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Xiaoqiang Li 0002
Person information
- affiliation: Shanghai University, Shanghai, China
Other persons with the same name
- Xiaoqiang Li — disambiguation page
- Xiaoqiang Li 0001
— Henan University Science and Technology, Luoyang, China - Xiaoqiang Li 0003
— Harbin University of Science and Technology, Harbin, China - Xiaoqiang Li 0004
— Vidar Future Technology (Beijing) Co., LTD: Beijing, China - Xiaoqiang Li 0005
— China University of Mining and Technology, Xuzhou, China
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2020 – today
- 2026
[j42]Wenkai Ye
, Xichen Ye
, Hang Yao
, Kequan Yang
, Xiaoqiang Li
:
Label-wise reliability-aware classifier for robust chest X-ray multi-label classification. Expert Syst. Appl. 312: 131438 (2026)
[j41]Pinxue Guo
, Lingyi Hong
, Xinyu Zhou, Shuyong Gao
, Wanyun Li
, Jinglun Li, Zhaoyu Chen, Xiaoqiang Li
, Wei Zhang
, Wenqiang Zhang
:
ClickVOS: Click Video Object Segmentation. IEEE Trans. Circuits Syst. Video Technol. 36(1): 320-334 (2026)
[j40]Yongxu Zhao
, Kequan Yang
, Yuanchen Wu, Xiaoqiang Li
:
MFDP: Multi-View Feature Integration and Enhanced Disease Prompting for Radiology Report Generation. IEEE J. Biomed. Health Informatics 30(2): 1378-1391 (2026)- 2025
[j39]Jide Li
, Kequan Yang
, Chao Yin
, Xiaoqiang Li
:
AgentMatting: Boosting context aggregation for image matting with context agent. Expert Syst. Appl. 274: 127037 (2025)
[j38]Kequan Yang
, Xichen Ye
, Yuanchen Wu, Jide Li
, Xiaoqiang Li
, Pinpin Zhu:
Mutual learning with discrepancy for weakly supervised object detection. Expert Syst. Appl. 291: 128453 (2025)
[j37]Jiaquan Wang, Yuqing Zou, Yuanchen Wu, Xiaoqiang Li
:
PrioMatch: Semi-supervised learning guided by prior knowledge. Neurocomputing 658: 131538 (2025)
[j36]Chao Yin
, Xiaoqiang Li:
Dual region mutual enhancement network for camouflaged object detection. Image Vis. Comput. 158: 105526 (2025)
[j35]Jide Li
, Kequan Yang
, Yuanchen Wu, Xichen Ye
, Hanqi Yang, Xiaoqiang Li
:
ProxyMatting: Transformer-based image matting via region proxy. Knowl. Based Syst. 310: 112911 (2025)
[j34]Kequan Yang
, Yuanchen Wu, Jide Li
, Chao Yin
, Xiaoqiang Li
:
Pseudo-label enhancement for weakly supervised object detection using self-supervised vision transformer. Knowl. Based Syst. 311: 113012 (2025)
[j33]Pinxue Guo, Wei Zhang, Xiaoqiang Li
, Jianping Fan, Wenqiang Zhang:
Self-supervised video object segmentation via pseudo label rectification. Pattern Recognit. 163: 111428 (2025)
[c36]Xichen Ye, Yifan Wu
, Weizhong Zhang, Xiaoqiang Li, Yifan Chen, Cheng Jin:
Optimized Gradient Clipping for Noisy Label Learning. AAAI 2025: 9463-9471
[c35]Yuanchen Wu, Lu Zhang, Hang Yao
, Junlong Du, Ke Yan, Shouhong Ding, Yunsheng Wu, Xiaoqiang Li:
Antidote: A Unified Framework for Mitigating LVLM Hallucinations in Counterfactual Presupposition and Object Perception. CVPR 2025: 14646-14656
[c34]Yuanchen Wu, Junlong Du, Ke Yan, Shouhong Ding, Xiaoqiang Li:
ToVE: Efficient Vision-Language Learning via Knowledge Transfer from Vision Experts. ICLR 2025
[c33]Yuhang Li, Tong Liu, Yangguang Cui, Ming Hu, Xiaoqiang Li:
One Arrow, Two Hawks: Sharpness-aware Minimization for Federated Learning via Global Model Trajectory. ICML 2025
[c32]Yuanchen Wu, Ke Yan, Shouhong Ding, Ziyin Zhou, Xiaoqiang Li:
Towards Rationale-Answer Alignment of LVLMs via Self-Rationale Calibration. ICML 2025
[c31]Xiangyu Zheng
, Songcheng He
, Wanyun Li
, Xiaoqiang Li
, Wei Zhang
:
Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation. ACM Multimedia 2025: 796-805
[c30]Ziyun Dai
, Xiaoqiang Li
, Shaohua Zhang
, Yuanchen Wu
, Jide Li
:
See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs. ACM Multimedia 2025: 3310-3319
[c29]Chao Yin
, Hao Li
, Kequan Yang
, Jide Li
, Pinpin Zhu
, Xiaoqiang Li
:
Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation. ACM Multimedia 2025: 3741-3750
[i15]Yuanchen Wu, Junlong Du, Ke Yan, Shouhong Ding, Xiaoqiang Li:
ToVE: Efficient Vision-Language Learning via Knowledge Transfer from Vision Experts. CoRR abs/2504.00691 (2025)
[i14]Yuanchen Wu, Lu Zhang, Hang Yao, Junlong Du, Ke Yan, Shouhong Ding, Yunsheng Wu, Xiaoqiang Li:
Antidote: A Unified Framework for Mitigating LVLM Hallucinations in Counterfactual Presupposition and Object Perception. CoRR abs/2504.20468 (2025)
[i13]Chao Yin, Hao Li, Kequan Yang, Jide Li, Pinpin Zhu, Xiaoqiang Li:
Stepwise Decomposition and Dual-stream Focus: A Novel Approach for Training-free Camouflaged Object Segmentation. CoRR abs/2506.06818 (2025)
[i12]Ziyun Dai, Xiaoqiang Li, Shaohua Zhang, Yuanchen Wu, Jide Li:
See Different, Think Better: Visual Variations Mitigating Hallucinations in LVLMs. CoRR abs/2507.22003 (2025)
[i11]Xiangyu Zheng, Songcheng He, Wanyun Li, Xiaoqiang Li, Wei Zhang:
Shallow Features Matter: Hierarchical Memory with Heterogeneous Interaction for Unsupervised Video Object Segmentation. CoRR abs/2507.22465 (2025)
[i10]Chao Yin, Jide Li, Xiaoqiang Li:
A Simple yet Powerful Instance-Aware Prompting Framework for Training-free Camouflaged Object Segmentation. CoRR abs/2508.06904 (2025)
[i9]Yuanchen Wu, Ke Yan, Shouhong Ding, Ziyin Zhou, Xiaoqiang Li:
Towards Rationale-Answer Alignment of LVLMs via Self-Rationale Calibration. CoRR abs/2509.13919 (2025)- 2024
[j32]Junwen Chen, Tong Liu, Yangguang Cui, Xiaoqiang Li, Weiqin Tong:
A meta-learning based method for few-shot pneumonia identification using chest X-ray images. Biomed. Signal Process. Control. 95: 106433 (2024)
[j31]Yating Kong
, Jide Li
, Liangpeng Hu
, Xiaoqiang Li:
Color subspace exploring for natural image matting. IET Image Process. 18(9): 2244-2256 (2024)
