| 2026 | AAAI | SCORE: Semantic Collage by Optimizing Rendered Elements. | Zefan Shao, Jin Zhou, Hongliang Yang, Pengfei Xu |
| 2026 | AAAI | StrokeFusion: Vector Sketch Generation via Joint Stroke-UDF Encoding and Latent Sequence Diffusion. | Jin Zhou, Yi Zhou, Hongliang Yang, Pengfei Xu, Hui Huang |
| 2026 | ISCAS | A 0.67 e | Pengfei Xu, Idham Hafizh, Guy Meynants |
| 2026 | IUI | AutoStructGUI: Bridging Design and Implementation of GUI through Structured Layout Generation. | Junquan Ren, Pengfei Xu |
| 2025 | AAAI | Bridge Then Begin Anew: Generating Target-Relevant Intermediate Model for Source-Free Visual Emotion Adaptation. | Jiankun Zhu, Sicheng Zhao, Jing Jiang, Wenbo Tang, Zhaopan Xu, Tingting Han, Pengfei Xu, Hongxun Yao |
| 2025 | EMNLP | AIMMerging: Adaptive Iterative Model Merging Using Training Trajectories for Language Model Continual Learning. | Yujie Feng, Jian Li, Xiaoyu Dong, Pengfei Xu, Xiaohui Zhou, Yujia Zhang, Zexin Lu, Yasha Wang, Alan Zhao, Xu Chu, Xiao-Ming Wu |
| 2025 | EMNLP | Ambiguity Awareness Optimization: Towards Semantic Disambiguation for Direct Preference Optimization. | Jian Li, Shenglin Yin, Yujia Zhang, Alan Zhao, Xi Chen, Xiaohui Zhou, Pengfei Xu |
| 2025 | ISMAR | MRpilot: A Mixed-Reality System for Responsive Navigation of General Procedural Tasks. | Hongliang Yang, Jin Zhou, Pengfei Xu, Hongbo Fu, Hui Huang |
| 2025 | PG | SPLICE: Part-Level 3D Shape Editing from Local Semantic Extraction to Global Neural Mixing. | Jin Zhou, Hongliang Yang, Pengfei Xu, Hui Huang |
| 2024 | CHI | ProInterAR: A Visual Programming Platform for Creating Immersive AR Interactions. | Hui Ye, Jiaye Leng, Pengfei Xu, Karan Singh, Hongbo Fu |
| 2024 | ECCV | FRI-Net: Floorplan Reconstruction via Room-Wise Implicit Representation. | Honghao Xu, Juzhan Xu, Zeyu Huang, Pengfei Xu, Hui Huang, Ruizhen Hu |
| 2024 | EMNLP | Self-supervised Preference Optimization: Enhance Your Language Model with Preference Degree Awareness. | Jian Li, Haojing Huang, Yujia Zhang, Pengfei Xu, Xi Chen, Rui Song, Lida Shi, Jingwen Wang, Hao Xu |
| 2024 | IJCAI | More is Better: Deep Domain Adaptation with Multiple Sources. | Sicheng Zhao, Hui Chen, Hu Huang, Pengfei Xu, Guiguang Ding |
| 2024 | MICCAI | A Weakly-Supervised Multi-lesion Segmentation Framework Based on Target-Level Incomplete Annotations. | Jianguo Ju, Shumin Ren, Dandan Qiu, Huijuan Tu, Juanjuan Yin, Pengfei Xu, Ziyu Guan |
| 2023 | ICASSP | CANet: Curved Guide Line Network with Adaptive Decoder for Lane Detection. | Zhongyu Yang, Chen Shen, Wei Shao, Tengfei Xing, Runbo Hu, Pengfei Xu, Hua Chai, Ruini Xue |
| 2023 | PAKDD | Proactive Rumor Control: When Impression Counts. | Pengfei Xu, Zhiyong Peng, Liwei Wang |
| 2023 | VTC | Robust Secure Precoding for NOMA Multi-beam Satellite Systems. | Mengyan Huang, Guo Li, Nan Zhang, Fengkui Gong, Pengfei Xu |
