| 2025 | CGI | SpectralVAE: Spectral Variational Autoencoder for 3D Mesh Representation Learning. | Pengwei Zhou, Xiao Dong, Juan Cao, Zhonggui Chen |
| 2025 | HCI | Research on Custom Font Design in Chinese Tourist Cities from the Perspective of Semantics - Taking Zhuhai as an Example. | Shuai-Hua Jin, Xiao Dong |
| 2025 | ICASSP | PD-SDF: Dynamic Surface Reconstruction Based on Plane Decomposition for Single View RGB-D Videos. | Jinwen Li, Weixing Xie, Junfeng Yao, Shaoqi Wu, Youhong Peng, Mengyuan Ge, Xiao Dong |
| 2025 | ICASSP | EasyControl: Adding Control to Video Diffusion for Controllable Video Generation and Interpolation. | Cong Wang, Jiaxi Gu, Panwen Hu, Xiao Dong, Yuanfan Guo, Hang Xu, Xiaodan Liang |
| 2025 | ICASSP | DreamVideo: High-Fidelity Image-to-Video Generation with Image Retention and Text Guidance. | Cong Wang, Jiaxi Gu, Panwen Hu, Yuanfan Guo, Xiao Dong, Hang Xu, Xiaodan Liang |
| 2025 | ICCAD | Accelerating Electro-Thermal Co-Analysis via Coarse-to-Fine Physics-Informed Neural Networks. | Xiao Dong, Songyu Sun, Xunzhao Yin, Zhou Jin, Zhiguo Shi, Cheng Zhuo |
| 2025 | ICLR | CatVTON: Concatenation Is All You Need for Virtual Try-On with Diffusion Models. | Zheng Chong, Xiao Dong, Haoxiang Li, Shiyue Zhang, Wenqing Zhang, Hanqing Zhao, Xujie Zhang, Dongmei Jiang, Xiaodan Liang |
| 2025 | Interspeech | Neutral Tone Variation in Beijing Mandarin: Is Neutral Tone Toneless? | Xiao Dong, Fengming Liu, Chien-Jer Charles Lin, Monica Nesbitt, Shuju Shi |
| 2024 | ASPDAC | SPIRAL: Signal-Power Integrity Co-Analysis for High-Speed Inter-Chiplet Serial Links Validation. | Xiao Dong, Songyu Sun, Yangfan Jiang, Jingtong Hu, Dawei Gao, Cheng Zhuo |
| 2024 | CSCWD | Knowledge Graph-based Optimization of Multi-AGV Cooperative Handling in Flexible Workshops. | Xiao Dong, Xiaojun Zheng, Yaning Song |
| 2024 | ICASSP | DRSM: Efficient Neural 4D Decomposition for Dynamic Reconstruction in Stationary Monocular Cameras. | Weixing Xie, Xiao Dong, Yong Yang, Qiqin Lin, Jingze Chen, Junfeng Yao, Xiaohu Guo |
| 2024 | ICCAD | LiTformer: Efficient Modeling and Analysis of High-Speed Link Transmitters Using Non-Autoregressive Transformer. | Songyu Sun, Xiao Dong, Yanliang Sha, Quan Chen, Cheng Zhuo |
| 2024 | IGARSS | Mixed Pixel Spatial Unmixing with Hyperspectral LiDAR Echo Waveform Analysis. | Yuhao Xia, Shilong Xu, Shengjie Ma, Wenxin Tian, Xiao Dong, Fei Han, Yihua Hu |
| 2024 | MICCAI | SurgicalGaussian: Deformable 3D Gaussians for High-Fidelity Surgical Scene Reconstruction. | Weixing Xie, Junfeng Yao, Xianpeng Cao, Qiqin Lin, Zerui Tang, Xiao Dong, Xiaohu Guo |
| 2023 | ADMA | Generating Enlightened Suggestions Based on Mental State Evolution for Emotional Support Conversation. | Mengjiao Gan, Jianxing Yu, Xiao Dong, Shuang Qiu, Wei Liu, Jian Yin |
| 2023 | ADMA | Multi-modal Multi-emotion Emotional Support Conversation. | Guangya Liu, Xiao Dong, Mengxiang Wang, Jianxing Yu, Mengjiao Gan, Wei Liu, Jian Yin |
| 2023 | ICCAD | Invited Paper: Unleashing the Potential of Machine Learning: Harnessing the Dynamics of Supply Noise for Timing Sign-Off. | Yufei Chen, Xiao Dong, Wei-Kai Shih, Cheng Zhuo |
