Jialie Shen

According to our database, Jialie Shen authored at least 160 papers between 2003 and 2024.

Collaborative distances:

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

2024

GRLC: Graph Representation Learning With Constraints.

Liang Peng, Yujie Mo, Jie Xu, Jialie Shen, Xiaoshuang Shi, Xiaoxiao Li, Heng Tao Shen, Xiaofeng Zhu

IEEE Trans. Neural Networks Learn. Syst., June, 2024

Domain-Oriented Knowledge Transfer for Cross-Domain Recommendation.

Guoshuai Zhao, Xiaolong Zhang, Hao Tang, Jialie Shen, Xueming Qian

IEEE Trans. Multim., 2024

LM-Metric: Learned pair weighting and contextual memory for deep metric learning.

Shiyang Yan, Lin Xu, Xinyao Shu, Zhenyu Lu, Jialie Shen

Pattern Recognit., 2024

On Which Nodes Does GCN Fail? Enhancing GCN From the Node Perspective.

Jincheng Huang, Jialie Shen, Xiaoshuang Shi, Xiaofeng Zhu

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Generative Metric Learning for Adversarially Robust Open-world Person Re-Identification.

Deyin Liu, Lin Wu, Richang Hong, Zongyuan Ge, Jialie Shen, Farid Boussaïd, Mohammed Bennamoun

ACM Trans. Multim. Comput. Commun. Appl., January, 2023

Efficient Query-based Black-box Attack against Cross-modal Hashing Retrieval.

Lei Zhu, Tianshi Wang, Jingjing Li, Zheng Zhang, Jialie Shen, Xinhua Wang

ACM Trans. Inf. Syst., 2023

Neighbor-Guided Consistent and Contrastive Learning for Semi-Supervised Action Recognition.

Jianlong Wu, Wei Sun, Tian Gan, Ning Ding, Feijun Jiang, Jialie Shen, Liqiang Nie

IEEE Trans. Image Process., 2023

Adaptive Multi-Modality Prompt Learning.

Zongqian Wu, Yujing Liu, Mengmeng Zhan, Jialie Shen, Ping Hu, Xiaofeng Zhu

CoRR, 2023

Fast LoG SIFT Keypoint Detector.

Paras Maharjan, Lyle Vanfossan, Zhu Li, Jerry Jialie Shen

Proceedings of the 25th IEEE International Workshop on Multimedia Signal Processing, 2023

LGViT: Dynamic Early Exiting for Accelerating Vision Transformer.

Guanyu Xu, Jiawei Hao, Li Shen, Han Hu, Yong Luo, Hui Lin, Jialie Shen

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Rethinking the Localization in Weakly Supervised Object Localization.

Rui Xu, Yong Luo, Han Hu, Bo Du, Jialie Shen, Yonggang Wen

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Disentangled Multiplex Graph Representation Learning.

Yujie Mo, Yajie Lei, Jialie Shen, Xiaoshuang Shi, Heng Tao Shen, Xiaofeng Zhu

Proceedings of the International Conference on Machine Learning, 2023

Scalable Multimodal Learning and Multimedia Recommendation.

Jialie Shen, Marie Morrison, Zhu Li

Proceedings of the 9th IEEE International Conference on Collaboration and Internet Computing, 2023

2022

Unsupervised Image and Text Fusion for Travel Information Enhancement.

Lu Zhang, Jingsong Xu, Yongshun Gong, Litao Yu, Jian Zhang, Jialie Shen

IEEE Trans. Multim., 2022

Multimodal Marketing Intent Analysis for Effective Targeted Advertising.

Lu Zhang, Jialie Shen, Jian Zhang, Jingsong Xu, Zhibin Li, Yazhou Yao, Litao Yu

IEEE Trans. Multim., 2022

Pseudo-Pair Based Self-Similarity Learning for Unsupervised Person Re-Identification.

Lin Wu, Deyin Liu, Wenying Zhang, Dapeng Chen, Zongyuan Ge, Farid Boussaïd, Mohammed Bennamoun, Jialie Shen

IEEE Trans. Image Process., 2022

Mixture Distribution Graph Network for Few Shot Learning.

