| 2025 | DASFAA | A Large Language Model Guided Topic Refinement Mechanism for Short Text Modeling. | Shuyu Chang, Rui Wang, Peng Ren, Qi Wang, Haiping Huang |
| 2025 | ICASSP | MSE-based Sampling of Bandlimited Product Graph Signals via Joint Low-pass Impulse Responses. | Fen Wang, Baoyi Xu, Xuyao Kang, Peng Ren, Long Yang |
| 2025 | ICCV | Seeing the Unseen: A Semantic Alignment and Context-Aware Prompt Framework for Open-Vocabulary Camouflaged Object Segmentation. | Peng Ren, Tian Bai, Jing Sun, Fuming Sun |
| 2025 | ICDE | AEGK: Aligned Entropic Graph Kernels Through Continuous-Time Quantum Walks: (Extended Abstract). | Lu Bai, Lixin Cui, Ming Li, Peng Ren, Yue Wang, Lichi Zhang, Philip S. Yu, Edwin R. Hancock |
| 2025 | IJCNN | Cross-Modal Integrative Feature Network for Sketch-based 3D Shape Retrieval. | Xiaoheng Li, Feng Tian, Jinyuan Jia, Peng Ren, Yunfeng Bai, Dong Liang, Zhongyuan Wang |
| 2024 | CVPR | Transferable Structural Sparse Adversarial Attack Via Exact Group Sparsity Training. | Di Ming, Peng Ren, Yunlong Wang, Xin Feng |
| 2024 | IGARSS | Polarimetric Interferometric Phase Linking Method Considering Time-Series Scattering Consistency. | Guanya Wang, Zhiwei Li, Jun Hu, Haiqiang Fu, Jianjun Zhu, Peng Ren, Jie Zhang |
| 2023 | ASSETS | Experiments with RouteNav, A Wayfinding App for Blind Travelers in a Transit Hub. | Peng Ren, Jonathan Lam, Roberto Manduchi, Fatemeh Mirzaei |
| 2023 | ICONIP | Mutually Guided Dendritic Neural Models. | Yanzi Feng, Jian Wang, Peng Ren, Sergey Ablameyko |
| 2023 | PIMRC | Antenna Topology Optimization for Massive MIMO Near-Field Wireless Communications with Line-of-Sight Deterministic Channels. | Yunhui Guo, Yang Zhang, Lihua Pang, Xinyi Huang, Peng Ren, Yijian Chen |
| 2022 | GLOBECOM | Representation Learning of Knowledge Graph for Wireless Communication Networks. | Shiwen He, Yeyu Ou, Liangpeng Wang, Hang Zhan, Peng Ren, Yongming Huang |
| 2022 | IGARSS | A New 3D Convolution Network for Hyperspectral Unmixing. | Xuanwen Tao, Mercedes Eugenia Paoletti, Lirong Han, Zhaoyue Wu, Luis Ignacio Jimnez Gil, Juan Mario Haut, Peng Ren, Javier Plaza, Antonio J. Plaza |
| 2022 | IGARSS | Gradual Boundary Net: A Gradual Boundary Attention Based Deep Learning Framework for Cloud Detection. | Kang Wu, Zunxiao Xu, Peng Ren, Xinrong Lyu |
| 2022 | IGARSS | Recovering Thin Cloud Covered Regions in Gf Satellite Images Based on Cloudy Image Arithmetic +. | Zunxiao Xu, Kang Wu, Peng Ren |
| 2022 | IGARSS | A Coastline Spatial Data Management Method for Geo-Fencing of Trajectory Models. | Zhe Zhao, Peng Ren, Qimao Wang |
| 2022 | IGARSS | Discriminative Hash Code Book Co-Construction for Efficiently Mutually Localizing Panchromatic and Multispectral Images. | Yuxin Fang, Peng Ren, Jie Zhang |
| 2021 | PERCOM | Finding Your Way Back: Comparing Path Odometry Algorithms for Assisted Return. | Chia Hsuan Tsai, Peng Ren, Fatemeh Elyasi, Roberto Manduchi |
| 2020 | IGARSS | Self-Paced Learning with Superpixelwise Features for Hyperspectral Image Classification. | Xiaoxiao Tai, Guangxing Wang, Lirong Han, Xiaoyu Zhang, Peng Ren |
| 2020 | IGARSS | Multi-Scale Deep Residual Learning for Cloud Removal. | Qiaoqiao Yang, Guangxing Wang, Yaxuan Zhao, Xiaoyu Zhang, Guoshuai Dong, Peng Ren |
| 2020 | IGARSS | Sea-Ice Classification Based on Optical Image Using Morphological Profile Features. | Yuchan Zhou, Wei Li, Peng Ren, Zhongwei Li, Ran Tao |
| 2019 | IGARSS | Remote Sensing Image Synthesis via Graphical Generative Adversarial Networks. | Guangxing Wang, Guoshuai Dong, Hui Li, Lirong Han, Xuanwen Tao, Peng Ren |
| 2019 | IGARSS | Recognition of the Remote Sensing Scenes From Unseen Classes. | Yaxuan Zhao, Tingwei Wang, Hui Li, Peng Ren |
| 2019 | IUI | Scene text access: a comparison of mobile OCR modalities for blind users. | Leo Neat, Peng Ren, Siyang Qin, Roberto Manduchi |
| 2018 | ICSoft | On-Line Detecting Instrument of Multiple Working Modes for Optical Fiber Lines of Power System. | Wanchang Jiang, Cong Huo, Peng Ren, Shengda Wang, He Chen |
| 2018 | IGARSS | Filling SRTM Void Data Via Conditional Adversarial Networks. | Guoshuai Dong, Fang Chen, Peng Ren |