| 2023 | ICONIP | CSEC: A Chinese Semantic Error Correction Dataset for Written Correction. | Wenxin Huang, Xiao Dong, Mengxiang Wang, Guangya Liu, Jianxing Yu, Huaijie Zhu, Jian Yin |
| 2023 | PG | A Style Transfer Network of Local Geometry for 3D Mesh Stylization. | Hongyuan Kang, Xiao Dong, Xufei Guo, Juan Cao, Zhonggui Chen |
| 2022 | ASPDAC | Application of Deep Learning in Back-End Simulation: Challenges and Opportunities. | Yufei Chen, Haojie Pei, Xiao Dong, Zhou Jin, Cheng Zhuo |
| 2022 | CVPR | M5Product: Self-harmonized Contrastive Learning for E-commercial Multi-modal Pretraining. | Xiao Dong, Xunlin Zhan, Yangxin Wu, Yunchao Wei, Michael C. Kampffmeyer, Xiaoyong Wei, Minlong Lu, Yaowei Wang, Xiaodan Liang |
| 2022 | DAC | Worst-case dynamic power distribution network noise prediction using convolutional neural network. | Xiao Dong, Yufei Chen, Xunzhao Yin, Cheng Zhuo |
| 2022 | Interspeech | Mandarin Tone Sandhi Realization: Evidence from Large Speech Corpora. | Zuoyu Tian, Xiao Dong, Feier Gao, Haining Wang, Chien-Jer Charles Lin |
| 2021 | AMIA | Generalizable Gated Recurrent Neural Network based model to predict COVID-19 patient outcomes on admission. | Laila Rasmy, Bijun S. Kannadath, Masayuki Nigo, Ziqian Xie, Bingyu Mao, Khush A. Patel, Yujia Zhou, Xiao Dong, Hua Xu, Degui Zhi |
| 2021 | CGO | Unleashing the Low-Precision Computation Potential of Tensor Cores on GPUs. | Guangli Li, Jingling Xue, Lei Liu, Xueying Wang, Xiu Ma, Xiao Dong, Jiansong Li, Xiaobing Feng |
| 2021 | HCOMP | Iterative Human-in-the-Loop Discovery of Unknown Unknowns in Image Datasets. | Lei Han, Xiao Dong, Gianluca Demartini |
| 2021 | ICCV | Product1M: Towards Weakly Supervised Instance-Level Product Retrieval via Cross-Modal Pretraining. | Xunlin Zhan, Yangxin Wu, Xiao Dong, Yunchao Wei, Minlong Lu, Yichi Zhang, Hang Xu, Xiaodan Liang |
| 2021 | ISPASS | Pinpointing the Memory Behaviors of DNN Training. | Jiansong Li, Xiao Dong, Guangli Li, Peng Zhao, Xueying Wang, Xiaobing Chen, Xianzhi Yu, Yongxin Yang, Zihan Jiang, Wei Cao, Lei Liu, Xiaobing Feng |
| 2020 | AMIA | Normalizing Clinical Document Titles to LOINC Document Ontology: an Initial Study. | Xu Zuo, Jianfu Li, Bo Zhao, Yujia Zhou, Xiao Dong, Jon D. Duke, Karthik Natarajan, George Hripcsak, Nigam Shah, Juan M. Banda, Ruth M. Reeves, Hua Xu |
| 2020 | ECAI | A Region Selection Model to Identify Unknown Unknowns in Image Datasets. | Xiao Dong, Huaxiang Zhang, Gianluca Demartini |
| 2020 | EuroPar | Accelerating Deep Learning Inference with Cross-Layer Data Reuse on GPUs. | Xueying Wang, Guangli Li, Xiao Dong, Jiansong Li, Lei Liu, Xiaobing Feng |
| 2020 | ISPA | Characterizing the I/O Pipeline in the Deployment of CNNs on Commercial Accelerators. | Jiansong Li, Zihan Jiang, Fangxin Liu, Xiao Dong, Guangli Li, Xueying Wang, Wei Cao, Lei Liu, Yanzhi Wang, Tao Li, Xiaobing Feng |
| 2020 | NPC | Compiler-Assisted Operator Template Library for DNN Accelerators. | Jiansong Li, Wei Cao, Xiao Dong, Guangli Li, Xueying Wang, Lei Liu, Xiaobing Feng |
| 2019 | AMIA | Enabling Privacy Preserving Record Linkage Systems Using Asymmetric Key Cryptography. | Xiao Dong, David Randolph, Subhash Kumar Kolar Rajanna |
| 2019 | PPoPP | Exploiting the input sparsity to accelerate deep neural networks: poster. | Xiao Dong, Lei Liu, Guangli Li, Jiansong Li, Peng Zhao, Xueying Wang, Xiaobing Feng |