| 2022 | CGI | Augmented Reality-Based Home Interaction Layout and Evaluation. | Ningxin Chen, Zheng Lu, Xinhui Yu, Liuming Yang, Pengfei Xu, Yachun Fan |
| 2022 | SETTA | KCL: A Declarative Language for Large-Scale Configuration and Policy Management. | Xiaodong Du, Pengfei Xu, Zheng Zhang, Shushan Chai, Rui Xia, Zhe Zong |
| 2021 | AAAI | ePointDA: An End-to-End Simulation-to-Real Domain Adaptation Framework for LiDAR Point Cloud Segmentation. | Sicheng Zhao, Yezhen Wang, Bo Li, Bichen Wu, Yang Gao, Pengfei Xu, Trevor Darrell, Kurt Keutzer |
| 2021 | CVPR | Spatio-temporal Contrastive Domain Adaptation for Action Recognition. | Xiaolin Song, Sicheng Zhao, Jingyu Yang, Huanjing Yue, Pengfei Xu, Runbo Hu, Hua Chai |
| 2021 | ICASSP | Dual Metric Discriminator for Open Set Video Domain Adaptation. | Yatian Wang, Xiaolin Song, Yezhen Wang, Pengfei Xu, Runbo Hu, Hua Chai |
| 2021 | ICCV | Multi-Source Domain Adaptation for Object Detection. | Xingxu Yao, Sicheng Zhao, Pengfei Xu, Jufeng Yang |
| 2021 | WWW | Curriculum CycleGAN for Textual Sentiment Domain Adaptation with Multiple Sources. | Sicheng Zhao, Yang Xiao, Jiang Guo, Xiangyu Yue, Jufeng Yang, Ravi Krishna, Pengfei Xu, Kurt Keutzer |
| 2020 | AAAI | Fractional Skipping: Towards Finer-Grained Dynamic CNN Inference. | Jianghao Shen, Yue Wang, Pengfei Xu, Yonggan Fu, Zhangyang Wang, Yingyan Lin |
| 2020 | AAAI | An End-to-End Visual-Audio Attention Network for Emotion Recognition in User-Generated Videos. | Sicheng Zhao, Yunsheng Ma, Yang Gu, Jufeng Yang, Tengfei Xing, Pengfei Xu, Runbo Hu, Hua Chai, Kurt Keutzer |
| 2020 | AAAI | Multi-Source Distilling Domain Adaptation. | Sicheng Zhao, Guangzhi Wang, Shanghang Zhang, Yang Gu, Yaxian Li, Zhichao Song, Pengfei Xu, Runbo Hu, Hua Chai, Kurt Keutzer |
| 2020 | CIS | Linear Elements Separation via Vision System Feature and Seed Spreading from Topographic Maps. | Fei Xie, Yanning Zhang, Xinming Guo, Wei Zhang, Zhaoyong Zhou, Pengfei Xu |
| 2020 | CVPR | Robust and Fast Vehicle Turn-counts at Intersections via an Integrated Solution from Detection, Tracking and Trajectory Modeling. | Zhihui Wang, Bing Bai, Yujun Xie, Tengfei Xing, Bineng Zhong, Qinqin Zhou, Yiping Meng, Bin Xu, Zhichao Song, Pengfei Xu, Runbo Hu, Hua Chai |
| 2020 | CVPR | ROAM: Recurrently Optimizing Tracking Model. | Tianyu Yang, Pengfei Xu, Runbo Hu, Hua Chai, Antoni B. Chan |
| 2020 | FPGA | AutoDNNchip: An Automated DNN Chip Predictor and Builder for Both FPGAs and ASICs. | Pengfei Xu, Xiaofan Zhang, Cong Hao, Yang Zhao, Yongan Zhang, Yue Wang, Chaojian Li, Zetong Guan, Deming Chen, Yingyan Lin |
| 2020 | ICASSP | DNN-Chip Predictor: An Analytical Performance Predictor for DNN Accelerators with Various Dataflows and Hardware Architectures. | Yang Zhao, Chaojian Li, Yue Wang, Pengfei Xu, Yongan Zhang, Yingyan Lin |
