Yang Liu - RankMe

114 papers A* 17A 4B 8C 5Misc 2Journal 51Unranked 27

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Empowering Epidemic Response: The Role of Reinforcement Learning in Infectious Disease Control. CoRR Mutong Liu, Yang Liu, Jiming Liu
2026	A*	`conf`	PH-EMO: Decoding Emotions from the Brain Inward - EEG-Grounded Multimodal Reasoning with LLMs. WWW Kehong Liu, Yang Liu, Jiming Liu
2026	J	`jnl`	Performative Prediction in the Wild: Adapting to Arbitrary Data Distribution Maps. Mach. Learn. Guangzheng Zhong, Yang Liu, Ruichen Liu, Jiming Liu
2025	J	`jnl`	CmdVIT: A Voluntary Facial Expression Recognition Model for Complex Mental Disorders. IEEE Trans. Image Process. Jiayu Ye, Yanhong Yu, Qingxiang Wang, Guolong Liu, Wentao Li, An Zeng, Yiqun Zhang, Yang Liu, Yunshao Zheng
2025	J	`jnl`	Evolving meta-correlation classes for binary similarity. Pattern Recognit. Valentina Franzoni, Giulio Biondi, Yang Liu, Alfredo Milani
2025	A*	`conf`	MAP the Blockchain World: A Trustless and Scalable Blockchain Interoperability Protocol for Cross-chain Applications. WWW Yinfeng Cao, Jiannong Cao, Dongbin Bai, Long Wen, Yang Liu, Ruidong Li
2025	J	`jnl`	Machine Learning for Infectious Disease Risk Prediction: A Survey. ACM Comput. Surv. Mutong Liu, Yang Liu, Jiming Liu
2025	J	`jnl`	MssNet: An Efficient Spatial Attention Model for Early Recognition of Alzheimer's Disease. IEEE Trans. Emerg. Top. Comput. Intell. Jiayu Ye, Dan Pan, An Zeng, Yiqun Zhang, Qiuping Chen, Yang Liu
2025	J	`jnl`	Nonlinear Performative Prediction. CoRR Guangzheng Zhong, Yang Liu, Jiming Liu
2025	J	`jnl`	Towards Performatively Stable Equilibria in Decision-Dependent Games for Arbitrary Data Distribution Maps. CoRR Guangzheng Zhong, Yang Liu, Jiming Liu
2025	J	`jnl`	W-DOE: Wasserstein Distribution-Agnostic Outlier Exposure. IEEE Trans. Pattern Anal. Mach. Intell. Qizhou Wang, Bo Han, Yang Liu, Chen Gong, Tongliang Liu, Jiming Liu
2024	J	`jnl`	A Physics-Guided Attention-Based Neural Network for Sea Surface Temperature Prediction. IEEE Trans. Geosci. Remote. Sens. Benyun Shi, Liu Feng, Hailun He, Yingjian Hao, Yue Peng, Miao Liu, Yang Liu, Jiming Liu
2024	J	`jnl`	Commonality and Individuality-Based Subspace Learning. IEEE Trans. Cybern. Jinfu Ren, Yang Liu, Jiming Liu
2024	—	`conf`	LLaCE: Locally Linear Contrastive Embedding. WWW (Companion Volume) Ruichen Liu, Yang Liu, Jiming Liu
2024	J	`jnl`	MAD-Former: A Traceable Interpretability Model for Alzheimer's Disease Recognition Based on Multi-Patch Attention. IEEE J. Biomed. Health Informatics Jiayu Ye, An Zeng, Dan Pan, Yiqun Zhang, Jingliang Zhao, Qiuping Chen, Yang Liu
2024	J	`jnl`	MAP the Blockchain World: A Trustless and Scalable Blockchain Interoperability Protocol for Cross-chain Applications. CoRR Yinfeng Cao, Jiannong Cao, Dongbin Bai, Long Wen, Yang Liu, Ruidong Li
2024	J	`jnl`	Mutually Adaptable Learning. IEEE Trans. Emerg. Top. Comput. Intell. Qi Tan, Yang Liu, Jiming Liu