Baiyan Zhang, Hefei Ling, Jialie Shen, Qian Wang, Jie Lei, Yuxuan Shi, Lei Wu, Ping Li

IEEE Trans. Cogn. Dev. Syst., 2022

2021

Adaptive and Robust Partition Learning for Person Retrieval With Policy Gradient.

Yuxuan Shi, Zhen Wei, Hefei Ling, Ziyang Wang, Pengfei Zhu, Jialie Shen, Ping Li

IEEE Trans. Multim., 2021

Person Retrieval in Surveillance Videos Via Deep Attribute Mining and Reasoning.

Yuxuan Shi, Zhen Wei, Hefei Ling, Ziyang Wang, Jialie Shen, Ping Li

IEEE Trans. Multim., 2021

CCMR: A Classic-enriched Connotation-aware Music Retrieval System on Social Media with Visual Inputs.

Lanyu Shang, Daniel Yue Zhang, Jialie Shen, Eamon Lopez Marmion, Dong Wang

Soc. Netw. Anal. Min., 2021

Global motion estimation with iterative optimization-based independent univariate model for action recognition.

Lifang Wu, Zhou Yang, Meng Jian, Jialie Shen, Yuchen Yang, Xianglong Lang

Pattern Recognit., 2021

A new context-aware approach for automatic Chinese poetry generation.

Tian Gao, Shanliang Zhu, Jing Liu, Jun Shen, Jialie Shen, Shuguo Yang, Pengcheng Xiong

Knowl. Based Syst., 2021

BBAS: Towards large scale effective ensemble adversarial attacks against deep neural network learning.

Jialie Shen, Neil Robertson

Inf. Sci., 2021

Latent label mining for group activity recognition in basketball videos.

Lifang Wu, Zeyu Li, Ye Xiang, Meng Jian, Jialie Shen

IET Image Process., 2021

Incorporating Multimodal Cues for Advertorial Discovery.

Lu Zhang, Jian Zhang, Jialie Shen, Jingsong Xu, Zhibin Li, Litao Yu

Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Inferring Emotion from Large-scale Internet Voice Data: A Semi-supervised Curriculum Augmentation based Deep Learning Approach.

Suping Zhou, Jia Jia, Zhiyong Wu, Zhihan Yang, Yanfeng Wang, Wei Chen, Fanbo Meng, Shuo Huang, Jialie Shen, Xiaochuan Wang

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Enhancing Sketch-Based Image Retrieval by CNN Semantic Re-ranking.

Luo Wang, Xueming Qian, Yuting Zhang, Jialie Shen, Xiaochun Cao

IEEE Trans. Cybern., 2020

Semantics-aware influence maximization in social networks.

Yipeng Chen, Qiang Qu, Yuanxiang Ying, Hongyan Li, Jialie Shen

Inf. Sci., 2020

Learning refined attribute-aligned network with attribute selection for person re-identification.

Yuxuan Shi, Hefei Ling, Lei Wu, Jialie Shen, Ping Li

Neurocomputing, 2020

A New Automatic Chinese Poetry Generation Model Based On Neural Network.

Tian Gao, Pengcheng Xiong, Jialie Shen

Proceedings of the 2020 IEEE World Congress on Services, 2020

Inferring Emphasis for Real Voice Data: An Attentive Multimodal Neural Network Approach.

Suping Zhou, Jia Jia, Long Zhang, Yanfeng Wang, Wei Chen, Fanbo Meng, Fei Yu, Jialie Shen

Proceedings of the MultiMedia Modeling - 26th International Conference, 2020

Online Intelligent Music Recommendation: The Opportunity and Challenge for People Well-Being Improvement.

Jialie Shen, Karen Rafferty, Jia Jia

Proceedings of the 2nd IEEE International Conference on Cognitive Machine Intelligence, 2020

CaMR: Towards Connotation-aware Music Retrieval on Social Media with Visual Inputs.

Lanyu Shang, Daniel Yue Zhang, Siamul Karim Khan, Jialie Shen, Dong Wang

Proceedings of the IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2020

2019

Toward efficient indexing structure for scalable content-based music retrieval.

Jialie Shen, Tao Mei, Qiang Qu, Dacheng Tao, Yong Rui

Multim. Syst., 2019

Fashion recommendations through cross-media information retrieval.