| 2020 | ICLR | Drawing Early-Bird Tickets: Toward More Efficient Training of Deep Networks. | Haoran You, Chaojian Li, Pengfei Xu, Yonggan Fu, Yue Wang, Xiaohan Chen, Richard G. Baraniuk, Zhangyang Wang, Yingyan Lin |
| 2020 | IROS | ARPDR: An Accurate and Robust Pedestrian Dead Reckoning System for Indoor Localization on Handheld Smartphones. | Xiaoqiang Teng, Pengfei Xu, Deke Guo, Yulan Guo, Runbo Hu, Hua Chai, Didi Chuxing |
| 2020 | ISCA | Timely: Pushing Data Movements And Interfaces In Pim Accelerators Towards Local And In Time Domain. | Weitao Li, Pengfei Xu, Yang Zhao, Haitong Li, Yuan Xie, Yingyan Lin |
| 2019 | AAAI | CycleEmotionGAN: Emotional Semantic Consistency Preserved CycleGAN for Adapting Image Emotions. | Sicheng Zhao, Chuang Lin, Pengfei Xu, Sendong Zhao, Yuchen Guo, Ravi Krishna, Guiguang Ding, Kurt Keutzer |
| 2019 | CVPR | Spatio-temporal Consistency and Hierarchical Matching for Multi-Target Multi-Camera Vehicle Tracking. | Peilun Li, Guozhen Li, Zhangxi Yan, Youzeng Li, Meiqi Lu, Pengfei Xu, Yang Gu, Bing Bai, Yifei Zhang |
| 2019 | ISCAS | Live Demonstration: Bringing Powerful Deep Learning into Daily-Life Devices (Mobiles and FPGAs) Via Deep k-Means. | Pengfei Xu, Yue Wang, Yang Zhao, Yingyan Lin |
| 2018 | CCS | Yet Another Text Captcha Solver: A Generative Adversarial Network Based Approach. | Guixin Ye, Zhanyong Tang, Dingyi Fang, Zhanxing Zhu, Yansong Feng, Pengfei Xu, Xiaojiang Chen, Zheng Wang |
| 2018 | CIKM | Efficient Taxonomic Similarity Joins with Adaptive Overlap Constraint. | Pengfei Xu, Jiaheng Lu |
| 2018 | ER | UDBMS: Road to Unification for Multi-model Data Management. | Jiaheng Lu, Zhen Hua Liu, Pengfei Xu, Chao Zhang |
| 2018 | IJCAI | Robust Auto-Weighted Multi-View Clustering. | Pengzhen Ren, Yun Xiao, Pengfei Xu, Jun Guo, Xiaojiang Chen, Xin Wang, Dingyi Fang |
| 2018 | IJCAI | Line separation from topographic maps using regional color and spatial information. | Pengfei Xu, Qiguang Miao, Tiange Liu, Xiaojiang Chen, Dingyi Fang |
| 2018 | IJCAI | Evaluating Brush Movements for Chinese Calligraphy: A Computer Vision Based Approach. | Pengfei Xu, Lei Wang, Ziyu Guan, Xia Zheng, Xiaojiang Chen, Zhanyong Tang, Dingyi Fang, Xiaoqing Gong, Zheng Wang |
| 2017 | DASFAA | Top-k String Auto-Completion with Synonyms. | Pengfei Xu, Jiaheng Lu |
| 2017 | ICPADS | Supervised Learning Based Algorithm Selection for Deep Neural Networks. | Shaohuai Shi, Pengfei Xu, Xiaowen Chu |
| 2017 | UIST | SweepCanvas: Sketch-based 3D Prototyping on an RGB-D Image. | Yuwei Li, Xi Luo, Youyi Zheng, Pengfei Xu, Hongbo Fu |
| 2016 | CIS | The Threat Assessments of the Cracks to the Soil Sites via Image Analysis. | Pengfei Xu, Nana Ding, Feng Chen |
| 2015 | CHI | GACA: Group-Aware Command-based Arrangement of Graphic Elements. | Pengfei Xu, Hongbo Fu, Chiew-Lan Tai, Takeo Igarashi |
