| 2026 | AAAI | EfficientFSL: Enhancing Few-Shot Classification via Query-Only Tuning In Vision Transformers. | Wenwen Liao, Hang Ruan, Jianbo Yu, Bing Song, Yuansong Wang, Xiaofeng Yang |
| 2026 | AAAI | Adaptive Piecewise Distillation for Efficient LiDAR Data Generation. | Ruibo Li, Xiaofeng Yang, Ze Yang, Jiacheng Wei, Chunyan Miao, Guosheng Lin |
| 2026 | ISCAS | ICDL: Inverse Compensation Direct Learning with Model-Accelerator Co-Optimization enabling Real-time Inference in Precision Motion Control. | Manni Li, Longbin Jiang, Zixu Li, Jiayu Yang, Zijian Huang, Wending Zhao, Yinyin Lin, Xiaofeng Yang |
| 2025 | AAAI | IPVTON: Image-based 3D Virtual Try-on with Image Prompt Adapter. | Xiaojing Zhong, Zhonghua Wu, Xiaofeng Yang, Guosheng Lin, Qingyao Wu |
| 2025 | CVPR | CADCrafter: Generating Computer-Aided Design Models from Unconstrained Images. | Cheng Chen, Jiacheng Wei, Tianrun Chen, Chi Zhang, Xiaofeng Yang, Shangzhan Zhang, Bingchen Yang, Chuan-Sheng Foo, Guosheng Lin, Qixing Huang, Fayao Liu |
| 2025 | ECAI | Overexposed Frame Reconstruction in Ultra-High-Speed Imaging via Event-Guided Diffusion Models. | Han Wang, Sijia Liu, Juntao Wu, Xirui Zhang, Zhou Wang, Xiaofeng Yang, Yaoxiong Wang, Saiao Zhou, Pinguo Cao, Yuman Nie |
| 2025 | EMNLP | HELENE: Hessian Layer-wise Clipping and Gradient Annealing for Accelerating Fine-tuning LLM with Zeroth-order Optimization. | Huaqin Zhao, Jiaxi Li, Yi Pan, Shizhe Liang, Xiaofeng Yang, Fei Dou, Tianming Liu, Jin Lu |
| 2025 | ICDE | DataLab: A Unified Platform for LLM-Powered Business Intelligence. | Luoxuan Weng, Yinghao Tang, Yingchaojie Feng, Zhuo Chang, Ruiqin Chen, Haozhe Feng, Chen Hou, Danqing Huang, Yang Li, Huaming Rao, Haonan Wang, Canshi Wei, Xiaofeng Yang, Yuhui Zhang, Yifeng Zheng, Xiuqi Huang, Minfeng Zhu, Yuxin Ma, Bin Cui, Peng Chen, Wei Chen |
| 2025 | ICLR | Text-to-Image Rectified Flow as Plug-and-Play Priors. | Xiaofeng Yang, Cheng Chen, Xulei Yang, Fayao Liu, Guosheng Lin |
| 2025 | ICML | ADHMR: Aligning Diffusion-based Human Mesh Recovery via Direct Preference Optimization. | Wenhao Shen, Wanqi Yin, Xiaofeng Yang, Cheng Chen, Chaoyue Song, Zhongang Cai, Lei Yang, Hao Wang, Guosheng Lin |
| 2025 | MICCAI | Sequential Organ Motion Prediction via Autoregressive Modeling. | Yuxiang Lai, Jike Zhong, Vanessa Su, Xiaofeng Yang |
| 2024 | AAAI | IT3D: Improved Text-to-3D Generation with Explicit View Synthesis. | Yiwen Chen, Chi Zhang, Xiaofeng Yang, Zhongang Cai, Gang Yu, Lei Yang, Guosheng Lin |
| 2024 | AAAI | Diverse and Stable 2D Diffusion Guided Text to 3D Generation with Noise Recalibration. | Xiaofeng Yang, Fayao Liu, Yi Xu, Hanjing Su, Qingyao Wu, Guosheng Lin |
| 2024 | CVPR | GaussianEditor: Swift and Controllable 3D Editing with Gaussian Splatting. | Yiwen Chen, Zilong Chen, Chi Zhang, Feng Wang, Xiaofeng Yang, Yikai Wang, Zhongang Cai, Lei Yang, Huaping Liu, Guosheng Lin |
| 2024 | CVPR | Sculpt3D: Multi-View Consistent Text-to-3D Generation with Sparse 3D Prior. | Cheng Chen, Xiaofeng Yang, Fan Yang, Chengzeng Feng, Zhoujie Fu, Chuan-Sheng Foo, Guosheng Lin, Fayao Liu |
