CMVF: A Novel Dimension Reduction Scheme for Efficient Indexing in A Large Image Database. - Jialie Shen 001; Anne H. H. Ngu; John Shepherd 001; Du Q. Huynh; Quan Z. Sheng (SIGMOD Conference, 2003)

Integrating heterogeneous reatures for efficient content based music retrieval. - Jialie Shen 001; John Shepherd 001; Anne H. H. Ngu (CIKM, 2004)

Improving Query Effectiveness for Large Image Databases with Multiple Visual Feature Combination. - Jialie Shen 001; John Shepherd 001; Anne H. H. Ngu; Du Q. Huynh (DASFAA, 2004)

Exploring Bit-Difference for Approximate KNN Search in High-dimensional Databases. - Bin Cui 001; Heng Tao Shen; Jialie Shen 001; Kian-Lee Tan (ADC, 2005)

On Efficient Music Genre Classification. - Jialie Shen 001; John Shepherd 001; Anne H. H. Ngu (DASFAA, 2005)

On Effective E-mail Classification via Neural Networks. - Bin Cui 001; Anirban Mondal; Jialie Shen 001; Gao Cong; Kian-Lee Tan (DEXA, 2005)

Semantic-Sensitive Classification for Large Image Libraries. - Jialie Shen 001; John Shepherd 001; Anne H. H. Ngu (MMM, 2005)

An Agent-Based Approach for Cooperative Data Management. - ChunYu Miao; Meilin Shi; Jialie Shen 001 (APWeb, 2006)

HSI: A Novel Framework for Efficient Automated Singer Identification in Large Music Database. - Jialie Shen 001; John Shepherd 001; Bin Cui 001; Kian-Lee Tan (ICDE, 2006)

Exploring composite acoustic features for efficient music similarity query. - Bin Cui 001; Jialie Shen 001; Gao Cong; Heng Tao Shen; Cui Yu (ACM Multimedia, 2006)

Efficient benchmarking of content-based image retrieval via resampling. - Jialie Shen 001; John Shepherd 001 (ACM Multimedia, 2006)

Towards efficient automated singer identification in large music databases. - Jialie Shen 001; Bin Cui 001; John Shepherd 001; Kian-Lee Tan (SIGIR, 2006)

InMAF: indexing music databases via multiple acoustic features. - Jialie Shen 001; John Shepherd 001; Anne H. H. Ngu (SIGMOD Conference, 2006)

Towards Effective Content-Based Music Retrieval With Multiple Acoustic Feature Combination. - Jialie Shen 001; John Shepherd 001; Anne H. H. Ngu (IEEE Trans. Multim., 2006)

Probabilistic Tensor Analysis with Akaike and Bayesian Information Criteria. - Dacheng Tao; Jimeng Sun 001; Xindong Wu 001; Xuelong Li 001; Jialie Shen 001; Stephen J. Maybank; Christos Faloutsos (ICONIP (1), 2007)

QueST: querying music databases by acoustic and textual features. - Bin Cui 001; Ling Liu 001; Calton Pu; Jialie Shen 001; Kian-Lee Tan (ACM Multimedia, 2007)

An Empirical Study of Query Effectiveness Improvement via Multiple Visual Feature Integration. - Jialie Shen 001; John Shepherd 001; Anne H. H. Ngu (Int. J. Image Graph., 2007)

Bayesian tensor analysis. - Dacheng Tao; Jimeng Sun 001; Jialie Shen 001; Xindong Wu 001; Xuelong Li 001; Stephen J. Maybank; Christos Faloutsos (IJCNN, 2008)

Distribution-based similarity measures for multi-dimensional point set retrieval applications. - Jie Shao 001; Zi Huang; Heng Tao Shen; Jialie Shen 001; Xiaofang Zhou 001 (ACM Multimedia, 2008)

Effective video event detection via subspace projection. - Jialie Shen 001; Dacheng Tao; Xuelong Li 001 (MMSP, 2008)

Towards Efficient and Flexible KNN Query Processing in Real-Life Road Networks. - Yang Lu; Bin Cui 001; Jiakui Zhao; Hua Lu 001; Jialie Shen 001 (WAIM, 2008)

How to influence my customers?: the impact of electronic market design. - Nan Hu; Ling Liu 001; Bin Chen; Jialie Shen 001 (WWW, 2008)

Guest editorial: Special issue on multimedia information retrieval. - Dacheng Tao; Jialie Shen 001; Xuelong Li 001 (Int. J. Imaging Syst. Technol., 2008)

Modality Mixture Projections for Semantic Video Event Detection. - Jialie Shen 001; Dacheng Tao; Xuelong Li 001 (IEEE Trans. Circuits Syst. Video Technol., 2008)

