| 2026 | ACL | Task-Aware LLM Routing with Multi-Level Task-Profile-Guided Data Synthesis for Cold-Start Scenarios. | Hui Liu, Bin Zou, Kecheng Chen, Jie Liu, Wenya Wang, Haoliang Li |
| 2025 | AAAI | GenAuction: A Generative Auction for Online Advertising. | Yuchao Ma, Ruohan Qian, Bingzhe Wang, Qi Qi, Wenqiang Liu, Qian Tang, Zhao Shen, Wei Zhong, Bo Shen, Yixin Su, Bin Zou, Wen Yi, Zhi Guo, Shuanglong Li, Lin Liu |
| 2024 | IGARSS | Spotlight SAR Signal Simulation Based on FDTD and Sub-Aperture Segmentation. | Zihao Ma, Bin Zou, Lamei Zhang |
| 2024 | IGARSS | Multi-Aspect Feature Enhancement Network for Aircraft Detection in High-Resolution SAR Images. | Yu Qiu, Bin Zou, Jiang Qin, Lamei Zhang |
| 2024 | IGARSS | PolSAR Image Classification via Feature Selection and Edge Preservation Using Attention-Based CNN. | Zhaoquan Wang, Lamei Zhang, Bin Zou, Shurong Zhang |
| 2024 | IGARSS | LiDAR-Guided Vegetation Vertical Structure Classification Using PolInSAR Data. | Shurong Zhang, Lamei Zhang, Bin Zou, Haiqiang Fu, Jianjun Zhu |
| 2024 | IGARSS | A Hierarchical Attribute Scattering Center Extraction Method for SAR Image. | Yifan Chen, Lamei Zhang, Bin Zou, Jiang Qin, Yu Qiu |
| 2022 | IGARSS | Multi Scale Ship Detection Based on Attention and Weighted Fusion Model for High Resolution SAR Images. | Lamei Zhang, Zhongye Chu, Bin Zou |
| 2022 | OSDI | Walle: An End-to-End, General-Purpose, and Large-Scale Production System for Device-Cloud Collaborative Machine Learning. | Chengfei Lv, Chaoyue Niu, Renjie Gu, Xiaotang Jiang, Zhaode Wang, Bin Liu, Ziqi Wu, Qiulin Yao, Congyu Huang, Panos Huang, Tao Huang, Hui Shu, Jinde Song, Bin Zou, Peng Lan, Guohuan Xu, Fei Wu, Shaojie Tang, Fan Wu, Guihai Chen |
| 2022 | WSC | A Dynamic Credibility Model with Self-Excitation and Exponential Decay. | Himchan Jeong, Bin Zou |
| 2019 | IGARSS | Preliminary Analysis of Wind Resources and Wind Energy Reserves in the off-Shore Region of Guangdong Province. | Yufei Zhang, Mingsen Lin, Bin Zou, Xiaobin Yin, Ting Liu, Wu Zhou |
| 2019 | IGARSS | Vehicle Azimuth Angle Estimation of Sar Image Based on Target Restoration. | Lamei Zhang, Wuxia Miao, Bin Zou |
| 2019 | IGARSS | Polsar Image Classification Based on an Improved Bow Model with Mid-Level Semantic Features. | Bin Zou, Yu Zhang, Lamei Zhang |
| 2019 | IGARSS | Impacts of North Atlantic Long-Term Sea Level Variability on U.S. East Coast. | Yongcun Cheng, Qing Xu, Bin Zou, Ting Liu, Lijian Shi, Xiaobin Yin |
| 2019 | IGARSS | Densely Connected Convolutional Neural Network Based Polarimetric SAR Image Classification. | Hongwei Dong, Lamei Zhang, Bin Zou |
| 2019 | IGARSS | Region-Based Image-Key-Element Decomposition for Large-Scale SAR Images. | Weike Li, Bin Zou, Lamei Zhang, Yu Xin |
| 2019 | WWW | Transfer Learning for Unsupervised Influenza-like Illness Models from Online Search Data. | Bin Zou, Vasileios Lampos, Ingemar J. Cox |
| 2018 | IGARSS | Polarimetric SAR Terrain Classification Using 3D Convolutional Neural Network. | Lamei Zhang, Zexi Chen, Bin Zou, Ye Gao |
| 2018 | IGARSS | A Three-Layer Scattering Model of the Slope Forest Area for Polarimetric SAR Interferometry. | Lamei Zhang, Baolong Duan, Bin Zou, Yan Cheng |
| 2018 | IGARSS | An Improved CFAR Scheme for Man-Made Target Detection in High Resolution SAR Images. | Weike Li, Bin Zou, Yu Xin, Lamei Zhang, Zhilu Wu |
| 2018 | WWW | Multi-Task Learning Improves Disease Models from Web Search. | Bin Zou, Vasileios Lampos, Ingemar J. Cox |
| 2017 | IGARSS | Polsar image classification based on polarimetric object-based morphological profiles. | Xiaofang Xu, Bin Zou, Lamei Zhang |
| 2017 | IGARSS | Coastline detection based on polarimetric characteristics and mathematical morphology using PolSAR images. | Bin Zou, Chengyi Wang, Chengyi Wang, Lamei Zhang |