Wei Zhou, P. Y. Mok, Yanghong Zhou, Yangping Zhou, Jialie Shen, Qiang Qu, K. P. Chau

J. Vis. Commun. Image Represent., 2019

Understanding the Teaching Styles by an Attention based Multi-task Cross-media Dimensional modelling.

Suping Zhou, Jia Jia, Yufeng Yin, Xiang Li, Yang Yao, Ying Zhang, Zeyang Ye, Kehua Lei, Yan Huang, Jialie Shen

CoRR, 2019

NAIRS: A Neural Attentive Interpretable Recommendation System.

Shuai Yu, Yongbo Wang, Min Yang, Baocheng Li, Qiang Qu, Jialie Shen

Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, 2019

Understanding the Teaching Styles by an Attention based Multi-task Cross-media Dimensional Modeling.

Suping Zhou, Jia Jia, Yufeng Yin, Xiang Li, Yang Yao, Ying Zhang, Zeyang Ye, Kehua Lei, Yan Huang, Jialie Shen

Proceedings of the 27th ACM International Conference on Multimedia, 2019

The 2019 Multimedia for Recommender System Task: MovieREC and NewsREEL at MediaEval.

Yashar Deldjoo, Benny Kille, Markus Schedl, Andreas Lommatzsch, Jialie Shen

Proceedings of the Working Notes Proceedings of the MediaEval 2019 Workshop, 2019

2018

Log-Linear Regression.

Jialie Shen

Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Linear Regression.

Jialie Shen

Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Learning to rank images for complex queries in concept-based search.

Chaoran Cui, Jialie Shen, Zhumin Chen, Shuaiqiang Wang, Jun Ma

Neurocomputing, 2018

Unsupervised Deep Hashing via Binary Latent Factor Models for Large-scale Cross-modal Retrieval.

Gengshen Wu, Zijia Lin, Jungong Han, Li Liu, Guiguang Ding, Baochang Zhang, Jialie Shen

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

2017

Unsupervised Visual Hashing with Semantic Assistant for Content-Based Image Retrieval.

Lei Zhu, Jialie Shen, Liang Xie, Zhiyong Cheng

IEEE Trans. Knowl. Data Eng., 2017

Augmented Collaborative Filtering for Sparseness Reduction in Personalized POI Recommendation.

Chaoran Cui, Jialie Shen, Liqiang Nie, Richang Hong, Jun Ma

ACM Trans. Intell. Syst. Technol., 2017

Unsupervised Topic Hypergraph Hashing for Efficient Mobile Image Retrieval.

Lei Zhu, Jialie Shen, Liang Xie, Zhiyong Cheng

IEEE Trans. Cybern., 2017

Exploring Representativeness and Informativeness for Active Learning.

Bo Du, Zengmao Wang, Lefei Zhang, Liangpei Zhang, Wei Liu, Jialie Shen, Dacheng Tao

IEEE Trans. Cybern., 2017

Social tag relevance learning via ranking-oriented neighbor voting.

Chaoran Cui, Jialie Shen, Jun Ma, Tao Lian

Multim. Tools Appl., 2017

Version-sensitive mobile App recommendation.

Da Cao, Liqiang Nie, Xiangnan He, Xiaochi Wei, Jialie Shen, Shunxiang Wu, Tat-Seng Chua

Inf. Sci., 2017

Exploring User-Specific Information in Music Retrieval.

Zhiyong Cheng, Jialie Shen, Liqiang Nie, Tat-Seng Chua, Mohan S. Kankanhalli

Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2017

Dynamic Multi-View Hashing for Online Image Retrieval.

Liang Xie, Jialie Shen, Jungong Han, Lei Zhu, Ling Shao

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Unsupervised Deep Video Hashing with Balanced Rotation.

Gengshen Wu, Li Liu, Yuchen Guo, Guiguang Ding, Jungong Han, Jialie Shen, Ling Shao

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Exploiting Music Play Sequence for Music Recommendation.

Zhiyong Cheng, Jialie Shen, Lei Zhu, Mohan S. Kankanhalli, Liqiang Nie

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

2016

Landmark Reranking for Smart Travel Guide Systems by Combining and Analyzing Diverse Media.

