| 2025 | WWW | EGRec: Leveraging Generative Rich Intents for Enhanced Recommendation with Large Language Models. | Zhaorui Lian, Binzong Geng, Xiyu Chang, Yu Zhang, Ke Ding, Ziyu Lyu, Guanghu Yuan, Chengming Li, Min Yang, Zhaoxin Huan, Bin Shen, Yong He, Linjian Mo, Liang Zhang, Xing Zhu |
| 2024 | CIKM | The Devil is in the Sources! Knowledge Enhanced Cross-Domain Recommendation in an Information Bottleneck Perspective. | Binbin Hu, Weifan Wang, Shuhan Wang, Ziqi Liu, Bin Shen, Yong He, Jiawei Chen |
| 2024 | WWW | Aligned Side Information Fusion Method for Sequential Recommendation. | Shuhan Wang, Bin Shen, Xu Min, Yong He, Xiaolu Zhang, Liang Zhang, Jun Zhou, Linjian Mo |
| 2023 | CIKM | SeqGen: A Sequence Generator via User Side Information for Behavior Sparsity in Recommendation. | Xu Min, Xiaolu Zhang, Bin Shen, Shuhan Wang, Yong He, Changsheng Li, Jun Zhou |
| 2023 | CIKM | DAE: Distribution-Aware Embedding for Numerical Features in Click-Through Rate Prediction. | Bin Shen, Jingran Xu, Xu Min, Zeyu Ke, Yong He, Liang Zhang, Xin Dong, Linjian Mo |
| 2023 | SiggraphA | Exploration and Reflection on Design Research Methods in the design education in China's art academies: The preliminary exploration though World Building practice at China Academy of Art. | Bin Shen |
| 2022 | PRICAI | Mixture of Graph Enhanced Expert Networks for Multi-task Recommendation. | Binbin Hu, Bin Shen, Ruize Wu, Zhiqiang Zhang, Yuetian Cao, Yong He, Liang Zhang, Linjian Mo, Jun Zhou |
| 2022 | VTC | Blockchain-assisted D2D Data Sharing in Fog Computing. | Yi Peng, Taiping Cui, Bin Shen, Feng Lin, Xiaoge Huang, Qianbin Chen |
| 2022 | VTC | Clustering optimization and HOG Feature Extraction based Primary User Activity Scene Recognition Scheme. | Yu Wang, Xin Wang, Bin Shen, Taiping Cui |
| 2022 | WWW | Deep Partial Multiplex Network Embedding. | Qifan Wang, Yi Fang, Anirudh Ravula, Ruining He, Bin Shen, Jingang Wang, Xiaojun Quan, Dongfang Liu |
| 2021 | GLOBECOM | Weighted Centroid Location Based Spectrum Status Identification in Cognitive Radio Network. | Xiaowei Liang, Bin Shen, Taiping Cui, Longyang Huang |
| 2021 | VTC | Outage Performance Analysis of Underlay CR-NOMA Network with Coordinated Direct and Relay Transmissions. | Kunming Dong, Bin Shen, Huilin Jiang, Huaiwen Xu |
| 2021 | VTC | Performance Analysis of Full Duplex Cooperative NOMA System with Imperfect SIC. | Huilin Jiang, Bin Shen, Kunming Dong, Huaiwen Xu |
| 2020 | WCNC | Low Complexity Iterative Parallel Interference Cancellation Algorithms for Massive MIMO System. | Bin Shen, Hebiao Wu, Shufeng Zhao, Taiping Cui |
| 2020 | WCNC | Wireless Fingerprint Aided Spectrum Sensing in Cellular Cognitive Radio Networks. | Xin Wang, Siji Chen, Bin Shen, Taiping Cui |
| 2018 | ICONIP | BCMLP: Binary-Connected Multilayer Perceptrons. | Ningqi Luo, Binheng Song, Yinxu Pan, Bin Shen |