| 2024 | ECCV | AnatoMask: Enhancing Medical Image Segmentation with Reconstruction-Guided Self-masking. | Yuheng Li, Tianyu Luan, Yizhou Wu, Shaoyan Pan, Yenho Chen, Xiaofeng Yang |
| 2024 | ECCV | Learn to Optimize Denoising Scores: A Unified and Improved Diffusion Prior for 3D Generation. | Xiaofeng Yang, Yiwen Chen, Cheng Chen, Chi Zhang, Yi Xu, Xulei Yang, Fayao Liu, Guosheng Lin |
| 2024 | ECCV | DeCo: Decoupled Human-Centered Diffusion Video Editing with Motion Consistency. | Xiaojing Zhong, Xinyi Huang, Xiaofeng Yang, Guosheng Lin, Qingyao Wu |
| 2024 | ICDE | NewSP: A New Search Process for Continuous Subgraph Matching over Dynamic Graphs. | Ziming Li, Youhuan Li, Xinhuan Chen, Lei Zou, Yang Li, Xiaofeng Yang, Hongbo Jiang |
| 2024 | IGARSS | Model-Based Neural Network to Retrieve Ancillary Information About Sea Oil Slicks. | Ferdinando Nunziata, Maurizio Migliaccio, Tingyu Meng, Xiaofeng Yang, Kun-Shan Chen |
| 2024 | IJCAI | Visual Attention Prompted Prediction and Learning. | Yifei Zhang, Bo Pan, Siyi Gu, Guangji Bai, Meikang Qiu, Xiaofeng Yang, Liang Zhao |
| 2024 | KDD | DUE: Dynamic Uncertainty-Aware Explanation Supervision via 3D Imputation. | Qilong Zhao, Yifei Zhang, Mengdan Zhu, Siyi Gu, Yuyang Gao, Xiaofeng Yang, Liang Zhao |
| 2023 | ICCV | MAGI: Multi-Annotated Explanation-Guided Learning. | Yifei Zhang, Siyi Gu, Yuyang Gao, Bo Pan, Xiaofeng Yang, Liang Zhao |
| 2023 | IGARSS | Model-Based Oil Slick Thickness Estimation Using Artificial Neural Network. | Tingyu Meng, Ferdinando Nunziata, Xiaofeng Yang |
| 2023 | KDD | ESSA: Explanation Iterative Supervision via Saliency-guided Data Augmentation. | Siyi Gu, Yifei Zhang, Yuyang Gao, Xiaofeng Yang, Liang Zhao |
| 2022 | IGARSS | Ocean Front Detection from SAR Imagery Using SLIC Superpixel Segmentation Method. | Xuefeng Xu, Yanlei Du, Guangxi Cui, Xiaofeng Yang |
| 2022 | IGARSS | A Robust Method for Retrieving Ocean Internal Wave Parameters From SAR Imagery Using Iceemdan. | Guangxi Cui, Yanlei Du, Xuefeng Xu, Xiaofeng Yang |
| 2022 | IGARSS | Numerical Investigation on the Spatial Ergodicity of Ocean Radar Scattering Using MLSD-SMCG Method. | Yanlei Du, Junjun Yin, Yuhua Guo, Xiaofeng Yang, Jian Yang |
| 2022 | KDD | DESCN: Deep Entire Space Cross Networks for Individual Treatment Effect Estimation. | Kailiang Zhong, Fengtong Xiao, Yan Ren, Yaorong Liang, Wenqing Yao, Xiaofeng Yang, Ling Cen |
| 2021 | IGARSS | Backscattering Simulation of Emulsion oil Covered Sea Surface. | Tingyu Meng, Xiaofeng Yang, Kun-Shan Chen |
| 2021 | ISCAS | A 110pJ/Bit Star- 16QAM 915MHz Band Ultra-Low Power Receiver Based on Polar Architecture. | Yanshu Guo, Yaoyu Li, Hanjun Jiang, Xiaofeng Yang, Zhihua Wang |
| 2021 | ISCAS | An Energy-Efficient Binarized Neural Network Using Analog-Intensive Feature Extraction for Keyword and Speaker Verification Wakeup. | Ning Pu, Kang Zhao, Syed Muhammad Abubakar, Yue Yin, Hanjun Jiang, Xiaofeng Yang, Zhihua Wang |
