Jialie Shen - RankMe

191 papers A* 55A 5B 10C 4Misc 1Journal 85Unranked 25

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A Plug-and-Play Model-Agnostic Embedding Enhancement Approach for Explainable Recommendation. IEEE Trans. Multim. Yunqi Mi, Boyang Yan, Guoshuai Zhao, Jialie Shen, Xueming Qian
2026	J	`jnl`	Dual transferable knowledge interaction for source-free domain adaptation. Inf. Process. Manag. Mengmeng Zhan, Zongqian Wu, Jiaying Yang, Lin Peng, Jialie Shen, Xiaofeng Zhu
2026	A*	`conf`	Whole-Field Action Sensing via Wearable Single-Channel EMG Sensors and Resource-Efficient Motion Network. AAAI Xuanming Jiang, Dingyu Nie, Baoyi An, Yuzhe Zheng, Yichuan Mao, Jialie Shen, Xueming Qian, Zhiwen Jin, Wei Lan, Guoshuai Zhao
2025	J	`jnl`	A Model-agnostic Strategy to Mitigate Embedding Degradation in Personalized Federated Recommendation. CoRR Jiakui Shen, Yunqi Mi, Guoshuai Zhao, Jialie Shen, Xueming Qian
2025	J	`jnl`	A Plug-and-play Model-agnostic Embedding Enhancement Approach for Explainable Recommendation. CoRR Yunqi Mi, Boyang Yan, Guoshuai Zhao, Jialie Shen, Xueming Qian
2025	J	`jnl`	A Scenario-Oriented Survey of Federated Recommender Systems: Techniques, Challenges, and Future Directions. CoRR Yunqi Mi, Jiakui Shen, Guoshuai Zhao, Jialie Shen, Xueming Qian
2025	J	`jnl`	ARM2: Adaptive Reasoning Model with Vision Understanding and Executable Code. CoRR Jian Xie, Zhendong Chu, Aoxiao Zhong, Kaiyi Zhang, Mingzhe Han, Xing Fan, Jialie Shen, Qingsong Wen
2025	J	`jnl`	BAUODNET for Class Imbalance Learning in Underwater Object Detection. IEEE Trans. Emerg. Top. Comput. Intell. Long Chen, Haohan Yu, Xirui Dong, Yaxin Li, Jialie Shen, Jiangrong Shen, Qi Xu
2025	A*	`conf`	Decision Mixer: Integrating Long-term and Local Dependencies via Dynamic Token Selection for Decision-Making. ICML Hongling Zheng, Li Shen, Yong Luo, Deheng Ye, Bo Du, Jialie Shen, Dacheng Tao
2025	A*	`conf`	Ear with Eye: Lightweight Multimodal Audio-Visual Network Inspired by Bionic Structures. ACM Multimedia Xuanming Jiang, Baoyi An, Zhengwei Zou, Dingyu Nie, Jialie Shen, Xueming Qian, Guoshuai Zhao
2025	A*	`conf`	Ex Pede Herculem, Predicting Global Actionness Curve from Local Clips. ACM Multimedia Xu Chen, Yang Li, Yahong Han, Jialie Shen
2025	J	`jnl`	Exploring Spectral Characteristics for Single Image Reflection Removal. CoRR Pengbo Guo, Chengxu Liu, Guoshuai Zhao, Xingsong Hou, Jialie Shen, Xueming Qian
2025	J	`jnl`	Federated Consistency- and Complementarity-aware Consensus-enhanced Recommendation. CoRR Yunqi Mi, Boyang Yan, Guoshuai Zhao, Jialie Shen, Xueming Qian
2025	J	`jnl`	GSyncCode: Geometry Synchronous Hidden Code for One-step Photography Decoding. ACM Trans. Multim. Comput. Commun. Appl. Chengxin Zhao, Hefei Ling, Jialie Shen, Han Fang, Sijing Xie, Yaokun Fang, Zongyi Li, Ping Li
2025	J	`jnl`	Introduction to the Special Issue on Deep Multimodal Generation and Retrieval. ACM Trans. Multim. Comput. Commun. Appl. Hao Fei, Wei Ji, Yinwei Wei, Zhedong Zheng, Jialie Shen, Alan Hanjalic, Roger Zimmermann
2025	J	`jnl`	Large Language Model Empowered Recommendation Meets All-domain Continual Pre-Training. CoRR Haokai Ma, Yunshan Ma, Ruobing Xie, Lei Meng, Jialie Shen, Xingwu Sun, Zhanhui Kang, Tat-Seng Chua
2025	A*	`conf`	MTGA: Multi-View Temporal Granularity Aligned Aggregation for Event-Based Lip-Reading. AAAI Wenhao Zhang, Jun Wang, Yong Luo, Lei Yu, Wei Yu, Zheng He, Jialie Shen
2025	J	`jnl`	Optimizing domain-generalizable ReID through non-parametric normalization. Pattern Recognit. Amran Bhuiyan, Aijun An, Jimmy Xiangji Huang, Jialie Shen
2025	J	`jnl`	Self-Navigated Residual Mamba for Universal Industrial Anomaly Detection. CoRR Hanxi Li, Jingqi Wu, Lin Yuanbo Wu, Mingliang Li, Deyin Liu, Jialie Shen, Chunhua Shen
2025	—	`conf`	Sequence-augmented Conversational Recommendation System Based on Diffusion Models for Personalized Cultural Exploration. MMAsia Lun Tan, Jun Gong, Jiakui Shen, Yunqi Mi, Guoshuai Zhao, Jialie Shen, Xueming Qian
