Panpan Xu

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 50

Top Topics

Image Composition

Top Venues

IEEE Trans. Vis. Comput. Graph.

IEEE Trans. Image Process.

Publications

Yijun Tian, Huan Song, Zichen Wang, Haozhu Wang, Ziqing Hu, Fang Wang, Nitesh V. Chawla, Panpan Xu
Graph Neural Prompting with Large Language Models. AAAI (2024)
Huan Chang, Panpan Xu, Haipeng Yao, Jinqiu Li, Xiangjun Xin, Mohsen Guizani
Nonprobe Adaptive Compensation for Optical Wireless Communications Based on Orbital Angular Momentum. IEEE Trans. Wirel. Commun. 23 (8) (2024)
Jinshu Chen, Bingchuan Li, Miao Hua, Panpan Xu, Qian He
Customize Your Own Paired Data via Few-shot Way. CoRR (2024)
Bin Zhu, Panpan Xu, Peijia Ren
Online Information Serves Offline Sales: Knowledge Graph-Based Attribute Preference Learning. IEEE Trans. Engineering Management 71 (2024)
Huan Song, Panpan Xu, Lin Lee Cheong, Yuanheng Wang
KDD 2023 Workshop on Data Science and AI for Sports. KDD (2023)
Yongsu Ahn, Yu-Ru Lin, Panpan Xu, Zeng Dai
ESCAPE: Countering Systematic Errors from Machine's Blind Spots via Interactive Visual Analysis. CHI (2023)
Wenhao Ren, Yanyan Gao, Hui Qian, Yaoming Ma, Zhongbo Su, Weiqiang Ma, Yu Liu, Panpan Xu
Spatiotemporal Variation Characteristics of Groundwater Storage and Its Driving Factors and Ecological Effects in Tibetan Plateau. Remote. Sens. 15 (9) (2023)
Yongsu Ahn, Yu-Ru Lin, Panpan Xu, Zeng Dai
ESCAPE: Countering Systematic Errors from Machine's Blind Spots via Interactive Visual Analysis. CoRR (2023)
Qiying Zhang, Hui Qian, Panpan Xu, Rui Liu, Xianmin Ke, Alex Furman, Jiatao Shang
A Numerical Assessment and Prediction for Meeting the Demand for Agricultural Water and Sustainable Development in Irrigation Area. Remote. Sens. 15 (3) (2023)
Dmitri Goldenberg, Chana Ross, Shir Meir Lador, Lin Lee Cheong, Panpan Xu, Elena Sokolova, Amit Mandelbaum, Irina Vasilinetc, Ankit Jain, Amit Weil Modlinger, Saloni Potdar
The Second Workshop on Applied Machine Learning Management. KDD (2023)
Yuzhe Lu, Sungmin Hong, Yash Shah, Panpan Xu
Effectively Fine-tune to Improve Large Multimodal Models for Radiology Report Generation. CoRR (2023)
Yijun Tian, Huan Song, Zichen Wang, Haozhu Wang, Ziqing Hu, Fang Wang, Nitesh V. Chawla, Panpan Xu
Graph Neural Prompting with Large Language Models. CoRR (2023)
Panpan Xu, Weijie Tan, Kun Niu, Zhen Li, Changgen Peng
Secrecy Performance Analysis of Artificial Noise Assisted Secure Transmission for MISO systems with Multiple Eavesdroppers. ICSPCC (2023)
Zhenge Zhao, Panpan Xu, Carlos Scheidegger, Liu Ren
Human-in-the-loop Extraction of Interpretable Concepts in Deep Learning Models. IEEE Trans. Vis. Comput. Graph. 28 (1) (2022)
Huan Song, Zeng Dai, Panpan Xu, Liu Ren
Interactive Visual Pattern Search on Graph Data via Graph Representation Learning. IEEE Trans. Vis. Comput. Graph. 28 (1) (2022)
Huan Song, Zeng Dai, Panpan Xu, Liu Ren
Interactive Visual Pattern Search on Graph Data via Graph Representation Learning. CoRR (2022)
Zhenge Zhao, Panpan Xu, Carlos Scheidegger, Liu Ren
Human-in-the-loop Extraction of Interpretable Concepts in Deep Learning Models. CoRR (2021)
Tianxiang Ren, Lianhui Lin, Shihui Guo, Juncong Lin, Minghong Liao, Shujie Deng, Panpan Xu, Yinyu Nie
Salient object segmentation for image composition: A case study of group dinner photo. Neurocomputing 453 (2021)
