| 2025 | CSCWD | A Data Contribution-Based Adaptive Federated Learning Approach for Wearable Activity Recognition. | Yi Zhao, Chunyu Hu, Xiaodong Yang, Lin Yuan, Xiang Tian, Tianlei Gao, Yiqiang Chen |
| 2025 | CVPR | Quad-Pixel Image Defocus Deblurring: A New Benchmark and Model. | Hang Chen, Yin Xie, Xiaoxiu Peng, Lihu Sun, Wenkai Su, Xiaodong Yang, Chengming Liu |
| 2025 | CVPR | All-directional Disparity Estimation for Real-world QPD Images. | Hongtao Yu, Shaohui Song, Lihu Sun, Wenkai Su, Xiaodong Yang, Chengming Liu |
| 2025 | ICASSP | EfficientSleepNet: A Novel Lightweight End-to-End Model for Automated Sleep Staging on Single-Channel EEG. | Fei Wang, Zekun Zheng, BangShun Hu, Xiaodong Yang, Maolin Tang, Haiyun Huang |
| 2025 | IJCNN | MPN: A Multimodal Prototypical Part Network for Enhanced Dermatological Diagnosis and Decision Support. | Jingwei Zhang, Xiaodong Yang, Ting Li, He Yuan, Hongying Liu |
| 2025 | SMC | Multi-modal Adaptive Synchronous Learning for Imbalanced Dermatosis Diagnosis. | Ziyu Dong, Shibo Zhang, Xiaodong Yang, Xin Qin |
| 2025 | WCNC | Hierarchical Semi-Supervised Federated Learning Method for Dermatosis Diagnosis. | Ruizhe Sun, Bixiao Zeng, Yiqiang Chen, Xiaodong Yang, Hanchao Yu |
| 2025 | TrustCom | A Privacy-Preserving Aggregation Scheme Based on Dual-Masking and Threshold Signature in Computing Power Network. | Xiaodong Yang, Junru He, Na Wang, Duojia Wang, Yuanxin Zhang, Yatong Zhong |
| 2025 | TrustCom | Multi-keyword Searchable Encryption Scheme with Policy Hiding Support for User Revocation in Cloud Environment. | Xuan Zhang, Suzhen Cao, Tianhao Zhang, Guorui Liu, Lei Han, Xiaodong Yang |
| 2025 | SDM | GAIM: Attacking Graph Neural Networks via Adversarial Influence Maximization. | Xiaodong Yang, Xiaoting Li, Huiyuan Chen, Yiwei Cai |
| 2024 | CVPR | RAM-Avatar: Real-time Photo-Realistic Avatar from Monocular Videos with Full-body Control. | Xiang Deng, Zerong Zheng, Yuxiang Zhang, Jingxiang Sun, Chao Xu, Xiaodong Yang, Lizhen Wang, Yebin Liu |
| 2024 | ICDM | Enhancing Distribution and Label Consistency for Graph Out-of-Distribution Generalization. | Song Wang, Xiaodong Yang, Rashidul Islam, Huiyuan Chen, Minghua Xu, Jundong Li, Yiwei Cai |
| 2024 | ICLR | Benign Oscillation of Stochastic Gradient Descent with Large Learning Rate. | Miao Lu, Beining Wu, Xiaodong Yang, Difan Zou |
| 2024 | ICML | Network Tight Community Detection. | Jiayi Deng, Xiaodong Yang, Jun Yu, Jun Liu, Zhaiming Shen, Danyang Huang, Huimin Cheng |
| 2024 | IJCAI | FedES: Federated Early-Stopping for Hindering Memorizing Heterogeneous Label Noise. | Bixiao Zeng, Xiaodong Yang, Yiqiang Chen, Zhiqi Shen, Hanchao Yu, Yingwei Zhang |
| 2024 | ICPR | C-PPT: A Channel-Wise Prototypical Part Transformer for Interpretable Perioperative Complication Prediction with Blood Pressure. | Jingwei Zhang, Xiaodong Yang, Yiqiang Chen, Ruizhe Sun |
| 2024 | IROS | Cross-Modal Self-Supervised Learning with Effective Contrastive Units for LiDAR Point Clouds. | Mu Cai, Chenxu Luo, Yong Jae Lee, Xiaodong Yang |