| 2018 | IGARSS | Typhoon Cloud Prediction Via Generative Adversarial Networks. | Hui Li, Xingrui Yu, Peng Ren |
| 2018 | WACV | Robust and Accurate Text Stroke Segmentation. | Siyang Qin, Peng Ren, Seongdo Kim, Roberto Manduchi |
| 2018 | SSPR | UAV First View Landmark Localization via Deep Reinforcement Learning. | Xinran Wang, Peng Ren, Leijian Yu, Lirong Han, Xiaogang Deng |
| 2017 | IGARSS | Level sets with self-guided filtering for marine oil spill segmentation. | Fang Chen, Xingrui Yu, Xiangyuan Jiang, Peng Ren |
| 2016 | ICDM | Real-Time Top-View People Counting Based on a Kinect and NVIDIA Jetson TK1 Integrated Platform. | Guangqin Li, Peng Ren, Xinrong Lyu, He Zhang |
| 2015 | CAIP | A High-Order Depth-Based Graph Matching Method. | Lu Bai, Zhihong Zhang, Peng Ren, Edwin R. Hancock |
| 2015 | ICIAP | An Edge-Based Matching Kernel Through Discrete-Time Quantum Walks. | Lu Bai, Zhihong Zhang, Peng Ren, Luca Rossi, Edwin R. Hancock |
| 2014 | CVPR | Adaptive Object Retrieval with Kernel Reconstructive Hashing. | Haichuan Yang, Xiao Bai, Jun Zhou, Peng Ren, Zhihong Zhang, Jian Cheng |
| 2014 | DSAA | Semi-randomized hashing for large scale data retrieval. | Haichuan Yang, Xiao Bai, Jun Zhou, Peng Ren, Jian Cheng, Lu Bai |
| 2014 | ICPR | Directed Depth-Based Complexity Traces of Hypergraphs from Directed Line Graphs. | Lu Bai, Edwin R. Hancock, Peng Ren, Francisco Escolano |
| 2014 | ICPR | A Hypergraph Kernel from Isomorphism Tests. | Lu Bai, Peng Ren, Edwin R. Hancock |
| 2014 | SSPR | A Graph Kernel from the Depth-Based Representation. | Lu Bai, Peng Ren, Xiao Bai, Edwin R. Hancock |
| 2013 | GLOBECOM | Exploiting selection diversity and recovering spectrum loss in Wireless Sensor Networks with directional antennas. | Chunbo Luo, Qi Wang, Xinheng Wang, Christos Grecos, Runfeng Yang, Peng Ren |
| 2013 | ISVC | Corner Detection in Spherical Images via the Accelerated Segment Test on a Geodesic Grid. | Hao Guan, William A. P. Smith, Peng Ren |
| 2012 | BMVC | Unsupervised Feature Selection Via Hypergraph Embedding. | Zhihong Zhang, Peng Ren, Edwin R. Hancock |
| 2012 | ICPR | Graph clustering using graph entropy complexity traces. | Lu Bai, Edwin R. Hancock, Lin Han, Peng Ren |
| 2012 | ICPR | Jensen-Shannon graph kernel using information functionals. | Lu Bai, Edwin R. Hancock, Peng Ren |
| 2012 | ICPR | Sampling graphs from a probabilistic generative model. | Lin Han, Richard C. Wilson, Edwin R. Hancock, Lu Bai, Peng Ren |
| 2012 | ICPR | Hypergraph matching based on Marginalized Constrained Compatibility. | Jiang Su, Le Dong, Peng Ren, Edwin R. Hancock |
| 2012 | ICPR | Hypergraph based semi-supervised learning for gender classification. | Zhihong Zhang, Edwin R. Hancock, Peng Ren |
| 2012 | SSPR | A Jensen-Shannon Kernel for Hypergraphs. | Lu Bai, Edwin R. Hancock, Peng Ren |
| 2011 | APWEB | Key Concepts Identification and Weighting in Search Engine Queries. | Jiawang Liu, Peng Ren |
| 2011 | ICIAP | High Order Structural Matching Using Dominant Cluster Analysis. | Peng Ren, Richard C. Wilson, Edwin R. Hancock |
| 2011 | ICNC | Design and Simulation of a prediction algorithm based on wavelet support vector machine. | Peng Ren, Zheng Xiang, Ruichun Shangguan |
| 2010 | SSPR | Ihara Coefficients: A Flexible Tool for Higher Order Learning. | Peng Ren, Tatjana M. Aleksic, Richard C. Wilson, Edwin R. Hancock |
| 2009 | CAIP | Hypergraphs, Characteristic Polynomials and the Ihara Zeta Function. | Peng Ren, Tatjana M. Aleksic, Richard C. Wilson, Edwin R. Hancock |
| 2009 | ICCV | Weighted graph characteristics from oriented line graph polynomials. | Peng Ren, Richard C. Wilson, Edwin R. Hancock |
| 2008 | ICPR | Pattern vectors from the Ihara zeta function. | Peng Ren, Richard C. Wilson, Edwin R. Hancock |
| 2008 | ICPR | Ranking the local invariant features for the robust visual saliencies. | Shengping Xia, Peng Ren, Edwin R. Hancock |
| 2008 | SSPR | Graph Characteristics from the Ihara Zeta Function. | Peng Ren, Richard C. Wilson, Edwin R. Hancock |
| 2008 | SSPR | Spectral Embedding of Feature Hypergraphs. | Peng Ren, Richard C. Wilson, Edwin R. Hancock |