2025	—	`conf`	The Impact of Generative AI in Renewable Energy Applications. CIC Jialie Shen, Haiyan Miao, Fengshou Gu
2025	—	`conf`	Tie-Breaking Conflict-Ease Cross-Modal Hashing. ICIPW Changchang Sun, Jialie Shen, Gaowen Liu, Aihua Zheng, Yan Yan
2025	J	`jnl`	Unleashing Hierarchical Reasoning: An LLM-Driven Framework for Training-Free Referring Video Object Segmentation. CoRR Bingrui Zhao, Lin Yuanbo Wu, Xiangtian Fan, Deyin Liu, Lu Zhang, Ruyi He, Jialie Shen, Ximing Li
2024	A*	`conf`	Decomposed Prompt Decision Transformer for Efficient Unseen Task Generalization. NeurIPS Hongling Zheng, Li Shen, Yong Luo, Tongliang Liu, Jialie Shen, Dacheng Tao
2024	J	`jnl`	Domain-Oriented Knowledge Transfer for Cross-Domain Recommendation. IEEE Trans. Multim. Guoshuai Zhao, Xiaolong Zhang, Hao Tang, Jialie Shen, Xueming Qian
2024	J	`jnl`	GRLC: Graph Representation Learning With Constraints. IEEE Trans. Neural Networks Learn. Syst. Liang Peng, Yujie Mo, Jie Xu, Jialie Shen, Xiaoshuang Shi, Xiaoxiao Li, Heng Tao Shen, Xiaofeng Zhu
2024	—	`conf`	Harnessing Deep Learning for Fault Detection in Industry 4.0: A Multimodal Approach. CogMI Jialie Shen, Marie Morrison, Haiyan Miao, Fengshou Gu
2024	J	`jnl`	Improving Conversational Recommendation System Through Personalized Preference Modeling and Knowledge Graph. IEEE Trans. Knowl. Data Eng. Feng Wu, Guoshuai Zhao, Tengjiao Li, Jialie Shen, Xueming Qian
2024	J	`jnl`	LM-Metric: Learned pair weighting and contextual memory for deep metric learning. Pattern Recognit. Shiyang Yan, Lin Xu, Xinyao Shu, Zhenyu Lu, Jialie Shen
2024	A*	`conf`	On Which Nodes Does GCN Fail? Enhancing GCN From the Node Perspective. ICML Jincheng Huang, Jialie Shen, Xiaoshuang Shi, Xiaofeng Zhu
2023	J	`jnl`	Adaptive Multi-Modality Prompt Learning. CoRR Zongqian Wu, Yujing Liu, Mengmeng Zhan, Jialie Shen, Ping Hu, Xiaofeng Zhu
2023	A*	`conf`	Disentangled Multiplex Graph Representation Learning. ICML Yujie Mo, Yajie Lei, Jialie Shen, Xiaoshuang Shi, Heng Tao Shen, Xiaofeng Zhu
2023	J	`jnl`	Efficient Query-based Black-box Attack against Cross-modal Hashing Retrieval. ACM Trans. Inf. Syst. Lei Zhu, Tianshi Wang, Jingjing Li, Zheng Zhang, Jialie Shen, Xinhua Wang
2023	J	`jnl`	Generative Metric Learning for Adversarially Robust Open-world Person Re-Identification. ACM Trans. Multim. Comput. Commun. Appl. Deyin Liu, Lin Wu, Richang Hong, Zongyuan Ge, Jialie Shen, Farid Boussaïd, Mohammed Bennamoun
2023	A*	`conf`	LGViT: Dynamic Early Exiting for Accelerating Vision Transformer. ACM Multimedia Guanyu Xu, Jiawei Hao, Li Shen, Han Hu, Yong Luo, Hui Lin, Jialie Shen
2023	J	`jnl`	LGViT: Dynamic Early Exiting for Accelerating Vision Transformer. CoRR Guanyu Xu, Jiawei Hao, Li Shen, Han Hu, Yong Luo, Hui Lin, Jialie Shen
2023	J	`jnl`	Neighbor-Guided Consistent and Contrastive Learning for Semi-Supervised Action Recognition. IEEE Trans. Image Process. Jianlong Wu, Wei Sun, Tian Gan, Ning Ding, Feijun Jiang, Jialie Shen, Liqiang Nie
2023	A*	`conf`	Rethinking the Localization in Weakly Supervised Object Localization. ACM Multimedia Rui Xu, Yong Luo, Han Hu, Bo Du, Jialie Shen, Yonggang Wen
2023	J	`jnl`	Rethinking the Localization in Weakly Supervised Object Localization. CoRR Rui Xu, Yong Luo, Han Hu, Bo Du, Jialie Shen, Yonggang Wen
2023	—	`conf`	Scalable Multimodal Learning and Multimedia Recommendation. CIC Jialie Shen, Marie Morrison, Zhu Li
2022	J	`jnl`	Mixture Distribution Graph Network for Few Shot Learning. IEEE Trans. Cogn. Dev. Syst. Baiyan Zhang, Hefei Ling, Jialie Shen, Qian Wang, Jie Lei, Yuxuan Shi, Lei Wu, Ping Li
2022	J	`jnl`	Multimodal Marketing Intent Analysis for Effective Targeted Advertising. IEEE Trans. Multim. Lu Zhang, Jialie Shen, Jian Zhang, Jingsong Xu, Zhibin Li, Yazhou Yao, Litao Yu