Bayesian Tensor Approach for 3-D Face Modeling. - Dacheng Tao; Mingli Song; Xuelong Li 001; Jialie Shen 001; Jimeng Sun 001; Xindong Wu 001; Christos Faloutsos; Stephen J. Maybank (IEEE Trans. Circuits Syst. Video Technol., 2008)

Setting discrete bid levels adaptively in repeated auctions. - Jilian Zhang; Hoong Chuin Lau; Jialie Shen 001 (ICEC, 2009)

Exploiting Intensity Inhomogeneity to Extract Textured Objects from Natural Scenes. - Jundi Ding; Jialie Shen 001; HweeHwa Pang; Songcan Chen; Jing-Yu Yang 001 (ACCV (3), 2009)

Comprehensive query-dependent fusion using regression-on-folksonomies: a case study of multimodal music search. - Bingjun Zhang; Qiaoliang Xiang; Huanhuan Lu; Jialie Shen 001; Ye Wang 007 (ACM Multimedia, 2009)

CompositeMap: a novel music similarity measure for personalized multimodal music search. - Bingjun Zhang; Qiaoliang Xiang; Ye Wang 007; Jialie Shen 001 (ACM Multimedia, 2009)

CompositeMap: a novel framework for music similarity measure. - Bingjun Zhang; Jialie Shen 001; Qiaoliang Xiang; Ye Wang 007 (SIGIR, 2009)

Robust Semantic Concept Detection in Large Video Collections. - Jialie Shen 001; Dacheng Tao; Xuelong Li 001 (SMC, 2009)

Stochastic modeling western paintings for effective classification. - Jialie Shen 001 (Pattern Recognit., 2009)

Visual information analysis for security. - Dacheng Tao; Yuan Yuan 001; Jialie Shen 001; Kaiqi Huang; Xuelong Li 001 (Signal Process., 2009)

QUC-Tree: Integrating Query Context Information for Efficient Music Retrieval. - Jialie Shen 001; Dacheng Tao; Xuelong Li 001 (IEEE Trans. Multim., 2009)

A novel framework for efficient automated singer identification in large music databases. - Jialie Shen 001; John Shepherd 001; Bin Cui 001; Kian-Lee Tan (ACM Trans. Inf. Syst., 2009)

Linear Regression. - Jialie Shen 001 (Encyclopedia of Database Systems, 2009)

Log-Linear Regression. - Jialie Shen 001 (Encyclopedia of Database Systems, 2009)

Weakly-supervised hashing in kernel space. - Yadong Mu; Jialie Shen 001; Shuicheng Yan (CVPR, 2010)

Intelligent query: open another door to 3d object retrieval. - Yue Gao 002; Meng Wang 001; Jialie Shen 001; Qionghai Dai; Naiyao Zhang (ACM Multimedia, 2010)

Cast2Face: character identification in movie with actor-character correspondence. - Mengdi Xu; Xiaotong Yuan; Jialie Shen 001; Shuicheng Yan (ACM Multimedia, 2010)

Dual Phase Learning for Large Scale Video Gait Recognition. - Jialie Shen 001; HweeHwa Pang; Dacheng Tao; Xuelong Li 001 (MMM, 2010)

Large Scale Rich Media Information Search: Challenges and Opportunities. - Zhiyong Cheng 001; Jialie Shen 001 (PCM (2), 2010)

Effective music tagging through advanced statistical modeling. - Jialie Shen 001; Wang Meng; Shuicheng Yan; HweeHwa Pang; Xian-Sheng Hua 001 (SIGIR, 2010)

Does sampling influence customers in online retailing of digital music? - Nan Hu; Ling Liu 001; Indranil Bose; Jialie Shen 001 (Inf. Syst. E Bus. Manag., 2010)

Privacy-preserving similarity-based text retrieval. - HweeHwa Pang; Jialie Shen 001; Ramayya Krishnan (ACM Trans. Internet Techn., 2010)

Efficient Subspace Segmentation via Quadratic Programming. - Shusen Wang; Xiaotong Yuan; Tiansheng Yao; Shuicheng Yan; Jialie Shen 001 (AAAI, 2011)

The effects of heterogeneous information combination on large scale social image search. - Zhiyong Cheng 001; Jing Ren; Jialie Shen 001; Haiyan Miao (ICIMCS, 2011)

Probabilistic indexing of media sequences. - Jialie Shen 001; Meng Wang 001; Shuicheng Yan; Qi Tian 001 (ICIMCS, 2011)