Panpan Xu, Nandin-Erdene Tsendbazar, Martin Herold, Jan G. P. W. Clevers
Assessing a Prototype Database for Comprehensive Global Aquatic Land Cover Mapping. Remote. Sens. 13 (19) (2021)
Zhe Zhang, Junhui Ma, Panpan Xu, Wencheng Wang
Dense Attention-Guided Network for Boundary-Aware Salient Object Detection. MMM (1) (2021)
Luhong Lang, Dong Ma, Jun Dong, Junming He, Panpan Xu, Fan Ma
Research on LED multi-sector stable display model in variable rotational speed. J. Comput. Methods Sci. Eng. 21 (5) (2021)
Junhan Zhao, Zeng Dai, Panpan Xu, Liu Ren
ProtoViewer: Visual Interpretation and Diagnostics of Deep Neural Networks with Factorized Prototypes. IEEE VIS (Short Papers) (2020)
Zhe Zhang, Panpan Xu, Jian Chang, Wencheng Wang, Chong Zhao, Jian Jun Zhang
Generating High-quality Superpixels in Textured Images. Comput. Graph. Forum 39 (7) (2020)
Takanori Fujiwara, Jia-Kai Chou, Shilpika, Panpan Xu, Liu Ren, Kwan-Liu Ma
An Incremental Dimensionality Reduction Method for Visualizing Streaming Multidimensional Data. IEEE Trans. Vis. Comput. Graph. 26 (1) (2020)
Subhajit Das, Panpan Xu, Zeng Dai, Alex Endert, Liu Ren
Interpreting Deep Neural Networks through Prototype Factorization. ICDM (Workshops) (2020)
Xiaoli Wu, Panpan Xu
Information Visualization Design of Nuclear Power Control System Based on Attention Capture Mechanism. HCI (43) (2020)
Zhe Zhang, Junhui Ma, Panpan Xu, Wencheng Wang
Saliency Detection with Deformable Convolution and Feature Attention. ECAI (2020)
Xing Gao, Xu Wu, Panpan Xu, Shihui Guo, Minghong Liao, Wencheng Wang
Semi-Supervised Texture Filtering With Shallow to Deep Understanding. IEEE Trans. Image Process. 29 (2020)
Yao Ming, Panpan Xu, Furui Cheng, Huamin Qu, Liu Ren
ProtoSteer: Steering Deep Sequence Model with Prototypes. IEEE Trans. Vis. Comput. Graph. 26 (1) (2020)
Panpan Xu, Meisam Babanezhad, Hooman Yarmand, Azam Marjani
Flow visualization and analysis of thermal distribution for the nanofluid by the integration of fuzzy c-means clustering ANFIS structure and CFD methods. J. Vis. 23 (1) (2020)
Wencheng Wang, Junhui Ma, Panpan Xu, Yiyao Chu
Intrinsic Symmetry Detection on 3D Models with Skeleton-guided Combination of Extrinsic Symmetries. Comput. Graph. Forum 38 (7) (2019)
Panpan Xu, Wencheng Wang
Structure-Aware Window Optimization for Texture Filtering. IEEE Trans. Image Process. 28 (9) (2019)
Dongyu Liu, Panpan Xu, Liu Ren
TPFlow: Progressive Partition and Multidimensional Pattern Extraction for Large-Scale Spatio-Temporal Data Analysis. IEEE Trans. Vis. Comput. Graph. 25 (1) (2019)
Xuehan Tan, Panpan Xu, Shihui Guo, Wencheng Wang
Image Composition of Partially Occluded Objects. Comput. Graph. Forum 38 (7) (2019)
Takanori Fujiwara, Jia-Kai Chou, Shilpika, Panpan Xu, Liu Ren, Kwan-Liu Ma
An Incremental Dimensionality Reduction Method for Visualizing Streaming Multidimensional Data. CoRR (2019)
Yao Ming, Panpan Xu, Huamin Qu, Liu Ren
Interpretable and Steerable Sequence Learning via Prototypes. CoRR (2019)
Fangfang Zhou, Xiaoru Lin, Chang Liu, Ying Zhao, Panpan Xu, Liu Ren, Tingmin Xue, Lei Ren
A survey of visualization for smart manufacturing. J. Vis. 22 (2) (2019)
Yao Ming, Panpan Xu, Huamin Qu, Liu Ren
Interpretable and Steerable Sequence Learning via Prototypes. KDD (2019)
Gromit Yeuk-Yin Chan, Panpan Xu, Zeng Dai, Liu Ren