| 2018 | PRICAI | Uncertainty Estimation for Strong-Noise Data. | Bin Shen, Binheng Song |
| 2018 | SIGIR | Collaborative Memory Network for Recommendation Systems. | Travis Ebesu, Bin Shen, Yi Fang |
| 2017 | IJCAI | Instance-Level Label Propagation with Multi-Instance Learning. | Qifan Wang, Gal Chechik, Chen Sun, Bin Shen |
| 2017 | PIMRC | An LTE-U coexistence scheme based on cognitive channel switching and adaptive muting strategy. | Zhiqiang Wang, Hosen Md Shawkat, Sicong Zhao, Bin Shen |
| 2016 | ICASSP | Tag recommendation via robust probabilistic discriminative matrix factorization. | Cheng Lu, Bin Shen, Lu Zhang, Jan P. Allebach |
| 2016 | INDIN | A system of systems framework for sustainable fashion supply chain management in the big data era. | Tsan-Ming Choi, Bin Shen |
| 2015 | AAAI | SP-SVM: Large Margin Classifier for Data on Multiple Manifolds. | Bin Shen, Bao-Di Liu, Qifan Wang, Yi Fang, Jan P. Allebach |
| 2015 | AAAI | Learning to Hash on Structured Data. | Qifan Wang, Luo Si, Bin Shen |
| 2015 | AAAI | Nystrom Approximation for Sparse Kernel Methods: Theoretical Analysis and Empirical Evaluation. | Zenglin Xu, Rong Jin, Bin Shen, Shenghuo Zhu |
| 2015 | ICIG | A Locality Preserving Approach for Kernel PCA. | Yin Zheng, Bin Shen, Xiaofeng Yang, Wanli Ma, Bao-Di Liu, Yu-Jin Zhang |
| 2015 | ICIP | Locality sensitive dictionary learning for image classification. | Bao-Di Liu, Bin Shen, Xue Li |
| 2015 | IJCAI | Learning to Hash on Partial Multi-Modal Data. | Qifan Wang, Luo Si, Bin Shen |
| 2015 | PIMRC | Coalition formation based malicious user detection scheme in cognitive radio networks. | Xiaoge Huang, Liping Chen, Qianbin Chen, Bin Shen |
| 2014 | CIKM | Sparse Semantic Hashing for Efficient Large Scale Similarity Search. | Qifan Wang, Bin Shen, Zhiwei Zhang, Luo Si |
| 2014 | ECCV | Self-explanatory Sparse Representation for Image Classification. | Bao-Di Liu, Yu-Xiong Wang, Bin Shen, Yu-Jin Zhang, Martial Hebert |
| 2014 | ECCV | Binary Codes Embedding for Fast Image Tagging with Incomplete Labels. | Qifan Wang, Bin Shen, Shumiao Wang, Liang Li, Luo Si |
| 2014 | ICASSP | Blockwise coordinate descent schemes for sparse representation. | Bao-Di Liu, Yu-Xiong Wang, Bin Shen, Yu-Jin Zhang, Yanjiang Wang |
| 2014 | ICIP | Image tag completion by low-rank factorization with dual reconstruction structure preserved. | Xue Li, Yu-Jin Zhang, Bin Shen, Bao-Di Liu |
| 2014 | ICIP | TISVM: Large margin classifier for misaligned image classification. | Bin Shen, Bao-Di Liu, Jan P. Allebach |
| 2014 | ICIP | Robust nonnegative matrix factorization via L1 norm regularization by multiplicative updating rules. | Bin Shen, Bao-Di Liu, Qifan Wang, Rongrong Ji |
| 2014 | ICIP | Kernel tapering: A simple and effective approach to sparse kernels for image processing. | Bin Shen, Zenglin Xu, Jan P. Allebach |