| 2021 | IECON | Fractional-Order Sliding Mode Control with Adaptive Neural Network for High-Precision Position Control of Reluctance Actuators. | Zidong Liu, Yunlang Xu, Pan Wang, Xiaofeng Yang, Zhi Li, Feng Shu |
| 2021 | IECON | An Adaptive Approach Based on Neural Network and Phase-Locked Loop for Correcting Quadrature Sinusoidal Signals of Magnetic Encoders. | Siyi Yu, Weike Liu, Xiaofeng Yang, Feng Shu |
| 2021 | IGARSS | Numerical Study on the Wind Direction Asymmetries of Fully Polarimetric Ocean Emission at L-Band. | Yanlei Du, Wentao Ma, Xiaofeng Yang, Jian Yang |
| 2021 | IGARSS | Effects of Ocean Wave Spectrum Truncation on Sea Clutter Distribution in Numerical Simulations. | Yanlei Du, Jian Yang, Tao Liu, Liang Zeng, Tao Zhang, Xiaofeng Yang |
| 2021 | KDD | DMBGN: Deep Multi-Behavior Graph Networks for Voucher Redemption Rate Prediction. | Fengtong Xiao, Lin Li, Weinan Xu, Jingyu Zhao, Xiaofeng Yang, Jun Lang, Hao Wang |
| 2020 | ECCV | TRRNet: Tiered Relation Reasoning for Compositional Visual Question Answering. | Xiaofeng Yang, Guosheng Lin, Fengmao Lv, Fayao Liu |
| 2020 | IECON | An Optimal Actuator Placement Method for Direct-drive Stages to Maximize Control Bandwidth. | Runze Ding, Chenyang Ding, Yunlang Xu, Weike Liu, Xiaofeng Yang |
| 2020 | IECON | A Parallel Inverse-Model-Based Iterative Learning Control Method for a Master-Slave Wafer Scanner. | Weike Liu, Runze Ding, Xiaofeng Yang, Chenyang Ding, Feng Shu |
| 2020 | IGARSS | Investigation Of Tropical Cyclone Wind Asymmetry From Cross-Polarization Sar Imagery. | Xiaofeng Yang, Sheng Wang, Kaijun Ren |
| 2020 | IGARSS | A Color Restoration Algorithm for Thin-Film Camera Images. | Yanlei Du, Xiaofeng Yang, Yiping Ma |
| 2020 | IGARSS | A Numerical Study of SST Effects on Ocean Radar Backscattering. | Yanlei Du, Xiaofeng Yang, Jian Yang, Xiaofeng Li |
| 2019 | IGARSS | Synergistic Use of Satellite Active and Passive Microwave Observations to Estimate Typhoon Intensity. | Xiaofeng Yang, Kunsheng Xiang, Kaijun Ren |
| 2019 | MICCAI | 4D-CT Deformable Image Registration Using an Unsupervised Deep Convolutional Neural Network. | Yang Lei, Yabo Fu, Joseph Harms, Tonghe Wang, Walter J. Curran, Tian Liu, Kristin Higgins, Xiaofeng Yang |
| 2019 | MICCAI | CBCT-Based Synthetic MRI Generation for CBCT-Guided Adaptive Radiotherapy. | Yang Lei, Tonghe Wang, Joseph Harms, Yabo Fu, Xue Dong, Walter J. Curran, Tian Liu, Xiaofeng Yang |
| 2018 | IGARSS | Assimilation of SAR-Derived Sea Surface Winds Into Typhoon Forecast Model. | Xiaofeng Yang, Valeria Corcione, Ferdinando Nunziata, Marcos Portabella, Maurizio Migliaccio |
| 2018 | IGARSS | Polarimetric Information for Multi-Frequency SAR Classification of Heterogeneous Coastal Regions. | Andrea Buono, Ferdinando Nunziata, Maurizio Migliaccio, Xiaofeng Yang, Xiaofeng Li |
| 2018 | WWW | Any-k: Anytime Top-k Tree Pattern Retrieval in Labeled Graphs. | Xiaofeng Yang, Deepak Ajwani, Wolfgang Gatterbauer, Patrick K. Nicholson, Mirek Riedewald, Alessandra Sala |
