Guo, Xiaojie

45 publications

AAAI 2025 Differential Alignment for Domain Adaptive Object Detection Xinyu He, Xinhui Li, Xiaojie Guo

NeurIPS 2025 HeroFilter: Adaptive Spectral Graph Filter for Varying Heterophilic Relations Shuaicheng Zhang, Haohui Wang, Junhong Lin, Xiaojie Guo, Yada Zhu, Si Zhang, Dongqi Fu, Dawei Zhou

NeurIPS 2025 MODEM: A Morton-Order Degradation Estimation Mechanism for Adverse Weather Image Recovery Hainuo Wang, Qiming Hu, Xiaojie Guo

CVPRW 2025 NTIRE 2025 Challenge on Single Image Reflection Removal in the Wild: Datasets, Methods and Results Kangning Yang, Jie Cai, Ling Ouyang, Florin-Alexandru Vasluianu, Radu Timofte, Jiaming Ding, Huiming Sun, Lan Fu, Jinlong Li, Chiu Man Ho, Zibo Meng, Mingjia Li, Hainuo Wang, Qiming Hu, Jiarui Wang, Hao Zhao, Jin Hu, Xiaojie Guo, Mengru Yang, Jing He, Yiqing Wang, Zhiyang Chen, Hao Fang, Wei Zhang, Runmin Cong, Dheeraj Damodhar Hegde, Jatin Kalal, Nikhil Akalwadi, Ramesh Ashok Tabib, Uma Mudenagudi, Yu-Fan Lin, Chia-Ming Lee, Chih-Chung Hsu, Mengxin Zhang, Sabari Nathan, K. Uma, A. Sasithradevi, B. Sathya Bama, S. Mohamed Mansoor Roomi, Bilel Benjdira, Anas M. Ali, Wadii Boulila, Wei Dong, Yunzhe Li, Ali Hussein, Han Zhou, Jun Chen, Zeyu Xiao, Zhuoyuan Li

CVPRW 2025 NTIRE 2025 Image Shadow Removal Challenge Report Florin-Alexandru Vasluianu, Tim Seizinger, Zhuyun Zhou, Cailian Chen, Zongwei Wu, Radu Timofte, Mingjia Li, Jin Hu, Hainuo Wang, Hengxing Liu, Jiarui Wang, Qiming Hu, Xiaojie Guo, Xin Lu, Jiarong Yang, Yuanfei Bao, Anya Hu, Zihao Fan, Kunyu Wang, Jie Xiao, Xi Wang, Xueyang Fu, Zheng-Jun Zha, Yu-Fan Lin, Chia-Ming Lee, Chih-Chung Hsu, Xingbo Wang, Dong Li, Yuxu Chen, Bin Chen, Yuanbo Zhou, Yuanbin Chen, Hongwei Wang, Jiannan Lin, Qinquan Gao, Tong Tong, Zhao Zhang, Yanyan Wei, Wei Dong, Han Zhou, Seyed Amirreza Mousavi, Jun Chen, Haobo Liang, Jiajie Jing, Junyu Li, Yan Yang, Seoyeon Lee, Chaewon Kim, Ziyu Feng, Shidi Chen, Bowen Luan, Zewen Chen, Vijayalaxmi Ashok Aralikatti, G. Gyaneshwar Rao, Nikhil Akalwadi, Chaitra Desai, Ramesh Ashok Tabib, Uma Mudenagudi, Anas M. Ali, Bilel Benjdira, Wadii Boulila, Alexandru Brateanu, Cosmin Ancuti, Tanmay Chaturvedi, Manish Kumar, Anmol Srivastav, Daksh Trivedi, Shashwat Thakur, Kishor P. Upla, Zeyu Xiao, Zhuoyuan Li, Boda Zhou, Shashank Shekhar, Kele Xu, Qisheng Xu, Zijian Gao, Tianjiao Wan, Suiyi Zhao, Bo Wang, Yan Luo, Mingshen Wang, Yilin Zhang

JMLR 2025 Random Pruning Over-Parameterized Neural Networks Can Improve Generalization: A Training Dynamics Analysis Hongru Yang, Yingbin Liang, Xiaojie Guo, Lingfei Wu, Zhangyang Wang

ICLR 2025 Reasoning of Large Language Models over Knowledge Graphs with Super-Relations Song Wang, Junhong Lin, Xiaojie Guo, Julian Shun, Jundong Li, Yada Zhu

CVPR 2025 Reversible Decoupling Network for Single Image Reflection Removal Hao Zhao, Mingjia Li, Qiming Hu, Xiaojie Guo

ICCV 2025 ShadowHack: Hacking Shadows via Luminance-Color Divide and Conquer Jin Hu, Mingjia Li, Xiaojie Guo