[j30]Chao Yin
, Kequan Yang
, Jide Li
, Xiaoqiang Li
, Yifan Wu
:
Camouflaged Object Detection via Complementary Information-Selected Network Based on Visual and Semantic Separation. IEEE Trans. Ind. Informatics 20(11): 12871-12881 (2024)
[c28]Songmin Dai, Yifan Wu
, Xiaoqiang Li, Xiangyang Xue:
Generating and Reweighting Dense Contrastive Patterns for Unsupervised Anomaly Detection. AAAI 2024: 1454-1462
[c27]Yuanchen Wu, Xichen Ye, Kequan Yang, Jide Li, Xiaoqiang Li:
DuPL: Dual Student with Trustworthy Progressive Learning for Robust Weakly Supervised Semantic Segmentation. CVPR 2024: 3534-3543
[c26]Yuanchen Wu
, Xiaoqiang Li
, Jide Li
, Kequan Yang
, Pinpin Zhu
, Shaohua Zhang
:
DINO is Also a Semantic Guider: Exploiting Class-aware Affinity for Weakly Supervised Semantic Segmentation. ACM Multimedia 2024: 1389-1397
[i8]Yuanchen Wu, Xichen Ye, Kequan Yang, Jide Li, Xiaoqiang Li:
DuPL: Dual Student with Trustworthy Progressive Learning for Robust Weakly Supervised Semantic Segmentation. CoRR abs/2403.11184 (2024)
[i7]Xichen Ye, Yifan Wu
, Yiwen Xu, Xiaoqiang Li, Weizhong Zhang, Yifan Chen:
Active Negative Loss: A Robust Framework for Learning with Noisy Labels. CoRR abs/2412.02373 (2024)
[i6]Yifan Wu
, Xichen Ye, Songmin Dai, Dengye Pan, Xiaoqiang Li, Weizhong Zhang, Yifan Chen:
Revisiting Energy-Based Model for Out-of-Distribution Detection. CoRR abs/2412.03058 (2024)
[i5]Xichen Ye, Yifan Wu, Weizhong Zhang, Xiaoqiang Li, Yifan Chen, Cheng Jin:
Optimized Gradient Clipping for Noisy Label Learning. CoRR abs/2412.08941 (2024)- 2023
[j29]Xiaoqiang Li
, Yinxiang Luan, Liangbo Chen:
Semi-supervised GAN with similarity constraint for mode diversity. Appl. Intell. 53(4): 3933-3946 (2023)
[j28]Xiaoqiang Li
, Yuanchen Wu, Songmin Dai:
Semi-supervised medical imaging segmentation with soft pseudo-label fusion. Appl. Intell. 53(18): 20753-20765 (2023)
[j27]Kequan Yang, Jide Li, Songmin Dai, Xiaoqiang Li:
Multiscale features integration based multiple-in-single-out network for object detection. Image Vis. Comput. 135: 104714 (2023)
[j26]Liangpeng Hu
, Yating Kong
, Jide Li
, Xiaoqiang Li
:
Effective Local-Global Transformer for Natural Image Matting. IEEE Trans. Circuits Syst. Video Technol. 33(8): 3888-3898 (2023)
[j25]Tong Liu
, Shenggang Ni, Xiaoqiang Li
, Yanmin Zhu
, Linghe Kong
, Yuanyuan Yang
:
Deep Reinforcement Learning Based Approach for Online Service Placement and Computation Resource Allocation in Edge Computing. IEEE Trans. Mob. Comput. 22(7): 3870-3881 (2023)
[j24]Congcong Zhu
, Xiaoqiang Li
, Jide Li
, Songmin Dai, Weiqin Tong
:
Multi-Sourced Knowledge Integration for Robust Self-Supervised Facial Landmark Tracking. IEEE Trans. Multim. 25: 6616-6628 (2023)
[c25]Yifan Wu
, Songmin Dai, Dengye Pan, Xiaoqiang Li:
OEST: Outlier Exposure by Simple Transformations for Out-of-Distribution Detection. ICIP 2023: 2170-2174
[c24]Jie Chen, Tong Liu, Yanmin Zhu, Ruiyuan Li, Xiaoqiang Li:
A Spatio-temporal Adaptive Personalized Meta-recommender for Next Location. ICTAI 2023: 942-946
[c23]Yuanchen Wu, Xiaoqiang Li, Songmin Dai, Jide Li, Tong Liu, Shaorong Xie:
Hierarchical Semantic Contrast for Weakly Supervised Semantic Segmentation. IJCAI 2023: 1542-1550
[c22]Xichen Ye, Xiaoqiang Li, Songmin Dai, Tong Liu, Yan Sun, Weiqin Tong:
Active Negative Loss Functions for Learning with Noisy Labels. NeurIPS 2023
[i4]Songmin Dai, Yifan Wu, Xiaoqiang Li, Xiangyang Xue:
Generating and Reweighting Dense Contrastive Patterns for Unsupervised Anomaly Detection. CoRR abs/2312.15911 (2023)- 2022
[j23]Feiran Wang
, Xiaoqiang Li
, Jitao Liu:
PCCN-RE: Point cloud colourisation network based on relevance embedding. IET Comput. Vis. 16(7): 632-643 (2022)
[j22]Xiaoqiang Li, Chengyu Guo
, Yifan Wu
, Congcong Zhu
, Jide Li
:
Robust age estimation model using group-aware contrastive learning. IET Image Process. 16(12): 3201-3211 (2022)
[j21]Xiaoqiang Li, Kequan Yang, Xinlong Fan, Liangpeng Hu, Jide Li:
Fast and accurate concealed dangerous object detection for millimeter-wave images. J. Electronic Imaging 31(2) (2022)
[j20]Congcong Zhu, Xiaoqiang Li
, Jide Li, Songmin Dai, Weiqin Tong:
Reasoning structural relation for occlusion-robust facial landmark localization. Pattern Recognit. 122: 108325 (2022)
[j19]Pinxue Guo
, Wei Zhang
, Xiaoqiang Li
, Wenqiang Zhang
:
Adaptive Online Mutual Learning Bi-Decoders for Video Object Segmentation. IEEE Trans. Image Process. 31: 7063-7077 (2022)
[c21]Congcong Zhu
, Xintong Wan, Shaorong Xie, Xiaoqiang Li, Yinzheng Gu:
Occlusion-robust Face Alignment using A Viewpoint-invariant Hierarchical Network Architecture. CVPR 2022: 11102-11111- 2021
[j18]Yonghui Tang
, Yue Sun, John Y. Chiang, Xiaoqiang Li
:
Research on Multiple-Instance Learning for Tongue Coating Classification. IEEE Access 9: 66361-66370 (2021)
[j17]Xiaoqiang Li
, Jitao Liu, Songmin Dai
:
Point cloud super-resolution based on geometric constraints. IET Comput. Vis. 15(4): 312-321 (2021)
[c20]Congcong Zhu
, Xiaoqiang Li, Jide Li, Songmin Dai:
Improving Robustness of Facial Landmark Detection by Defending against Adversarial Attacks. ICCV 2021: 11731-11740
[i3]Songmin Dai, Jide Li, Lu Wang, Congcong Zhu, Yifan Wu, Xiaoqiang Li:
Unsupervised Learning of Multi-level Structures for Anomaly Detection. CoRR abs/2104.12102 (2021)
[i2]Congcong Zhu, Xiaoqiang Li, Jide Li, Songmin Dai, Weiqin Tong:
Reasoning Structural Relation for Occlusion-Robust Facial Landmark Localization. CoRR abs/2112.10087 (2021)- 2020
[j16]Xiaolei Shang
, Honglin Hu
, Xiaoqiang Li
, Tianheng Xu
, Ting Zhou
:
Dive Into Deep Learning Based Automatic Modulation Classification: A Disentangled Approach. IEEE Access 8: 113271-113284 (2020)