2024	J	`jnl`	Numerical Weather Prediction of Sea Surface Temperature in South China Sea Using Attention-Based Context Fusion Network. Remote. Sens. Hailun He, Benyun Shi, Yuting Zhu, Liu Feng, Conghui Ge, Qi Tan, Yue Peng, Yang Liu, Zheng Ling, Shuang Li
2024	J	`jnl`	Polarized message-passing in graph neural networks. Artif. Intell. Tiantian He, Yang Liu, Yew-Soon Ong, Xiaohu Wu, Xin Luo
2024	—	`conf`	Strategic Disease Control via Complex Systems Modeling: Computational Methods and Empirical Validation of Population-Level Interventions and Individual Decision-Making. WI/IAT Liu Feng, Yang Liu, Jiming Liu
2024	J	`jnl`	Toward a physics-guided machine learning approach for predicting chaotic systems dynamics. Frontiers Big Data Liu Feng, Yang Liu, Benyun Shi, Jiming Liu
2023	—	`conf`	Anatomical-Aware Point-Voxel Network for Couinaud Segmentation in Liver CT. MICCAI (3) Xukun Zhang, Yang Liu, Sharib Ali, Xiao Zhao, Mingyang Sun, Minghao Han, Tao Liu, Peng Zhai, Zhiming Cui, Peixuan Zhang, Xiaoying Wang, Lihua Zhang
2023	J	`jnl`	Decadal Temperature Prediction via Chaotic Behavior Tracking. CoRR Jinfu Ren, Yang Liu, Jiming Liu
2023	A	`conf`	Epidemiology-aware Deep Learning for Infectious Disease Dynamics Prediction. CIKM Mutong Liu, Yang Liu, Jiming Liu
2023	J	`jnl`	Machine Learning for Infectious Disease Risk Prediction: A Survey. CoRR Mutong Liu, Yang Liu, Jiming Liu
2023	J	`jnl`	Mining Effective Features Using Quantum Entropy for Humor Recognition. CoRR Yang Liu, Yuexian Hou
2021	J	`jnl`	A comprehensive analysis of classification methods in gastrointestinal endoscopy imaging. Medical Image Anal. 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
2021	J	`jnl`	Demystifying Deep Learning in Predictive Spatiotemporal Analytics: An Information-Theoretic Framework. IEEE Trans. Neural Networks Learn. Syst. Qi Tan, Yang Liu, Jiming Liu
2021	J	`jnl`	Heterogeneous neural metric learning for spatio-temporal modeling of infectious diseases with incomplete data. Neurocomputing Qi Tan, Yang Liu, Jiming Liu, Benyun Shi, Shang Xia, Xiao-Nong Zhou
2020	J	`jnl`	Contextual Correlation Preserving Multiview Featured Graph Clustering. IEEE Trans. Cybern. Tiantian He, Yang Liu, Tobey H. Ko, Keith C. C. Chan, Yew-Soon Ong
2020	J	`jnl`	Demystifying Deep Learning in Predictive Spatio-Temporal Analytics: An Information-Theoretic Framework. CoRR Qi Tan, Yang Liu, Jiming Liu
2020	J	`jnl`	Identifying Key Opinion Leaders in Social Media via Modality-Consistent Harmonized Discriminant Embedding. IEEE Trans. Cybern. Yang Liu, Zhonglei Gu, Tobey H. Ko, Jiming Liu
2020	C	`conf`	Mesoscale Anisotropically-Connected Learning. ISMIS Qi Tan, Yang Liu, Jiming Liu
2020	C	`conf`	Metric-Guided Multi-task Learning. ISMIS Jinfu Ren, Yang Liu, Jiming Liu
2020	J	`jnl`	Motif-aware diffusion network inference. Int. J. Data Sci. Anal. Qi Tan, Yang Liu, Jiming Liu
2020	J	`jnl`	Multiscale Reduced-Order Modeling of a Titanium Skin Panel Subjected to Thermo-Mechanical Loading. CoRR Xiang Zhang, Yang Liu, Caglar Oskay
