VisRef: Visual Refocusing while Thinking Improves Test-Time Scaling in Multi-Modal Large Reasoning Models.

Hongjing Zhang

Soumya Suvra Ghosal Youngeun Kim Zhuowei Li 0009 Ritwick Chaudhry Linghan Xu Hongjing Zhang Jakub Zablocki Yifan Xing Qin Zhang VisRef: Visual Refocusing while Thinking Improves Test-Time Scaling in Multi-Modal Large Reasoning Models. 2026 March abs/2603.00207 CoRR https://doi.org/10.48550/arXiv.2603.00207 db/journals/corr/corr2603.html#abs-2603-00207 streams/journals/corr

Jiahui Chen Xiaoze Jiang Zhibo Wang Quanzhi Zhu Junyao Zhao 0004 Feng Hu 0005 Kang Pan Ao Xie Maohua Pei Zhiheng Qin Hongjing Zhang Zhixin Zhai Xiaobo Guo Runbin Zhou Kefeng Wang Mingyang Geng Cheng Chen Jingshan Lv Yupeng Huang Xiao Liang Han Li UniSearch: Rethinking Search System with a Unified Generative Architecture. 2025 September abs/2509.06887 CoRR https://doi.org/10.48550/arXiv.2509.06887 db/journals/corr/corr2509.html#abs-2509-06887 streams/journals/corr

Wenjian Sun Dongsheng Wu Yang Luo 0001 Lu Liu 0001 Hongjing Zhang Shuang Wu Yan Zhang Chenglong Wang Houjun Zheng Jiang Shen Chunbo Luo ExpertNet: Defeat noisy labels by deep expert consultation paradigm for pneumoconiosis staging on chest radiographs. 120710 2023 December 232 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2023.120710 db/journals/eswa/eswa232.html#SunWLLZWZWZSL23

Hongjing Zhang Modernizing Deep Unsupervised Learning with Human Experience University of California, Davis, USA 2022 https://www.escholarship.org/uc/item/0k20v0z1

Shaohuan Zu Chaofan Ke Chengzhi Hou Junxing Cao Hongjing Zhang End-to-End Deblending of Simultaneous Source Data Using Transformer. 1-5 2022 19 IEEE Geosci. Remote. Sens. Lett. https://doi.org/10.1109/LGRS.2022.3174106 db/journals/lgrs/lgrs19.html#ZuKHCZ22

Wenjian Sun Dongsheng Wu Yang Luo 0001 Lu Liu 0001 Hongjing Zhang Shuang Wu Yan Zhang Chenglong Wang Houjun Zheng Jiang Shen Chunbo Luo A Fully Deep Learning Paradigm for Pneumoconiosis Staging on Chest Radiographs. 5154-5164 2022 26 IEEE J. Biomed. Health Informatics 10 https://doi.org/10.1109/JBHI.2022.3190923 db/journals/titb/titb26.html#SunWLLZWZWZSL22

Wenjian Sun Dongsheng Wu Yang Luo 0001 Lu Liu 0001 Hongjing Zhang Shuang Wu Yan Zhang Chenglong Wang Houjun Zheng Jiang Shen Chunbo Luo Deep Log-Normal Label Distribution Learning for Pneumoconiosis Staging on Chest Radiographs. 372-376 2022 CBMS https://doi.org/10.1109/CBMS55023.2022.00073 conf/cbms/2022 db/conf/cbms/cbms2022.html#SunWLLZWZWZSL22

Hongjing Zhang Tianyang Zhan Sugato Basu Ian Davidson A framework for deep constrained clustering. 593-620 2021 35 Data Min. Knowl. Discov. 2 https://doi.org/10.1007/s10618-020-00734-4 db/journals/datamine/datamine35.html#ZhangZBD21

Hongjing Zhang Tianyang Zhan Ian Davidson A Self-Supervised Deep Learning Framework for Unsupervised Few-Shot Learning and Clustering. 75-81 2021 148 Pattern Recognit. Lett. https://doi.org/10.1016/j.patrec.2021.05.004 db/journals/prl/prl148.html#ZhangZD21

Hongjing Zhang Ian Davidson Towards Fair Deep Anomaly Detection. 138-148 2021 FAccT https://doi.org/10.1145/3442188.3445878 conf/fat/2021 db/conf/fat/facct2021.html#ZhangD21 Hongjing Zhang Ian Davidson Deep Descriptive Clustering. 3342-3348 2021 IJCAI https://doi.org/10.24963/ijcai.2021/460 conf/ijcai/2021 db/conf/ijcai/ijcai2021.html#ZhangD21