[j15]Pin Wu
, Xuting Chang
, Yang Yang
, Xiaoqiang Li
:
BASN - Learning Steganography with a Binary Attention Mechanism. Future Internet 12(3): 43 (2020)
[j14]Wei Pan
, Jide Li, Xiaoqiang Li
:
Portfolio Learning Based on Deep Learning. Future Internet 12(11): 202 (2020)
[j13]Xiaoqiang Li
, Chuanwei Liu
, Songmin Dai
, Huichen Lian, Guangtai Ding:
Scale specified single shot multibox detector. IET Comput. Vis. 14(2): 59-64 (2020)
[j12]Xiaoqiang Li
, Miao Xie, Yin Zhang, Guangtai Ding, Weiqin Tong:
Dual attention convolutional network for action recognition. IET Image Process. 14(6): 1059-1065 (2020)
[j11]Aoru Xue, Kai Sheng, Songmin Dai
, Xiaoqiang Li
:
Robust landmark-free head pose estimation by learning to crop and background augmentation. IET Image Process. 14(11): 2553-2560 (2020)
[j10]Xiaoqiang Li, Miao Xie, Yin Zhang, Jide Li:
Multi-scale temporal feature-based dense convolutional network for action recognition. J. Electronic Imaging 29(6): 063013 (2020)
[c19]Kequan Yang
, Jide Li
, Xiaoqiang Li
:
Unsupervised Tongue Segmentation Using Reference Labels. ICONIP (1) 2020: 603-615
[c18]Shuming Sun, Xiaoqiang Li, Jide Li:
UCCTGAN: Unsupervised Clothing Color Transformation Generative Adversarial Network. ICPR 2020: 1582-1589
[c17]Congcong Zhu
, Xiaoqiang Li, Jide Li, Guangtai Ding, Weiqin Tong:
Spatial-Temporal Knowledge Integration: Robust Self-Supervised Facial Landmark Tracking. ACM Multimedia 2020: 4135-4143
2010 – 2019
- 2019
[j9]Xiaoqiang Li, Jide Li
, Hong Lu:
A Survey on Natural Image Matting With Closed-Form Solutions. IEEE Access 7: 136658-136675 (2019)
[j8]Pin Wu, Zhihui Lu, Quan Zhou, Zhidan Lei, Xiaoqiang Li
, Meikang Qiu, Patrick C. K. Hung:
Bigdata logs analysis based on seq2seq networks for cognitive Internet of Things. Future Gener. Comput. Syst. 90: 477-488 (2019)
[j7]Yue Sun
, Songmin Dai, Jide Li, Yin Zhang, Xiaoqiang Li:
Tooth-Marked Tongue Recognition Using Gradient-Weighted Class Activation Maps. Future Internet 11(2): 45 (2019)
[j6]Xiaoqiang Li, Yaqin Zhu, Jiayue Han, Jide Li, Huicheng Lian, Weiqin Tong:
TDCC: top-down semantic aggregation for colour constancy. IET Image Process. 13(11): 1944-1950 (2019)
[j5]Xiaoqiang Li
, Jide Li, Pin Wu, Huicheng Lian, Weiqin Tong:
Parallel accelerated matting method based on local learning. Neurocomputing 366: 328-339 (2019)
[c16]Xiaoqiang Li, Yaqin Zhu, Jiayue Han, Jide Li, Weiqin Tong:
TDCC: Top-Down Semantic Aggregation for Color Constancy. ICME 2019: 1246-1251
[c15]Xiaoqiang Li
, Yonghui Tang
, Yue Sun
:
Tongue Coating Classification Based on Multiple-Instance Learning and Deep Features. ICONIP (4) 2019: 504-511- 2018
[j4]Pin Wu
, Yang Yang
, Xiaoqiang Li
:
StegNet: Mega Image Steganography Capacity with Deep Convolutional Network. Future Internet 10(6): 54 (2018)
