Jiabei Zeng, Yang Liu, Biao Leng, Zhang Xiong, Yiu-ming Cheung
Dimensionality Reduction in Multiple Ordinal Regression. IEEE Trans. Neural Networks Learn. Syst. 29 (9) (2018)
Yikun Zhang, Yang Liu, Jiming Liu
Learning Bayesian Network Structure by Self-Generating Prior Information: The Two-Step Clustering-Based Strategy. AAAI Workshops (2018)
Shuangyan Yi, Zhihui Lai, Zhenyu He, Yiu-ming Cheung, Yang Liu
Joint sparse principal component analysis. Pattern Recognit. 61 (2017)
Yan Liu, Yang Liu, Sheng-hua Zhong, Songtao Wu
Implicit Visual Learning: Image Recognition via Dissipative Learning Model. ACM Trans. Intell. Syst. Technol. 8 (2) (2017)
Yang Liu, Zhonglei Gu, Tobey H. Ko
HKBU at MediaEval 2017 - Emotional Impact of Movies Task. MediaEval (2017)
Yang Liu, Zhonglei Gu, Tobey H. Ko
Predicting Media Interestingness via Biased Discriminant Embedding and Supervised Manifold Regression. MediaEval (2017)
Yang Liu, Zhonglei Gu, William K. Cheung
HKBU at MediaEval 2017 - Medico: Medical Multimedia Task. MediaEval (2017)
Yang Liu, Zhonglei Gu, Tobey H. Ko, Jiming Liu
Brand key asset discovery via cluster-wise biased discriminant projection. WI (2017)
Xin Liu, Qingcai Chen, Xiangping Wu, Yan Liu, Yang Liu
CNN based music emotion classification. CoRR (2017)
Yang Liu, Zhonglei Gu, Yiu-ming Cheung, Kien A. Hua
Multi-view Manifold Learning for Media Interestingness Prediction. ICMR (2017)
Gong Chen, Yan Liu, Jiannong Cao, Sheng-hua Zhong, Yang Liu, Yuexian Hou, Peng Zhang
Learning Music Emotions via Quantum Convolutional Neural Network. BI (2017)
Yang Liu, Zhonglei Gu, Yiu-ming Cheung
Supervised Manifold Learning for Media Interestingness Prediction. MediaEval (2016)
Yang Liu, Yan Liu, Xiang Zhang, Gong Chen, Kejun Zhang
Learning Music Emotion Primitives via Supervised Dynamic Clustering. ACM Multimedia (2016)
Yiqun Zhang, Yiu-ming Cheung, Yang Liu
Quality preserved data summarization for fast hierarchical clustering. IJCNN (2016)
Heyun Huang, Yang Liu, Louis ten Bosch, Bert Cranen, Lou Boves
Locally learning heterogeneous manifolds for phonetic classification. Comput. Speech Lang. 38 (2016)
Zhonglei Gu, Yang Liu
Scalable Group Audio-Based Authentication Scheme for IoT Devices. CIS (2016)
Yang Liu, Zhonglei Gu, Yu Zhang, Yan Liu
Mining Emotional Features of Movies. MediaEval (2016)
Sheng-hua Zhong, Yan Liu, To-Yee Ng, Yang Liu
Perception-oriented video saliency detection via spatio-temporal attention analysis. Neurocomputing 207 (2016)
Songtao Wu, Yan Liu, Sheng-hua Zhong, Yang Liu
What makes the stego image undetectable? ICIMCS (2015)
Yang Liu, Yan Liu, Chaoguang Wang, Xiaohong Wang, Pei-Yuan Zhou, Gino Yu, Keith C. C. Chan
What Strikes the Strings of Your Heart?-Multi-Label Dimensionality Reduction for Music Emotion Analysis via Brain Imaging. IEEE Trans. Auton. Ment. Dev. 7 (3) (2015)
Yu Zhao, Yan Liu, Yang Liu, Sheng-hua Zhong, Kien A. Hua
Face recognition from a single registered image for conference socializing. Expert Syst. Appl. 42 (3) (2015)
Yang Liu, Yan Liu, Zhonglei Gu
Affective Feature Extraction for Music Emotion Prediction. MediaEval (2015)
Yang Liu, Yan Liu, Yu Zhao, Kien A. Hua
What Strikes the Strings of Your Heart? - Feature Mining for Music Emotion Analysis. IEEE Trans. Affect. Comput. 6 (3) (2015)
Sheng-hua Zhong, Yang Liu, Bin Li, Jing Long
Query-oriented unsupervised multi-document summarization via deep learning model. Expert Syst. Appl. 42 (21) (2015)
Sheng-hua Zhong, Yan Liu, Yang Liu, Fu-Lai Chung
Region level annotation by fuzzy based contextual cueing label propagation. Multim. Tools Appl. 70 (2) (2014)
Yang Liu, Yan Liu, Keith C. C. Chan, Kien A. Hua
Hybrid Manifold Embedding. IEEE Trans. Neural Networks Learn. Syst. 25 (12) (2014)
Yang Liu, Yan Liu, Yu Zhao, Kien A. Hua
What Strikes the Strings of Your Heart?: Multi-Label Dimensionality Reduction for Music Emotion Analysis. ACM Multimedia (2014)
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
Detecting and understanding genetic and structural features in HIV-1 B subtype V3 underlying HIV-1 co-receptor usage. Bioinform. 29 (4) (2013)
Huan Li, Yuan Shi, Yang Liu, Alexander G. Hauptmann, Zhang Xiong
