| 2026 | AAAI | Whole-Field Action Sensing via Wearable Single-Channel EMG Sensors and Resource-Efficient Motion Network. | Xuanming Jiang, Dingyu Nie, Baoyi An, Yuzhe Zheng, Yichuan Mao, Jialie Shen, Xueming Qian, Zhiwen Jin, Wei Lan, Guoshuai Zhao |
| 2026 | ACL | ARM2: Adaptive Reasoning Model with Vision Understanding and Executable Code. | Jian Xie, Zhendong Chu, Aoxiao Zhong, Kai Zhang, Mingzhe Han, Xing Fan, Jialie Shen, Qingsong Wen |
| 2026 | SIGIR | Trustworthy Personalized Retrieval in the LLM Era: Fairness, Bias Awareness, Privacy, and Multimodality. | Frank Hopfgartner, Jialie Shen |
| 2025 | AAAI | MTGA: Multi-View Temporal Granularity Aligned Aggregation for Event-Based Lip-Reading. | Wenhao Zhang, Jun Wang, Yong Luo, Lei Yu, Wei Yu, Zheng He, Jialie Shen |
| 2025 | ICCV | Coupling the Generator with Teacher for Effective Data-Free Knowledge Distillation. | Xu Chen, Yang Li, Yahong Han, Guangquan Xu, Jialie Shen |
| 2025 | ICIP | Tie-Breaking Conflict-Ease Cross-Modal Hashing. | Changchang Sun, Jialie Shen, Gaowen Liu, Aihua Zheng, Yan Yan |
| 2025 | ICML | Decision Mixer: Integrating Long-term and Local Dependencies via Dynamic Token Selection for Decision-Making. | Hongling Zheng, Li Shen, Yong Luo, Deheng Ye, Bo Du, Jialie Shen, Dacheng Tao |
| 2024 | ICML | On Which Nodes Does GCN Fail? Enhancing GCN From the Node Perspective. | Jincheng Huang, Jialie Shen, Xiaoshuang Shi, Xiaofeng Zhu |
| 2023 | ICML | Disentangled Multiplex Graph Representation Learning. | Yujie Mo, Yajie Lei, Jialie Shen, Xiaoshuang Shi, Heng Tao Shen, Xiaofeng Zhu |
| 2021 | AAAI | 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 |
| 2020 | MMM | 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 |
| 2020 | SERVICES | A New Automatic Chinese Poetry Generation Model Based On Neural Network. | Tian Gao, Pengcheng Xiong, Jialie Shen |
| 2019 | WSDM | NAIRS: A Neural Attentive Interpretable Recommendation System. | Shuai Yu, Yongbo Wang, Min Yang, Baocheng Li, Qiang Qu, Jialie Shen |
| 2018 | IJCAI | 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 |
| 2017 | IJCAI | Exploiting Music Play Sequence for Music Recommendation. | Zhiyong Cheng, Jialie Shen, Lei Zhu, Mohan S. Kankanhalli, Liqiang Nie |
| 2017 | IJCAI | Unsupervised Deep Video Hashing with Balanced Rotation. | Gengshen Wu, Li Liu, Yuchen Guo, Guiguang Ding, Jungong Han, Jialie Shen, Ling Shao |
| 2017 | IJCAI | Dynamic Multi-View Hashing for Online Image Retrieval. | Liang Xie, Jialie Shen, Jungong Han, Lei Zhu, Ling Shao |
| 2017 | SIGIR | Exploring User-Specific Information in Music Retrieval. | Zhiyong Cheng, Jialie Shen, Liqiang Nie, Tat-Seng Chua, Mohan S. Kankanhalli |
| 2016 | AAAI | Online Cross-Modal Hashing for Web Image Retrieval. | Liang Xie, Jialie Shen, Lei Zhu |
| 2016 | IJCAI | Learning Compact Visual Representation with Canonical Views for Robust Mobile Landmark Search. | Lei Zhu, Jialie Shen, Xiaobai Liu, Liang Xie, Liqiang Nie |
| 2016 | MMM | Smart Ambient Sound Analysis via Structured Statistical Modeling. | Jialie Shen, Liqiang Nie, Tat-Seng Chua |
| 2016 | WWW | What Makes a Music Track Popular in Online Social Networks? | Jing Ren, Jialie Shen, Robert J. Kauffman |
| 2016 | SIGIR | Which Information Sources are More Effective and Reliable in Video Search. | Zhiyong Cheng, Xuanchong Li, Jialie Shen, Alexander G. Hauptmann |
| 2016 | SIGIR | On Effective Personalized Music Retrieval by Exploring Online User Behaviors. | Zhiyong Cheng, Jialie Shen, Steven C. H. Hoi |
| 2015 | ICDM | R2FP: Rich and Robust Feature Pooling for Mining Visual Data. | Wei Xiong, Bo Du, Lefei Zhang, Ruimin Hu, Wei Bian, Jialie Shen, Dacheng Tao |
| 2015 | MMM | Travel Recommendation via Author Topic Model Based Collaborative Filtering. | Shuhui Jiang, Xueming Qian, Jialie Shen, Tao Mei |
| 2015 | MMM | Multidimensional Context Awareness in Mobile Devices. | Zhuo Wei, Robert H. Deng, Jialie Shen, Jixiang Zhu, Kun Ouyang, Yongdong Wu |
| 2015 | SIGIR | VenueMusic: A Venue-Aware Music Recommender System. | Zhiyong Cheng, Jialie Shen |
| 2014 | MMM | The Evolution of Research on Multimedia Travel Guide Search and Recommender Systems. | Junge Shen, Zhiyong Cheng, Jialie Shen, Tao Mei, Xinbo Gao |
