| 2026 | AAAI | MrCoM: A Meta-Regularized World-Model Generalizing Across Multi-Scenarios. | Xuantang Xiong, Ni Mu, Runpeng Xie, Senhao Yang, Yaqing Wang, Lexiang Wang, Yao Luan, Siyuan Li, Shuang Xu, Yiqin Yang, Bo Xu |
| 2025 | CogSci | DPMT: Dual Process Multi-scale Theory of Mind Framework for Real-time Human-AI Collaboration. | Xiyun Li, Yining Ding, Yuhua Jiang, Yunlong Zhao, Runpeng Xie, Shuang Xu, Yuanhua Ni, Yiqin Yang, Bo Xu |
| 2025 | CVPR | Task-driven Image Fusion with Learnable Fusion Loss. | Haowen Bai, Jiangshe Zhang, Zixiang Zhao, Yichen Wu, Lilun Deng, Yukun Cui, Tao Feng, Shuang Xu |
| 2025 | ICASSP | Enhancing Image Editing with Chain-of-Thought Reasoning and Multimodal Large Language Models. | Mengxue Kang, Xinyu Zhang, Fei Wei, Shuang Xu, Yuhe Liu |
| 2025 | ICCV | Retinex-MEF: Retinex-Based Glare Effects Aware Unsupervised Multi-Exposure Image Fusion. | Haowen Bai, Jiangshe Zhang, Zixiang Zhao, Lilun Deng, Yukun Cui, Shuang Xu |
| 2025 | ICCV | Hipandas: Hyperspectral Image Joint Denoising and Super-Resolution by Image Fusion with the Panchromatic Image. | Shuang Xu, Zixiang Zhao, Haowen Bai, Chang Yu, Jiangjun Peng, Xiangyong Cao, Deyu Meng |
| 2025 | IJCAI | Beyond Low-rankness: Guaranteed Matrix Recovery via Modified Nuclear Norm. | Jiangjun Peng, Yisi Luo, Xiangyong Cao, Shuang Xu, Deyu Meng |
| 2025 | IJCAI | Fast Guaranteed Tensor Recovery with Adaptive Tensor Nuclear Norm. | Jiangjun Peng, Hailin Wang, Xiangyong Cao, Shuang Xu |
| 2024 | CVPR | Equivariant Multi-Modality Image Fusion. | Zixiang Zhao, Haowen Bai, Jiangshe Zhang, Yulun Zhang, Kai Zhang, Shuang Xu, Dongdong Chen, Radu Timofte, Luc Van Gool |
| 2024 | ICASSP | MaDE: Multi-Scale Decision Enhancement for Multi-Agent Reinforcement Learning. | Jingqing Ruan, Runpeng Xie, Xuantang Xiong, Shuang Xu, Bo Xu |
| 2024 | ICASSP | UNeC: Unsupervised Exploring In Controllable Space. | Xuantang Xiong, Linghui Meng, Jingqing Ruan, Shuang Xu, Bo Xu |
| 2024 | IJCNN | SA-MPF: A Status-Aware Mask Prediction Framework for Online Disease Diagnosis. | Zefa Hu, Linghui Meng, Yunlong Zhao, Yuanyuan Zhao, Shuang Xu, Bo Xu |
| 2024 | IJCNN | T-Agent: A Term-Aware Agent for Medical Dialogue Generation. | Zefa Hu, Haozhi Zhao, Yuanyuan Zhao, Shuang Xu, Bo Xu |
| 2024 | IJCNN | TaCoD: Tasks-Commonality-Aware World in Meta Reinforcement Learning. | Xuantang Xiong, Shuang Xu, Bo Xu |
| 2024 | IJCNN | Bridge the Query and Document: Contrastive Learning for Generative Document Retrieval. | Yunlong Zhao, Ziyi Ni, Zefa Hu, Shuang Xu, Bo Xu |
| 2023 | CVPR | CDDFuse: Correlation-Driven Dual-Branch Feature Decomposition for Multi-Modality Image Fusion. | Zixiang Zhao, Haowen Bai, Jiangshe Zhang, Yulun Zhang, Shuang Xu, Zudi Lin, Radu Timofte, Luc Van Gool |
| 2023 | CVPR | Deep Convolutional Sparse Coding Networks for Interpretable Image Fusion. | Zixiang Zhao, Jiang-She Zhang, Haowen Bai, Yicheng Wang, Yukun Cui, Lilun Deng, Kai Sun, Chunxia Zhang, Junmin Liu, Shuang Xu |