| 2014 | SMC | Class specific subspace learning for collaborative representation. | Bao-Di Liu, Bin Shen, Yu-Xiong Wang, Weifeng Liu, Yanjiang Wang |
| 2013 | SMC | Self-Explanatory Convex Sparse Representation for Image Classification. | Bao-Di Liu, Yu-Xiong Wang, Bin Shen, Yu-Jin Zhang, Yanjiang Wang, Weifeng Liu |
| 2012 | APWEB | A Topological Description Language for Agent Networks. | Hao Lan Zhang, Chaoyi Pang, Xingsen Li, Bin Shen, Yan Jiang |
| 2012 | CEC | Bisexual evolution: A novel bisexual evolutionary framework based on the Fisher's runaway process. | Ran Cheng, Min Yao, Xiaowei Xue, Bin Shen |
| 2012 | CVPR | Online robust image alignment via iterative convex optimization. | Yi Wu, Bin Shen, Haibin Ling |
| 2011 | SIGIR | Forecasting counts of user visits for online display advertising with probabilistic latent class models. | Suleyman Cetintas, Datong Chen, Luo Si, Bin Shen, Zhanibek Datbayev |
| 2010 | AAAI | Non-Negative Matrix Factorization Clustering on Multiple Manifolds. | Bin Shen, Luo Si |
| 2009 | GLOBECOM | Optimal Linear Soft Fusion Schemes for Cooperative Sensing in Cognitive Radio Networks. | Bin Shen, Kyungsup Kwak, Zhiquan Bai |
| 2009 | ICASSP | Image inpainting via sparse representation. | Bin Shen, Wei Hu, Yimin Zhang, Yu-Jin Zhang |
| 2009 | ICNC | Research of SoftMan Migration Based on Linux Checkpoint. | Dongmei Ai, Guangping Zeng, Yang Yue, Bin Shen |
| 2009 | SMC | Foreground Segmentation via Sparse Representation. | Bin Shen, Yu-Jin Zhang |
| 2009 | WCNC | An optimal soft fusion scheme for cooperative spectrum sensing in cognitive radio network. | Bin Shen, Taiping Cui, Kyungsup Kwak, Chengshi Zhao, Zheng Zhou |
| 2008 | GLOBECOM | Cooperative Spectrum Allocation in Centralized Cognitive Networks Using Bipartite Matching. | Chengshi Zhao, Mingrui Zou, Bin Shen, Bumjung Kim, Kyungsup Kwak |
| 2008 | ICDM | Rules Extraction from Multiple Decisions Ordered Information Tables. | Bin Shen, Min Yao, Zhaohui Wu |
| 2008 | ICPR | Automatic coefficient selection in Weighted Maximum Margin Criterion. | Zhengdong Cheng, Bin Shen, Xiang Fan, Yu-Jin Zhang |
| 2006 | CCGRID | A WSRF-Based Resource Management System of Manufacturing Grid. | Yuan He, Tao Yu, Lilan Liu, Bin Shen, Haiyang Sun |
| 2006 | CCGRID | Analysis of the Bioinformatics Grid Technique Applications in China. | Ji Zhu, Ang Guo, Zhonghua Lu, Yongwei Wu, Bin Shen, Xuebin Chi |
| 2006 | ICDM | Ontology-based Association Rules Retrieval using Protege Tools. | Bin Shen, Min Yao, Zhaohui Wu, Yangu Zhang, Wensheng Yi |
| 2006 | PRICAI | Heuristic Information Based Improved Fuzzy Discrete PSO Method for Solving TSP. | Bin Shen, Min Yao, Wensheng Yi |
| 2005 | CIS | Mining Weighted Generalized Fuzzy Association Rules with Fuzzy Taxonomies. | Bin Shen, Min Yao, Yuan Bo |
| 2003 | ICTAI | Discriminative Parameter Learning of General Bayesian Network Classifiers. | Bin Shen, Xiaoyuan Su, Russell Greiner, Petr Muslek, Corrine Cheng |