2022	J	`jnl`	Pseudo-Pair Based Self-Similarity Learning for Unsupervised Person Re-Identification. IEEE Trans. Image Process. Lin Wu, Deyin Liu, Wenying Zhang, Dapeng Chen, Zongyuan Ge, Farid Boussaïd, Mohammed Bennamoun, Jialie Shen
2022	J	`jnl`	Pseudo-Pair based Self-Similarity Learning for Unsupervised Person Re-identification. CoRR Lin Wu, Deyin Liu, Wenying Zhang, Dapeng Chen, Zongyuan Ge, Farid Boussaïd, Mohammed Bennamoun, Jialie Shen
2022	J	`jnl`	Unsupervised Image and Text Fusion for Travel Information Enhancement. IEEE Trans. Multim. Lu Zhang, Jingsong Xu, Yongshun Gong, Litao Yu, Jian Zhang, Jialie Shen
2021	J	`jnl`	A new context-aware approach for automatic Chinese poetry generation. Knowl. Based Syst. Tian Gao, Shanliang Zhu, Jing Liu, Jun Shen, Jialie Shen, Shuguo Yang, Pengcheng Xiong
2021	J	`jnl`	Adaptive and Robust Partition Learning for Person Retrieval With Policy Gradient. IEEE Trans. Multim. Yuxuan Shi, Zhen Wei, Hefei Ling, Ziyang Wang, Pengfei Zhu, Jialie Shen, Ping Li
2021	J	`jnl`	BBAS: Towards large scale effective ensemble adversarial attacks against deep neural network learning. Inf. Sci. Jialie Shen, Neil Robertson
2021	J	`jnl`	CCMR: A Classic-enriched Connotation-aware Music Retrieval System on Social Media with Visual Inputs. Soc. Netw. Anal. Min. Lanyu Shang, Daniel Yue Zhang, Jialie Shen, Eamon Lopez Marmion, Dong Wang
2021	J	`jnl`	Global motion estimation with iterative optimization-based independent univariate model for action recognition. Pattern Recognit. Lifang Wu, Zhou Yang, Meng Jian, Jialie Shen, Yuchen Yang, Xianglong Lang
2021	A	`conf`	Incorporating Multimodal Cues for Advertorial Discovery. ICME Lu Zhang, Jian Zhang, Jialie Shen, Jingsong Xu, Zhibin Li, Litao Yu
2021	A*	`conf`	Inferring Emotion from Large-scale Internet Voice Data: A Semi-supervised Curriculum Augmentation based Deep Learning Approach. AAAI Suping Zhou, Jia Jia, Zhiyong Wu, Zhihan Yang, Yanfeng Wang, Wei Chen, Fanbo Meng, Shuo Huang, Jialie Shen, Xiaochuan Wang
2021	J	`jnl`	Latent label mining for group activity recognition in basketball videos. IET Image Process. Lifang Wu, Zeyu Li, Ye Xiang, Meng Jian, Jialie Shen
2021	J	`jnl`	Person Retrieval in Surveillance Videos Via Deep Attribute Mining and Reasoning. IEEE Trans. Multim. Yuxuan Shi, Zhen Wei, Hefei Ling, Ziyang Wang, Jialie Shen, Ping Li
2020	B	`conf`	A New Automatic Chinese Poetry Generation Model Based On Neural Network. SERVICES Tian Gao, Pengcheng Xiong, Jialie Shen
2020	B	`conf`	CaMR: Towards Connotation-aware Music Retrieval on Social Media with Visual Inputs. ASONAM Lanyu Shang, Daniel Yue Zhang, Siamul Karim Khan, Jialie Shen, Dong Wang
2020	J	`jnl`	Enhancing Sketch-Based Image Retrieval by CNN Semantic Re-ranking. IEEE Trans. Cybern. Luo Wang, Xueming Qian, Yuting Zhang, Jialie Shen, Xiaochun Cao
2020	—	`conf`	Inferring Emphasis for Real Voice Data: An Attentive Multimodal Neural Network Approach. MMM (2) Suping Zhou, Jia Jia, Long Zhang, Yanfeng Wang, Wei Chen, Fanbo Meng, Fei Yu, Jialie Shen
2020	J	`jnl`	Learning refined attribute-aligned network with attribute selection for person re-identification. Neurocomputing Yuxuan Shi, Hefei Ling, Lei Wu, Jialie Shen, Ping Li
2020	—	`conf`	Online Intelligent Music Recommendation: The Opportunity and Challenge for People Well-Being Improvement. CogMI Jialie Shen, Karen Rafferty, Jia Jia
2020	J	`jnl`	Semantics-aware influence maximization in social networks. Inf. Sci. Yipeng Chen, Qiang Qu, Yuanxiang Ying, Hongyan Li, Jialie Shen
2019	J	`jnl`	Exploring Representativeness and Informativeness for Active Learning. CoRR Bo Du, Zengmao Wang, Lefei Zhang, Liangpei Zhang, Wei Liu, Jialie Shen, Dacheng Tao
2019	J	`jnl`	Fashion recommendations through cross-media information retrieval. J. Vis. Commun. Image Represent. Wei Zhou, P. Y. Mok, Yanghong Zhou, Yangping Zhou, Jialie Shen, Qiang Qu, K. P. Chau