Corrigendum to cross-domain video concept detection: A joint discriminative and generative active learning approach [Expert Systems with Applications 39 (15) (2012) 12220-12228]. Expert Syst. Appl. 40 (16) (2013)
Sheng-hua Zhong, Yan Liu, Yang Liu, Changsheng Li
Water Reflection Recognition Based on Motion Blur Invariant Moments in Curvelet Space. IEEE Trans. Image Process. 22 (11) (2013)
Heyun Huang, Yang Liu, Louis ten Bosch, Bert Cranen, Lou Boves
Knowledge-based Quadratic Discriminant Analysis for phonetic classification. ICASSP (2012)
Jiehuan Sun, Xintao Hu, Xiu Huang, Yang Liu, Kaiming Li, Xiang Li, Junwei Han, Lei Guo, Tianming Liu, Jing Zhang
Inferring consistent functional interaction patterns from natural stimulus FMRI data. NeuroImage 61 (4) (2012)
Huan Li, Yuan Shi, Yang Liu, Alexander G. Hauptmann, Zhang Xiong
Cross-domain video concept detection: A joint discriminative and generative active learning approach. Expert Syst. Appl. 39 (15) (2012)
Yang Liu, Yan Liu, Keith C. C. Chan, Jing Zhang
Neighborhood preserving ordinal regression. ICIMCS (2012)
Yang Liu, Yan Liu, Sheng-hua Zhong, Keith C. C. Chan
Tensor distance based multilinear globality preserving embedding: A unified tensor based dimensionality reduction framework for image and video classification. Expert Syst. Appl. 39 (12) (2012)
Sheng-hua Zhong, Yan Liu, Yang Liu
Bilinear deep learning for image classification. ACM Multimedia (2011)
Yang Liu, Yan Liu, Keith C. C. Chan
Tensor-based locally maximum margin classifier for image and video classification. Comput. Vis. Image Underst. 115 (3) (2011)
Heyun Huang, Yang Liu, Lou Boves
Investigation of supervised dimensionality reduction methods for phonetic classification. ICIMCS (2011)
Yang Liu, Yan Liu, Sheng-hua Zhong, Keith C. C. Chan
Semi-supervised manifold ordinal regression for image ranking. ACM Multimedia (2011)
Yang Liu, Yan Liu, Keith C. C. Chan
Ordinal Regression via Manifold Learning. AAAI (2011)
Heyun Huang, Yang Liu, Jort F. Gemmeke, Louis ten Bosch, Bert Cranen, Lou Boves
Globality-Locality Consistent Discriminant Analysis for Phone Classification. INTERSPEECH (2011)
Sheng-hua Zhong, Yan Liu, Yang Liu
Bilinear deep learning for image classification. ACM Multimedia (2011)
Yang Liu, Yan Liu, Keith C. C. Chan
Supervised manifold learning for image and video classification. ACM Multimedia (2010)
Sheng-hua Zhong, Yan Liu, Yang Liu, Fu-Lai Chung
Fuzzy based contextual cueing for region level annotation. ICIMCS (2010)
Sheng-hua Zhong, Yan Liu, Yang Liu, Fu-Lai Chung
A semantic no-reference image sharpness metric based on top-down and bottom-up saliency map modeling. ICIP (2010)
Yang Liu, Yan Liu, Keith C. C. Chan
Tensor Distance Based Multilinear Locality-Preserved Maximum Information Embedding. IEEE Trans. Neural Networks 21 (11) (2010)
Yang Liu, Feng Zhou, Wei Liu, Fernando De la Torre, Yan Liu
Unsupervised summarization of rushes videos. ACM Multimedia (2010)
Yang Liu, Yan Liu, Keith C. C. Chan
Nonlinear dimensionality reduction with hybrid distance for trajectory representation of dynamic texture. Signal Process. 90 (8) (2010)
Yang Liu, Yan Liu, Keith C. C. Chan
Multilinear Maximum Distance Embedding Via L1-Norm Optimization. AAAI (2010)
Yang Liu, Yan Liu, Keith C. C. Chan
Dimensionality reduction for heterogeneous dataset in rushes editing. Pattern Recognit. 42 (2) (2009)
Yan Liu, Yang Liu, Keith C. C. Chan
Multilinear Isometric Embedding for visual pattern analysis. ICCV Workshops (2009)
Yang Liu, Yan Liu
Tensor distance based multilinear multidimensional scaling for image and video analysis. ACM Multimedia (2009)
Yang Liu, Yan Liu, Keith C. C. Chan
Bidirectional visible neighborhood preserving embedding. ICIMCS (2009)
Yang Liu, Yan Liu, Tongwei Ren, Keith C. C. Chan
Rushes video summarization using audio-visual information and sequence alignment. TVS (2008)
Yang Liu, Yan Liu, Keith C. C. Chan
Multiple video trajectories representation using double-layer isometric feature mapping. ICME (2008)
Yang Liu, Yan Liu, Keith C. C. Chan
Dimensionality Reduction for Descriptor Generation in Rushes Editing. ICSC (2008)
Yang Liu, Yan Liu, Yan Zhang
The Hong Kong Polytechnic University at TRECVID 2007 BBC rushes summarization. TVS (2007)