| 2023 | ICA3PP | A Novel Sensor Method for Dietary Detection. | Long Tan, Dengao Li, Shuang Xu, Xiuzhen Guo, Shufeng Hao |
| 2023 | ICASSP | Matching-Based Term Semantics Pre-Training for Spoken Patient Query Understanding. | Zefa Hu, Xiuyi Chen, Haoran Wu, Minglun Han, Ziyi Ni, Jing Shi, Shuang Xu, Bo Xu |
| 2023 | ICCV | Spherical Space Feature Decomposition for Guided Depth Map Super-Resolution. | Zixiang Zhao, Jiangshe Zhang, Xiang Gu, Chengli Tan, Shuang Xu, Yulun Zhang, Radu Timofte, Luc Van Gool |
| 2023 | ICCV | DDFM: Denoising Diffusion Model for Multi-Modality Image Fusion. | Zixiang Zhao, Haowen Bai, Yuanzhi Zhu, Jiangshe Zhang, Shuang Xu, Yulun Zhang, Kai Zhang, Deyu Meng, Radu Timofte, Luc Van Gool |
| 2023 | ICONIP | Make Spoken Document Readable: Leveraging Graph Attention Networks for Chinese Document-Level Spoken-to-Written Simplification. | Yunlong Zhao, Haoran Wu, Shuang Xu, Bo Xu |
| 2023 | Interspeech | Enhancing Visual Question Answering via Deconstructing Questions and Explicating Answers. | Feilong Chen, Minglun Han, Jing Shi, Shuang Xu, Bo Xu |
| 2023 | Interspeech | Knowledge Transfer from Pre-trained Language Models to Cif-based Speech Recognizers via Hierarchical Distillation. | Minglun Han, Feilong Chen, Jing Shi, Shuang Xu, Bo Xu |
| 2022 | CVPR | Discrete Cosine Transform Network for Guided Depth Map Super-Resolution. | Zixiang Zhao, Jiangshe Zhang, Shuang Xu, Zudi Lin, Hanspeter Pfister |
| 2022 | ICASSP | A Multi Domain Knowledge Enhanced Matching Network for Response Selection in Retrieval-Based Dialogue Systems. | Xiuyi Chen, Feilong Chen, Shuang Xu, Bo Xu |
| 2022 | ICASSP | Improving Cross-Modal Understanding in Visual Dialog Via Contrastive Learning. | Feilong Chen, Xiuyi Chen, Shuang Xu, Bo Xu |
| 2022 | IJCNN | Joint Modeling of Document and Label with Clause Interaction Hypergraph for ICD Medical Code Assignment. | Haoran Wu, Linghui Meng, Shuang Xu, Bo Xu |
| 2021 | AAAI | Consecutive Decoding for Speech-to-text Translation. | Qianqian Dong, Mingxuan Wang, Hao Zhou, Shuang Xu, Bo Xu, Lei Li |
| 2021 | AAAI | Listen, Understand and Translate: Triple Supervision Decouples End-to-end Speech-to-text Translation. | Qianqian Dong, Rong Ye, Mingxuan Wang, Hao Zhou, Shuang Xu, Bo Xu, Lei Li |
| 2021 | AAAI | Learning Flexibly Distributional Representation for Low-quality 3D Face Recognition. | Zihui Zhang, Cuican Yu, Shuang Xu, Huibin Li |
| 2021 | CVPR | Deep Gradient Projection Networks for Pan-sharpening. | Shuang Xu, Jiangshe Zhang, Zixiang Zhao, Kai Sun, Junmin Liu, Chunxia Zhang |
| 2021 | NAACL | Counterfactual Supporting Facts Extraction for Explainable Medical Record Based Diagnosis with Graph Network. | Haoran Wu, Wei Chen, Shuang Xu, Bo Xu |
| 2020 | COLING | Knowledge Aware Emotion Recognition in Textual Conversations via Multi-Task Incremental Transformer. | Duzhen Zhang, Xiuyi Chen, Shuang Xu, Bo Xu |