Hongjing Zhang Tianyang Zhan Sugato Basu Ian Davidson A Framework for Deep Constrained Clustering. 2021 abs/2101.02792 CoRR https://arxiv.org/abs/2101.02792 db/journals/corr/corr2101.html#abs-2101-02792

Hongjing Zhang Ian Davidson Deep Descriptive Clustering. 2021 abs/2105.11549 CoRR https://arxiv.org/abs/2105.11549 db/journals/corr/corr2105.html#abs-2105-11549

Hongjing Zhang Ian Davidson Deep Fair Discriminative Clustering. 2021 abs/2105.14146 CoRR https://arxiv.org/abs/2105.14146 db/journals/corr/corr2105.html#abs-2105-14146

Hongjing Zhang S. S. Ravi Ian Davidson A Graph-Based Approach for Active Learning in Regression. 280-288 2020 SDM https://doi.org/10.1137/1.9781611976236.32 conf/sdm/2020 db/conf/sdm/sdm2020.html#ZhangRD20

Hongjing Zhang S. S. Ravi Ian Davidson A Graph-Based Approach for Active Learning in Regression. 2020 abs/2001.11143 CoRR https://arxiv.org/abs/2001.11143 db/journals/corr/corr2001.html#abs-2001-11143

Hongjing Zhang Ian Davidson Towards Fair Deep Anomaly Detection. 2020 abs/2012.14961 CoRR https://arxiv.org/abs/2012.14961 db/journals/corr/corr2012.html#abs-2012-14961

Hongjing Zhang Sugato Basu Ian Davidson A Framework for Deep Constrained Clustering - Algorithms and Advances. 57-72 2019 ECML/PKDD (1) https://doi.org/10.1007/978-3-030-46150-8_4 conf/pkdd/2019-1 db/conf/pkdd/pkdd2019-1.html#ZhangBD19

Hongjing Zhang Sugato Basu Ian Davidson Deep Constrained Clustering - Algorithms and Advances. 2019 abs/1901.10061 CoRR http://arxiv.org/abs/1901.10061 db/journals/corr/corr1901.html#abs-1901-10061

Qinghong Zhong Ying Wang 0002 Luoming Meng Ailing Xiao Hongjing Zhang A max-flow/min-cut theory based multi-domain virtual network splitting mechanism. 392-395 2015 APNOMS https://doi.org/10.1109/APNOMS.2015.7275349 conf/apnoms/2015 db/conf/apnoms/apnoms2015.html#ZhongWMXZ15 Hongjing Zhang Ying Wang 0002 Xuesong Qiu 0001 Wenjing Li 0001 Qinghong Zhong Network operation simulation platform for network virtualization environment. 400-403 2015 APNOMS https://doi.org/10.1109/APNOMS.2015.7275351 conf/apnoms/2015 db/conf/apnoms/apnoms2015.html#ZhangWQLZ15 Hongjing Zhang Lanhai Liu Empirical Research on Housing Price Ripple Effect between China's Cities. 43-46 2009 SSME https://doi.org/10.1109/SSME.2009.21 https://doi.ieeecomputersociety.org/10.1109/SSME.2009.21 conf/ssme/2009 db/conf/ssme/ssme2009.html#ZhangL09 Sugato Basu Junxing Cao Ritwick Chaudhry Cheng Chen Jiahui Chen Ian Davidson Mingyang Geng Soumya Suvra Ghosal Xiaobo Guo Chengzhi Hou Feng Hu 0005 Yupeng Huang Xiaoze Jiang Chaofan Ke Youngeun Kim Han Li Wenjing Li 0001 Zhuowei Li 0009 Xiao Liang Lanhai Liu Lu Liu 0001 Chunbo Luo Yang Luo 0001 Jingshan Lv Luoming Meng Kang Pan Maohua Pei Zhiheng Qin Xuesong Qiu 0001 S. S. Ravi Jiang Shen Wenjian Sun Chenglong Wang Kefeng Wang Ying Wang 0002 Zhibo Wang Dongsheng Wu Shuang Wu Ailing Xiao Ao Xie Yifan Xing Linghan Xu Jakub Zablocki Zhixin Zhai Tianyang Zhan Qin Zhang Yan Zhang Junyao Zhao 0004 Houjun Zheng Qinghong Zhong Runbin Zhou Quanzhi Zhu Shaohuan Zu