| 2017 | WWW | Enhancing Feature Selection Using Word Embeddings: The Case of Flu Surveillance. | Vasileios Lampos, Bin Zou, Ingemar Johansson Cox |
| 2017 | WWW | A Concept Language Model for Ad-hoc Retrieval. | Bin Zou, Vasileios Lampos, Shangsong Liang, Zhaochun Ren, Emine Yilmaz, Ingemar J. Cox |
| 2016 | ECIR | Inferring the Socioeconomic Status of Social Media Users Based on Behaviour and Language. | Vasileios Lampos, Nikolaos Aletras, Jens K. Geyti, Bin Zou, Ingemar J. Cox |
| 2016 | IGARSS | Bohai sea ice thickness estimation based on thermodynamic ice model and earth observation data. | Lijian Shi, Juha Karvonen, Bin Cheng, Marko Mkynen, Tao Zeng, Bin Zou |
| 2016 | IGARSS | Marine environmental monitoring with GF-1 data. | Mingsen Lin, Bin Zou, Tao Zeng, Chao Liang, Lijian Shi, Maohua Guo, Qian Feng |
| 2015 | ICMLC | Learning performance of DAGSVM algorithm based on Markov sampling. | Jie Xu, Yang Lu, Bin Zou |
| 2015 | ICNC | Learning performance of Gaussian kernel online SVMC based on Markov sampling. | Jie Xu, Yan Yang, Bin Zou |
| 2015 | ICNC | Learning performance of multi-class support vector machines based on Markov sampling. | Jie Xu, Bin Zou, Hanlei Shen |
| 2015 | IGARSS | Building cognition method based on human images cognition mechanism in high resolution PolSAR images. | Bin Zou, Yuying Zhang, Chengyi Wang, Yan Cheng |
| 2015 | ICWS | Optimal and Effective Web Service Composition with Trust and User Preference. | Hongbing Wang, Bin Zou, Guibing Guo, Jie Zhang, Zhengping Yang |
| 2015 | IGARSS | High-resolution PolSAR image interpretation based on human images cognition mechanism. | Lihong Kang, Yuying Zhang, Bin Zou, Chengyi Wang |
| 2015 | SMC | Computational Evaluation of EGFR Dynamic Characteristics in Mutation-Induced Drug Resistance Prediction. | Baobin Duan, Bin Zou, Debby Dan Wang, Hong Yan, Lixin Han |
| 2014 | IGARSS | High-resolution SAR signal simulation using parallel FDTD method. | Xin Pan, Lihong Kang, Bin Zou, Ye Zhang, Lamei Zhang |
| 2014 | IGARSS | A target detection method based on CBR in high resolution SAR images. | Bo Jiang, Bin Zou, Lamei Zhang, Chengyi Wang |
| 2014 | IGARSS | Building detection based on human visual cognition mechanism using PolSAR images. | Lihong Kang, Bin Zou, Yan Zhang, Lamei Zhang |
| 2013 | DCC | Lossless Compression of 3D Grid-Based Model Based on Octree. | Bin Zou, Xiao Wang, Ye Zhang, Zhilu Wu |
| 2013 | ICIP | A level set method for very high resolution airborne sar image segmentation. | Siliang Sun, Junping Zhang, Bin Zou, Xiangqian Wu |
| 2013 | ICNC | Learning performance of kernel SVMC with Markov chain samples. | Jie Xu, Tao Luo, Bin Zou |
| 2013 | IGARSS | Polarmetric SAR images classification based on sparse representation theory. | Lamei Zhang, Yongyou Chen, Da Lu, Bin Zou |
| 2012 | DCC | Phase Information Reserved Polarimetric SAR Raw Data Compression. | Bin Zou, Dewu Wang, Ye Zhang, Zhilu Wu |
| 2012 | ICIP | Improving spatial resolution for CHANG'E-1 imagery using ARSIS concept and Pulse Coupled Neural Networks. | Bin Zou, Meicun Wang, Junping Zhang, Lamei Zhang, Ye Zhang |
| 2012 | IGARSS | Asymmetric decomposition method based on orientation-angle-compensated coherency matrix. | Bin Zou, Ning Cao, Xiao Wang |
| 2012 | IGARSS | A novel method for dual channel POLSAR raw data compression. | Lihong Kang, Bin Zou, Dewu Wang, Lamei Zhang, Ye Zhang |
| 2011 | DCC | An Improved Temporal Frame Interpolation Algorithm for H.264 Video Compression. | Hao Chen, Ye Zhang, Yu Tao, Bin Zou, Wenyan Tang |
| 2011 | ICIP | Ground topography estimation over forests using PolInSAR image by means of coherence set. | Bin Zou, Da Lu, Hongjun Cai, Ye Zhang |
| 2011 | ICNC | The generalization performance of learning algorithms derived simultaneously through algorithmic stability and space complexity. | Jie Xu, Bin Zou |