Junge Shen, Jialie Shen, Tao Mei, Xinbo Gao

IEEE Trans. Syst. Man Cybern. Syst., 2016

On Effective Location-Aware Music Recommendation.

Zhiyong Cheng, Jialie Shen

ACM Trans. Inf. Syst., 2016

Cast2Face: Assigning Character Names Onto Faces in Movie With Actor-Character Correspondence.

Guangyu Gao, Mengdi Xu, Jialie Shen, Huadong Ma, Shuicheng Yan

IEEE Trans. Circuits Syst. Video Technol., 2016

On very large scale test collection for landmark image search benchmarking.

Zhiyong Cheng, Jialie Shen

Signal Process., 2016

Accurate online video tagging via probabilistic hybrid modeling.

Jialie Shen, Meng Wang, Tat-Seng Chua

Multim. Syst., 2016

The effects of multiple query evidences on social image retrieval.

Zhiyong Cheng, Jialie Shen, Haiyan Miao

Multim. Syst., 2016

What Makes a Music Track Popular in Online Social Networks?

Jing Ren, Jialie Shen, Robert J. Kauffman

Proceedings of the 25th International Conference on World Wide Web, 2016

On Effective Personalized Music Retrieval by Exploring Online User Behaviors.

Zhiyong Cheng, Jialie Shen, Steven C. H. Hoi

Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Which Information Sources are More Effective and Reliable in Video Search.

Zhiyong Cheng, Xuanchong Li, Jialie Shen, Alexander G. Hauptmann

Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Smart Ambient Sound Analysis via Structured Statistical Modeling.

Jialie Shen, Liqiang Nie, Tat-Seng Chua

Proceedings of the MultiMedia Modeling - 22nd International Conference, 2016

Learning Compact Visual Representation with Canonical Views for Robust Mobile Landmark Search.

Lei Zhu, Jialie Shen, Xiaobai Liu, Liang Xie, Liqiang Nie

Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Online Cross-Modal Hashing for Web Image Retrieval.

Liang Xie, Jialie Shen, Lei Zhu

Proceedings of the Thirtieth AAAI Conference on Artificial Intelligence, 2016

2015

Landmark Classification With Hierarchical Multi-Modal Exemplar Feature.

Lei Zhu, Jialie Shen, Hai Jin, Liang Xie, Ran Zheng

IEEE Trans. Multim., 2015

Author Topic Model-Based Collaborative Filtering for Personalized POI Recommendations.

Shuhui Jiang, Xueming Qian, Jialie Shen, Yun Fu, Tao Mei

IEEE Trans. Multim., 2015

Bridging the Vocabulary Gap between Health Seekers and Healthcare Knowledge.

Liqiang Nie, Yi-Liang Zhao, Mohammad Akbari, Jialie Shen, Tat-Seng Chua

IEEE Trans. Knowl. Data Eng., 2015

Dictionary Pair Learning on Grassmann Manifolds for Image Denoising.

Xianhua Zeng, Wei Bian, Wei Liu, Jialie Shen, Dacheng Tao

IEEE Trans. Image Process., 2015

Content-Based Visual Landmark Search via Multimodal Hypergraph Learning.

Lei Zhu, Jialie Shen, Hai Jin, Ran Zheng, Liang Xie

IEEE Trans. Cybern., 2015

Facilitating Image Search With a Scalable and Compact Semantic Mapping.

Meng Wang, Weisheng Li, Dong Liu, Bingbing Ni, Jialie Shen, Shuicheng Yan

IEEE Trans. Cybern., 2015

On robust image spam filtering via comprehensive visual modeling.

Jialie Shen, Robert H. Deng, Zhiyong Cheng, Liqiang Nie, Shuicheng Yan

Pattern Recognit., 2015

VenueMusic: A Venue-Aware Music Recommender System.

Zhiyong Cheng, Jialie Shen

Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

Multidimensional Context Awareness in Mobile Devices.

Zhuo Wei, Robert H. Deng, Jialie Shen, Jixiang Zhu, Kun Ouyang, Yongdong Wu

Proceedings of the MultiMedia Modeling - 21st International Conference, 2015

Travel Recommendation via Author Topic Model Based Collaborative Filtering.