Tag-based social image search with visual-text joint hypergraph learning. - Yue Gao 002; Meng Wang 001; Huan-Bo Luan; Jialie Shen 001; Shuicheng Yan; Dacheng Tao (ACM Multimedia, 2011)

Multimedia tagging: past, present and future. - Jialie Shen 001; Meng Wang 001; Shuicheng Yan; Xian-Sheng Hua 001 (ACM Multimedia, 2011)

Effective summarization of large-scale web images. - Chunlei Yang; Jialie Shen 001; Jianping Fan 001 (ACM Multimedia, 2011)

Optimizing multimodal reranking for web image search. - Hao Li 030; Meng Wang 001; Zhisheng Li; Zheng-Jun Zha; Jialie Shen 001 (SIGIR, 2011)

Personalized video similarity measure. - Jialie Shen 001; Zhiyong Cheng 001 (Multim. Syst., 2011)

Text Mining in Multimedia. - Zheng-Jun Zha; Meng Wang 001; Jialie Shen 001; Tat-Seng Chua (Mining Text Data, 2012)

Obfuscating the Topical Intention in Enterprise Text Search. - HweeHwa Pang; Xiaokui Xiao; Jialie Shen 001 (ICDE, 2012)

Predicting Image Popularity in an Incomplete Social Media Community by a Weighted Bi-partite Graph. - Xiang Niu; Lusong Li; Tao Mei 001; Jialie Shen 001; Ke Xu 001 (ICME, 2012)

Multimedia recommendation. - Jialie Shen 001; Meng Wang 001; Shuicheng Yan; Peng Cui 001 (ACM Multimedia, 2012)

View-based 3D object retrieval by bipartite graph matching. - Yue Wen; Yue Gao 002; Richang Hong; Huan-Bo Luan; Qiong Liu 001; Jialie Shen 001; Rongrong Ji (ACM Multimedia, 2012)

NBS: A Network-Bandwidth-Aware Streaming Version Switcher for Mobile Streaming Applications under Fuzzy Logic Control. - PengCheng Xiong; Jialie Shen 001; Qingyang Wang 001; Deepal Jayasinghe; Jack Li 001; Calton Pu (IEEE MS, 2012)

Modeling concept dynamics for large scale music search. - Jialie Shen 001; HweeHwa Pang; Meng Wang 001; Shuicheng Yan (SIGIR, 2012)

k-Partite graph reinforcement and its application in multimedia information retrieval. - Yue Gao 002; Meng Wang 001; Rongrong Ji; Zheng-Jun Zha; Jialie Shen 001 (Inf. Sci., 2012)

Technique for authenticating H.264/SVC streams in surveillance applications. - Zhuo Wei; Robert H. Deng; Jialie Shen 001; Yongdong Wu; Xuhua Ding; Swee-Won Lo (ICME Workshops, 2013)

Towards efficient sparse coding for scalable image annotation. - Junshi Huang; Hairong Liu; Jialie Shen 001; Shuicheng Yan (ACM Multimedia, 2013)

Towards next generation multimedia recommendation systems. - Jialie Shen 001; Xian-Sheng Hua 001; Emre Sargin (ACM Multimedia, 2013)

Building a Large Scale Test Collection for Effective Benchmarking of Mobile Landmark Search. - Zhiyong Cheng 001; Jing Ren; Jialie Shen 001; Haiyan Miao (MMM (2), 2013)

Multimedia recommendation: technology and techniques. - Jialie Shen 001; Meng Wang 001; Shuicheng Yan; Peng Cui 001 (SIGIR, 2013)

Image collection summarization via dictionary learning for sparse representation. - Chunlei Yang; Jialie Shen 001; Jinye Peng; Jianping Fan 001 (Pattern Recognit., 2013)

Robust Image Analysis With Sparse Representation on Quantized Visual Features. - Bing-Kun Bao; Guangyu Zhu 002; Jialie Shen 001; Shuicheng Yan (IEEE Trans. Image Process., 2013)

Visual-Textual Joint Relevance Learning for Tag-Based Social Image Search. - Yue Gao 002; Meng Wang 001; Zheng-Jun Zha; Jialie Shen 001; Xuelong Li 001; Xindong Wu 001 (IEEE Trans. Image Process., 2013)

Query-Document-Dependent Fusion: A Case Study of Multimodal Music Retrieval. - Zhonghua Li; Bingjun Zhang; Yi Yu 001; Jialie Shen 001; Ye Wang 007 (IEEE Trans. Multim., 2013)

Influences of Influential Users: An Empirical Study of Music Social Network. - Jing Ren; Zhiyong Cheng 001; Jialie Shen 001; Feida Zhu 001 (ICIMCS, 2014)