NeurIPS 2025 Text-Aware Real-World Image Super-Resolution via Diffusion Model with Joint Segmentation Decoders Qiming Hu, Linlong Fan, Luoyiyan, Yuhang Yu, Xiaojie Guo, Qingnan Fan

CVPRW 2024 NTIRE 2024 Challenge on Low Light Image Enhancement: Methods and Results Xiaoning Liu, Zongwei Wu, Ao Li, Florin-Alexandru Vasluianu, Yulun Zhang, Shuhang Gu, Le Zhang, Ce Zhu, Radu Timofte, Zhi Jin, Hongjun Wu, Chenxi Wang, Haitao Ling, Yuanhao Cai, Hao Bian, Yuxin Zheng, Jing Lin, Alan L. Yuille, Ben Shao, Jin Guo, Tianli Liu, Mohao Wu, Yixu Feng, Shuo Hou, Haotian Lin, Yu Zhu, Peng Wu, Wei Dong, Jinqiu Sun, Yanning Zhang, Qingsen Yan, Wenbin Zou, Weipeng Yang, Yunxiang Li, Qiaomu Wei, Tian Ye, Sixiang Chen, Zhao Zhang, Suiyi Zhao, Bo Wang, Yan Luo, Zhichao Zuo, Mingshen Wang, Junhu Wang, Yanyan Wei, Xiaopeng Sun, Yu Gao, Jiancheng Huang, Hongming Chen, Xiang Chen, Hui Tang, Yuanbin Chen, Yuanbo Zhou, Xinwei Dai, Xintao Qiu, Wei Deng, Qinquan Gao, Tong Tong, Mingjia Li, Jin Hu, Xinyu He, Xiaojie Guo, Sabarinathan, K. Uma, A. Sasithradevi, B. Sathya Bama, S. Mohamed Mansoor Roomi, V. Srivatsav, Jinjuan Wang, Long Sun, Qiuying Chen, Jiahong Shao, Yizhi Zhang, Marcos V. Conde, Daniel Feijoo, Juan C. Benito, Álvaro García, Jaeho Lee, Seongwan Kim, Sma Sharif, Nodirkhuja Khujaev, Roman Tsoy, Ali Murtaza, Uswah Khairuddin, Ahmad 'Athif Mohd Faudzi, Sampada Malagi, Amogh Joshi, Nikhil Akalwadi, Chaitra Desai, Ramesh Ashok Tabib, Uma Mudenagudi, Wenyi Lian, Wenjing Lian, Jagadeesh Kalyanshetti, Vijayalaxmi Ashok Aralikatti, Palani Yashaswini, Nitish Upasi, Dikshit Hegde, Ujwala Patil, Sujata C, Xingzhuo Yan, Wei Hao, Minghan Fu, Pooja Choksy, Anjali Sarvaiya, Kishor P. Upla, Kiran B. Raja, Hailong Yan, Yunkai Zhang, Baiang Li, Jingyi Zhang, Huan Zheng

NeurIPS 2024 Single Image Reflection Separation via Dual-Stream Interactive Transformers Qiming Hu, Hainuo Wang, Xiaojie Guo

AAAI 2023 Adaptive Texture Filtering for Single-Domain Generalized Segmentation Xinhui Li, Mingjia Li, Yaxing Wang, Chuan-Xian Ren, Xiaojie Guo

FnTML 2023 Graph Neural Networks for Natural Language Processing: A Survey Lingfei Wu, Yu Chen, Kai Shen, Xiaojie Guo, Hanning Gao, Shucheng Li, Jian Pei, Bo Long

ICCV 2023 Single Image Reflection Separation via Component Synergy Qiming Hu, Xiaojie Guo

AAAI 2023 YOLOV: Making Still Image Object Detectors Great at Video Object Detection Yuheng Shi, Naiyan Wang, Xiaojie Guo

NeurIPS 2022 Deep Generative Model for Periodic Graphs Shiyu Wang, Xiaojie Guo, Liang Zhao

AAAI 2022 Disentangled Spatiotemporal Graph Generative Models Yuanqi Du, Xiaojie Guo, Hengning Cao, Yanfang Ye, Liang Zhao

AAAI 2022 Intelligent Online Selling Point Extraction for E-Commerce Recommendation Xiaojie Guo, Shugen Wang, Hanqing Zhao, Shiliang Diao, Jiajia Chen, Zhuoye Ding, Zhen He, Jianchao Lu, Yun Xiao, Bo Long, Han Yu, Lingfei Wu

NeurIPS 2022 Multi-Objective Deep Data Generation with Correlated Property Control Shiyu Wang, Xiaojie Guo, Xuanyang Lin, Bo Pan, Yuanqi Du, Yinkai Wang, Yanfang Ye, Ashley Petersen, Austin Leitgeb, Saleh Alkhalifa, Kevin Minbiole, William M. Wuest, Amarda Shehu, Liang Zhao