| 2018 | AMIA | Guideline-driven data quality assessment- A case study of warfarin management. | Xiao Dong, Yaoyun Zhang, Hua Xu, Chunhua Weng |
| 2018 | ICANN | Fast CNN Pruning via Redundancy-Aware Training. | Xiao Dong, Lei Liu, Guangli Li, Peng Zhao, Xiaobing Feng |
| 2018 | ICANN | Auto-tuning Neural Network Quantization Framework for Collaborative Inference Between the Cloud and Edge. | Guangli Li, Lei Liu, Xueying Wang, Xiao Dong, Peng Zhao, Xiaobing Feng |
| 2018 | IJCAI | Adaptive Collaborative Similarity Learning for Unsupervised Multi-view Feature Selection. | Xiao Dong, Lei Zhu, Xuemeng Song, Jingjing Li, Zhiyong Cheng |
| 2018 | IJCNN | Background Subtraction on Depth Videos with Convolutional Neural Networks. | Xueying Wang, Lei Liu, Guangli Li, Xiao Dong, Peng Zhao, Xiaobing Feng |
| 2016 | AMIA | GWAS Finder: Search Engine for GWAS Datasets in Biomedical Literature. | Xiao Dong, Yaoyun Zhang, Hua Xu |
| 2016 | IGARSS | A sparse optimization method for masking effect removal in noise synthetic aperture radar. | Xiao Dong, Yunhua Zhang, Wenshuai Zhai |
| 2015 | AMIA | Citation Sentiment Analysis in Clinical Trial Papers. | Jun Xu, Yaoyun Zhang, Yonghui Wu, Jingqi Wang, Xiao Dong, Hua Xu |
| 2015 | EUSPN | COC: An Ontology for Capturing Semantics of Circle of Care. | Xiao Dong, Reza Samavi, Thodoros Topaloglou |
| 2011 | CHI | Entity-linking interfaces in user-contributed content: preference and performance. | Xiao Dong, F. Maxwell Harper, Joseph A. Konstan |
| 2011 | HCI | Using Uncertainty to Inform Information Sufficiency in Decision Making. | Xiao Dong, Caroline C. Hayes |
| 2011 | ICIG | Fast Local Scale Control Based Blur Edge Detection. | Yuan Wu, Weifeng Wu, Qian Huang, Xiao Dong |
| 2010 | MICCAI | Automated Intervertebral Disc Detection from Low Resolution, Sparse MRI Images for the Planning of Scan Geometries. | Xiao Dong, Huanxiang Lu, Yasuo Sakurai, Hitoshi Yamagata, Guoyan Zheng, Mauricio Reyes |
| 2009 | HCI | Context Awareness and Perceived Interactivity in Multimedia Computing. | Xiao Dong, Pei-Luen Patrick Rau |
| 2008 | SSPR | Automatic Mutual Nonrigid Registration of Dense Surfaces by Graphical Model Based Inference. | Xiao Dong, Guoyan Zheng |
| 2007 | ACIVS | Particle Filter Based Automatic Reconstruction of a Patient-Specific Surface Model of a Proximal Femur from Calibrated X-Ray Images for Surgical Navigation. | Guoyan Zheng, Xiao Dong |
| 2007 | MICCAI | Unsupervised Reconstruction of a Patient-Specific Surface Model of a Proximal Femur from Calibrated Fluoroscopic Images. | Guoyan Zheng, Xiao Dong, Miguel ngel Gonzlez Ballester |
| 2007 | WACV | Automatic Extraction of Femur Contours from Calibrated Fluoroscopic Images. | Xiao Dong, Miguel ngel Gonzlez Ballester, Guoyan Zheng |
| 2006 | ICARCV | Determining Geometrical Parameters by Particle Filter for Automatic Reconstruction of Surface Model of Proximal Femur from Biplanar Calibrated Fluoroscopic Images. | Xiao Dong, Guoyan Zheng |
| 2006 | ICPR | A Computational Framework for Automatic Determination of Morphological Parameters of Proximal Femur from Intraoperative Fluoroscopic Images. | Xiao Dong, Guoyan Zheng |