Mobile visual search via hievarchical sparse coding. - Xiyu Yang; Lianli Liu; Xueming Qian; Tao Mei 001; Jialie Shen 001; Qi Tian 001 (ICME, 2014)

Just-for-Me: An Adaptive Personalization System for Location-Aware Social Music Recommendation. - Zhiyong Cheng 001; Jialie Shen 001 (ICMR, 2014)

The Evolution of Research on Multimedia Travel Guide Search and Recommender Systems. - Junge Shen; Zhiyong Cheng 001; Jialie Shen 001; Tao Mei 001; Xinbo Gao 001 (MMM (2), 2014)

Just-for-me: an adaptive personalization system for location-aware social music recommendation. - Zhiyong Cheng 001; Jialie Shen 001; Tao Mei 001 (SIGIR, 2014)

WenZher: comprehensive vertical search for healthcare domain. - Liqiang Nie; Tao Li; Mohammad Akbari 001; Jialie Shen 001; Tat-Seng Chua (SIGIR, 2014)

SoMeRA 2014: social media retrieval and analysis workshop. - Markus Schedl; Peter Knees; Jialie Shen 001 (SIGIR, 2014)

A multi-dimensional image quality prediction model for user-generated images in social networks. - You Yang; Xu Wang 006; Tao Guan; Jialie Shen 001; Li Yu 003 (Inf. Sci., 2014)

Representative Discovery of Structure Cues for Weakly-Supervised Image Segmentation. - Luming Zhang; Yue Gao 002; Yingjie Xia; Ke Lu 002; Jialie Shen 001; Rongrong Ji (IEEE Trans. Multim., 2014)

Learning to Recommend Descriptive Tags for Questions in Social Forums. - Liqiang Nie; Yi-Liang Zhao; Xiangyu Wang; Jialie Shen 001; Tat-Seng Chua (ACM Trans. Inf. Syst., 2014)

R2FP: Rich and Robust Feature Pooling for Mining Visual Data. - Wei Xiong 008; Bo Du 001; Lefei Zhang; Ruimin Hu; Wei Bian; Jialie Shen 001; Dacheng Tao (ICDM, 2015)

EMIF: Towards a Scalable and Effective Indexing Framework for Large Scale Music Retrieval. - Jialie Shen 001; Tao Mei 001; Dacheng Tao; Xuelong Li 001; Yong Rui (ICMR, 2015)

Social Tag Relevance Estimation via Ranking-Oriented Neighbour Voting. - Chaoran Cui; Jialie Shen 001; Jun Ma 001; Tao Lian (ACM Multimedia, 2015)

Automatic Accident Detection and Alarm System. - Zhuo Wei; Swee-Won Lo; Yu Liang; Tieyan Li; Jialie Shen 001; Robert H. Deng (ACM Multimedia, 2015)

Topic Hypergraph Hashing for Mobile Image Retrieval. - Lei Zhu 002; Jialie Shen 001; Liang Xie 001 (ACM Multimedia, 2015)

Travel Recommendation via Author Topic Model Based Collaborative Filtering. - Shuhui Jiang; Xueming Qian; Jialie Shen 001; Tao Mei 001 (MMM (2), 2015)

Multidimensional Context Awareness in Mobile Devices. - Zhuo Wei; Robert H. Deng; Jialie Shen 001; Jixiang Zhu; Kun Ouyang; Yongdong Wu (MMM (2), 2015)

VenueMusic: A Venue-Aware Music Recommender System. - Zhiyong Cheng 001; Jialie Shen 001 (SIGIR, 2015)

On robust image spam filtering via comprehensive visual modeling. - Jialie Shen 001; Robert H. Deng; Zhiyong Cheng 001; Liqiang Nie; Shuicheng Yan (Pattern Recognit., 2015)

Facilitating Image Search With a Scalable and Compact Semantic Mapping. - Meng Wang 001; Weisheng Li 001; Dong Liu 001; Bingbing Ni; Jialie Shen 001; Shuicheng Yan (IEEE Trans. Cybern., 2015)

Content-Based Visual Landmark Search via Multimodal Hypergraph Learning. - Lei Zhu 002; Jialie Shen 001; Hai Jin 001; Ran Zheng; Liang Xie 001 (IEEE Trans. Cybern., 2015)

Dictionary Pair Learning on Grassmann Manifolds for Image Denoising. - Xianhua Zeng; Wei Bian; Wei Liu 005; Jialie Shen 001; Dacheng Tao (IEEE Trans. Image Process., 2015)

Bridging the Vocabulary Gap between Health Seekers and Healthcare Knowledge. - Liqiang Nie; Yi-Liang Zhao; Mohammad Akbari 001; Jialie Shen 001; Tat-Seng Chua (IEEE Trans. Knowl. Data Eng., 2015)