2019	B	`conf`	Data Management in Supply Chain Using Blockchain: Challenges and a Case Study. ICCCN Hanqing Wu, Jiannong Cao, Yanni Yang, Cheung Leong Tung, Shan Jiang, Bin Tang, Yang Liu, Xiaoqing Wang, Yuming Deng
2019	A*	`conf`	EWGAN: Entropy-Based Wasserstein GAN for Imbalanced Learning. AAAI Jinfu Ren, Yang Liu, Jiming Liu
2019	—	`conf`	Privacy-Preserving and Efficient Multi-Keyword Search over Encrypted Data on Blockchain. Blockchain Shan Jiang, Jiannong Cao, Julie A. McCann, Yanni Yang, Yang Liu, Xiaoqing Wang, Yuming Deng
2018	—	`conf`	Analyzing Human Behavior in Subspace: Dimensionality Reduction + Classification. MediaEval Yang Liu, Zhonglei Gu, Tobey H. Ko
2018	A*	`conf`	Bayesian Network Structure Learning: The Two-Step Clustering-Based Algorithm. AAAI Yikun Zhang, Jiming Liu, Yang Liu
2018	J	`jnl`	Dimensionality Reduction in Multiple Ordinal Regression. IEEE Trans. Neural Networks Learn. Syst. Jiabei Zeng, Yang Liu, Biao Leng, Zhang Xiong, Yiu-ming Cheung
2018	A*	`conf`	Joint Learning of Phenotypes and Diagnosis-Medication Correspondence via Hidden Interaction Tensor Factorization. IJCAI Kejing Yin, William K. Cheung, Yang Liu, Benjamin C. M. Fung, Jonathan Poon
2018	—	`conf`	Learning Bayesian Network Structure by Self-Generating Prior Information: The Two-Step Clustering-Based Strategy. AAAI Workshops Yikun Zhang, Yang Liu, Jiming Liu
2018	—	`conf`	Learning Memorability Preserving Subspace for Predicting Media Memorability. MediaEval Yang Liu, Zhonglei Gu, Tobey H. Ko
2018	B	`conf`	Learning Perceptual Embeddings with Two Related Tasks for Joint Predictions of Media Interestingness and Emotions. ICMR Yang Liu, Zhonglei Gu, Tobey H. Ko, Kien A. Hua
2018	—	`conf`	Motif-Aware Diffusion Network Inference. PAKDD (3) Qi Tan, Yang Liu, Jiming Liu
2018	B	`conf`	Multi-Modal Media Retrieval via Distance Metric Learning for Potential Customer Discovery. WI Yang Liu, Zhonglei Gu, Tobey H. Ko, Jiming Liu
2018	A*	`conf`	Multi-scale and Discriminative Part Detectors Based Features for Multi-label Image Classification. IJCAI Gong Cheng, Decheng Gao, Yang Liu, Junwei Han
2018	—	`conf`	Public Health Surveillance with Incomplete Data - Spatio-Temporal Imputation for Inferring Infectious Disease Dynamics. ICHI Qi Tan, Jiming Liu, Benyun Shi, Yang Liu, Xiao-Nong Zhou
2018	C	`conf`	Sparse Multi-label Bilinear Embedding on Stiefel Manifolds. ISMIS Yang Liu, Guohua Dong, Zhonglei Gu
2018	—	`conf`	Towards Learning Emotional Subspace. MediaEval Tobey H. Ko, Zhonglei Gu, Tiantian He, Yang Liu
2018	—	`conf`	Weighted Discriminant Embedding: Discriminant Subspace Learning for Imbalanced Medical Data Classification. MediaEval Tobey H. Ko, Zhonglei Gu, Yang Liu
2018	A*	`conf`	Who is the Mr. Right for Your Brand?: - Discovering Brand Key Assets via Multi-modal Asset-aware Projection. SIGIR Yang Liu, Tobey H. Ko, Zhonglei Gu