| 2014 | SIGIR | Just-for-me: an adaptive personalization system for location-aware social music recommendation. | Zhiyong Cheng, Jialie Shen, Tao Mei |
| 2014 | SIGIR | WenZher: comprehensive vertical search for healthcare domain. | Liqiang Nie, Tao Li, Mohammad Akbari, Jialie Shen, Tat-Seng Chua |
| 2014 | SIGIR | SoMeRA 2014: social media retrieval and analysis workshop. | Markus Schedl, Peter Knees, Jialie Shen |
| 2013 | MMM | Building a Large Scale Test Collection for Effective Benchmarking of Mobile Landmark Search. | Zhiyong Cheng, Jing Ren, Jialie Shen, Haiyan Miao |
| 2013 | SIGIR | Multimedia recommendation: technology and techniques. | Jialie Shen, Meng Wang, Shuicheng Yan, Peng Cui |
| 2012 | ICDE | Obfuscating the Topical Intention in Enterprise Text Search. | HweeHwa Pang, Xiaokui Xiao, Jialie Shen |
| 2012 | SIGIR | Modeling concept dynamics for large scale music search. | Jialie Shen, HweeHwa Pang, Meng Wang, Shuicheng Yan |
| 2011 | AAAI | Efficient Subspace Segmentation via Quadratic Programming. | Shusen Wang, Xiaotong Yuan, Tiansheng Yao, Shuicheng Yan, Jialie Shen |
| 2011 | SIGIR | Optimizing multimodal reranking for web image search. | Hao Li, Meng Wang, Zhisheng Li, Zheng-Jun Zha, Jialie Shen |
| 2010 | CVPR | Weakly-supervised hashing in kernel space. | Yadong Mu, Jialie Shen, Shuicheng Yan |
| 2010 | MMM | Dual Phase Learning for Large Scale Video Gait Recognition. | Jialie Shen, HweeHwa Pang, Dacheng Tao, Xuelong Li |
| 2010 | SIGIR | Effective music tagging through advanced statistical modeling. | Jialie Shen, Wang Meng, Shuicheng Yan, HweeHwa Pang, Xian-Sheng Hua |
| 2009 | ACCV | Exploiting Intensity Inhomogeneity to Extract Textured Objects from Natural Scenes. | Jundi Ding, Jialie Shen, HweeHwa Pang, Songcan Chen, Jing-Yu Yang |
| 2009 | SMC | Robust Semantic Concept Detection in Large Video Collections. | Jialie Shen, Dacheng Tao, Xuelong Li |
| 2009 | SIGIR | CompositeMap: a novel framework for music similarity measure. | Bingjun Zhang, Jialie Shen, Qiaoliang Xiang, Ye Wang |
| 2008 | IJCNN | Bayesian tensor analysis. | Dacheng Tao, Jimeng Sun, Jialie Shen, Xindong Wu, Xuelong Li, Stephen J. Maybank, Christos Faloutsos |
| 2008 | MMSP | Effective video event detection via subspace projection. | Jialie Shen, Dacheng Tao, Xuelong Li |
| 2008 | WWW | How to influence my customers?: the impact of electronic market design. | Nan Hu, Ling Liu, Bin Chen, Jialie Shen |
| 2007 | ICONIP | Probabilistic Tensor Analysis with Akaike and Bayesian Information Criteria. | Dacheng Tao, Jimeng Sun, Xindong Wu, Xuelong Li, Jialie Shen, Stephen J. Maybank, Christos Faloutsos |
| 2006 | APWEB | An Agent-Based Approach for Cooperative Data Management. | ChunYu Miao, Meilin Shi, Jialie Shen |
| 2006 | ICDE | HSI: A Novel Framework for Efficient Automated Singer Identification in Large Music Database. | Jialie Shen, John Shepherd, Bin Cui, Kian-Lee Tan |
| 2006 | SIGIR | Towards efficient automated singer identification in large music databases. | Jialie Shen, Bin Cui, John Shepherd, Kian-Lee Tan |
| 2006 | SIGMOD | InMAF: indexing music databases via multiple acoustic features. | Jialie Shen, John Shepherd, Anne H. H. Ngu |
| 2005 | ADC | Exploring Bit-Difference for Approximate KNN Search in High-dimensional Databases. | Bin Cui, Heng Tao Shen, Jialie Shen, Kian-Lee Tan |
| 2005 | DASFAA | On Efficient Music Genre Classification. | Jialie Shen, John Shepherd, Anne H. H. Ngu |
| 2005 | DEXA | On Effective E-mail Classification via Neural Networks. | Bin Cui, Anirban Mondal, Jialie Shen, Gao Cong, Kian-Lee Tan |
| 2005 | MMM | Semantic-Sensitive Classification for Large Image Libraries. | Jialie Shen, John Shepherd, Anne H. H. Ngu |
| 2004 | CIKM | Integrating heterogeneous reatures for efficient content based music retrieval. | Jialie Shen, John Shepherd, Anne H. H. Ngu |
| 2004 | DASFAA | Improving Query Effectiveness for Large Image Databases with Multiple Visual Feature Combination. | Jialie Shen, John Shepherd, Anne H. H. Ngu, Du Q. Huynh |
| 2003 | SIGMOD | 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 |