| 2024 | PAKDD | TFAugment: A Key Frequency-Driven Data Augmentation Method for Human Activity Recognition. | Hao Zhang, Bixiao Zeng, Mei Kuang, Xiaodong Yang, Hongfang Gong |
| 2023 | CVPR | PillarNeXt: Rethinking Network Designs for 3D Object Detection in LiDAR Point Clouds. | Jinyu Li, Chenxu Luo, Xiaodong Yang |
| 2023 | CVPR | ProphNet: Efficient Agent-Centric Motion Forecasting with Anchor-Informed Proposals. | Xishun Wang, Tong Su, Fang Da, Xiaodong Yang |
| 2023 | ICCV | DistillBEV: Boosting Multi-Camera 3D Object Detection with Cross-Modal Knowledge Distillation. | Zeyu Wang, Dingwen Li, Chenxu Luo, Cihang Xie, Xiaodong Yang |
| 2023 | ICCV | GEDepth: Ground Embedding for Monocular Depth Estimation. | Xiaodong Yang, Zhuang Ma, Zhiyu Ji, Zhe Ren |
| 2023 | ICML | Transcendental Idealism of Planner: Evaluating Perception from Planning Perspective for Autonomous Driving. | Weixin Li, Xiaodong Yang |
| 2022 | AAAI | Class-Wise Adaptive Self Distillation for Federated Learning on Non-IID Data (Student Abstract). | Yuting He, Yiqiang Chen, Xiaodong Yang, Yingwei Zhang, Bixiao Zeng |
| 2022 | ICIP | Hardware-Oriented Shallow Joint Demosaicing and Denoising. | Xiaodong Yang, Wengang Zhou, Houqiang Li |
| 2022 | IJCNN | Multi-Source Integration based Transfer Learning Method for Cross-User sEMG Gesture Recognition. | Kang Wang, Yiqiang Chen, Yingwei Zhang, Xiaodong Yang, Chunyu Hu |
| 2022 | UIC | DSWHAR: A Dynamic Sliding Window Based Human Activity Recognition Method. | Li Sun, Xiaodong Yang, Chunyu Hu |
| 2021 | BMVC | Hierarchical Contrastive Motion Learning for Video Action Recognition. | Xitong Yang, Xiaodong Yang, Sifei Liu, Deqing Sun, Larry Davis, Jan Kautz |
| 2021 | CAV | Robustness Verification of Semantic Segmentation Neural Networks Using Relaxed Reachability. | Hoang-Dung Tran, Neelanjana Pal, Patrick Musau, Diego Manzanas Lopez, Nathaniel Hamilton, Xiaodong Yang, Stanley Bak, Taylor T. Johnson |
| 2021 | CVPR | Self-Supervised Pillar Motion Learning for Autonomous Driving. | Chenxu Luo, Xiaodong Yang, Alan L. Yuille |
| 2021 | CVPR | The 5th AI City Challenge. | Milind Naphade, Shuo Wang, David C. Anastasiu, Zheng Tang, Ming-Ching Chang, Xiaodong Yang, Yue Yao, Liang Zheng, Pranamesh Chakraborty, Christian E. Lpez, Anuj Sharma, Qi Feng, Vitaly Ablavsky, Stan Sclaroff |
| 2021 | ICCV | Exploring Simple 3D Multi-Object Tracking for Autonomous Driving. | Chenxu Luo, Xiaodong Yang, Alan L. Yuille |
| 2021 | ICIP | Enhancing Alzheimer's Disease Diagnosis via Hierarchical 3D-FCN with Multi-Modal Features. | Chao Liu, Xiaodong Yang, Dading Chong, Wenwu Wang, Liang Li |
| 2021 | PRICAI | Hyperbolic Tangent Polynomial Parity Cyclic Learning Rate for Deep Neural Network. | Hong Lin, Xiaodong Yang, Binyan Wu, Ruyan Xiong |
| 2020 | AAAI | Instance-Wise Dynamic Sensor Selection for Human Activity Recognition. | Xiaodong Yang, Yiqiang Chen, Hanchao Yu, Yingwei Zhang, Wang Lu, Ruizhe Sun |