[c14]Yushan Xue, Xiaoqiang Li, Pin Wu, Jide Li, Lu Wang, Weiqin Tong:
Automated Tongue Segmentation in Chinese Medicine Based on Deep Learning. ICONIP (7) 2018: 542-553
[c13]Yushan Xue, Xiaoqiang Li
, Qing Cui, Lu Wang, Pin Wu:
Cracked Tongue Recognition Based on Deep Features and Multiple-Instance SVM. PCM (2) 2018: 642-652
[c12]Pin Wu
, Yang Yang
, Xiaoqiang Li
:
Image-into-Image Steganography Using Deep Convolutional Network. PCM (2) 2018: 792-802
[i1]Pin Wu, Yang Yang, Xiaoqiang Li:
StegNet: Mega Image Steganography Capacity with Deep Convolutional Network. CoRR abs/1806.06357 (2018)- 2017
[j3]Xiaoqiang Li
, Dan Wang, Yin Zhang:
Representation for Action Recognition Using Trajectory-Based Low-Level Local Feature and Mid-Level Motion Feature. Appl. Comput. Intell. Soft Comput. 2017: 4019213:1-4019213:7 (2017)
[j2]Xiaoqiang Li
, Yi Zhang, Dong Liao
:
Mining Key Skeleton Poses with Latent SVM for Action Recognition. Appl. Comput. Intell. Soft Comput. 2017: 5861435:1-5861435:11 (2017)- 2016
[c11]Qing Cui, Xiaoqiang Li, Jide Li, Yin Zhang:
Geometric and Tongue-Mouth Relation Features for Morphology Analysis of Tongue Body. PCM (2) 2016: 490-497- 2015
[j1]Xiu Zhang, Bilei Zhu, Linwei Li, Wei Li, Xiaoqiang Li, Wei Wang, Peizhong Lu, Wenqiang Zhang:
SIFT-based local spectrogram image descriptor: a novel feature for robust music identification. EURASIP J. Audio Speech Music. Process. 2015: 6 (2015)
[c10]Dan Wang, Qing Shao, Xiaoqiang Li:
A new unsupervised model of action recognition. ICIP 2015: 1160-1164- 2014
[c9]Xiaoqiang Li, Jide Li, Dan Wang:
Automatic tongue image segmentation based on histogram projection and matting. BIBM 2014: 76-81
2000 – 2009
- 2009
[c8]Bin Yang, Xiaoqiang Li, Wei Li:
A Robust Mesh Watermarking Scheme Based on PCA. ICIG 2009: 778-783- 2008
[c7]Fang Chen, Wei Li, Xiaoqiang Li:
Audio Quality-Based Authentication Using Wavelet Packet Decomposition and Best Tree Selection. IIH-MSP 2008: 1265-1268- 2004
[c6]Xiaoqiang Li, Xiangyang Xue:
Improved Robust Watermarking in DCT Domain for Color Images. AINA (1) 2004: 53-58- 2003
[c5]Xiaoqiang Li, Xiangyang Xue, Wei Li:
Robust Spatial Data Hiding for Color Images. Communications and Multimedia Security 2003: 205-213
[c4]Xiaoqiang Li, Xiangyang Xue, Wei Li:
An Optimized Multi-bits Blind Watermarking Scheme. ICICS 2003: 360-369
[c3]Wei Li, Xiangyang Xue, Xiaoqiang Li, Peizhong Lu:
A Novel Feature-Based Robust Audio Watermarking for Copyright Protection. ITCC 2003: 554-558
[c2]Xiaoqiang Li, Zhiyan Du, Wei Li, Peizhong Lu, Xiangyang Xue:
Multi-channel Data Hiding Scheme for Color Images. ITCC 2003: 569-573
[c1]Wei Li, Xiangyang Xue, Xiaoqiang Li:
Audio Watermarking Based on Statistical Feature in Wavelet Domain. WWW (Posters) 2003
Coauthor Index

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