| 2020 | ECCV | Asymmetric Two-Stream Architecture for Accurate RGB-D Saliency Detection. | Miao Zhang, Sun Xiao Fei, Jie Liu, Shuang Xu, Yongri Piao, Huchuan Lu |
| 2020 | EMNLP | Bridging the Gap between Prior and Posterior Knowledge Selection for Knowledge-Grounded Dialogue Generation. | Xiuyi Chen, Fandong Meng, Peng Li, Feilong Chen, Shuang Xu, Bo Xu, Jie Zhou |
| 2020 | IJCAI | DIDFuse: Deep Image Decomposition for Infrared and Visible Image Fusion. | Zixiang Zhao, Shuang Xu, Chunxia Zhang, Junmin Liu, Jiangshe Zhang, Pengfei Li |
| 2019 | AAAI | Adapting Translation Models for Transcript Disfluency Detection. | Qianqian Dong, Feng Wang, Zhen Yang, Wei Chen, Shuang Xu, Bo Xu |
| 2018 | COLING | Semi-Supervised Disfluency Detection. | Feng Wang, Wei Chen, Zhen Yang, Qianqian Dong, Shuang Xu, Bo Xu |
| 2018 | CSCWD | A study on QoE-QoS relationship for multimedia services in satellite networks. | Shuang Xu, Xingwei Wang, Min Huang |
| 2018 | HCI | Conducting Cost-Effective User Research in China Remotely. | Shuang Liu, Shuang Xu |
| 2018 | ICASSP | Speech-Transformer: A No-Recurrence Sequence-to-Sequence Model for Speech Recognition. | Linhao Dong, Shuang Xu, Bo Xu |
| 2018 | ICASSP | CBLDNN-Based Speaker-Independent Speech Separation Via Generative Adversarial Training. | Chenxing Li, Lei Zhu, Shuang Xu, Peng Gao, Bo Xu |
| 2018 | ICMLC | Pretreatment of sEMG Using Wavelet Threshold Method. | Du Jiang, Gongfa Li, Ying Sun, Guozhang Jiang, Jianyi Kong, Shuang Xu |
| 2018 | ICMLC | Research On Image Compression Technology Based On Bp Neural Network. | Cheng-Cheng Li, Gongfa Li, Ying Sun, Guozhang Jiang, Jianyi Kong, Shuang Xu |
| 2018 | ICMLC | Image Segmentation Algorithm Based On Clustering. | Hao Wu, Gongfa Li, Ying Sun, Bo Tao, Jianyi Kong, Shuang Xu |
| 2018 | ICMLC | Electromechanical Control Based On Artificial Neural Network. | Ming-Chao Yu, Gongfa Li, Ying Sun, Bo Tao, Guozhang Jiang, Shuang Xu |
| 2018 | ICONIP | A Comparison of Modeling Units in Sequence-to-Sequence Speech Recognition with the Transformer on Mandarin Chinese. | Shiyu Zhou, Linhao Dong, Shuang Xu, Bo Xu |
| 2018 | ICPR | Compression of Acoustic Model via Knowledge Distillation and Pruning. | Chenxing Li, Lei Zhu, Shuang Xu, Peng Gao, Bo Xu |
| 2018 | ICPR | Recurrent Neural Network Based Small-footprint Wake-up-word Speech Recognition System with a Score Calibration Method. | Chenxing Li, Lei Zhu, Shuang Xu, Peng Gao, Bo Xu |
| 2018 | IJCNN | Syllable-Based Acoustic Modeling with CTC for Multi-Scenarios Mandarin speech recognition. | Yuanyuan Zhao, Linhao Dong, Shuang Xu, Bo Xu |
| 2018 | Interspeech | Single-channel Speech Dereverberation via Generative Adversarial Training. | Chenxing Li, Tieqiang Wang, Shuang Xu, Bo Xu |
| 2018 | Interspeech | Syllable-Based Sequence-to-Sequence Speech Recognition with the Transformer in Mandarin Chinese. | Shiyu Zhou, Linhao Dong, Shuang Xu, Bo Xu |