Shuhui Jiang, Xueming Qian, Jialie Shen, Tao Mei

Proceedings of the MultiMedia Modeling - 21st International Conference, 2015

Topic Hypergraph Hashing for Mobile Image Retrieval.

Lei Zhu, Jialie Shen, Liang Xie

Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Automatic Accident Detection and Alarm System.

Zhuo Wei, Swee-Won Lo, Yu Liang, Tieyan Li, Jialie Shen, Robert H. Deng

Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Social Tag Relevance Estimation via Ranking-Oriented Neighbour Voting.

Chaoran Cui, Jialie Shen, Jun Ma, Tao Lian

Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

EMIF: Towards a Scalable and Effective Indexing Framework for Large Scale Music Retrieval.

Jialie Shen, Tao Mei, Dacheng Tao, Xuelong Li, Yong Rui

Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

R2FP: Rich and Robust Feature Pooling for Mining Visual Data.

Wei Xiong, Bo Du, Lefei Zhang, Ruimin Hu, Wei Bian, Jialie Shen, Dacheng Tao

Proceedings of the 2015 IEEE International Conference on Data Mining, 2015

2014

Learning to Recommend Descriptive Tags for Questions in Social Forums.

Liqiang Nie, Yi-Liang Zhao, Xiangyu Wang, Jialie Shen, Tat-Seng Chua

ACM Trans. Inf. Syst., 2014

Representative Discovery of Structure Cues for Weakly-Supervised Image Segmentation.

Luming Zhang, Yue Gao, Yingjie Xia, Ke Lu, Jialie Shen, Rongrong Ji

IEEE Trans. Multim., 2014

A multi-dimensional image quality prediction model for user-generated images in social networks.

You Yang, Xu Wang, Tao Guan, Jialie Shen, Li Yu

Inf. Sci., 2014

SoMeRA 2014: social media retrieval and analysis workshop.

Markus Schedl, Peter Knees, Jialie Shen

Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

WenZher: comprehensive vertical search for healthcare domain.

Liqiang Nie, Tao Li, Mohammad Akbari, Jialie Shen, Tat-Seng Chua

Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Just-for-me: an adaptive personalization system for location-aware social music recommendation.

Zhiyong Cheng, Jialie Shen, Tao Mei

Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

The Evolution of Research on Multimedia Travel Guide Search and Recommender Systems.

Junge Shen, Zhiyong Cheng, Jialie Shen, Tao Mei, Xinbo Gao

Proceedings of the MultiMedia Modeling - 20th Anniversary International Conference, 2014

Just-for-Me: An Adaptive Personalization System for Location-Aware Social Music Recommendation.

Zhiyong Cheng, Jialie Shen

Proceedings of the International Conference on Multimedia Retrieval, 2014

Mobile visual search via hievarchical sparse coding.

Xiyu Yang, Lianli Liu, Xueming Qian, Tao Mei, Jialie Shen, Qi Tian

Proceedings of the IEEE International Conference on Multimedia and Expo, 2014

Influences of Influential Users: An Empirical Study of Music Social Network.

Jing Ren, Zhiyong Cheng, Jialie Shen, Feida Zhu

Proceedings of the International Conference on Internet Multimedia Computing and Service, 2014

2013

Query-Document-Dependent Fusion: A Case Study of Multimodal Music Retrieval.

Zhonghua Li, Bingjun Zhang, Yi Yu, Jialie Shen, Ye Wang

IEEE Trans. Multim., 2013

Visual-Textual Joint Relevance Learning for Tag-Based Social Image Search.

Yue Gao, Meng Wang, Zheng-Jun Zha, Jialie Shen, Xuelong Li, Xindong Wu

IEEE Trans. Image Process., 2013

Robust Image Analysis With Sparse Representation on Quantized Visual Features.

Bing-Kun Bao, Guangyu Zhu, Jialie Shen, Shuicheng Yan

IEEE Trans. Image Process., 2013

Image collection summarization via dictionary learning for sparse representation.

Chunlei Yang, Jialie Shen, Jinye Peng, Jianping Fan

Pattern Recognit., 2013

Multimedia recommendation: technology and techniques.

Jialie Shen, Meng Wang, Shuicheng Yan, Peng Cui

Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

Building a Large Scale Test Collection for Effective Benchmarking of Mobile Landmark Search.