| 2020 | CAV | NNV: The Neural Network Verification Tool for Deep Neural Networks and Learning-Enabled Cyber-Physical Systems. | Hoang-Dung Tran, Xiaodong Yang, Diego Manzanas Lopez, Patrick Musau, Luan Viet Nguyen, Weiming Xiang, Stanley Bak, Taylor T. Johnson |
| 2020 | CVPR | The 4th AI City Challenge. | Milind Naphade, Shuo Wang, David C. Anastasiu, Zheng Tang, Ming-Ching Chang, Xiaodong Yang, Liang Zheng, Anuj Sharma, Rama Chellappa, Pranamesh Chakraborty |
| 2020 | CVPR | Instance-Aware, Context-Focused, and Memory-Efficient Weakly Supervised Object Detection. | Zhongzheng Ren, Zhiding Yu, Xiaodong Yang, Ming-Yu Liu, Yong Jae Lee, Alexander G. Schwing, Jan Kautz |
| 2020 | ECCV | Contrastive Learning for Weakly Supervised Phrase Grounding. | Tanmay Gupta, Arash Vahdat, Gal Chechik, Xiaodong Yang, Jan Kautz, Derek Hoiem |
| 2020 | ECCV | UFO | Zhongzheng Ren, Zhiding Yu, Xiaodong Yang, Ming-Yu Liu, Alexander G. Schwing, Jan Kautz |
| 2020 | ECCV | Simulating Content Consistent Vehicle Datasets with Attribute Descent. | Yue Yao, Liang Zheng, Xiaodong Yang, Milind Naphade, Tom Gedeon |
| 2020 | ECCV | Joint Disentangling and Adaptation for Cross-Domain Person Re-Identification. | Yang Zou, Xiaodong Yang, Zhiding Yu, B. V. K. Vijaya Kumar, Jan Kautz |
| 2020 | IJCAI | Bridging Cross-Tasks Gap for Cognitive Assessment via Fine-Grained Domain Adaptation. | Yingwei Zhang, Yiqiang Chen, Hanchao Yu, Zeping Lv, Qing Li, Xiaodong Yang |
| 2019 | CVPR | CityFlow: A City-Scale Benchmark for Multi-Target Multi-Camera Vehicle Tracking and Re-Identification. | Zheng Tang, Milind Naphade, Ming-Yu Liu, Xiaodong Yang, Stan Birchfield, Shuo Wang, Ratnesh Kumar, David C. Anastasiu, Jenq-Neng Hwang |
| 2019 | CVPR | STEP: Spatio-Temporal Progressive Learning for Video Action Detection. | Xitong Yang, Xiaodong Yang, Ming-Yu Liu, Fanyi Xiao, Larry S. Davis, Jan Kautz |
| 2019 | CVPR | Joint Discriminative and Generative Learning for Person Re-Identification. | Zhedong Zheng, Xiaodong Yang, Zhiding Yu, Liang Zheng, Yi Yang, Jan Kautz |
| 2019 | FM | Star-Based Reachability Analysis of Deep Neural Networks. | Hoang-Dung Tran, Diego Manzanas Lopez, Patrick Musau, Xiaodong Yang, Luan Viet Nguyen, Weiming Xiang, Taylor T. Johnson |
| 2019 | ICCV | A Delay Metric for Video Object Detection: What Average Precision Fails to Tell. | Huizi Mao, Xiaodong Yang, Bill Dally |
| 2019 | ICCV | PAMTRI: Pose-Aware Multi-Task Learning for Vehicle Re-Identification Using Highly Randomized Synthetic Data. | Zheng Tang, Milind Naphade, Stan Birchfield, Jonathan Tremblay, William Hodge, Ratnesh Kumar, Shuo Wang, Xiaodong Yang |
| 2019 | ICSE | Parallelizable reachability analysis algorithms for feed-forward neural networks. | Hoang-Dung Tran, Patrick Musau, Diego Manzanas Lopez, Xiaodong Yang, Luan Viet Nguyen, Weiming Xiang, Taylor T. Johnson |
| 2019 | UIC | Wearable Sensors Based Automatic Box and Block Test System. | Yingwei Zhang, Yiqiang Chen, Hanchao Yu, Zeping Lv, Pan Shang, Yiyi Ouyang, Xiaodong Yang, Wang Lu |
| 2018 | ACCV | Robust Multimodal Image Registration Using Deep Recurrent Reinforcement Learning. | Shanhui Sun, Jing Hu, Mingqing Yao, Jinrong Hu, Xiaodong Yang, Qi Song, Xi Wu |