| 2017 | EMNLP | Towards Compact and Fast Neural Machine Translation Using a Combined Method. | Xiaowei Zhang, Wei Chen, Feng Wang, Shuang Xu, Bo Xu |
| 2017 | ICONIP | Word-Level Permutation and Improved Lower Frame Rate for RNN-Based Acoustic Modeling. | Yuanyuan Zhao, Shiyu Zhou, Shuang Xu, Bo Xu |
| 2017 | IJCNN | A class-specific copy network for handling the rare word problem in neural machine translation. | Feng Wang, Wei Chen, Zhen Yang, Xiaowei Zhang, Shuang Xu, Bo Xu |
| 2017 | Interspeech | Multilingual Recurrent Neural Networks with Residual Learning for Low-Resource Speech Recognition. | Shiyu Zhou, Yuanyuan Zhao, Shuang Xu, Bo Xu |
| 2017 | ISPA | A Routing Scheme for Software-Defined Satellite Network. | Linlin Zhang, Xingwei Wang, Min Huang, Shuang Xu |
| 2016 | HCI | Where Is Siri? The Accessibility Design Challenges for Enterprise Touchscreen Interfaces. | Shuang Xu, Chester Cornelio, Marisa Gianfortune |
| 2016 | ICASSP | Gating recurrent mixture density networks for acoustic modeling in statistical parametric speech synthesis. | Wenfu Wang, Shuang Xu, Bo Xu |
| 2016 | Interspeech | First Step Towards End-to-End Parametric TTS Synthesis: Generating Spectral Parameters with Neural Attention. | Wenfu Wang, Shuang Xu, Bo Xu |
| 2016 | Interspeech | Multidimensional Residual Learning Based on Recurrent Neural Networks for Acoustic Modeling. | Yuanyuan Zhao, Shuang Xu, Bo Xu |
| 2015 | HCI | Improving Accessibility Design on Touchscreens. | Shuang Xu |
| 2015 | ICNC | Capacity analysis method for MLSN based on improved DGA. | Shuang Xu, Xingwei Wang, Min Huang |
| 2013 | HCI | Design Touch Feedback for Blind Users. | Shuang Xu, Kyle Bailey |
| 2011 | HCI | Usability Issues in Introducing Capacitive Interaction into Mobile Navigation. | Shuang Xu, Keith Bradburn |
| 2010 | ICNC | A bi-directional compressed 2DPCA for palmprint recognition based on Gabor wavelets. | Shuang Xu, Jidong Suo, JiYin Zhao, Jifeng Ding |
| 2009 | CIS | Study of Spectrum Analysis Based on EMD Adaptive Filter. | Zeng-li Liu, Shuang Xu, Haiyan Quan, Yi-gang Guo |
| 2009 | ICASSP | Automatic pronunciation error detection based on linguistic knowledge and pronunciation space. | Shuang Xu, Jie Jiang, Zhenbiao Chen, Bo Xu |
| 2007 | ACCV | Discriminant Clustering Embedding for Face Recognition with Image Sets. | Youdong Zhao, Shuang Xu, Yunde Jia |
| 2007 | HCI | User Expectations from Dictation on Mobile Devices. | Santosh Basapur, Shuang Xu, Mark Ahlenius, Young Seok Lee |
| 2007 | HCI | An Empirical Study on Users' Acceptance of Speech Recognition Errors in Text-Messaging. | Shuang Xu, Santosh Basapur, Mark Ahlenius, Deborah Matteo |
| 2007 | ISNN | Facial Expression Analysis on Semantic Neighborhood Preserving Embedding. | Shuang Xu, Yunde Jia, Youdong Zhao |
| 2006 | ICIP | Coding Facial Expression with Oriented Steerable Filters. | Shuang Xu, Yunde Jia, Xiaoxun Zhang |