2017	B	`conf`	Brand key asset discovery via cluster-wise biased discriminant projection. WI Yang Liu, Zhonglei Gu, Tobey H. Ko, Jiming Liu
2017	J	`jnl`	CNN based music emotion classification. CoRR Xin Liu, Qingcai Chen, Xiangping Wu, Yan Liu, Yang Liu
2017	—	`conf`	HKBU at MediaEval 2017 - Emotional Impact of Movies Task. MediaEval Yang Liu, Zhonglei Gu, Tobey H. Ko
2017	—	`conf`	HKBU at MediaEval 2017 - Medico: Medical Multimedia Task. MediaEval Yang Liu, Zhonglei Gu, William K. Cheung
2017	J	`jnl`	Implicit Visual Learning: Image Recognition via Dissipative Learning Model. ACM Trans. Intell. Syst. Technol. Yan Liu, Yang Liu, Sheng-hua Zhong, Songtao Wu
2017	J	`jnl`	Joint sparse principal component analysis. Pattern Recognit. Shuangyan Yi, Zhihui lai, Zhenyu He, Yiu-ming Cheung, Yang Liu
2017	—	`conf`	Learning Music Emotions via Quantum Convolutional Neural Network. BI Gong Chen, Yan Liu, Jiannong Cao, Sheng-hua Zhong, Yang Liu, Yuexian Hou, Peng Zhang
2017	B	`conf`	Multi-view Manifold Learning for Media Interestingness Prediction. ICMR Yang Liu, Zhonglei Gu, Yiu-ming Cheung, Kien A. Hua
2017	—	`conf`	Predicting Media Interestingness via Biased Discriminant Embedding and Supervised Manifold Regression. MediaEval Yang Liu, Zhonglei Gu, Tobey H. Ko
2016	A*	`conf`	Learning Music Emotion Primitives via Supervised Dynamic Clustering. ACM Multimedia Yang Liu, Yan Liu, Xiang Zhang, Gong Chen, Kejun Zhang
2016	J	`jnl`	Locally learning heterogeneous manifolds for phonetic classification. Comput. Speech Lang. Heyun Huang, Yang Liu, Louis ten Bosch, Bert Cranen, Lou Boves
2016	—	`conf`	Mining Emotional Features of Movies. MediaEval Yang Liu, Zhonglei Gu, Yu Zhang, Yan Liu
2016	J	`jnl`	Perception-oriented video saliency detection via spatio-temporal attention analysis. Neurocomputing Sheng-hua Zhong, Yan Liu, To-Yee Ng, Yang Liu
2016	B	`conf`	Quality preserved data summarization for fast hierarchical clustering. IJCNN Yiqun Zhang, Yiu-ming Cheung, Yang Liu
2016	C	`conf`	Scalable Group Audio-Based Authentication Scheme for IoT Devices. CIS Zhonglei Gu, Yang Liu
2016	—	`conf`	Supervised Manifold Learning for Media Interestingness Prediction. MediaEval Yang Liu, Zhonglei Gu, Yiu-ming Cheung
2015	—	`conf`	Affective Feature Extraction for Music Emotion Prediction. MediaEval Yang Liu, Yan Liu, Zhonglei Gu
2015	J	`jnl`	Depth-aware salient object detection using anisotropic center-surround difference. Signal Process. Image Commun. Ran Ju, Yang Liu, Tongwei Ren, Ling Ge, Gangshan Wu
2015	J	`jnl`	Face recognition from a single registered image for conference socializing. Expert Syst. Appl. Yu Zhao, Yan Liu, Yang Liu, Sheng-hua Zhong, Kien A. Hua
2015	J	`jnl`	Query-oriented unsupervised multi-document summarization via deep learning model. Expert Syst. Appl. Sheng-hua Zhong, Yang Liu, Bin Li, Jing Long
2015	J	`jnl`	What Strikes the Strings of Your Heart? - Feature Mining for Music Emotion Analysis. IEEE Trans. Affect. Comput. Yang Liu, Yan Liu, Yu Zhao, Kien A. Hua