2019	A	`conf`	NAIRS: A Neural Attentive Interpretable Recommendation System. WSDM Shuai Yu, Yongbo Wang, Min Yang, Baocheng Li, Qiang Qu, Jialie Shen
2019	J	`jnl`	NAIRS: A Neural Attentive Interpretable Recommendation System. CoRR Shuai Yu, Yongbo Wang, Min Yang, Baocheng Li, Qiang Qu, Jialie Shen
2019	—	`conf`	The 2019 Multimedia for Recommender System Task: MovieREC and NewsREEL at MediaEval. MediaEval Yashar Deldjoo, Benny Kille, Markus Schedl, Andreas Lommatzsch, Jialie Shen
2019	J	`jnl`	Toward efficient indexing structure for scalable content-based music retrieval. Multim. Syst. Jialie Shen, Tao Mei, Qiang Qu, Dacheng Tao, Yong Rui
2019	A*	`conf`	Understanding the Teaching Styles by an Attention based Multi-task Cross-media Dimensional Modeling. ACM Multimedia Suping Zhou, Jia Jia, Yufeng Yin, Xiang Li, Yang Yao, Ying Zhang, Zeyang Ye, Kehua Lei, Yan Huang, Jialie Shen
2019	J	`jnl`	Understanding the Teaching Styles by an Attention based Multi-task Cross-media Dimensional modelling. CoRR Suping Zhou, Jia Jia, Yufeng Yin, Xiang Li, Yang Yao, Ying Zhang, Zeyang Ye, Kehua Lei, Yan Huang, Jialie Shen
2018	J	`jnl`	Learning to rank images for complex queries in concept-based search. Neurocomputing Chaoran Cui, Jialie Shen, Zhumin Chen, Shuaiqiang Wang, Jun Ma
2018	—	`ch.`	Linear Regression. Encyclopedia of Database Systems (2nd ed.) Jialie Shen
2018	—	`ch.`	Log-Linear Regression. Encyclopedia of Database Systems (2nd ed.) Jialie Shen
2018	A*	`conf`	Unsupervised Deep Hashing via Binary Latent Factor Models for Large-scale Cross-modal Retrieval. IJCAI Gengshen Wu, Zijia Lin, Jungong Han, Li Liu, Guiguang Ding, Baochang Zhang, Jialie Shen
2017	J	`jnl`	Augmented Collaborative Filtering for Sparseness Reduction in Personalized POI Recommendation. ACM Trans. Intell. Syst. Technol. Chaoran Cui, Jialie Shen, Liqiang Nie, Richang Hong, Jun Ma
2017	A*	`conf`	Dynamic Multi-View Hashing for Online Image Retrieval. IJCAI Liang Xie, Jialie Shen, Jungong Han, Lei Zhu, Ling Shao
2017	A*	`conf`	Exploiting Music Play Sequence for Music Recommendation. IJCAI Zhiyong Cheng, Jialie Shen, Lei Zhu, Mohan S. Kankanhalli, Liqiang Nie
2017	J	`jnl`	Exploring Representativeness and Informativeness for Active Learning. IEEE Trans. Cybern. Bo Du, Zengmao Wang, Lefei Zhang, Liangpei Zhang, Wei Liu, Jialie Shen, Dacheng Tao
2017	A*	`conf`	Exploring User-Specific Information in Music Retrieval. SIGIR Zhiyong Cheng, Jialie Shen, Liqiang Nie, Tat-Seng Chua, Mohan S. Kankanhalli
2017	J	`jnl`	Social tag relevance learning via ranking-oriented neighbor voting. Multim. Tools Appl. Chaoran Cui, Jialie Shen, Jun Ma, Tao Lian
2017	A*	`conf`	Unsupervised Deep Video Hashing with Balanced Rotation. IJCAI Gengshen Wu, Li Liu, Yuchen Guo, Guiguang Ding, Jungong Han, Jialie Shen, Ling Shao
2017	J	`jnl`	Unsupervised Topic Hypergraph Hashing for Efficient Mobile Image Retrieval. IEEE Trans. Cybern. Lei Zhu, Jialie Shen, Liang Xie, Zhiyong Cheng
2017	J	`jnl`	Unsupervised Visual Hashing with Semantic Assistant for Content-Based Image Retrieval. IEEE Trans. Knowl. Data Eng. Lei Zhu, Jialie Shen, Liang Xie, Zhiyong Cheng
2017	J	`jnl`	Version-sensitive mobile App recommendation. Inf. Sci. Da Cao, Liqiang Nie, Xiangnan He, Xiaochi Wei, Jialie Shen, Shunxiang Wu, Tat-Seng Chua
2016	J	`jnl`	Accurate online video tagging via probabilistic hybrid modeling. Multim. Syst. Jialie Shen, Meng Wang, Tat-Seng Chua
2016	J	`jnl`	Cast2Face: Assigning Character Names Onto Faces in Movie With Actor-Character Correspondence. IEEE Trans. Circuits Syst. Video Technol. Guangyu Gao, Mengdi Xu, Jialie Shen, Huadong Ma, Shuicheng Yan
2016	J	`jnl`	Landmark Reranking for Smart Travel Guide Systems by Combining and Analyzing Diverse Media. IEEE Trans. Syst. Man Cybern. Syst. Junge Shen, Jialie Shen, Tao Mei, Xinbo Gao
2016	A*	`conf`	Learning Compact Visual Representation with Canonical Views for Robust Mobile Landmark Search. IJCAI Lei Zhu, Jialie Shen, Xiaobai Liu, Liang Xie, Liqiang Nie