| 2018 | BMVC | Budget-Aware Activity Detection with A Recurrent Policy Network. | Behrooz Mahasseni, Xiaodong Yang, Pavlo Molchanov, Jan Kautz |
| 2018 | CVPR | PWC-Net: CNNs for Optical Flow Using Pyramid, Warping, and Cost Volume. | Deqing Sun, Xiaodong Yang, Ming-Yu Liu, Jan Kautz |
| 2018 | CVPR | MoCoGAN: Decomposing Motion and Content for Video Generation. | Sergey Tulyakov, Ming-Yu Liu, Xiaodong Yang, Jan Kautz |
| 2018 | CVPR | Making Convolutional Networks Recurrent for Visual Sequence Learning. | Xiaodong Yang, Pavlo Molchanov, Jan Kautz |
| 2017 | CVPR | Dynamic Facial Analysis: From Bayesian Filtering to Recurrent Neural Network. | Jinwei Gu, Xiaodong Yang, Shalini De Mello, Jan Kautz |
| 2017 | ICIP | 3D convolutional neural network with multi-model framework for action recognition. | Longlong Jing, Yuancheng Ye, Xiaodong Yang, Yingli Tian |
| 2017 | IECON | Online energy flow control for residential microgrids with URGs: An event-driven approach. | Xiaodong Yang, Hangfei Wu, Youbing Zhang, Haibo He |
| 2017 | IGARSS | Estimation of leaf nitrogen content of maize based on Akaike's information criterion in Beijing. | Haikuan Feng, Haojie Pei, Fuqin Yang, Guijun Yang, Zhenhai Li, Xiaodong Yang, Huiling Long, Xiuliang Jin |
| 2017 | MICCAI | Non-rigid Registration of Retinal OCT Images Using Conditional Correlation Ratio. | Xueying Du, Lun Gong, Fei Shi, Xinjian Chen, Xiaodong Yang, Jian Zheng |
| 2017 | PIMRC | Wireless power transfer in cooperative dual-hop relaying systems with beamforming over generalized fading channels. | Osamah S. Badarneh, Imran Shafique Ansari, Michel Kadoch, Xiaodong Yang |
| 2017 | QRS | A New Recognition Method for M-QAM Signals in Software Defined Radio. | Yuning Zhao, Xiaodong Yang, Yun Lin |
| 2016 | CVPR | Online Detection and Classification of Dynamic Hand Gestures with Recurrent 3D Convolutional Neural Networks. | Pavlo Molchanov, Xiaodong Yang, Shalini Gupta, Kihwan Kim, Stephen Tyree, Jan Kautz |
| 2016 | ICWS | A Reliability-Oriented Web Service Discovery Scheme with Cross-Layer Design in MANET. | Zhinan Li, Xiaodong Yang |
| 2015 | ISVC | Hybrid Example-Based Single Image Super-Resolution. | Yang Xian, Xiaodong Yang, Yingli Tian |
| 2015 | UIC | strDoctor: Indicate Stroke for Elderly through Body Sensing Game. | Hanchao Yu, Xiaodong Yang, Yiqiang Chen, Junfa Liu |
| 2015 | WiMob | Study of a novel multi-band antenna for body-centric wireless networks. | Waqas Farooq, Masood Ur Rehman, Xiaodong Yang, Qammer Hussain Abbasi |
| 2014 | CVPR | Super Normal Vector for Activity Recognition Using Depth Sequences. | Xiaodong Yang, Yingli Tian |
| 2014 | ECCV | Action Recognition Using Super Sparse Coding Vector with Spatio-temporal Awareness. | Xiaodong Yang, Yingli Tian |
| 2014 | IGARSS | Method to speed up LUT-based crop canopy parameter mapping. | Yingying Dong, Jinkai Zhang, Zhijie Wang, Karl Staenz, Craig A. Coburn, Wei Xu, Xiaodong Yang, Jihua Wang |
| 2014 | SIGGRAPH | Polynormal Fisher vector for activity recognition from depth sequences. | Xiaodong Yang, Yingli Tian |