Zhiyong Cheng, Jing Ren, Jialie Shen, Haiyan Miao

Proceedings of the Advances in Multimedia Modeling, 19th International Conference, 2013

Towards next generation multimedia recommendation systems.

Jialie Shen, Xian-Sheng Hua, Emre Sargin

Proceedings of the ACM Multimedia Conference, 2013

Towards efficient sparse coding for scalable image annotation.

Junshi Huang, Hairong Liu, Jialie Shen, Shuicheng Yan

Proceedings of the ACM Multimedia Conference, 2013

Technique for authenticating H.264/SVC streams in surveillance applications.

Zhuo Wei, Robert H. Deng, Jialie Shen, Yongdong Wu, Xuhua Ding, Swee-Won Lo

Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, 2013

2012

k-Partite graph reinforcement and its application in multimedia information retrieval.

Yue Gao, Meng Wang, Rongrong Ji, Zheng-Jun Zha, Jialie Shen

Inf. Sci., 2012

Modeling concept dynamics for large scale music search.

Jialie Shen, HweeHwa Pang, Meng Wang, Shuicheng Yan

Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

NBS: A Network-Bandwidth-Aware Streaming Version Switcher for Mobile Streaming Applications under Fuzzy Logic Control.

PengCheng Xiong, Jialie Shen, Qingyang Wang, Deepal Jayasinghe, Jack Li, Calton Pu

Proceedings of the 2012 IEEE First International Conference on Mobile Services, 2012

View-based 3D object retrieval by bipartite graph matching.

Yue Wen, Yue Gao, Richang Hong, Huan-Bo Luan, Qiong Liu, Jialie Shen, Rongrong Ji

Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Multimedia recommendation.

Jialie Shen, Meng Wang, Shuicheng Yan, Peng Cui

Proceedings of the 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012

Predicting Image Popularity in an Incomplete Social Media Community by a Weighted Bi-partite Graph.

Xiang Niu, Lusong Li, Tao Mei, Jialie Shen, Ke Xu

Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012

Obfuscating the Topical Intention in Enterprise Text Search.

HweeHwa Pang, Xiaokui Xiao, Jialie Shen

Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

Text Mining in Multimedia.

Zheng-Jun Zha, Meng Wang, Jialie Shen, Tat-Seng Chua

Proceedings of the Mining Text Data, 2012

2011

Personalized video similarity measure.

Jialie Shen, Zhiyong Cheng

Multim. Syst., 2011

Optimizing multimodal reranking for web image search.

Hao Li, Meng Wang, Zhisheng Li, Zheng-Jun Zha, Jialie Shen

Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Effective summarization of large-scale web images.

Chunlei Yang, Jialie Shen, Jianping Fan

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

Multimedia tagging: past, present and future.

Jialie Shen, Meng Wang, Shuicheng Yan, Xian-Sheng Hua

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

Tag-based social image search with visual-text joint hypergraph learning.

Yue Gao, Meng Wang, Huan-Bo Luan, Jialie Shen, Shuicheng Yan, Dacheng Tao

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

Probabilistic indexing of media sequences.

Jialie Shen, Meng Wang, Shuicheng Yan, Qi Tian

Proceedings of the ICIMCS 2011, 2011

The effects of heterogeneous information combination on large scale social image search.

Zhiyong Cheng, Jing Ren, Jialie Shen, Haiyan Miao

Proceedings of the ICIMCS 2011, 2011

Efficient Subspace Segmentation via Quadratic Programming.

Shusen Wang, Xiaotong Yuan, Tiansheng Yao, Shuicheng Yan, Jialie Shen

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

2010

Privacy-preserving similarity-based text retrieval.

HweeHwa Pang, Jialie Shen, Ramayya Krishnan

ACM Trans. Internet Techn., 2010

Does sampling influence customers in online retailing of digital music?

Nan Hu, Ling Liu, Indranil Bose, Jialie Shen

Inf. Syst. E Bus. Manag., 2010

Effective music tagging through advanced statistical modeling.

Jialie Shen, Wang Meng, Shuicheng Yan, HweeHwa Pang, Xian-Sheng Hua

Proceedings of the Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2010

Large Scale Rich Media Information Search: Challenges and Opportunities.