2015	J	`jnl`	What Strikes the Strings of Your Heart?-Multi-Label Dimensionality Reduction for Music Emotion Analysis via Brain Imaging. IEEE Trans. Auton. Ment. Dev. Yang Liu, Yan Liu, Chaoguang Wang, Xiaohong Wang, Pei-Yuan Zhou, Gino Yu, Keith C. C. Chan
2015	—	`conf`	What makes the stego image undetectable? ICIMCS Songtao Wu, Yan Liu, Sheng-hua Zhong, Yang Liu
2014	J	`jnl`	Hybrid Manifold Embedding. IEEE Trans. Neural Networks Learn. Syst. Yang Liu, Yan Liu, Keith C. C. Chan, Kien A. Hua
2014	J	`jnl`	Region level annotation by fuzzy based contextual cueing label propagation. Multim. Tools Appl. Sheng-hua Zhong, Yan Liu, Yang Liu, Fu-Lai Chung
2014	A*	`conf`	What Strikes the Strings of Your Heart?: Multi-Label Dimensionality Reduction for Music Emotion Analysis. ACM Multimedia Yang Liu, Yan Liu, Yu Zhao, Kien A. Hua
2013	J	`jnl`	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. Huan Li, Yuan Shi, Yang Liu, Alexander G. Hauptmann, Zhang Xiong
2013	J	`jnl`	Detecting and understanding genetic and structural features in HIV-1 B subtype V3 underlying HIV-1 co-receptor usage. Bioinform. 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
2013	J	`jnl`	Water Reflection Recognition Based on Motion Blur Invariant Moments in Curvelet Space. IEEE Trans. Image Process. Sheng-hua Zhong, Yan Liu, Yang Liu, Changsheng Li
2012	J	`jnl`	Cross-domain video concept detection: A joint discriminative and generative active learning approach. Expert Syst. Appl. Huan Li, Yuan Shi, Yang Liu, Alexander G. Hauptmann, Zhang Xiong
2012	J	`jnl`	Inferring consistent functional interaction patterns from natural stimulus FMRI data. NeuroImage Jiehuan Sun, Xintao Hu, Xiu Huang, Yang Liu, Kaiming Li, Xiang Li, Junwei Han, Lei Guo, Tianming Liu, Jing Zhang
2012	Misc	`conf`	Knowledge-based Quadratic Discriminant Analysis for phonetic classification. ICASSP Heyun Huang, Yang Liu, Louis ten Bosch, Bert Cranen, Lou Boves
2012	—	`conf`	Neighborhood preserving ordinal regression. ICIMCS Yang Liu, Yan Liu, Keith C. C. Chan, Jing Zhang
2012	C	`conf`	Smarter wheelchairs who can talk to each other: An integrated and collaborative approach. Healthcom Junjun Kong, Jiannong Cao, Yang Liu, Yao Guo, Weizhong Shao
2012	J	`jnl`	Tensor distance based multilinear globality preserving embedding: A unified tensor based dimensionality reduction framework for image and video classification. Expert Syst. Appl. Yang Liu, Yan Liu, Sheng-hua Zhong, Keith C. C. Chan
2012	A	`conf`	The Extended Co-learning Framework for Robust Object Tracking. ICME Chen Gong, Yang Liu, Tianyu Li, Jie Yang, Xiangjian He
2011	Misc	`conf`	A ubiquitous wireless video surveillance system based on pub/sub. UbiComp Jiannong Cao, Xuefeng Liu, Steven Lai, Yang Zou, Jun Zhang, Yang Liu, Chisheng Zhang
2011	A*	`conf`	Bilinear deep learning for image classification. ACM Multimedia Sheng-hua Zhong, Yan Liu, Yang Liu
2011	A*	`conf`	Bilinear deep learning for image classification. ACM Multimedia Sheng-hua Zhong, Yan Liu, Yang Liu