Author Topic Model-Based Collaborative Filtering for Personalized POI Recommendations. - Shuhui Jiang; Xueming Qian; Jialie Shen 001; Yun Fu 001; Tao Mei 001 (IEEE Trans. Multim., 2015)

Landmark Classification With Hierarchical Multi-Modal Exemplar Feature. - Lei Zhu 002; Jialie Shen 001; Hai Jin 001; Liang Xie 001; Ran Zheng (IEEE Trans. Multim., 2015)

Online Cross-Modal Hashing for Web Image Retrieval. - Liang Xie 001; Jialie Shen 001; Lei Zhu 002 (AAAI, 2016)

Learning Compact Visual Representation with Canonical Views for Robust Mobile Landmark Search. - Lei Zhu 002; Jialie Shen 001; Xiaobai Liu; Liang Xie 001; Liqiang Nie (IJCAI, 2016)

Smart Ambient Sound Analysis via Structured Statistical Modeling. - Jialie Shen 001; Liqiang Nie; Tat-Seng Chua (MMM (2), 2016)

Which Information Sources are More Effective and Reliable in Video Search. - Zhiyong Cheng 001; Xuanchong Li; Jialie Shen 001; Alexander G. Hauptmann (SIGIR, 2016)

On Effective Personalized Music Retrieval by Exploring Online User Behaviors. - Zhiyong Cheng 001; Jialie Shen 001; Steven C. H. Hoi (SIGIR, 2016)

What Makes a Music Track Popular in Online Social Networks? - Jing Ren; Jialie Shen 001; Robert J. Kauffman (WWW (Companion Volume), 2016)

The effects of multiple query evidences on social image retrieval. - Zhiyong Cheng 001; Jialie Shen 001; Haiyan Miao (Multim. Syst., 2016)

Accurate online video tagging via probabilistic hybrid modeling. - Jialie Shen 001; Meng Wang 001; Tat-Seng Chua (Multim. Syst., 2016)

On very large scale test collection for landmark image search benchmarking. - Zhiyong Cheng 001; Jialie Shen 001 (Signal Process., 2016)

Cast2Face: Assigning Character Names Onto Faces in Movie With Actor-Character Correspondence. - Guangyu Gao; Mengdi Xu; Jialie Shen 001; Huadong Ma; Shuicheng Yan (IEEE Trans. Circuits Syst. Video Technol., 2016)

On Effective Location-Aware Music Recommendation. - Zhiyong Cheng 001; Jialie Shen 001 (ACM Trans. Inf. Syst., 2016)

Landmark Reranking for Smart Travel Guide Systems by Combining and Analyzing Diverse Media. - Junge Shen; Jialie Shen 001; Tao Mei 001; Xinbo Gao 001 (IEEE Trans. Syst. Man Cybern. Syst., 2016)

Exploiting Music Play Sequence for Music Recommendation. - Zhiyong Cheng 001; Jialie Shen 001; Lei Zhu 002; Mohan S. Kankanhalli; Liqiang Nie (IJCAI, 2017)

Unsupervised Deep Video Hashing with Balanced Rotation. - Gengshen Wu; Li Liu 004; Yuchen Guo; Guiguang Ding; Jungong Han; Jialie Shen 001; Ling Shao 001 (IJCAI, 2017)

Dynamic Multi-View Hashing for Online Image Retrieval. - Liang Xie 001; Jialie Shen 001; Jungong Han; Lei Zhu 002; Ling Shao 001 (IJCAI, 2017)

Exploring User-Specific Information in Music Retrieval. - Zhiyong Cheng 001; Jialie Shen 001; Liqiang Nie; Tat-Seng Chua; Mohan S. Kankanhalli (SIGIR, 2017)

Version-sensitive mobile App recommendation. - Da Cao; Liqiang Nie; Xiangnan He 001; Xiaochi Wei; Jialie Shen 001; Shunxiang Wu; Tat-Seng Chua (Inf. Sci., 2017)

Social tag relevance learning via ranking-oriented neighbor voting. - Chaoran Cui; Jialie Shen 001; Jun Ma 001; Tao Lian (Multim. Tools Appl., 2017)

Exploring Representativeness and Informativeness for Active Learning. - Bo Du 001; Zengmao Wang; Lefei Zhang; Liangpei Zhang 001; Wei Liu 005; Jialie Shen 001; Dacheng Tao (IEEE Trans. Cybern., 2017)

Unsupervised Topic Hypergraph Hashing for Efficient Mobile Image Retrieval. - Lei Zhu 002; Jialie Shen 001; Liang Xie 001; Zhiyong Cheng 001 (IEEE Trans. Cybern., 2017)