2016	J	`jnl`	On Effective Location-Aware Music Recommendation. ACM Trans. Inf. Syst. Zhiyong Cheng, Jialie Shen
2016	A*	`conf`	On Effective Personalized Music Retrieval by Exploring Online User Behaviors. SIGIR Zhiyong Cheng, Jialie Shen, Steven C. H. Hoi
2016	J	`jnl`	On very large scale test collection for landmark image search benchmarking. Signal Process. Zhiyong Cheng, Jialie Shen
2016	A*	`conf`	Online Cross-Modal Hashing for Web Image Retrieval. AAAI Liang Xie, Jialie Shen, Lei Zhu
2016	—	`conf`	Smart Ambient Sound Analysis via Structured Statistical Modeling. MMM (2) Jialie Shen, Liqiang Nie, Tat-Seng Chua
2016	J	`jnl`	The effects of multiple query evidences on social image retrieval. Multim. Syst. Zhiyong Cheng, Jialie Shen, Haiyan Miao
2016	—	`conf`	What Makes a Music Track Popular in Online Social Networks? WWW (Companion Volume) Jing Ren, Jialie Shen, Robert J. Kauffman
2016	A*	`conf`	Which Information Sources are More Effective and Reliable in Video Search. SIGIR Zhiyong Cheng, Xuanchong Li, Jialie Shen, Alexander G. Hauptmann
2015	J	`jnl`	Author Topic Model-Based Collaborative Filtering for Personalized POI Recommendations. IEEE Trans. Multim. Shuhui Jiang, Xueming Qian, Jialie Shen, Yun Fu, Tao Mei
2015	A*	`conf`	Automatic Accident Detection and Alarm System. ACM Multimedia Zhuo Wei, Swee-Won Lo, Yu Liang, Tieyan Li, Jialie Shen, Robert H. Deng
2015	J	`jnl`	Bridging the Vocabulary Gap between Health Seekers and Healthcare Knowledge. IEEE Trans. Knowl. Data Eng. Liqiang Nie, Yi-Liang Zhao, Mohammad Akbari, Jialie Shen, Tat-Seng Chua
2015	J	`jnl`	Content-Based Visual Landmark Search via Multimodal Hypergraph Learning. IEEE Trans. Cybern. Lei Zhu, Jialie Shen, Hai Jin, Ran Zheng, Liang Xie
2015	J	`jnl`	Dictionary Pair Learning on Grassmann Manifolds for Image Denoising. IEEE Trans. Image Process. Xianhua Zeng, Wei Bian, Wei Liu, Jialie Shen, Dacheng Tao
2015	B	`conf`	EMIF: Towards a Scalable and Effective Indexing Framework for Large Scale Music Retrieval. ICMR Jialie Shen, Tao Mei, Dacheng Tao, Xuelong Li, Yong Rui
2015	J	`jnl`	Facilitating Image Search With a Scalable and Compact Semantic Mapping. IEEE Trans. Cybern. Meng Wang, Weisheng Li, Dong Liu, Bingbing Ni, Jialie Shen, Shuicheng Yan
2015	J	`jnl`	Landmark Classification With Hierarchical Multi-Modal Exemplar Feature. IEEE Trans. Multim. Lei Zhu, Jialie Shen, Hai Jin, Liang Xie, Ran Zheng
2015	—	`conf`	Multidimensional Context Awareness in Mobile Devices. MMM (2) Zhuo Wei, Robert H. Deng, Jialie Shen, Jixiang Zhu, Kun Ouyang, Yongdong Wu
2015	J	`jnl`	On robust image spam filtering via comprehensive visual modeling. Pattern Recognit. Jialie Shen, Robert H. Deng, Zhiyong Cheng, Liqiang Nie, Shuicheng Yan
2015	A*	`conf`	R2FP: Rich and Robust Feature Pooling for Mining Visual Data. ICDM Wei Xiong, Bo Du, Lefei Zhang, Ruimin Hu, Wei Bian, Jialie Shen, Dacheng Tao
2015	A*	`conf`	Social Tag Relevance Estimation via Ranking-Oriented Neighbour Voting. ACM Multimedia Chaoran Cui, Jialie Shen, Jun Ma, Tao Lian
2015	A*	`conf`	Topic Hypergraph Hashing for Mobile Image Retrieval. ACM Multimedia Lei Zhu, Jialie Shen, Liang Xie
2015	—	`conf`	Travel Recommendation via Author Topic Model Based Collaborative Filtering. MMM (2) Shuhui Jiang, Xueming Qian, Jialie Shen, Tao Mei
2015	A*	`conf`	VenueMusic: A Venue-Aware Music Recommender System. SIGIR Zhiyong Cheng, Jialie Shen
2014	J	`jnl`	A multi-dimensional image quality prediction model for user-generated images in social networks. Inf. Sci. You Yang, Xu Wang, Tao Guan, Jialie Shen, Li Yu
2014	—	`conf`	Influences of Influential Users: An Empirical Study of Music Social Network. ICIMCS Jing Ren, Zhiyong Cheng, Jialie Shen, Feida Zhu
2014	B	`conf`	Just-for-Me: An Adaptive Personalization System for Location-Aware Social Music Recommendation. ICMR Zhiyong Cheng, Jialie Shen