Zhiyong Cheng, Jialie Shen

Proceedings of the Advances in Multimedia Information Processing - PCM 2010, 2010

Dual Phase Learning for Large Scale Video Gait Recognition.

Jialie Shen, HweeHwa Pang, Dacheng Tao, Xuelong Li

Proceedings of the Advances in Multimedia Modeling, 2010

Cast2Face: character identification in movie with actor-character correspondence.

Mengdi Xu, Xiaotong Yuan, Jialie Shen, Shuicheng Yan

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

Intelligent query: open another door to 3d object retrieval.

Yue Gao, Meng Wang, Jialie Shen, Qionghai Dai, Naiyao Zhang

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

Weakly-supervised hashing in kernel space.

Yadong Mu, Jialie Shen, Shuicheng Yan

Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009

Log-Linear Regression.

Jialie Shen

Proceedings of the Encyclopedia of Database Systems, 2009

Linear Regression.

Jialie Shen

Proceedings of the Encyclopedia of Database Systems, 2009

A novel framework for efficient automated singer identification in large music databases.

Jialie Shen, John Shepherd, Bin Cui, Kian-Lee Tan

ACM Trans. Inf. Syst., 2009

QUC-Tree: Integrating Query Context Information for Efficient Music Retrieval.

Jialie Shen, Dacheng Tao, Xuelong Li

IEEE Trans. Multim., 2009

Visual information analysis for security.

Dacheng Tao, Yuan Yuan, Jialie Shen, Kaiqi Huang, Xuelong Li

Signal Process., 2009

Stochastic modeling western paintings for effective classification.

Jialie Shen

Pattern Recognit., 2009

Robust Semantic Concept Detection in Large Video Collections.

Jialie Shen, Dacheng Tao, Xuelong Li

Proceedings of the IEEE International Conference on Systems, 2009

CompositeMap: a novel framework for music similarity measure.

Bingjun Zhang, Jialie Shen, Qiaoliang Xiang, Ye Wang

Proceedings of the 32nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2009

CompositeMap: a novel music similarity measure for personalized multimodal music search.

Bingjun Zhang, Qiaoliang Xiang, Ye Wang, Jialie Shen

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

Comprehensive query-dependent fusion using regression-on-folksonomies: a case study of multimodal music search.

Bingjun Zhang, Qiaoliang Xiang, Huanhuan Lu, Jialie Shen, Ye Wang

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

Exploiting Intensity Inhomogeneity to Extract Textured Objects from Natural Scenes.

Jundi Ding, Jialie Shen, HweeHwa Pang, Songcan Chen, Jing-Yu Yang

Proceedings of the Computer Vision, 2009

Setting discrete bid levels adaptively in repeated auctions.

Jilian Zhang, Hoong Chuin Lau, Jialie Shen

Proceedings of the 11th International Conference on Electronic Commerce 2009, 2009

2008

Bayesian Tensor Approach for 3-D Face Modeling.

Dacheng Tao, Mingli Song, Xuelong Li, Jialie Shen, Jimeng Sun, Xindong Wu, Christos Faloutsos, Stephen J. Maybank

IEEE Trans. Circuits Syst. Video Technol., 2008

Modality Mixture Projections for Semantic Video Event Detection.

Jialie Shen, Dacheng Tao, Xuelong Li

IEEE Trans. Circuits Syst. Video Technol., 2008

Guest editorial: Special issue on multimedia information retrieval.

Dacheng Tao, Jialie Shen, Xuelong Li

Int. J. Imaging Syst. Technol., 2008

How to influence my customers?: the impact of electronic market design.

Nan Hu, Ling Liu, Bin Chen, Jialie Shen

Proceedings of the 17th International Conference on World Wide Web, 2008

Towards Efficient and Flexible KNN Query Processing in Real-Life Road Networks.

Yang Lu, Bin Cui, Jiakui Zhao, Hua Lu, Jialie Shen

Proceedings of the Ninth International Conference on Web-Age Information Management, 2008

Effective video event detection via subspace projection.

Jialie Shen, Dacheng Tao, Xuelong Li

Proceedings of the International Workshop on Multimedia Signal Processing, 2008

Distribution-based similarity measures for multi-dimensional point set retrieval applications.