Augmented Collaborative Filtering for Sparseness Reduction in Personalized POI Recommendation. - Chaoran Cui; Jialie Shen 001; Liqiang Nie; Richang Hong; Jun Ma 001 (ACM Trans. Intell. Syst. Technol., 2017)

Unsupervised Visual Hashing with Semantic Assistant for Content-Based Image Retrieval. - Lei Zhu 002; Jialie Shen 001; Liang Xie 001; Zhiyong Cheng 001 (IEEE Trans. Knowl. Data Eng., 2017)

Unsupervised Deep Hashing via Binary Latent Factor Models for Large-scale Cross-modal Retrieval. - Gengshen Wu; Zijia Lin; Jungong Han; Li Liu 004; Guiguang Ding; Baochang Zhang 001; Jialie Shen 001 (IJCAI, 2018)

Learning to rank images for complex queries in concept-based search. - Chaoran Cui; Jialie Shen 001; Zhumin Chen; Shuaiqiang Wang; Jun Ma 001 (Neurocomputing, 2018)

Linear Regression. - Jialie Shen 001 (Encyclopedia of Database Systems (2nd ed.), 2018)

Log-Linear Regression. - Jialie Shen 001 (Encyclopedia of Database Systems (2nd ed.), 2018)

The 2019 Multimedia for Recommender System Task: MovieREC and NewsREEL at MediaEval. - Yashar Deldjoo; Benny Kille; Markus Schedl; Andreas Lommatzsch; Jialie Shen 001 (MediaEval, 2019)

Understanding the Teaching Styles by an Attention based Multi-task Cross-media Dimensional Modeling. - Suping Zhou; Jia Jia 001; Yufeng Yin 002; Xiang Li 105; Yang Yao; Ying Zhang; Zeyang Ye; Kehua Lei; Yan Huang; Jialie Shen 001 (ACM Multimedia, 2019)

NAIRS: A Neural Attentive Interpretable Recommendation System. - Shuai Yu 002; Yongbo Wang; Min Yang 007; Baocheng Li; Qiang Qu; Jialie Shen 001 (WSDM, 2019)

Understanding the Teaching Styles by an Attention based Multi-task Cross-media Dimensional modelling. - Suping Zhou; Jia Jia 001; Yufeng Yin 002; Xiang Li 105; Yang Yao; Ying Zhang; Zeyang Ye; Kehua Lei; Yan Huang; Jialie Shen 001 (CoRR, 2019)

Fashion recommendations through cross-media information retrieval. - Wei Zhou; P. Y. Mok 001; Yanghong Zhou; Yangping Zhou; Jialie Shen 001; Qiang Qu; K. P. Chau (J. Vis. Commun. Image Represent., 2019)

Toward efficient indexing structure for scalable content-based music retrieval. - Jialie Shen 001; Tao Mei 001; Qiang Qu; Dacheng Tao; Yong Rui (Multim. Syst., 2019)

CaMR: Towards Connotation-aware Music Retrieval on Social Media with Visual Inputs. - Lanyu Shang; Daniel Yue Zhang; Siamul Karim Khan; Jialie Shen 001; Dong Wang 002 (ASONAM, 2020)

Online Intelligent Music Recommendation: The Opportunity and Challenge for People Well-Being Improvement. - Jialie Shen 001; Karen Rafferty; Jia Jia 001 (CogMI, 2020)

Inferring Emphasis for Real Voice Data: An Attentive Multimodal Neural Network Approach. - Suping Zhou; Jia Jia 001; Long Zhang; Yanfeng Wang; Wei Chen 071; Fanbo Meng; Fei Yu; Jialie Shen 001 (MMM (2), 2020)

A New Automatic Chinese Poetry Generation Model Based On Neural Network. - Tian Gao; Pengcheng Xiong; Jialie Shen 001 (SERVICES, 2020)

Learning refined attribute-aligned network with attribute selection for person re-identification. - Yuxuan Shi; Hefei Ling; Lei Wu 010; Jialie Shen 001; Ping Li 021 (Neurocomputing, 2020)

Semantics-aware influence maximization in social networks. - Yipeng Chen; Qiang Qu; Yuanxiang Ying; Hongyan Li 002; Jialie Shen 001 (Inf. Sci., 2020)

Enhancing Sketch-Based Image Retrieval by CNN Semantic Re-ranking. - Luo Wang; Xueming Qian; Yuting Zhang 007; Jialie Shen 001; Xiaochun Cao (IEEE Trans. Cybern., 2020)