2011	B	`conf`	Dual-Mote: A Sensor Network testbed for high rate sensing-transmission and runtime evaluation. WCNC Hejun Wu, Jiannong Cao, Xuefeng Liu, Yang Liu
2011	A	`conf`	Globality-Locality Consistent Discriminant Analysis for Phone Classification. INTERSPEECH Heyun Huang, Yang Liu, Jort F. Gemmeke, Louis ten Bosch, Bert Cranen, Lou Boves
2011	—	`conf`	Investigation of supervised dimensionality reduction methods for phonetic classification. ICIMCS Heyun Huang, Yang Liu, Lou Boves
2011	A*	`conf`	Ordinal Regression via Manifold Learning. AAAI Yang Liu, Yan Liu, Keith C. C. Chan
2011	A*	`conf`	Semi-supervised manifold ordinal regression for image ranking. ACM Multimedia Yang Liu, Yan Liu, Sheng-hua Zhong, Keith C. C. Chan
2011	J	`jnl`	Tensor-based locally maximum margin classifier for image and video classification. Comput. Vis. Image Underst. Yang Liu, Yan Liu, Keith C. C. Chan
2010	B	`conf`	A semantic no-reference image sharpness metric based on top-down and bottom-up saliency map modeling. ICIP Sheng-hua Zhong, Yan Liu, Yang Liu, Fu-Lai Chung
2010	—	`conf`	Fuzzy based contextual cueing for region level annotation. ICIMCS Sheng-hua Zhong, Yan Liu, Yang Liu, Fu-Lai Chung
2010	A*	`conf`	Multilinear Maximum Distance Embedding Via L1-Norm Optimization. AAAI Yang Liu, Yan Liu, Keith C. C. Chan
2010	J	`jnl`	Nonlinear dimensionality reduction with hybrid distance for trajectory representation of dynamic texture. Signal Process. Yang Liu, Yan Liu, Keith C. C. Chan
2010	A*	`conf`	Supervised manifold learning for image and video classification. ACM Multimedia Yang Liu, Yan Liu, Keith C. C. Chan
2010	J	`jnl`	Tensor Distance Based Multilinear Locality-Preserved Maximum Information Embedding. IEEE Trans. Neural Networks Yang Liu, Yan Liu, Keith C. C. Chan
2010	A*	`conf`	Unsupervised summarization of rushes videos. ACM Multimedia Yang Liu, Feng Zhou, Wei Liu, Fernando De la Torre, Yan Liu
2009	—	`conf`	Bidirectional visible neighborhood preserving embedding. ICIMCS Yang Liu, Yan Liu, Keith C. C. Chan
2009	J	`jnl`	Dimensionality reduction for heterogeneous dataset in rushes editing. Pattern Recognit. Yang Liu, Yan Liu, Keith C. C. Chan
2009	—	`conf`	Multilinear Isometric Embedding for visual pattern analysis. ICCV Workshops Yan Liu, Yang Liu, Keith C. C. Chan
2009	A*	`conf`	Tensor distance based multilinear multidimensional scaling for image and video analysis. ACM Multimedia Yang Liu, Yan Liu
2008	—	`conf`	Dimensionality Reduction for Descriptor Generation in Rushes Editing. ICSC Yang Liu, Yan Liu, Keith C. C. Chan
2008	A	`conf`	Multiple video trajectories representation using double-layer isometric feature mapping. ICME Yang Liu, Yan Liu, Keith C. C. Chan
2008	—	`conf`	Rushes video summarization using audio-visual information and sequence alignment. TVS Yang Liu, Yan Liu, Tongwei Ren, Keith C. C. Chan
2007	—	`conf`	The Hong Kong Polytechnic University at TRECVID 2007 BBC rushes summarization. TVS Yang Liu, Yan Liu, Yan Zhang