Jie Shao, Zi Huang, Heng Tao Shen, Jialie Shen, Xiaofang Zhou

Proceedings of the 16th International Conference on Multimedia 2008, 2008

Bayesian tensor analysis.

Dacheng Tao, Jimeng Sun, Jialie Shen, Xindong Wu, Xuelong Li, Stephen J. Maybank, Christos Faloutsos

Proceedings of the International Joint Conference on Neural Networks, 2008

2007

An Empirical Study of Query Effectiveness Improvement via Multiple Visual Feature Integration.

Jialie Shen, John Shepherd, Anne H. H. Ngu

Int. J. Image Graph., 2007

QueST: querying music databases by acoustic and textual features.

Bin Cui, Ling Liu, Calton Pu, Jialie Shen, Kian-Lee Tan

Proceedings of the 15th International Conference on Multimedia 2007, 2007

Probabilistic Tensor Analysis with Akaike and Bayesian Information Criteria.

Dacheng Tao, Jimeng Sun, Xindong Wu, Xuelong Li, Jialie Shen, Stephen J. Maybank, Christos Faloutsos

Proceedings of the Neural Information Processing, 14th International Conference, 2007

2006

Towards Effective Content-Based Music Retrieval With Multiple Acoustic Feature Combination.

Jialie Shen, John Shepherd, Anne H. H. Ngu

IEEE Trans. Multim., 2006

InMAF: indexing music databases via multiple acoustic features.

Jialie Shen, John Shepherd, Anne H. H. Ngu

Proceedings of the ACM SIGMOD International Conference on Management of Data, 2006

Towards efficient automated singer identification in large music databases.

Jialie Shen, Bin Cui, John Shepherd, Kian-Lee Tan

Proceedings of the SIGIR 2006: Proceedings of the 29th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, 2006

Efficient benchmarking of content-based image retrieval via resampling.

Jialie Shen, John Shepherd

Proceedings of the 14th ACM International Conference on Multimedia, 2006

Exploring composite acoustic features for efficient music similarity query.

Bin Cui, Jialie Shen, Gao Cong, Heng Tao Shen, Cui Yu

Proceedings of the 14th ACM International Conference on Multimedia, 2006

HSI: A Novel Framework for Efficient Automated Singer Identification in Large Music Database.

Jialie Shen, John Shepherd, Bin Cui, Kian-Lee Tan

Proceedings of the 22nd International Conference on Data Engineering, 2006

An Agent-Based Approach for Cooperative Data Management.

ChunYu Miao, Meilin Shi, Jialie Shen

Proceedings of the Frontiers of WWW Research and Development, 2006

2005

Semantic-Sensitive Classification for Large Image Libraries.

Jialie Shen, John Shepherd, Anne H. H. Ngu

Proceedings of the 11th International Conference on Multi Media Modeling (MMM 2005), 2005

On Effective E-mail Classification via Neural Networks.

Bin Cui, Anirban Mondal, Jialie Shen, Gao Cong, Kian-Lee Tan

Proceedings of the Database and Expert Systems Applications, 16th International Conference, 2005

On Efficient Music Genre Classification.

Jialie Shen, John Shepherd, Anne H. H. Ngu

Proceedings of the Database Systems for Advanced Applications, 2005

Exploring Bit-Difference for Approximate KNN Search in High-dimensional Databases.

Bin Cui, Heng Tao Shen, Jialie Shen, Kian-Lee Tan

Proceedings of the Database Technologies 2005, 2005

2004

Improving Query Effectiveness for Large Image Databases with Multiple Visual Feature Combination.

Jialie Shen, John Shepherd, Anne H. H. Ngu, Du Q. Huynh

Proceedings of the Database Systems for Advances Applications, 2004

Integrating heterogeneous reatures for efficient content based music retrieval.

Jialie Shen, John Shepherd, Anne H. H. Ngu

Proceedings of the 2004 ACM CIKM International Conference on Information and Knowledge Management, 2004

2003

CMVF: A Novel Dimension Reduction Scheme for Efficient Indexing in A Large Image Database.

Jialie Shen, Anne H. H. Ngu, John Shepherd, Du Q. Huynh, Quan Z. Sheng

Proceedings of the 2003 ACM SIGMOD International Conference on Management of Data, 2003