| 2011 | IGARSS | Similarity-enhanced target detection algorithm based on multiple PolSAR Similarity Parameter. | Lamei Zhang, Bin Zou, Wenyan Tang |
| 2011 | IGARSS | Resolution enhancement for hyperspectral data of China's first lunar orbiter Chang'e-I. | Junping Zhang, Xiao Zhang, Bin Zou, Wenyan Tang |
| 2011 | IGARSS | Target detection based on L- and C-band PolSAR data. | Bin Zou, Hongjun Cai, Wooil M. Moon, Maoliu Lin |
| 2011 | IGARSS | Building parameters extraction from PolInSAR image using hybrid method. | Hongjun Cai, Peng He, Bin Zou, Maoliu Lin |
| 2010 | ICIP | Target detection based on granularity computing of quotient space theory using SAR image. | Bin Zou, Qingchao Jia, Lamei Zhang, Ye Zhang |
| 2010 | ICNC | Learning performance of Fisher Linear Discriminant based on Markov sampling. | Bin Zou, Zhiming Peng, Huihua Fan, Jie Xu |
| 2010 | IGARSS | Automatic registration of sar and optical image based on multi-features and multi-constraints. | Zhenhua Wang, Junping Zhang, Ye Zhang, Bin Zou |
| 2010 | IGARSS | Hyperspectral image segmentation method based on spatial-spectral constrained region active contour. | Junping Zhang, Jiawei Chen, Ye Zhang, Bin Zou |
| 2010 | IGARSS | POLSAR image classification using BP neural network based on Quantum Clonal Evolutionary Algorithm. | Bin Zou, Huijun Li, Lamei Zhang |
| 2009 | ICNC | How to Measure the Essential Approximation Capability of a FNN. | Jianjun Wang, Bin Zou, Baili Chen |
| 2009 | ICNC | Generalization Performance of ERM Algorithm with Geometrically Ergodic Markov Chain Samples. | Jie Xu, Bin Zou, Jianjun Wang |
| 2009 | ISNN | Learning Performance of Tikhonov Regularization Algorithm with Strongly Mixing Samples. | Jie Xu, Bin Zou |
| 2008 | IGARSS | An Artificial Woodland Scene Model for Simulation of Hyperspectral Imaging System. | Bin Zou, Guihua Gu, Donglai Chen |
| 2008 | IGARSS | Super-Resolution of Polarimetric SAR Images Based on Target Decomposition and Polarimetric Spatial Correlation. | Bin Zou, Huijun Hao, Xingjie Guo |
| 2008 | IGARSS | Moving Targets Detection and Analysis on Multi-Look Polarimetric SAR Images using PWF Method. | Bin Zou, Tao Wei, Lamei Zhang |
| 2007 | ICNC | Analysis of Regularized Least Square Algorithms with Beta-Mixing Input Sequences. | Luoqing Li, Bin Zou |
| 2007 | IGARSS | ISAR imaging of helicopter. | Changzheng Ma, Tat Soon Yeo, Hwee Siang Tan, Zhoufeng Liu, Xiujie Dong, Bin Zou |
| 2007 | IGARSS | ISAR imaging of targets with moving parts using micro-doppler detection on the range profile image. | Hwee Siang Tan, Changzheng Ma, Tat Soon Yeo, Qun Zhang, Chun Sum Ng, Bin Zou |
| 2006 | ICIP | Inversion of Forest Parameters Based on Genetic Algorithm using L-Band Polinsar Data. | Lamei Zhang, Bin Zou, Junping Zhang, Ye Zhang |
| 2006 | ICIP | Height Reconstruction in Highly Sloped Area Using Multi-frequency InSAR Data. | Bin Zou, Wei Wang, Yigang Zhou, Shuang Zhou |
| 2006 | ICNC | The Study of Leave-One-Out Error-Based Classification Learning Algorithm for Generalization Performance. | Bin Zou, Jie Xu, Luoqing Li |
| 2006 | IGARSS | Building Extraction Using C Band Pol-SAR Image. | Bin Zou, Deming Sun, Lamei Zhang, Wei Wang |
| 2006 | IGARSS | A Novel Height Reconstruction Approach Based on MLE Using Multi-frequency InSAR Data. | Bin Zou, Wei Wang, Deming Sun, Lamei Zhang |
| 2006 | ICPR | The Generalization Performance of Learning Machine Based on Phi-mixing Sequence. | Bin Zou, Luoqing Li |
| 2005 | IGARSS | A raw data simulator for cross-track InSAR based on land clutter model. | Bin Zou, Xing Bao, Lin Hao |
| 2005 | ISNN | The Bounds on the Rate of Uniform Convergence for Learning Machine. | Bin Zou, Luoqing Li, Jie Xu |
| 2000 | ICIP | Fusion Classification of Hyperspectral Image Based on Adaptive Subspace Decomposition. | Junping Zhang, Ye Zhang, Bin Zou, Tingxian Zhou |