ViBr: Visualizing Bipartite Relations at Scale with the Minimum Description Length Principle. IEEE Trans. Vis. Comput. Graph. 25 (1) (2019)
Shulong Li, Panpan Xu, Bin Li, Liyuan Chen, Zhiguo Zhou, Hongxia Hao, Yingying Duan, Michael Folkert, Jianhua Ma, Steve B. Jiang, Jing Wang
Predicting Lung Nodule Malignancies by Combining Deep Convolutional Neural Network and Handcrafted Features. CoRR (2018)
Panpan Xu, Wencheng Wang
Improved Bilateral Texture Filtering With Edge-Aware Measurement. IEEE Trans. Image Process. 27 (7) (2018)
Panpan Xu, Sining Zheng
Global boundedness in an attraction-repulsion chemotaxis system with logistic source. Appl. Math. Lett. 83 (2018)
Panpan Xu, Zhenguo Niu, Ping Tang
Comparison and assessment of NDVI time series for seasonal wetland classification. Int. J. Digit. Earth 11 (11) (2018)
Yuanzhe Chen, Panpan Xu, Liu Ren
Sequence Synopsis: Optimize Visual Summary of Temporal Event Data. IEEE Trans. Vis. Comput. Graph. 24 (1) (2018)
Panpan Xu, Honghui Mei, Liu Ren, Wei Chen
ViDX: Visual Diagnostics of Assembly Line Performance in Smart Factories. IEEE Trans. Vis. Comput. Graph. 23 (1) (2017)
Zhe Zhang, Panpan Xu
An Efficient Learning-Based Bilateral Texture Filter for Structure Preserving. AniNex (2017)
Petra Isenberg, Florian Heimerl, Steffen Koch, Tobias Isenberg, Panpan Xu, Charles D. Stolper, Michael Sedlmair, Jian Chen, Torsten Möller, John T. Stasko
Vispubdata.org: A Metadata Collection About IEEE Visualization (VIS) Publications. IEEE Trans. Vis. Comput. Graph. 23 (9) (2017)
Fan Du, Nan Cao, Yu-Ru Lin, Panpan Xu, Hanghang Tong
iSphere: Focus+Context Sphere Visualization for Interactive Large Graph Exploration. CHI (2017)
Wencheng Wang, Panpan Xu, Xiaohui Bie, Miao Hua
Enhanced Use of Mattes for Easy Image Composition. IEEE Trans. Image Process. 25 (10) (2016)
Panpan Xu, Nan Cao, Huamin Qu, John T. Stasko
Interactive visual co-cluster analysis of bipartite graphs. PacificVis (2016)
Wencheng Wang, Panpan Xu, Ying Song, Miao Hua, Minying Zhang, Xiaohui Bie
Distinguishing Local and Global Edits for Their Simultaneous Propagation in a Uniform Framework. IEEE Trans. Image Process. 24 (8) (2015)
Hong Zhou, Panpan Xu, Huamin Qu
Visualization of bipartite relations between graphs and sets. J. Vis. 18 (2) (2015)
Jiansu Pu, Siyuan Liu, Panpan Xu, Huamin Qu, Lionel M. Ni
MViewer: mobile phone spatiotemporal data viewer. Frontiers Comput. Sci. 8 (2) (2014)
Hong Zhou, Panpan Xu, Zhong Ming, Huamin Qu
Parallel Coordinates with Data Labels. VINCI (2014)
Panpan Xu, Fan Du, Nan Cao, Conglei Shi, Hong Zhou, Huamin Qu
Visual Analysis of Set Relations in a Graph. Comput. Graph. Forum 32 (3) (2013)
Panpan Xu, Yingcai Wu, Enxun Wei, Tai-Quan Peng, Shixia Liu, Jonathan J. H. Zhu, Huamin Qu
Visual Analysis of Topic Competition on Social Media. IEEE Trans. Vis. Comput. Graph. 19 (12) (2013)
Yuan Gao, Panpan Xu, Lu Lu, He Liu, Siyuan Liu, Huamin Qu
Visualization of Taxi Drivers' Income and Mobility Intelligence. ISVC (2) (2012)
Conglei Shi, Weiwei Cui, Shixia Liu, Panpan Xu, Wei Chen, Huamin Qu
RankExplorer: Visualization of Ranking Changes in Large Time Series Data. IEEE Trans. Vis. Comput. Graph. 18 (12) (2012)
Jiansu Pu, Panpan Xu, Huamin Qu, Weiwei Cui, Siyuan Liu, Lionel M. Ni
Visual analysis of people's mobility pattern from mobile phone data. VINCI (2011)