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ORCIDJialie Shen 0001
Jerry Jialie Shen
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- affiliation: City University London, Department of Computer Science, UK
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2020 – today
- 2024
[j63]Shiyang Yan
, Lin Xu, Xinyao Shu, Zhenyu Lu, Jialie Shen:
LM-Metric: Learned pair weighting and contextual memory for deep metric learning. Pattern Recognit. 155: 110722 (2024)- [j62]Feng Wu, Guoshuai Zhao, Tengjiao Li, Jialie Shen, Xueming Qian:
Improving Conversational Recommendation System Through Personalized Preference Modeling and Knowledge Graph. IEEE Trans. Knowl. Data Eng. 36(12): 8529-8540 (2024) - [j61]Guoshuai Zhao, Xiaolong Zhang, Hao Tang, Jialie Shen, Xueming Qian:
Domain-Oriented Knowledge Transfer for Cross-Domain Recommendation. IEEE Trans. Multim. 26: 9539-9550 (2024) - [j60]Liang Peng, Yujie Mo, Jie Xu, Jialie Shen, Xiaoshuang Shi, Xiaoxiao Li, Heng Tao Shen, Xiaofeng Zhu:
GRLC: Graph Representation Learning With Constraints. IEEE Trans. Neural Networks Learn. Syst. 35(6): 8609-8622 (2024) - [c91]Jincheng Huang, Jialie Shen, Xiaoshuang Shi, Xiaofeng Zhu:
On Which Nodes Does GCN Fail? Enhancing GCN From the Node Perspective. ICML 2024 - 2023
- [j59]Jianlong Wu, Wei Sun, Tian Gan, Ning Ding, Feijun Jiang, Jialie Shen, Liqiang Nie:
Neighbor-Guided Consistent and Contrastive Learning for Semi-Supervised Action Recognition. IEEE Trans. Image Process. 32: 2215-2227 (2023) - [j58]Lei Zhu, Tianshi Wang, Jingjing Li, Zheng Zhang, Jialie Shen, Xinhua Wang:
Efficient Query-based Black-box Attack against Cross-modal Hashing Retrieval. ACM Trans. Inf. Syst. 41(3): 54:1-54:25 (2023) - [j57]Deyin Liu, Lin Wu, Richang Hong, Zongyuan Ge, Jialie Shen, Farid Boussaïd, Mohammed Bennamoun:
Generative Metric Learning for Adversarially Robust Open-world Person Re-Identification. ACM Trans. Multim. Comput. Commun. Appl. 19(1): 20:1-20:19 (2023) - [c90]Jialie Shen, Marie Morrison, Zhu Li:
Scalable Multimodal Learning and Multimedia Recommendation. CIC 2023: 121-124 - [c89]Yujie Mo, Yajie Lei, Jialie Shen, Xiaoshuang Shi, Heng Tao Shen, Xiaofeng Zhu:
Disentangled Multiplex Graph Representation Learning. ICML 2023: 24983-25005 - [c88]Rui Xu, Yong Luo, Han Hu, Bo Du, Jialie Shen, Yonggang Wen:
Rethinking the Localization in Weakly Supervised Object Localization. ACM Multimedia 2023: 5484-5494 - [c87]Guanyu Xu, Jiawei Hao, Li Shen, Han Hu, Yong Luo, Hui Lin, Jialie Shen:
LGViT: Dynamic Early Exiting for Accelerating Vision Transformer. ACM Multimedia 2023: 9103-9114 - [c86]Paras Maharjan, Lyle Vanfossan, Zhu Li, Jerry Jialie Shen:
Fast LoG SIFT Keypoint Detector. MMSP 2023: 1-5 - [i7]Guanyu Xu, Jiawei Hao, Li Shen, Han Hu, Yong Luo, Hui Lin, Jialie Shen:
LGViT: Dynamic Early Exiting for Accelerating Vision Transformer. CoRR abs/2308.00255 (2023) - [i6]Rui Xu, Yong Luo, Han Hu, Bo Du, Jialie Shen, Yonggang Wen:
Rethinking the Localization in Weakly Supervised Object Localization. CoRR abs/2308.06161 (2023) - [i5]Zongqian Wu, Yujing Liu, Mengmeng Zhan, Jialie Shen, Ping Hu, Xiaofeng Zhu:
Adaptive Multi-Modality Prompt Learning. CoRR abs/2312.00823 (2023) - 2022
- [j56]Baiyan Zhang, Hefei Ling, Jialie Shen, Qian Wang, Jie Lei, Yuxuan Shi, Lei Wu, Ping Li:
Mixture Distribution Graph Network for Few Shot Learning. IEEE Trans. Cogn. Dev. Syst. 14(3): 892-901 (2022) - [j55]Lin Wu, Deyin Liu, Wenying Zhang, Dapeng Chen, Zongyuan Ge, Farid Boussaïd, Mohammed Bennamoun, Jialie Shen:
Pseudo-Pair Based Self-Similarity Learning for Unsupervised Person Re-Identification. IEEE Trans. Image Process. 31: 4803-4816 (2022) - [j54]Lu Zhang, Jingsong Xu, Yongshun Gong, Litao Yu, Jian Zhang, Jialie Shen:
Unsupervised Image and Text Fusion for Travel Information Enhancement. IEEE Trans. Multim. 24: 1415-1425 (2022) - [j53]Lu Zhang, Jialie Shen, Jian Zhang, Jingsong Xu, Zhibin Li, Yazhou Yao, Litao Yu:
Multimodal Marketing Intent Analysis for Effective Targeted Advertising. IEEE Trans. Multim. 24: 1830-1843 (2022) - [i4]Lin Wu, Deyin Liu, Wenying Zhang, Dapeng Chen, Zongyuan Ge, Farid Boussaïd, Mohammed Bennamoun, Jialie Shen:
Pseudo-Pair based Self-Similarity Learning for Unsupervised Person Re-identification. CoRR abs/2207.13035 (2022) - 2021
- [j52]Lifang Wu, Zeyu Li, Ye Xiang, Meng Jian, Jialie Shen:
Latent label mining for group activity recognition in basketball videos. IET Image Process. 15(14): 3487-3497 (2021) - [j51]Jialie Shen, Neil Robertson:
BBAS: Towards large scale effective ensemble adversarial attacks against deep neural network learning. Inf. Sci. 569: 469-478 (2021) - [j50]Tian Gao, Shanliang Zhu, Jing Liu, Jun Shen, Jialie Shen, Shuguo Yang, Pengcheng Xiong:
A new context-aware approach for automatic Chinese poetry generation. Knowl. Based Syst. 232: 107409 (2021) - [j49]Lifang Wu, Zhou Yang, Meng Jian, Jialie Shen, Yuchen Yang, Xianglong Lang:
Global motion estimation with iterative optimization-based independent univariate model for action recognition. Pattern Recognit. 116: 107925 (2021) - [j48]Lanyu Shang, Daniel Yue Zhang, Jialie Shen, Eamon Lopez Marmion, Dong Wang:
CCMR: A Classic-enriched Connotation-aware Music Retrieval System on Social Media with Visual Inputs. Soc. Netw. Anal. Min. 11(1): 119 (2021) - [j47]Yuxuan Shi, Zhen Wei, Hefei Ling, Ziyang Wang, Pengfei Zhu, Jialie Shen, Ping Li:
Adaptive and Robust Partition Learning for Person Retrieval With Policy Gradient. IEEE Trans. Multim. 23: 3264-3277 (2021) - [j46]Yuxuan Shi, Zhen Wei, Hefei Ling, Ziyang Wang, Jialie Shen, Ping Li:
Person Retrieval in Surveillance Videos Via Deep Attribute Mining and Reasoning. IEEE Trans. Multim. 23: 4376-4387 (2021) - [c85]Suping Zhou, Jia Jia, Zhiyong Wu, Zhihan Yang, Yanfeng Wang, Wei Chen, Fanbo Meng, Shuo Huang, Jialie Shen, Xiaochuan Wang:
Inferring Emotion from Large-scale Internet Voice Data: A Semi-supervised Curriculum Augmentation based Deep Learning Approach. AAAI 2021: 6039-6047 - [c84]Lu Zhang, Jian Zhang, Jialie Shen, Jingsong Xu, Zhibin Li, Litao Yu:
Incorporating Multimodal Cues for Advertorial Discovery. ICME 2021: 1-6 - 2020
- [j45]Yuxuan Shi, Hefei Ling, Lei Wu, Jialie Shen, Ping Li:
Learning refined attribute-aligned network with attribute selection for person re-identification. Neurocomputing 402: 124-133 (2020) - [j44]Yipeng Chen, Qiang Qu, Yuanxiang Ying, Hongyan Li, Jialie Shen:
Semantics-aware influence maximization in social networks. Inf. Sci. 513: 442-464 (2020) - [j43]Luo Wang, Xueming Qian, Yuting Zhang, Jialie Shen, Xiaochun Cao:
Enhancing Sketch-Based Image Retrieval by CNN Semantic Re-ranking. IEEE Trans. Cybern. 50(7): 3330-3342 (2020) - [c83]Lanyu Shang, Daniel Yue Zhang, Siamul Karim Khan, Jialie Shen, Dong Wang:
CaMR: Towards Connotation-aware Music Retrieval on Social Media with Visual Inputs. ASONAM 2020: 425-429 - [c82]Jialie Shen, Karen Rafferty, Jia Jia:
Online Intelligent Music Recommendation: The Opportunity and Challenge for People Well-Being Improvement. CogMI 2020: 27-31 - [c81]Suping Zhou, Jia Jia, Long Zhang, Yanfeng Wang, Wei Chen, Fanbo Meng, Fei Yu, Jialie Shen:
Inferring Emphasis for Real Voice Data: An Attentive Multimodal Neural Network Approach. MMM (2) 2020: 52-62 - [c80]Tian Gao, Pengcheng Xiong, Jialie Shen:
A New Automatic Chinese Poetry Generation Model Based On Neural Network. SERVICES 2020: 41-44
2010 – 2019
- 2019
- [j42]Wei Zhou, P. Y. Mok, Yanghong Zhou, Yangping Zhou, Jialie Shen, Qiang Qu, K. P. Chau:
Fashion recommendations through cross-media information retrieval. J. Vis. Commun. Image Represent. 61: 112-120 (2019) - [j41]Jialie Shen, Tao Mei, Qiang Qu, Dacheng Tao, Yong Rui:
Toward efficient indexing structure for scalable content-based music retrieval. Multim. Syst. 25(6): 639-653 (2019) - [c79]Yashar Deldjoo, Benny Kille, Markus Schedl, Andreas Lommatzsch, Jialie Shen:
The 2019 Multimedia for Recommender System Task: MovieREC and NewsREEL at MediaEval. MediaEval 2019 - [c78]Suping Zhou, Jia Jia, Yufeng Yin, Xiang Li, Yang Yao, Ying Zhang, Zeyang Ye, Kehua Lei, Yan Huang, Jialie Shen:
Understanding the Teaching Styles by an Attention based Multi-task Cross-media Dimensional Modeling. ACM Multimedia 2019: 1322-1330 - [c77]Shuai Yu, Yongbo Wang, Min Yang, Baocheng Li, Qiang Qu, Jialie Shen:
NAIRS: A Neural Attentive Interpretable Recommendation System. WSDM 2019: 790-793 - [i3]Shuai Yu, Yongbo Wang, Min Yang, Baocheng Li, Qiang Qu, Jialie Shen:
NAIRS: A Neural Attentive Interpretable Recommendation System. CoRR abs/1902.07494 (2019) - [i2]Bo Du, Zengmao Wang, Lefei Zhang, Liangpei Zhang, Wei Liu, Jialie Shen, Dacheng Tao:
Exploring Representativeness and Informativeness for Active Learning. CoRR abs/1904.06685 (2019) - [i1]Suping Zhou, Jia Jia, Yufeng Yin, Xiang Li, Yang Yao, Ying Zhang, Zeyang Ye, Kehua Lei, Yan Huang, Jialie Shen:
Understanding the Teaching Styles by an Attention based Multi-task Cross-media Dimensional modelling. CoRR abs/1911.07253 (2019) - 2018
- [j40]Chaoran Cui, Jialie Shen, Zhumin Chen, Shuaiqiang Wang, Jun Ma:
Learning to rank images for complex queries in concept-based search. Neurocomputing 274: 19-28 (2018) - [c76]Gengshen Wu, Zijia Lin, Jungong Han, Li Liu, Guiguang Ding, Baochang Zhang, Jialie Shen:
Unsupervised Deep Hashing via Binary Latent Factor Models for Large-scale Cross-modal Retrieval. IJCAI 2018: 2854-2860 - [r4]Jialie Shen:
Linear Regression. Encyclopedia of Database Systems (2nd ed.) 2018 - [r3]Jialie Shen:
Log-Linear Regression. Encyclopedia of Database Systems (2nd ed.) 2018 - 2017
- [j39]Da Cao, Liqiang Nie, Xiangnan He, Xiaochi Wei, Jialie Shen, Shunxiang Wu, Tat-Seng Chua:
Version-sensitive mobile App recommendation. Inf. Sci. 381: 161-175 (2017) - [j38]Chaoran Cui, Jialie Shen, Jun Ma, Tao Lian:
Social tag relevance learning via ranking-oriented neighbor voting. Multim. Tools Appl. 76(6): 8831-8857 (2017) - [j37]Bo Du, Zengmao Wang, Lefei Zhang, Liangpei Zhang, Wei Liu, Jialie Shen, Dacheng Tao:
Exploring Representativeness and Informativeness for Active Learning. IEEE Trans. Cybern. 47(1): 14-26 (2017) - [j36]Lei Zhu, Jialie Shen, Liang Xie, Zhiyong Cheng:
Unsupervised Topic Hypergraph Hashing for Efficient Mobile Image Retrieval. IEEE Trans. Cybern. 47(11): 3941-3954 (2017) - [j35]Chaoran Cui, Jialie Shen, Liqiang Nie, Richang Hong, Jun Ma:
Augmented Collaborative Filtering for Sparseness Reduction in Personalized POI Recommendation. ACM Trans. Intell. Syst. Technol. 8(5): 71:1-71:23 (2017) - [j34]Lei Zhu, Jialie Shen, Liang Xie, Zhiyong Cheng:
Unsupervised Visual Hashing with Semantic Assistant for Content-Based Image Retrieval. IEEE Trans. Knowl. Data Eng. 29(2): 472-486 (2017) - [c75]Gengshen Wu, Li Liu, Yuchen Guo, Guiguang Ding, Jungong Han, Jialie Shen, Ling Shao:
Unsupervised Deep Video Hashing with Balanced Rotation. IJCAI 2017: 3076-3082 - [c74]Liang Xie, Jialie Shen, Jungong Han, Lei Zhu, Ling Shao:
Dynamic Multi-View Hashing for Online Image Retrieval. IJCAI 2017: 3133-3139 - [c73]Zhiyong Cheng, Jialie Shen, Lei Zhu, Mohan S. Kankanhalli, Liqiang Nie:
Exploiting Music Play Sequence for Music Recommendation. IJCAI 2017: 3654-3660 - [c72]Zhiyong Cheng, Jialie Shen, Liqiang Nie, Tat-Seng Chua, Mohan S. Kankanhalli:
Exploring User-Specific Information in Music Retrieval. SIGIR 2017: 655-664 - 2016
- [j33]Jialie Shen, Meng Wang, Tat-Seng Chua:
Accurate online video tagging via probabilistic hybrid modeling. Multim. Syst. 22(1): 99-113 (2016) - [j32]Zhiyong Cheng, Jialie Shen, Haiyan Miao:
The effects of multiple query evidences on social image retrieval. Multim. Syst. 22(4): 509-523 (2016) - [j31]Zhiyong Cheng, Jialie Shen:
On very large scale test collection for landmark image search benchmarking. Signal Process. 124: 13-26 (2016) - [j30]Guangyu Gao, Mengdi Xu, Jialie Shen, Huadong Ma, Shuicheng Yan:
Cast2Face: Assigning Character Names Onto Faces in Movie With Actor-Character Correspondence. IEEE Trans. Circuits Syst. Video Technol. 26(12): 2299-2312 (2016) - [j29]Zhiyong Cheng, Jialie Shen:
On Effective Location-Aware Music Recommendation. ACM Trans. Inf. Syst. 34(2): 13:1-13:32 (2016) - [j28]Junge Shen, Jialie Shen, Tao Mei, Xinbo Gao:
Landmark Reranking for Smart Travel Guide Systems by Combining and Analyzing Diverse Media. IEEE Trans. Syst. Man Cybern. Syst. 46(11): 1492-1504 (2016) - [c71]Liang Xie, Jialie Shen, Lei Zhu:
Online Cross-Modal Hashing for Web Image Retrieval. AAAI 2016: 294-300 - [c70]Lei Zhu, Jialie Shen, Xiaobai Liu, Liang Xie, Liqiang Nie:
Learning Compact Visual Representation with Canonical Views for Robust Mobile Landmark Search. IJCAI 2016: 3959-3967 - [c69]Jialie Shen, Liqiang Nie, Tat-Seng Chua:
Smart Ambient Sound Analysis via Structured Statistical Modeling. MMM (2) 2016: 231-243 - [c68]Zhiyong Cheng, Jialie Shen, Steven C. H. Hoi:
On Effective Personalized Music Retrieval by Exploring Online User Behaviors. SIGIR 2016: 125-134 - [c67]Zhiyong Cheng, Xuanchong Li, Jialie Shen, Alexander G. Hauptmann:
Which Information Sources are More Effective and Reliable in Video Search. SIGIR 2016: 1069-1072 - [c66]Jing Ren, Jialie Shen, Robert J. Kauffman:
What Makes a Music Track Popular in Online Social Networks? WWW (Companion Volume) 2016: 95-96 - 2015
- [j27]Jialie Shen, Robert H. Deng, Zhiyong Cheng, Liqiang Nie, Shuicheng Yan:
On robust image spam filtering via comprehensive visual modeling. Pattern Recognit. 48(10): 3227-3238 (2015) - [j26]Meng Wang, Weisheng Li, Dong Liu, Bingbing Ni, Jialie Shen, Shuicheng Yan:
Facilitating Image Search With a Scalable and Compact Semantic Mapping. IEEE Trans. Cybern. 45(8): 1561-1574 (2015) - [j25]Lei Zhu, Jialie Shen, Hai Jin, Ran Zheng, Liang Xie:
Content-Based Visual Landmark Search via Multimodal Hypergraph Learning. IEEE Trans. Cybern. 45(12): 2756-2769 (2015) - [j24]Xianhua Zeng, Wei Bian, Wei Liu, Jialie Shen, Dacheng Tao:
Dictionary Pair Learning on Grassmann Manifolds for Image Denoising. IEEE Trans. Image Process. 24(11): 4556-4569 (2015) - [j23]Liqiang Nie, Yi-Liang Zhao, Mohammad Akbari, Jialie Shen, Tat-Seng Chua:
Bridging the Vocabulary Gap between Health Seekers and Healthcare Knowledge. IEEE Trans. Knowl. Data Eng. 27(2): 396-409 (2015) - [j22]Shuhui Jiang, Xueming Qian, Jialie Shen, Yun Fu, Tao Mei:
Author Topic Model-Based Collaborative Filtering for Personalized POI Recommendations. IEEE Trans. Multim. 17(6): 907-918 (2015) - [j21]Lei Zhu, Jialie Shen, Hai Jin, Liang Xie, Ran Zheng:
Landmark Classification With Hierarchical Multi-Modal Exemplar Feature. IEEE Trans. Multim. 17(7): 981-993 (2015) - [c65]Wei Xiong, Bo Du, Lefei Zhang, Ruimin Hu, Wei Bian, Jialie Shen, Dacheng Tao:
R2FP: Rich and Robust Feature Pooling for Mining Visual Data. ICDM 2015: 469-478 - [c64]Jialie Shen, Tao Mei, Dacheng Tao, Xuelong Li, Yong Rui:
EMIF: Towards a Scalable and Effective Indexing Framework for Large Scale Music Retrieval. ICMR 2015: 543-546 - [c63]Zhuo Wei, Swee-Won Lo, Yu Liang, Tieyan Li, Jialie Shen, Robert H. Deng:
Automatic Accident Detection and Alarm System. ACM Multimedia 2015: 781-784 - [c62]Lei Zhu, Jialie Shen, Liang Xie:
Topic Hypergraph Hashing for Mobile Image Retrieval. ACM Multimedia 2015: 843-846 - [c61]Chaoran Cui, Jialie Shen, Jun Ma, Tao Lian:
Social Tag Relevance Estimation via Ranking-Oriented Neighbour Voting. ACM Multimedia 2015: 895-898 - [c60]Zhuo Wei, Robert H. Deng, Jialie Shen, Jixiang Zhu, Kun Ouyang, Yongdong Wu:
Multidimensional Context Awareness in Mobile Devices. MMM (2) 2015: 38-49 - [c59]Shuhui Jiang, Xueming Qian, Jialie Shen, Tao Mei:
Travel Recommendation via Author Topic Model Based Collaborative Filtering. MMM (2) 2015: 392-402 - [c58]Zhiyong Cheng, Jialie Shen:
VenueMusic: A Venue-Aware Music Recommender System. SIGIR 2015: 1029-1030 - 2014
- [j20]You Yang, Xu Wang, Tao Guan, Jialie Shen, Li Yu:
A multi-dimensional image quality prediction model for user-generated images in social networks. Inf. Sci. 281: 601-610 (2014) - [j19]Luming Zhang, Yue Gao, Yingjie Xia, Ke Lu, Jialie Shen, Rongrong Ji:
Representative Discovery of Structure Cues for Weakly-Supervised Image Segmentation. IEEE Trans. Multim. 16(2): 470-479 (2014) - [j18]Liqiang Nie, Yi-Liang Zhao, Xiangyu Wang, Jialie Shen, Tat-Seng Chua:
Learning to Recommend Descriptive Tags for Questions in Social Forums. ACM Trans. Inf. Syst. 32(1): 5:1-5:23 (2014) - [c57]Jing Ren, Zhiyong Cheng, Jialie Shen, Feida Zhu:
Influences of Influential Users: An Empirical Study of Music Social Network. ICIMCS 2014: 411 - [c56]Xiyu Yang, Lianli Liu, Xueming Qian, Tao Mei, Jialie Shen, Qi Tian:
Mobile visual search via hievarchical sparse coding. ICME 2014: 1-6 - [c55]Zhiyong Cheng, Jialie Shen:
Just-for-Me: An Adaptive Personalization System for Location-Aware Social Music Recommendation. ICMR 2014: 185 - [c54]Junge Shen, Zhiyong Cheng, Jialie Shen, Tao Mei, Xinbo Gao:
The Evolution of Research on Multimedia Travel Guide Search and Recommender Systems. MMM (2) 2014: 227-238 - [c53]Liqiang Nie, Tao Li, Mohammad Akbari, Jialie Shen, Tat-Seng Chua:
WenZher: comprehensive vertical search for healthcare domain. SIGIR 2014: 1245-1246 - [c52]Zhiyong Cheng, Jialie Shen, Tao Mei:
Just-for-me: an adaptive personalization system for location-aware social music recommendation. SIGIR 2014: 1267-1268 - [c51]Markus Schedl, Peter Knees, Jialie Shen:
SoMeRA 2014: social media retrieval and analysis workshop. SIGIR 2014: 1297 - [e1]Markus Schedl, Peter Knees, Jialie Shen:
SoMeRA'14, Proceedings of the First ACM International Workshop on Social Media Retrieval and Analysis, July 11, 2014, Gold Coast, Queensland, Australia. ACM 2014, ISBN 978-1-4503-3022-0 [contents] - 2013
- [j17]Chunlei Yang, Jialie Shen, Jinye Peng, Jianping Fan:
Image collection summarization via dictionary learning for sparse representation. Pattern Recognit. 46(3): 948-961 (2013) - [j16]Yue Gao, Meng Wang, Zheng-Jun Zha, Jialie Shen, Xuelong Li, Xindong Wu:
Visual-Textual Joint Relevance Learning for Tag-Based Social Image Search. IEEE Trans. Image Process. 22(1): 363-376 (2013) - [j15]Bing-Kun Bao, Guangyu Zhu, Jialie Shen, Shuicheng Yan:
Robust Image Analysis With Sparse Representation on Quantized Visual Features. IEEE Trans. Image Process. 22(3): 860-871 (2013) - [j14]Zhonghua Li, Bingjun Zhang, Yi Yu, Jialie Shen, Ye Wang:
Query-Document-Dependent Fusion: A Case Study of Multimodal Music Retrieval. IEEE Trans. Multim. 15(8): 1830-1842 (2013) - [c50]Zhuo Wei, Robert H. Deng, Jialie Shen, Yongdong Wu, Xuhua Ding, Swee-Won Lo:
Technique for authenticating H.264/SVC streams in surveillance applications. ICME Workshops 2013: 1-4 - [c49]Junshi Huang, Hairong Liu, Jialie Shen, Shuicheng Yan:
Towards efficient sparse coding for scalable image annotation. ACM Multimedia 2013: 947-956 - [c48]Jialie Shen, Xian-Sheng Hua, Emre Sargin:
Towards next generation multimedia recommendation systems. ACM Multimedia 2013: 1109-1110 - [c47]Zhiyong Cheng, Jing Ren, Jialie Shen, Haiyan Miao:
Building a Large Scale Test Collection for Effective Benchmarking of Mobile Landmark Search. MMM (2) 2013: 36-46 - [c46]Jialie Shen, Meng Wang, Shuicheng Yan, Peng Cui:
Multimedia recommendation: technology and techniques. SIGIR 2013: 1131 - 2012
- [j13]Yue Gao, Meng Wang, Rongrong Ji, Zheng-Jun Zha, Jialie Shen:
k-Partite graph reinforcement and its application in multimedia information retrieval. Inf. Sci. 194: 224-239 (2012) - [c45]HweeHwa Pang, Xiaokui Xiao, Jialie Shen:
Obfuscating the Topical Intention in Enterprise Text Search. ICDE 2012: 1168-1179 - [c44]Xiang Niu, Lusong Li, Tao Mei, Jialie Shen, Ke Xu:
Predicting Image Popularity in an Incomplete Social Media Community by a Weighted Bi-partite Graph. ICME 2012: 735-740 - [c43]Yue Wen, Yue Gao, Richang Hong, Huan-Bo Luan, Qiong Liu, Jialie Shen, Rongrong Ji:
View-based 3D object retrieval by bipartite graph matching. ACM Multimedia 2012: 897-900 - [c42]Jialie Shen, Meng Wang, Shuicheng Yan, Peng Cui:
Multimedia recommendation. ACM Multimedia 2012: 1535-1536 - [c41]PengCheng Xiong, Jialie Shen, Qingyang Wang, Deepal Jayasinghe, Jack Li, Calton Pu:
NBS: A Network-Bandwidth-Aware Streaming Version Switcher for Mobile Streaming Applications under Fuzzy Logic Control. IEEE MS 2012: 48-55 - [c40]Jialie Shen, HweeHwa Pang, Meng Wang, Shuicheng Yan:
Modeling concept dynamics for large scale music search. SIGIR 2012: 455-464 - [p1]Zheng-Jun Zha, Meng Wang, Jialie Shen, Tat-Seng Chua:
Text Mining in Multimedia. Mining Text Data 2012: 361-384 - 2011
- [j12]Jialie Shen, Zhiyong Cheng:
Personalized video similarity measure. Multim. Syst. 17(5): 421-433 (2011) - [c39]Shusen Wang, Xiaotong Yuan, Tiansheng Yao, Shuicheng Yan, Jialie Shen:
Efficient Subspace Segmentation via Quadratic Programming. AAAI 2011: 519-524 - [c38]Zhiyong Cheng, Jing Ren, Jialie Shen, Haiyan Miao:
The effects of heterogeneous information combination on large scale social image search. ICIMCS 2011: 39-42 - [c37]Jialie Shen, Meng Wang, Shuicheng Yan, Qi Tian:
Probabilistic indexing of media sequences. ICIMCS 2011: 108-111 - [c36]Jialie Shen, Meng Wang, Shuicheng Yan, Xian-Sheng Hua:
Multimedia tagging: past, present and future. ACM Multimedia 2011: 639-640 - [c35]Chunlei Yang, Jialie Shen, Jianping Fan:
Effective summarization of large-scale web images. ACM Multimedia 2011: 1145-1148 - [c34]Yue Gao, Meng Wang, Huan-Bo Luan, Jialie Shen, Shuicheng Yan, Dacheng Tao:
Tag-based social image search with visual-text joint hypergraph learning. ACM Multimedia 2011: 1517-1520 - [c33]Hao Li, Meng Wang, Zhisheng Li, Zheng-Jun Zha, Jialie Shen:
Optimizing multimodal reranking for web image search. SIGIR 2011: 1119-1120 - 2010
- [j11]Nan Hu, Ling Liu, Indranil Bose, Jialie Shen:
Does sampling influence customers in online retailing of digital music? Inf. Syst. E Bus. Manag. 8(4): 357-377 (2010) - [j10]HweeHwa Pang, Jialie Shen, Ramayya Krishnan:
Privacy-preserving similarity-based text retrieval. ACM Trans. Internet Techn. 10(1): 4:1-4:39 (2010) - [c32]Yadong Mu, Jialie Shen, Shuicheng Yan:
Weakly-supervised hashing in kernel space. CVPR 2010: 3344-3351 - [c31]Mengdi Xu, Xiaotong Yuan, Jialie Shen, Shuicheng Yan:
Cast2Face: character identification in movie with actor-character correspondence. ACM Multimedia 2010: 831-834 - [c30]Yue Gao, Meng Wang, Jialie Shen, Qionghai Dai, Naiyao Zhang:
Intelligent query: open another door to 3d object retrieval. ACM Multimedia 2010: 1711-1714 - [c29]Jialie Shen, HweeHwa Pang, Dacheng Tao, Xuelong Li:
Dual Phase Learning for Large Scale Video Gait Recognition. MMM 2010: 500-510 - [c28]Zhiyong Cheng, Jialie Shen:
Large Scale Rich Media Information Search: Challenges and Opportunities. PCM (2) 2010: 13-21 - [c27]Jialie Shen, Wang Meng, Shuicheng Yan, HweeHwa Pang, Xian-Sheng Hua:
Effective music tagging through advanced statistical modeling. SIGIR 2010: 635-642
2000 – 2009
- 2009
- [j9]Jialie Shen:
Stochastic modeling western paintings for effective classification. Pattern Recognit. 42(2): 293-301 (2009) - [j8]Dacheng Tao, Yuan Yuan, Jialie Shen, Kaiqi Huang, Xuelong Li:
Visual information analysis for security. Signal Process. 89(12): 2311-2312 (2009) - [j7]Jialie Shen, Dacheng Tao, Xuelong Li:
QUC-Tree: Integrating Query Context Information for Efficient Music Retrieval. IEEE Trans. Multim. 11(2): 313-323 (2009) - [j6]Jialie Shen, John Shepherd, Bin Cui, Kian-Lee Tan:
A novel framework for efficient automated singer identification in large music databases. ACM Trans. Inf. Syst. 27(3): 18:1-18:31 (2009) - [c26]Jilian Zhang, Hoong Chuin Lau, Jialie Shen:
Setting discrete bid levels adaptively in repeated auctions. ICEC 2009: 195-204 - [c25]Jundi Ding, Jialie Shen, HweeHwa Pang, Songcan Chen, Jing-Yu Yang:
Exploiting Intensity Inhomogeneity to Extract Textured Objects from Natural Scenes. ACCV (3) 2009: 1-10 - [c24]Bingjun Zhang, Qiaoliang Xiang, Huanhuan Lu, Jialie Shen, Ye Wang:
Comprehensive query-dependent fusion using regression-on-folksonomies: a case study of multimodal music search. ACM Multimedia 2009: 213-222 - [c23]Bingjun Zhang, Qiaoliang Xiang, Ye Wang, Jialie Shen:
CompositeMap: a novel music similarity measure for personalized multimodal music search. ACM Multimedia 2009: 973-974 - [c22]Bingjun Zhang, Jialie Shen, Qiaoliang Xiang, Ye Wang:
CompositeMap: a novel framework for music similarity measure. SIGIR 2009: 403-410 - [c21]Jialie Shen, Dacheng Tao, Xuelong Li:
Robust Semantic Concept Detection in Large Video Collections. SMC 2009: 635-638 - [r2]Jialie Shen:
Linear Regression. Encyclopedia of Database Systems 2009: 1622 - [r1]Jialie Shen:
Log-Linear Regression. Encyclopedia of Database Systems 2009: 1660-1661 - 2008
- [j5]Dacheng Tao, Jialie Shen, Xuelong Li:
Guest editorial: Special issue on multimedia information retrieval. Int. J. Imaging Syst. Technol. 18(2-3): 85 (2008) - [j4]Dacheng Tao, Mingli Song, Xuelong Li, Jialie Shen, Jimeng Sun, Xindong Wu, Christos Faloutsos, Stephen J. Maybank:
Bayesian Tensor Approach for 3-D Face Modeling. IEEE Trans. Circuits Syst. Video Technol. 18(10): 1397-1410 (2008) - [j3]Jialie Shen, Dacheng Tao, Xuelong Li:
Modality Mixture Projections for Semantic Video Event Detection. IEEE Trans. Circuits Syst. Video Technol. 18(11): 1587-1596 (2008) - [c20]Dacheng Tao, Jimeng Sun, Jialie Shen, Xindong Wu, Xuelong Li, Stephen J. Maybank, Christos Faloutsos:
Bayesian tensor analysis. IJCNN 2008: 1402-1409 - [c19]Jie Shao, Zi Huang, Heng Tao Shen, Jialie Shen, Xiaofang Zhou:
Distribution-based similarity measures for multi-dimensional point set retrieval applications. ACM Multimedia 2008: 429-438 - [c18]Jialie Shen, Dacheng Tao, Xuelong Li:
Effective video event detection via subspace projection. MMSP 2008: 22-27 - [c17]Yang Lu, Bin Cui, Jiakui Zhao, Hua Lu, Jialie Shen:
Towards Efficient and Flexible KNN Query Processing in Real-Life Road Networks. WAIM 2008: 230-237 - [c16]Nan Hu, Ling Liu, Bin Chen, Jialie Shen:
How to influence my customers?: the impact of electronic market design. WWW 2008: 1117-1118 - 2007
- [j2]Jialie Shen, John Shepherd, Anne H. H. Ngu:
An Empirical Study of Query Effectiveness Improvement via Multiple Visual Feature Integration. Int. J. Image Graph. 7(3): 551-581 (2007) - [c15]Dacheng Tao, Jimeng Sun, Xindong Wu, Xuelong Li, Jialie Shen, Stephen J. Maybank, Christos Faloutsos:
Probabilistic Tensor Analysis with Akaike and Bayesian Information Criteria. ICONIP (1) 2007: 791-801 - [c14]Bin Cui, Ling Liu, Calton Pu, Jialie Shen, Kian-Lee Tan:
QueST: querying music databases by acoustic and textual features. ACM Multimedia 2007: 1055-1064 - 2006
- [j1]Jialie Shen, John Shepherd, Anne H. H. Ngu:
Towards Effective Content-Based Music Retrieval With Multiple Acoustic Feature Combination. IEEE Trans. Multim. 8(6): 1179-1189 (2006) - [c13]ChunYu Miao, Meilin Shi, Jialie Shen:
An Agent-Based Approach for Cooperative Data Management. APWeb 2006: 133-144 - [c12]Jialie Shen, John Shepherd, Bin Cui, Kian-Lee Tan:
HSI: A Novel Framework for Efficient Automated Singer Identification in Large Music Database. ICDE 2006: 169 - [c11]Bin Cui, Jialie Shen, Gao Cong, Heng Tao Shen, Cui Yu:
Exploring composite acoustic features for efficient music similarity query. ACM Multimedia 2006: 412-420 - [c10]Jialie Shen, John Shepherd:
Efficient benchmarking of content-based image retrieval via resampling. ACM Multimedia 2006: 569-578 - [c9]Jialie Shen, Bin Cui, John Shepherd, Kian-Lee Tan:
Towards efficient automated singer identification in large music databases. SIGIR 2006: 59-66 - [c8]Jialie Shen, John Shepherd, Anne H. H. Ngu:
InMAF: indexing music databases via multiple acoustic features. SIGMOD Conference 2006: 778-780 - 2005
- [c7]Bin Cui, Heng Tao Shen, Jialie Shen, Kian-Lee Tan:
Exploring Bit-Difference for Approximate KNN Search in High-dimensional Databases. ADC 2005: 165-174 - [c6]Jialie Shen, John Shepherd, Anne H. H. Ngu:
On Efficient Music Genre Classification. DASFAA 2005: 253-264 - [c5]Bin Cui, Anirban Mondal, Jialie Shen, Gao Cong, Kian-Lee Tan:
On Effective E-mail Classification via Neural Networks. DEXA 2005: 85-94 - [c4]Jialie Shen, John Shepherd, Anne H. H. Ngu:
Semantic-Sensitive Classification for Large Image Libraries. MMM 2005: 340-345 - 2004
- [c3]Jialie Shen, John Shepherd, Anne H. H. Ngu:
Integrating heterogeneous reatures for efficient content based music retrieval. CIKM 2004: 154-155 - [c2]Jialie Shen, John Shepherd, Anne H. H. Ngu, Du Q. Huynh:
Improving Query Effectiveness for Large Image Databases with Multiple Visual Feature Combination. DASFAA 2004: 857-868 - 2003
- [c1]Jialie Shen, Anne H. H. Ngu, John Shepherd, Du Q. Huynh, Quan Z. Sheng:
CMVF: A Novel Dimension Reduction Scheme for Efficient Indexing in A Large Image Database. SIGMOD Conference 2003: 657
Coauthor Index
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