| 2015 | CIS | Multi-direction Edge Detection Operator. | Pengfei Xu, Qiguang Miao, Tiange Liu, Xiaojiang Chen |
| 2014 | CW | Isometric Shape Matching Based on the Geodesic Structure and Minimum Cost Flow. | Taorui Jia, Kang Wang, Zhongke Wu, Junli Zhao, Pengfei Xu, Cuiting Liu, Mingquan Zhou |
| 2014 | CW | Scale-Invariant Heat Kernel Mapping. | Kang Wang, Zhongke Wu, Pengfei Xu, Junli Zhao, Taorui Jia, Wuyang Shui, Sajid Ali, Mingquan Zhou |
| 2014 | UIST | Global beautification of layouts with interactive ambiguity resolution. | Pengfei Xu, Hongbo Fu, Takeo Igarashi, Chiew-Lan Tai |
| 2013 | ICIP | A spatial-temporal constraint-based action recognition method. | Tingting Han, Hongxun Yao, Yanhao Zhang, Pengfei Xu |
| 2013 | ICIP | Structured Textons for texture representation. | Pengfei Xu, Xianming Liu, Hongxun Yao, Yanhao Zhang, Shaopeng Tang |
| 2013 | ICIP | Beyond particle flow: Bag of Trajectory Graphs for dense crowd event recognition. | Yanhao Zhang, Lei Qin, Hongxun Yao, Pengfei Xu, Qingming Huang |
| 2013 | MMM | Flexible Presentation of Videos Based on Affective Content Analysis. | Sicheng Zhao, Hongxun Yao, Xiaoshuai Sun, Xiaolei Jiang, Pengfei Xu |
| 2012 | CIS | Image Fusion Based on NSCT and Bandelet Transform. | Qiguang Miao, Jingjing Lou, Pengfei Xu |
| 2011 | CIS | A General Edge Detection Method Based on the Shear Transform. | Qiguang Miao, Pengfei Xu, Weisheng Li, Hai Zhu |
| 2011 | ICIP | Sparse representation based visual element analysis. | Xue Li, Hongxun Yao, Xiaoshuai Sun, Rongrong Ji, Xianming Liu, Pengfei Xu |
| 2010 | ICASSP | SIGMA: Spatial Integrated Matching Association algorithm for logo detection. | Pengfei Xu, Hongxun Yao, Rongrong Ji |
| 2010 | ICIP | Visual saliency as sequential eye fixation probability. | Xiaoshuai Sun, Hongxun Yao, Rongrong Ji, Pengfei Xu, Xianming Liu, Shaohui Liu |
| 2010 | ICIP | Saliency detection based on short-term sparse representation. | Xiaoshuai Sun, Hongxun Yao, Rongrong Ji, Pengfei Xu, Xianming Liu, Shaohui Liu |
| 2010 | VCIP | A rotation and scale invariant texture description approach. | Pengfei Xu, Hongxun Yao, Rongrong Ji, Xiaoshuai Sun, Xianming Liu |
| 2009 | HCI | Towards Intelligent Interaction in Classroom. | Pengfei Xu, Guanghui Han, Wen Li, Zhongke Wu, Mingquan Zhou |
| 2009 | ISCAS | Efficient Edge Matching using Improved Hierarchical Chamfer Matching. | Qiang Zhang, Pengfei Xu, Wen Li, Zhongke Wu, Mingquan Zhou |
| 2006 | ISVC | Margin Maximizing Discriminant Analysis for Multi-shot Based Object Recognition. | Hui Kong, Eam Khwang Teoh, Pengfei Xu |
| 2006 | ISVC | Binocular Uncalibrated Photometric Stereo. | Hui Kong, Pengfei Xu, Eam Khwang Teoh |
| 2004 | ISCAS | Frequency sensitive self-organizing maps and its application in color quantization. | Chip-Hong Chang, Pengfei Xu |
| 2004 | ISCAS | Self-organizing topological tree. | Pengfei Xu, Chip-Hong Chang |