| 2013 | ICDAR | Feature Representations for Scene Text Character Recognition: A Comparative Study. | Chucai Yi, Xiaodong Yang, Yingli Tian |
| 2012 | CVPR | EigenJoints-based action recognition using Nave-Bayes-Nearest-Neighbor. | Xiaodong Yang, Yingli Tian |
| 2012 | GLOBECOM | Regional coverage scheme based on LEO microsatellite formation. | Bingcai Chen, Zhinan Li, Xiaodong Yang |
| 2012 | IGARSS | Study of spatial-temporal spread model for wheat stripe rust in small scale based on Bayesian network. | Xiaodong Yang, Hao Yang, Wenjiang Huang, Cunjun Li, Xingang Xu, Jihua Wang |
| 2012 | IGARSS | The potential of MODIS for drought monitoring in Northern China. | Huiling Long, Wenjiang Huang, Xiaodong Yang, Yansheng Dong |
| 2011 | APSCC | Analyses of a Novel IPTV Framework for Cable TV Operators. | Xiaodong Yang |
| 2010 | CVPR | Robust door detection in unfamiliar environments by combining edge and corner features. | Xiaodong Yang, Yingli Tian |
| 2010 | ICCHP | Computer Vision-Based Door Detection for Accessibility of Unfamiliar Environments to Blind Persons. | Yingli Tian, Xiaodong Yang, Aries Arditi |
| 2009 | ICPP | DTM: Decoupled Hardware Transactional Memory to Support Unbounded Transaction and Operating System. | Shaogang Wang, Weixia Xu, Zhengbin Pang, Dan Wu, Qiang Dou, Xiaodong Yang |
| 2008 | GPC | A Clustering Model for Multicast on Hypercube Network. | Song Lu, Xiaodong Yang |
| 2008 | HPCC | A Multicast Path Algorithm on Hypercube Interconnection Networks. | Song Lu, Xiaodong Yang |
| 2008 | HPCC | Software Assisted Transact Cache to Support Efficient Unbounded Transactional Memory. | Shaogang Wang, Dan Wu, Zhengbin Pang, Xiaodong Yang |
| 2007 | IGARSS | Lidar application in selection and design of power line route. | Lijun Zhang, Qiu Li, Zizheng Wang, Huijie Liu, Zhongsheng Li, Yao Gui, Robert Kletzli, Xiaodong Yang, Shuming Chen, Yanjing Liu |
| 2007 | SNPD | Design of a High-speed FPGA-based 32-bit Floating-point FFT Processor. | Shengmei Mou, Xiaodong Yang |
| 2007 | SNPD | Research on the RAW Dependency in Floating-point FFT Processors. | Shengmei Mou, Xiaodong Yang |
| 2006 | HPCC | Clustering Multicast on Hypercube Network. | Song Lu, Baohua Fan, Yong Dou, Xiaodong Yang |
| 2006 | ISNN | Identification of Cell-Cycle Phases Using Neural Network and Steerable Filter Features. | Xiaodong Yang, Houqiang Li, Xiaobo Zhou, Stephen T. C. Wong |
| 2003 | ICCAD | Switch-Factor Based Loop RLC Modeling for Efficient Timing Analysis. | Yu Cao, Xiaodong Yang, Xuejue Huang, Dennis Sylvester |
| 2000 | ASPDAC | A new efficient waveform simulation method for RLC interconnect via amplitude and phase approximation. | Xiaodong Yang, Walter H. Ku, Chung-Kuan Cheng |
| 2000 | ICCAD | Hurwitz Stable Reduced Order Modelling for RLC Interconnect Trees. | Xiaodong Yang, Chung-Kuan Cheng, Walter H. Ku, Robert J. Carragher |
| 1999 | ICCAD | RLC interconnect delay estimation via moments of amplitude and phase response. | Xiaodong Yang, Walter H. Ku, Chung-Kuan Cheng |