| 2018 | SIGMOD | Any-k Algorithms for Exploratory Analysis with Conjunctive Queries. | Xiaofeng Yang, Mirek Riedewald, Rundong Li, Wolfgang Gatterbauer |
| 2017 | IGARSS | A new approach to use dual-polarized SAR imagery for the detection of bivalve beds on exposed intertidal flats. | Wensheng Wang, Martin Gade, Xiaofeng Yang |
| 2017 | IGARSS | Investigation of bistatic radar scattering from sea surfaces with breaking waves. | Xiaofeng Yang, Yanlei Du, Ziwei Li, Kun-Shan Chen |
| 2017 | IGARSS | A L-band semi-empirical ocean backscattering model. | Yanlei Du, Xiaofeng Yang, Kun-Shan Chen, Ziwei Li |
| 2016 | IGARSS | SAR observation and WRF model simulation of land breeze in Hainan Island, China. | Xiaofeng Yang, Xiaofeng Li, Weizhong Zheng, Ziwei Li |
| 2016 | IGARSS | Uncertainties in directional offshore wind distribution estimate from satellite remote sensing. | Xiaohui Zhu, Xiaofeng Yang |
| 2016 | IGARSS | A new eddy detection method with object segmentation strategies for satellite altimetry. | Di Dong, Peter Brandt, Florian Schutte, Xiaofeng Yang, Ziwei Li |
| 2015 | ICIG | A Locality Preserving Approach for Kernel PCA. | Yin Zheng, Bin Shen, Xiaofeng Yang, Wanli Ma, Bao-Di Liu, Yu-Jin Zhang |
| 2015 | IGARSS | SAR imaging of mode-2 internal waves in the South China Sea. | Xiaofeng Yang, Di Dong, Xiaofeng Li, Ziwei Li |
| 2015 | ICWSM | Penny for Your Thoughts: Searching for the 50 Cent Party on Sina Weibo. | Xiaofeng Yang, Qian Yang, Christo Wilson |
| 2015 | IGARSS | Fetch imaged by SAR and simulated by WRF model. | Xiaofeng Li, Weizhong Zheng, Xiaofeng Yang, William Pichel |
| 2014 | SECON | Entropy based compressive wideband spectrum sensing for small-scale primary users. | Yuan Jing, Li Ma, Peng Li, Ji Ma, Haoyu Li, Xiaofeng Yang, Bin Niu |
| 2013 | IGARSS | Validation of sea surface wind vecter retrieval from China's HY-2A Scatterometer. | Xiaofeng Yang, Xiaofeng Li, Yang Yu, Ziwei Li |
| 2013 | IGARSS | The impact of vertical wind shear on the hurricane eye tilt at the sea and cloud levels. | Xuezhu Lv, Xiaofeng Li, Xiaofeng Yang, William Pichel, Xuan Zhou, Yuguang Liu |
| 2012 | IGARSS | On the role of wind modulation of internal solitary wave signatures in SAR images. | Xiaofeng Yang, Xiaofeng Li, Ziwei Li, William Pichel, Yang Yu |
| 2012 | IGARSS | Validation of SAR-derived sea surface wind products. | Xiaofeng Li, Xiaofeng Yang, William Pichel |
| 2012 | IGARSS | Ocean surface response to hurricanes observed by SAR. | Xiaofeng Li, Jun A. Zhang, Xiaofeng Yang, William Pichel, Mark DeMaria, David G. Long, Ziwei Li |
| 2011 | COMPSAC | Security Monitoring of Components Using Aspects and Contracts in Wrappers. | Xiaofeng Yang, Mohammad Zulkernine |
| 2011 | IGARSS | NOAA operational SAR sea surface wind products. | William Pichel, Frank M. Monaldo, Christopher R. Jackson, Xiaofeng Li, John Sapper, Xiaofeng Yang |
| 2011 | IGARSS | The impact of ocean surface features on the high resolution wind retrieval from SAR. | Xiaofeng Yang, Xiaofeng Li, Ziwei Li, William Pichel |