2014	A*	`conf`	Just-for-me: an adaptive personalization system for location-aware social music recommendation. SIGIR Zhiyong Cheng, Jialie Shen, Tao Mei
2014	J	`jnl`	Learning to Recommend Descriptive Tags for Questions in Social Forums. ACM Trans. Inf. Syst. Liqiang Nie, Yi-Liang Zhao, Xiangyu Wang, Jialie Shen, Tat-Seng Chua
2014	A	`conf`	Mobile visual search via hievarchical sparse coding. ICME Xiyu Yang, Lianli Liu, Xueming Qian, Tao Mei, Jialie Shen, Qi Tian
2014	J	`jnl`	Representative Discovery of Structure Cues for Weakly-Supervised Image Segmentation. IEEE Trans. Multim. Luming Zhang, Yue Gao, Yingjie Xia, Ke Lu, Jialie Shen, Rongrong Ji
2014	A*	`conf`	SoMeRA 2014: social media retrieval and analysis workshop. SIGIR Markus Schedl, Peter Knees, Jialie Shen
2014	—	`ed.`	SoMeRA'14, Proceedings of the First ACM International Workshop on Social Media Retrieval and Analysis, July 11, 2014, Gold Coast, Queensland, Australia SoMeRA@SIGIR Markus Schedl, Peter Knees, Jialie Shen
2014	—	`conf`	The Evolution of Research on Multimedia Travel Guide Search and Recommender Systems. MMM (2) Junge Shen, Zhiyong Cheng, Jialie Shen, Tao Mei, Xinbo Gao
2014	A*	`conf`	WenZher: comprehensive vertical search for healthcare domain. SIGIR Liqiang Nie, Tao Li, Mohammad Akbari, Jialie Shen, Tat-Seng Chua
2013	—	`conf`	Building a Large Scale Test Collection for Effective Benchmarking of Mobile Landmark Search. MMM (2) Zhiyong Cheng, Jing Ren, Jialie Shen, Haiyan Miao
2013	J	`jnl`	Image collection summarization via dictionary learning for sparse representation. Pattern Recognit. Chunlei Yang, Jialie Shen, Jinye Peng, Jianping Fan
2013	A*	`conf`	Multimedia recommendation: technology and techniques. SIGIR Jialie Shen, Meng Wang, Shuicheng Yan, Peng Cui
2013	J	`jnl`	Query-Document-Dependent Fusion: A Case Study of Multimodal Music Retrieval. IEEE Trans. Multim. Zhonghua Li, Bingjun Zhang, Yi Yu, Jialie Shen, Ye Wang
2013	J	`jnl`	Robust Image Analysis With Sparse Representation on Quantized Visual Features. IEEE Trans. Image Process. Bing-Kun Bao, Guangyu Zhu, Jialie Shen, Shuicheng Yan
2013	—	`conf`	Technique for authenticating H.264/SVC streams in surveillance applications. ICME Workshops Zhuo Wei, Robert H. Deng, Jialie Shen, Yongdong Wu, Xuhua Ding, Swee-Won Lo
2013	A*	`conf`	Towards efficient sparse coding for scalable image annotation. ACM Multimedia Junshi Huang, Hairong Liu, Jialie Shen, Shuicheng Yan
2013	A*	`conf`	Towards next generation multimedia recommendation systems. ACM Multimedia Jialie Shen, Xian-Sheng Hua, Emre Sargin
2013	J	`jnl`	Visual-Textual Joint Relevance Learning for Tag-Based Social Image Search. IEEE Trans. Image Process. Yue Gao, Meng Wang, Zheng-Jun Zha, Jialie Shen, Xuelong Li, Xindong Wu
2012	A*	`conf`	Modeling concept dynamics for large scale music search. SIGIR Jialie Shen, HweeHwa Pang, Meng Wang, Shuicheng Yan
2012	A*	`conf`	Multimedia recommendation. ACM Multimedia Jialie Shen, Meng Wang, Shuicheng Yan, Peng Cui
2012	—	`conf`	NBS: A Network-Bandwidth-Aware Streaming Version Switcher for Mobile Streaming Applications under Fuzzy Logic Control. IEEE MS Pengcheng Xiong, Jialie Shen, Qingyang Wang, Deepal Jayasinghe, Jack Li, Calton Pu
2012	A*	`conf`	Obfuscating the Topical Intention in Enterprise Text Search. ICDE HweeHwa Pang, Xiaokui Xiao, Jialie Shen
2012	A	`conf`	Predicting Image Popularity in an Incomplete Social Media Community by a Weighted Bi-partite Graph. ICME Xiang Niu, Lusong Li, Tao Mei, Jialie Shen, Ke Xu
2012	—	`ch.`	Text Mining in Multimedia. Mining Text Data Zheng-Jun Zha, Meng Wang, Jialie Shen, Tat-Seng Chua
2012	A*	`conf`	View-based 3D object retrieval by bipartite graph matching. ACM Multimedia Yue Wen, Yue Gao, Richang Hong, Huan-Bo Luan, Qiong Liu, Jialie Shen, Rongrong Ji