IJCAI 2022 Multi-Scale Spatial Representation Learning via Recursive Hermite Polynomial Networks Yuanbo Lin Wu, Deyin Liu, Xiaojie Guo, Richang Hong, Liangchen Liu, Rui Zhang

CVPR 2022 Self-Augmented Unpaired Image Dehazing via Density and Depth Decomposition Yang Yang, Chaoyue Wang, Risheng Liu, Lin Zhang, Xiaojie Guo, Dacheng Tao

CoRL 2022 Vision-Based Uneven BEV Representation Learning with Polar Rasterization and Surface Estimation Zhi Liu, Shaoyu Chen, Xiaojie Guo, Xinggang Wang, Tianheng Cheng, Hongmei Zhu, Qian Zhang, Wenyu Liu, Yi Zhang

NeurIPSW 2021 GraphGT: Machine Learning Datasets for Graph Generation and Transformation Yuanqi Du, Shiyu Wang, Xiaojie Guo, Hengning Cao, Shujie Hu, Junji Jiang, Aishwarya Varala, Abhinav Angirekula, Liang Zhao

NeurIPSW 2021 Learning Disentangled Representation for Spatiotemporal Graph Generation Yuanqi Du, Xiaojie Guo, Hengning Cao, Yanfang Ye, Liang Zhao

ICLR 2021 Property Controllable Variational Autoencoder via Invertible Mutual Dependence Xiaojie Guo, Yuanqi Du, Liang Zhao

NeurIPS 2021 Trash or Treasure? an Interactive Dual-Stream Strategy for Single Image Reflection Separation Qiming Hu, Xiaojie Guo

AAAI 2020 FusionDN: A Unified Densely Connected Network for Image Fusion Han Xu, Jiayi Ma, Zhuliang Le, Junjun Jiang, Xiaojie Guo

AAAI 2020 Rethinking the Image Fusion: A Fast Unified Image Fusion Network Based on Proportional Maintenance of Gradient and Intensity Hao Zhang, Han Xu, Yang Xiao, Xiaojie Guo, Jiayi Ma

ACML 2018 Deep Multi-Instance Learning with Dynamic Pooling Yongluan Yan, Xinggang Wang, Xiaojie Guo, Jiemin Fang, Wenyu Liu, Junzhou Huang

AAAI 2018 Distant-Supervision of Heterogeneous Multitask Learning for Social Event Forecasting with Multilingual Indicators Liang Zhao, Junxiang Wang, Xiaojie Guo

IJCAI 2018 Ensemble Soft-Margin SoftMax Loss for Image Classification Xiaobo Wang, Shifeng Zhang, Zhen Lei, Si Liu, Xiaojie Guo, Stan Z. Li

IJCAI 2017 Exclusivity Regularized Machine: A New Ensemble SVM Classifier Xiaojie Guo, Xiaobo Wang, Haibin Ling

CVPR 2017 Exclusivity-Consistency Regularized Multi-View Subspace Clustering Xiaobo Wang, Xiaojie Guo, Zhen Lei, Changqing Zhang, Stan Z. Li

IJCAI 2017 ROUTE: Robust Outlier Estimation for Low Rank Matrix Recovery Xiaojie Guo, Zhouchen Lin

CVPR 2016 Rain Streak Removal Using Layer Priors Yu Li, Robby T. Tan, Xiaojie Guo, Jiangbo Lu, Michael S. Brown

ICCV 2015 Adaptively Unified Semi-Supervised Dictionary Learning with Active Points Xiaobo Wang, Xiaojie Guo, Stan Z. Li

CVPR 2015 Generalized Tensor Total Variation Minimization for Visual Data Recovery Xiaojie Guo, Yi Ma

IJCAI 2015 Online Robust Low Rank Matrix Recovery Xiaojie Guo

IJCAI 2015 Robust Subspace Segmentation by Simultaneously Learning Data Representations and Their Affinity Matrix Xiaojie Guo

ECCV 2014 Image Retrieval and Ranking via Consistently Reconstructing Multi-Attribute Queries Xiaochun Cao, Hua Zhang, Xiaojie Guo, Si Liu, Xiaowu Chen

ECCV 2014 Robust Foreground Detection Using Smoothness and Arbitrariness Constraints Xiaojie Guo, Xinggang Wang, Liang Yang, Xiaochun Cao, Yi Ma

CVPR 2014 Robust Separation of Reflection from Multiple Images Xiaojie Guo, Xiaochun Cao, Yi Ma

ICCV 2013 SYM-FISH: A Symmetry-Aware Flip Invariant Sketch Histogram Shape Descriptor Xiaochun Cao, Hua Zhang, Si Liu, Xiaojie Guo, Liang Lin

CVPR 2013 Video Editing with Temporal, Spatial and Appearance Consistency Xiaojie Guo, Xiaochun Cao, Xiaowu Chen, Yi Ma