| 2011 | IGARSS | SAR observation and WRF simulation of marine atmospheric boundary layer phenomena. | Xiaofeng Li, Weizhong Zheng, Xiaofeng Yang, William Pichel, Ziwei Li |
| 2011 | MICCAI | A PET/CT Directed, 3D Ultrasound-Guided Biopsy System for Prostate Cancer. | Baowei Fei, Viraj Master, Peter Nieh, Hamed Akbari, Xiaofeng Yang, Aaron Fenster, David M. Schuster |
| 2010 | IGARSS | Spaceborne sar imaging of coastal ocean phenomena. | Xiaofeng Li, William Pichel, Xiaofeng Yang |
| 2009 | DBSEC | Secure Method Calls by Instrumenting Bytecode with Aspects. | Xiaofeng Yang, Mohammad Zulkernine |
| 2008 | ACL | BART: A Modular Toolkit for Coreference Resolution. | Yannick Versley, Simone Paolo Ponzetto, Massimo Poesio, Vladimir Eidelman, Alan Jern, Jason Smith, Xiaofeng Yang, Alessandro Moschitti |
| 2008 | ACL | An Entity-Mention Model for Coreference Resolution with Inductive Logic Programming. | Xiaofeng Yang, Jian Su, Jun Lang, Chew Lim Tan, Ting Liu, Sheng Li |
| 2008 | COLING | Other-Anaphora Resolution in Biomedical Texts with Automatically Mined Patterns. | Bin Chen, Xiaofeng Yang, Jian Su, Chew Lim Tan |
| 2008 | COLING | Coreference Systems Based on Kernels Methods. | Yannick Versley, Alessandro Moschitti, Massimo Poesio, Xiaofeng Yang |
| 2008 | LREC | BART: A modular toolkit for coreference resolution. | Yannick Versley, Simone Paolo Ponzetto, Massimo Poesio, Vladimir Eidelman, Alan Jern, Jason Smith, Xiaofeng Yang, Alessandro Moschitti |
| 2007 | ACL | Coreference Resolution Using Semantic Relatedness Information from Automatically Discovered Patterns. | Xiaofeng Yang, Jian Su |
| 2007 | IGARSS | Atmospheric correction of directional polarized ocean color sensors. | Xiaofeng Yang, Xingfa Gu, Liangfu Chen, Haibo Zhang |
| 2006 | ACL | Kernel-Based Pronoun Resolution with Structured Syntactic Knowledge. | Xiaofeng Yang, Jian Su, Chew Lim Tan |
| 2005 | ACL | Improving Pronoun Resolution Using Statistics-Based Semantic Compatibility Information. | Xiaofeng Yang, Jian Su, Chew Lim Tan |
| 2005 | CICLING | Entity-Based Noun Phrase Coreference Resolution. | Xiaofeng Yang, Jian Su, Lingpeng Yang |
| 2005 | IJCNLP | A Twin-Candidate Model of Coreference Resolution with Non-Anaphor Identification Capability. | Xiaofeng Yang, Jian Su, Chew Lim Tan |
| 2004 | ACL | Improving Pronoun Resolution by Incorporating Coreferential Information of Candidates. | Xiaofeng Yang, Jian Su, Guodong Zhou, Chew Lim Tan |
| 2004 | COLING | An NP-Cluster Based Approach to Coreference Resolution. | Xiaofeng Yang, Jian Su, Guodong Zhou, Chew Lim Tan |
| 2004 | IJCNLP | Improving Noun Phrase Coreference Resolution by Matching Strings. | Xiaofeng Yang, Guodong Zhou, Jian Su, Chew Lim Tan |
| 2003 | ACL | Coreference Resolution Using Competition Learning Approach. | Xiaofeng Yang, Guodong Zhou, Jian Su, Chew Lim Tan |
| 2001 | SMC | A hybrid method for syntactic and semantic structure disambiguation for Chinese. | Tangqiu Li, Xiaofeng Yang, Qingyang Hong, Shaozi Li |