2012	J	`jnl`	k-Partite graph reinforcement and its application in multimedia information retrieval. Inf. Sci. Yue Gao, Meng Wang, Rongrong Ji, Zheng-Jun Zha, Jialie Shen
2011	A*	`conf`	Effective summarization of large-scale web images. ACM Multimedia Chunlei Yang, Jialie Shen, Jianping Fan
2011	A*	`conf`	Efficient Subspace Segmentation via Quadratic Programming. AAAI Shusen Wang, Xiaotong Yuan, Tiansheng Yao, Shuicheng Yan, Jialie Shen
2011	A*	`conf`	Multimedia tagging: past, present and future. ACM Multimedia Jialie Shen, Meng Wang, Shuicheng Yan, Xian-Sheng Hua
2011	A*	`conf`	Optimizing multimodal reranking for web image search. SIGIR Hao Li, Meng Wang, Zhisheng Li, Zheng-Jun Zha, Jialie Shen
2011	J	`jnl`	Personalized video similarity measure. Multim. Syst. Jialie Shen, Zhiyong Cheng
2011	—	`conf`	Probabilistic indexing of media sequences. ICIMCS Jialie Shen, Meng Wang, Shuicheng Yan, Qi Tian
2011	A*	`conf`	Tag-based social image search with visual-text joint hypergraph learning. ACM Multimedia Yue Gao, Meng Wang, Huan-Bo Luan, Jialie Shen, Shuicheng Yan, Dacheng Tao
2011	—	`conf`	The effects of heterogeneous information combination on large scale social image search. ICIMCS Zhiyong Cheng, Jing Ren, Jialie Shen, Haiyan Miao
2010	A*	`conf`	Cast2Face: character identification in movie with actor-character correspondence. ACM Multimedia Mengdi Xu, Xiaotong Yuan, Jialie Shen, Shuicheng Yan
2010	J	`jnl`	Does sampling influence customers in online retailing of digital music? Inf. Syst. E Bus. Manag. Nan Hu, Ling Liu, Indranil Bose, Jialie Shen
2010	B	`conf`	Dual Phase Learning for Large Scale Video Gait Recognition. MMM Jialie Shen, HweeHwa Pang, Dacheng Tao, Xuelong Li
2010	A*	`conf`	Effective music tagging through advanced statistical modeling. SIGIR Jialie Shen, Wang Meng, Shuicheng Yan, HweeHwa Pang, Xian-Sheng Hua
2010	A*	`conf`	Intelligent query: open another door to 3d object retrieval. ACM Multimedia Yue Gao, Meng Wang, Jialie Shen, Qionghai Dai, Naiyao Zhang
2010	—	`conf`	Large Scale Rich Media Information Search: Challenges and Opportunities. PCM (2) Zhiyong Cheng, Jialie Shen
2010	J	`jnl`	Privacy-preserving similarity-based text retrieval. ACM Trans. Internet Techn. HweeHwa Pang, Jialie Shen, Ramayya Krishnan
2010	A*	`conf`	Weakly-supervised hashing in kernel space. CVPR Yadong Mu, Jialie Shen, Shuicheng Yan
2009	J	`jnl`	A novel framework for efficient automated singer identification in large music databases. ACM Trans. Inf. Syst. Jialie Shen, John Shepherd, Bin Cui, Kian-Lee Tan
2009	A*	`conf`	CompositeMap: a novel framework for music similarity measure. SIGIR Bingjun Zhang, Jialie Shen, Qiaoliang Xiang, Ye Wang
2009	A*	`conf`	CompositeMap: a novel music similarity measure for personalized multimodal music search. ACM Multimedia Bingjun Zhang, Qiaoliang Xiang, Ye Wang, Jialie Shen
2009	A*	`conf`	Comprehensive query-dependent fusion using regression-on-folksonomies: a case study of multimodal music search. ACM Multimedia Bingjun Zhang, Qiaoliang Xiang, Huanhuan Lu, Jialie Shen, Ye Wang
2009	—	`conf`	Exploiting Intensity Inhomogeneity to Extract Textured Objects from Natural Scenes. ACCV (3) Jundi Ding, Jialie Shen, HweeHwa Pang, Songcan Chen, Jing-Yu Yang
2009	—	`ch.`	Linear Regression. Encyclopedia of Database Systems Jialie Shen
2009	—	`ch.`	Log-Linear Regression. Encyclopedia of Database Systems Jialie Shen
2009	J	`jnl`	QUC-Tree: Integrating Query Context Information for Efficient Music Retrieval. IEEE Trans. Multim. Jialie Shen, Dacheng Tao, Xuelong Li
2009	B	`conf`	Robust Semantic Concept Detection in Large Video Collections. SMC Jialie Shen, Dacheng Tao, Xuelong Li
2009	C	`conf`	Setting discrete bid levels adaptively in repeated auctions. ICEC Jilian Zhang, Hoong Chuin Lau, Jialie Shen
2009	J	`jnl`	Stochastic modeling western paintings for effective classification. Pattern Recognit. Jialie Shen
2009	J	`jnl`	Visual information analysis for security. Signal Process. Dacheng Tao, Yuan Yuan, Jialie Shen, Kaiqi Huang, Xuelong Li