Inferring Emotion from Large-scale Internet Voice Data: A Semi-supervised Curriculum Augmentation based Deep Learning Approach. - Suping Zhou; Jia Jia 001; Zhiyong Wu 001; Zhihan Yang; Yanfeng Wang; Wei Chen 071; Fanbo Meng; Shuo Huang 005; Jialie Shen 001; Xiaochuan Wang (AAAI, 2021)

Incorporating Multimodal Cues for Advertorial Discovery. - Lu Zhang 062; Jian Zhang 002; Jialie Shen 001; Jingsong Xu; Zhibin Li 002; Litao Yu (ICME, 2021)

Latent label mining for group activity recognition in basketball videos. - Lifang Wu; Zeyu Li; Ye Xiang; Meng Jian; Jialie Shen 001 (IET Image Process., 2021)

BBAS: Towards large scale effective ensemble adversarial attacks against deep neural network learning. - Jialie Shen 001; Neil Robertson 001 (Inf. Sci., 2021)

A new context-aware approach for automatic Chinese poetry generation. - Tian Gao; Shanliang Zhu; Jing Liu; Jun Shen 001; Jialie Shen 001; Shuguo Yang; Pengcheng Xiong (Knowl. Based Syst., 2021)

Global motion estimation with iterative optimization-based independent univariate model for action recognition. - Lifang Wu; Zhou Yang; Meng Jian; Jialie Shen 001; Yuchen Yang; Xianglong Lang (Pattern Recognit., 2021)

CCMR: A Classic-enriched Connotation-aware Music Retrieval System on Social Media with Visual Inputs. - Lanyu Shang; Daniel Yue Zhang; Jialie Shen 001; Eamon Lopez Marmion; Dong Wang 002 (Soc. Netw. Anal. Min., 2021)

Person Retrieval in Surveillance Videos Via Deep Attribute Mining and Reasoning. - Yuxuan Shi; Zhen Wei; Hefei Ling; Ziyang Wang; Jialie Shen 001; Ping Li 021 (IEEE Trans. Multim., 2021)

Adaptive and Robust Partition Learning for Person Retrieval With Policy Gradient. - Yuxuan Shi; Zhen Wei; Hefei Ling; Ziyang Wang; Pengfei Zhu 001; Jialie Shen 001; Ping Li 021 (IEEE Trans. Multim., 2021)

Mixture Distribution Graph Network for Few Shot Learning. - Baiyan Zhang; Hefei Ling; Jialie Shen 001; Qian Wang 001; Jie Lei 004; Yuxuan Shi; Lei Wu 010; Ping Li 021 (IEEE Trans. Cogn. Dev. Syst., 2022)

Pseudo-Pair Based Self-Similarity Learning for Unsupervised Person Re-Identification. - Lin Wu 001; Deyin Liu; Wenying Zhang; Dapeng Chen; Zongyuan Ge; Farid Boussaïd; Mohammed Bennamoun; Jialie Shen 001 (IEEE Trans. Image Process., 2022)

Multimodal Marketing Intent Analysis for Effective Targeted Advertising. - Lu Zhang 062; Jialie Shen 001; Jian Zhang 002; Jingsong Xu; Zhibin Li 002; Yazhou Yao; Litao Yu (IEEE Trans. Multim., 2022)

Unsupervised Image and Text Fusion for Travel Information Enhancement. - Lu Zhang 062; Jingsong Xu; Yongshun Gong; Litao Yu; Jian Zhang 002; Jialie Shen 001 (IEEE Trans. Multim., 2022)

Scalable Multimodal Learning and Multimedia Recommendation. - Jialie Shen 001; Marie Morrison; Zhu Li 001 (CIC, 2023)

Disentangled Multiplex Graph Representation Learning. - Yujie Mo; Yajie Lei; Jialie Shen 001; Xiaoshuang Shi; Heng Tao Shen; Xiaofeng Zhu 001 (ICML, 2023)

Rethinking the Localization in Weakly Supervised Object Localization. - Rui Xu 031; Yong Luo 002; Han Hu 003; Bo Du 001; Jialie Shen 001; Yonggang Wen 001 (ACM Multimedia, 2023)

LGViT: Dynamic Early Exiting for Accelerating Vision Transformer. - Guanyu Xu; Jiawei Hao; Li Shen 008; Han Hu 003; Yong Luo 002; Hui Lin; Jialie Shen 001 (ACM Multimedia, 2023)

Fast LoG SIFT Keypoint Detector. - Paras Maharjan; Lyle Vanfossan; Zhu Li 001; Jerry Jialie Shen (MMSP, 2023)

Adaptive Multi-Modality Prompt Learning. - Zongqian Wu; Yujing Liu; Mengmeng Zhan; Jialie Shen 001; Ping Hu 001; Xiaofeng Zhu 001 (CoRR, 2023)

