| 2026 | AAAI | Zero-shot Implicit Neural Manifold Representation (INMR) for Ultra-high Temporal Resolution Dynamic MRI. | Jie Feng, Rui Luo, Tian Zeng, Xin Shen, Haikun Qi, Yuyao Zhang, Dong Liang, Hongjiang Wei |
| 2025 | CVPR | Blind Bitstream-corrupted Video Recovery via Metadata-guided Diffusion Model. | Shuyun Wang, Hu Zhang, Xin Shen, Dadong Wang, Xin Yu |
| 2025 | CVPR | M3GYM: A Large-Scale Multimodal Multi-view Multi-person Pose Dataset for Fitness Activity Understanding in Real-world Settings. | Qingzheng Xu, Ru Cao, Xin Shen, Heming Du, Sen Wang, Xin Yu |
| 2025 | ICCV | Cross-View Isolated Sign Language Recognition via View Synthesis and Feature Disentanglement. | Xin Shen, Xinyu Wang, Lei Shen, Kaihao Zhang, Xin Yu |
| 2025 | IJCAI | Multimodal Retina Image Analysis Survey: Datasets, Tasks and Methods. | Hongwei Sheng, Heming Du, Xin Shen, Sen Wang, Xin Yu |
| 2025 | MICCAI | Graph Disentanglement Learning for fMRI Analysis: Decoupling Disease, Covariates, and Individual Variability. | Shengjie Zhang, Zhuangzhuang Jiang, Xin Shen, Ziqi Yu, Xiang Chen, Xiao-Yong Zhang, Yuan Zhou |
| 2025 | WWW | AuslanWeb: A Scalable Web-Based Australian Sign Language Communication System for Deaf and Hearing Individuals. | Xin Shen, Heming Du, Hongwei Sheng, Lincheng Li, Kaihao Zhang |
| 2025 | WWW | Cross-View Isolated Sign Language Recognition Challenge: Design, Results and Future Research. | Xin Shen, Heming Du, Miao Xu, Miaomiao Liu, Xin Yu |
| 2024 | CIKM | Explainable and Coherent Complement Recommendation Based on Large Language Models. | Zelong Li, Yan Liang, Ming Wang, Sungro Yoon, Jiaying Shi, Xin Shen, Xiang He, Chenwei Zhang, Wenyi Wu, Hanbo Wang, Jin Li, Jim Chan, Yongfeng Zhang |
| 2024 | KDD | Shopping Trajectory Representation Learning with Pre-training for E-commerce Customer Understanding and Recommendation. | Yankai Chen, Quoc-Tuan Truong, Xin Shen, Jin Li, Irwin King |
| 2023 | AAAI | MNER-QG: An End-to-End MRC Framework for Multimodal Named Entity Recognition with Query Grounding. | Meihuizi Jia, Lei Shen, Xin Shen, Lejian Liao, Meng Chen, Xiaodong He, Zhendong Chen, Jiaqi Li |
| 2023 | CIKM | G-STO: Sequential Main Shopping Intention Detection via Graph-Regularized Stochastic Transformer. | Yuchen Zhuang, Xin Shen, Yan Zhao, Chaosheng Dong, Ming Wang, Jin Li, Chao Zhang |
| 2023 | KDD | Text Is All You Need: Learning Language Representations for Sequential Recommendation. | Jiacheng Li, Ming Wang, Jin Li, Jinmiao Fu, Xin Shen, Jingbo Shang, Julian J. McAuley |
| 2022 | INFOCOM | Online Node Cooperation Strategy Design for Hierarchical Federated Learning. | Xin Shen, Zhuo Li, Xin Chen |
| 2022 | LREC | E-ConvRec: A Large-Scale Conversational Recommendation Dataset for E-Commerce Customer Service. | Meihuizi Jia, Ruixue Liu, Peiying Wang, Yang Song, Zexi Xi, Haobin Li, Xin Shen, Meng Chen, Jinhui Pang, Xiaodong He |
| 2021 | CIKM | Identifying Untrustworthy Samples: Data Filtering for Open-domain Dialogues with Bayesian Optimization. | Lei Shen, Haolan Zhan, Xin Shen, Hongshen Chen, Xiaofang Zhao, Xiaodan Zhu |
| 2021 | DASC | MSBiNN: Multi-scale Bipartite Graph Neural Network for Recommender System. | Yifan Chang, Xin Shen, Jing Gong, Zhixin Sun |
| 2021 | DASC | A hyperbolic embedding for scale-free networks. | Xin Shen, Weijian Huang, Jing Gong, Zhixin Sun |
| 2021 | ICASSP | Learning to Select Context in a Hierarchical and Global Perspective for Open-Domain Dialogue Generation. | Lei Shen, Haolan Zhan, Xin Shen, Yang Feng |
| 2021 | IJCAI | Two-stage Training for Learning from Label Proportions. | Jiabin Liu, Bo Wang, Xin Shen, Zhiquan Qi, Yingjie Tian |
| 2021 | IJCNN | Joint Distribution Adaptation via Wasserstein Adversarial Training. | Xiaolu Wang, Wenyong Zhang, Xin Shen, Huikang Liu |
| 2021 | ISPA | Optimization for Node Cooperation in Hierarchical Federated Learning. | Xin Shen, Zhuo Li, Xin Chen |
| 2021 | RANLP | Towards Domain-Generalizable Paraphrase Identification by Avoiding the Shortcut Learning. | Xin Shen, Wai Lam |
| 2020 | ICDE | Hierarchical Bipartite Graph Neural Networks: Towards Large-Scale E-commerce Applications. | Zhao Li, Xin Shen, Yuhang Jiao, Xuming Pan, Pengcheng Zou, Xianling Meng, Chengwei Yao, Jiajun Bu |
| 2019 | IGARSS | A Multi-Satellite Regional Imaging Mission Planning Method Based on Moom for Emergency Surveying and Mapping. | Yaxin Chen, Xin Shen, Shixue Li, Guo Zhang, Miaozhong Xu, Yulin Liu, Junfei Xu |
| 2018 | HCI | Modern Service Design Thinking on Traditional Culture-Based Services: A Case Study of the Service Businesses in Suzhou Old Town Areas. | Xin Shen, Cheng-Hung Lo |
| 2018 | KDD | Mobile Access Record Resolution on Large-Scale Identifier-Linkage Graphs. | Xin Shen, Hongxia Yang, Weizhao Xian, Martin Ester, Jiajun Bu, Zhongyao Wang, Can Wang |
| 2015 | ICDM | Alternating Direction Method of Multipliers for Nonparallel Support Vector Machines. | Xin Shen, Lingfeng Niu, Yingjie Tian, Yong Shi |
| 2014 | ICPR | Label Consistent Fisher Vectors for Supervised Feature Aggregation. | Quan Wang, Xin Shen, Meng Wang, Kim L. Boyer |