2008	J	`jnl`	Bayesian Tensor Approach for 3-D Face Modeling. IEEE Trans. Circuits Syst. Video Technol. Dacheng Tao, Mingli Song, Xuelong Li, Jialie Shen, Jimeng Sun, Xindong Wu, Christos Faloutsos, Stephen J. Maybank
2008	B	`conf`	Bayesian tensor analysis. IJCNN Dacheng Tao, Jimeng Sun, Jialie Shen, Xindong Wu, Xuelong Li, Stephen J. Maybank, Christos Faloutsos
2008	A*	`conf`	Distribution-based similarity measures for multi-dimensional point set retrieval applications. ACM Multimedia Jie Shao, Zi Huang, Heng Tao Shen, Jialie Shen, Xiaofang Zhou
2008	C	`conf`	Effective video event detection via subspace projection. MMSP Jialie Shen, Dacheng Tao, Xuelong Li
2008	J	`jnl`	Guest editorial: Special issue on multimedia information retrieval. Int. J. Imaging Syst. Technol. Dacheng Tao, Jialie Shen, Xuelong Li
2008	A*	`conf`	How to influence my customers?: the impact of electronic market design. WWW Nan Hu, Ling Liu, Bin Chen, Jialie Shen
2008	J	`jnl`	Modality Mixture Projections for Semantic Video Event Detection. IEEE Trans. Circuits Syst. Video Technol. Jialie Shen, Dacheng Tao, Xuelong Li
2008	—	`conf`	Towards Efficient and Flexible KNN Query Processing in Real-Life Road Networks. WAIM Yang Lu, Bin Cui, Jiakui Zhao, Hua Lu, Jialie Shen
2007	J	`jnl`	An Empirical Study of Query Effectiveness Improvement via Multiple Visual Feature Integration. Int. J. Image Graph. Jialie Shen, John Shepherd, Anne H. H. Ngu
2007	—	`conf`	Probabilistic Tensor Analysis with Akaike and Bayesian Information Criteria. ICONIP (1) Dacheng Tao, Jimeng Sun, Xindong Wu, Xuelong Li, Jialie Shen, Stephen J. Maybank, Christos Faloutsos
2007	A*	`conf`	QueST: querying music databases by acoustic and textual features. ACM Multimedia Bin Cui, Ling Liu, Calton Pu, Jialie Shen, Kian-Lee Tan
2006	C	`conf`	An Agent-Based Approach for Cooperative Data Management. APWeb Chunyu Miao, Meilin Shi, Jialie Shen
2006	A*	`conf`	Efficient benchmarking of content-based image retrieval via resampling. ACM Multimedia Jialie Shen, John Shepherd
2006	A*	`conf`	Exploring composite acoustic features for efficient music similarity query. ACM Multimedia Bin Cui, Jialie Shen, Gao Cong, Heng Tao Shen, Cui Yu
2006	A*	`conf`	HSI: A Novel Framework for Efficient Automated Singer Identification in Large Music Database. ICDE Jialie Shen, John Shepherd, Bin Cui, Kian-Lee Tan
2006	—	`conf`	InMAF: indexing music databases via multiple acoustic features. SIGMOD Conference Jialie Shen, John Shepherd, Anne H. H. Ngu
2006	J	`jnl`	Towards Effective Content-Based Music Retrieval With Multiple Acoustic Feature Combination. IEEE Trans. Multim. Jialie Shen, John Shepherd, Anne H. H. Ngu
2006	A*	`conf`	Towards efficient automated singer identification in large music databases. SIGIR Jialie Shen, Bin Cui, John Shepherd, Kian-Lee Tan
2005	Misc	`conf`	Exploring Bit-Difference for Approximate KNN Search in High-dimensional Databases. ADC Bin Cui, Heng Tao Shen, Jialie Shen, Kian-Lee Tan
2005	C	`conf`	On Effective E-mail Classification via Neural Networks. DEXA Bin Cui, Anirban Mondal, Jialie Shen, Gao Cong, Kian-Lee Tan
2005	B	`conf`	On Efficient Music Genre Classification. DASFAA Jialie Shen, John Shepherd, Anne H. H. Ngu
2005	B	`conf`	Semantic-Sensitive Classification for Large Image Libraries. MMM Jialie Shen, John Shepherd, Anne H. H. Ngu
2004	B	`conf`	Improving Query Effectiveness for Large Image Databases with Multiple Visual Feature Combination. DASFAA Jialie Shen, John Shepherd, Anne H. H. Ngu, Du Q. Huynh
2004	A	`conf`	Integrating heterogeneous reatures for efficient content based music retrieval. CIKM Jialie Shen, John Shepherd, Anne H. H. Ngu
2003	—	`conf`	CMVF: A Novel Dimension Reduction Scheme for Efficient Indexing in A Large Image Database. SIGMOD Conference Jialie Shen, Anne H. H. Ngu, John Shepherd, Du Q. Huynh, Quan Z. Sheng