Neighbor-Guided Consistent and Contrastive Learning for Semi-Supervised Action Recognition. - Jianlong Wu; Wei Sun; Tian Gan; Ning Ding; Feijun Jiang; Jialie Shen 001; Liqiang Nie (IEEE Trans. Image Process., 2023)

Efficient Query-based Black-box Attack against Cross-modal Hashing Retrieval. - Lei Zhu 002; Tianshi Wang; Jingjing Li 001; Zheng Zhang 006; Jialie Shen 001; Xinhua Wang 003 (ACM Trans. Inf. Syst., 2023)

Generative Metric Learning for Adversarially Robust Open-world Person Re-Identification. - Deyin Liu; Lin Wu 001; Richang Hong; Zongyuan Ge; Jialie Shen 001; Farid Boussaïd; Mohammed Bennamoun (ACM Trans. Multim. Comput. Commun. Appl., 2023)

Harnessing Deep Learning for Fault Detection in Industry 4.0: A Multimodal Approach. - Jialie Shen 001; Marie Morrison; Haiyan Miao; Fengshou Gu (CogMI, 2024)

On Which Nodes Does GCN Fail? Enhancing GCN From the Node Perspective. - Jincheng Huang 005; Jialie Shen 001; Xiaoshuang Shi; Xiaofeng Zhu 001 (ICML, 2024)

Decomposed Prompt Decision Transformer for Efficient Unseen Task Generalization. - Hongling Zheng; Li Shen 008; Yong Luo 002; Tongliang Liu; Jialie Shen 001; Dacheng Tao (NeurIPS, 2024)

LM-Metric: Learned pair weighting and contextual memory for deep metric learning. - Shiyang Yan; Lin Xu; Xinyao Shu; Zhenyu Lu; Jialie Shen 001 (Pattern Recognit., 2024)

Domain-Oriented Knowledge Transfer for Cross-Domain Recommendation. - Guoshuai Zhao; Xiaolong Zhang; Hao Tang; Jialie Shen 001; Xueming Qian (IEEE Trans. Multim., 2024)

GRLC: Graph Representation Learning With Constraints. - Liang Peng; Yujie Mo; Jie Xu 044; Jialie Shen 001; Xiaoshuang Shi; Xiaoxiao Li; Heng Tao Shen; Xiaofeng Zhu 001 (IEEE Trans. Neural Networks Learn. Syst., 2024)

Improving Conversational Recommendation System Through Personalized Preference Modeling and Knowledge Graph. - Feng Wu; Guoshuai Zhao; Tengjiao Li; Jialie Shen 001; Xueming Qian (IEEE Trans. Knowl. Data Eng., 2024)

MTGA: Multi-View Temporal Granularity Aligned Aggregation for Event-Based Lip-Reading. - Wenhao Zhang; Jun Wang; Yong Luo 002; Lei Yu; Wei Yu 004; Zheng He; Jialie Shen 001 (AAAI, 2025)

Optimizing domain-generalizable ReID through non-parametric normalization. - Amran Bhuiyan; Aijun An; Jimmy Xiangji Huang; Jialie Shen 001 (Pattern Recognit., 2025)

GSyncCode: Geometry Synchronous Hidden Code for One-step Photography Decoding. - Chengxin Zhao; Hefei Ling; Jialie Shen 001; Han Fang; Sijing Xie; Yaokun Fang; Zongyi Li; Ping Li 021 (ACM Trans. Multim. Comput. Commun. Appl., 2025)

Large Language Model Empowered Recommendation Meets All-domain Continual Pre-Training. - Haokai Ma; Yunshan Ma; Ruobing Xie; Lei Meng 001; Jialie Shen 001; Xingwu Sun; Zhanhui Kang; Tat-Seng Chua (CoRR, 2025)

BAUODNET for Class Imbalance Learning in Underwater Object Detection. - Long Chen 019; Haohan Yu; Xirui Dong; Yaxin Li; Jialie Shen 001; Jiangrong Shen; Qi Xu (IEEE Trans. Emerg. Top. Comput. Intell., 2025)

Self-Navigated Residual Mamba for Universal Industrial Anomaly Detection. - Hanxi Li; Jingqi Wu; Lin Yuanbo Wu; Mingliang Li; Deyin Liu; Jialie Shen 001; Chunhua Shen (CoRR, 2025)

Dual transferable knowledge interaction for source-free domain adaptation. - Mengmeng Zhan; Zongqian Wu; Jiaying Yang; Lin Peng; Jialie Shen 001; Xiaofeng Zhu 001 (Inf. Process. Manag., 2026)