MMU-Net: an efficient medical image segmentation model combining multi-scale feature information.

Zhikun Zhang Zhikun Zhang 0001 Stanford University, Palo Alto, CA, USA CISPA Helmholtz Center for Information Security, Saarbrücken, Germany Zhejiang University, Cyber Innovation Joint Research Center, Hangzhou, China http://zhangzhk.com/ https://cispa.de/en/people/zhikun.zhang https://orcid.org/0000-0001-7208-3392 https://www.wikidata.org/entity/Q130971743

Chuanyue Yu Zhiyong Fu Zhikun Zhang Chaoxiang Chen MMU-Net: an efficient medical image segmentation model combining multi-scale feature information. 108265 2026 112 Biomed. Signal Process. Control. https://doi.org/10.1016/j.bspc.2025.108265 db/journals/bspc/bspc112.html#YuFZC26 streams/journals/bspc

Guangtao Zhang Yiting Duan Guanyu Pan Qijing Chen Huiyu Yang Zhikun Zhang Data-driven discovery of state-changes in underlying system from hidden change-points in partial differential equations with spatiotemporal varying coefficients. 116962 2026 474 J. Comput. Appl. Math. https://doi.org/10.1016/j.cam.2025.116962 db/journals/jcam/jcam474.html#ZhangDPCYZ26 streams/journals/jcam

Yuhe Bai Chengli Tan Jiaqi Li Xiangjun Wang Zhikun Zhang Residual-loss Anomaly Analysis of Physics-Informed Neural Networks: An Inverse Method for Change-point Detection in Nonlinear Dynamical Systems with Regime Switching. 2026 April abs/2604.25655 CoRR https://doi.org/10.48550/arXiv.2604.25655 db/journals/corr/corr2604.html#abs-2604-25655 streams/journals/corr

Pengfei Zhang Jianlong An Xiang Cheng Youwen Zhu Ji Zhang Zhikun Zhang A two-phase approach for locally differentially private fuzzy co-clustering. 122381 2025 718 Inf. Sci. https://doi.org/10.1016/j.ins.2025.122381 db/journals/isci/isci718.html#ZhangACZZZ25 streams/journals/isci

Xiang Wu 0015 Bofeng Guo Yang Nan 0004 Zhikun Zhang Characterization of Full-Spectrum GPS L1, Galileo E1, and BeiDou-3 B1 Signals for Interferometric GNSS-R Ocean Altimetry. 1-11 2025 63 IEEE Trans. Geosci. Remote. Sens. https://doi.org/10.1109/TGRS.2025.3533699 db/journals/tgrs/tgrs63.html#WuGNZ25 streams/journals/tgrs

Bokang Zhang Zhikun Zhang Haodong Jiang Yang Liu Lihao Zheng Yuxiao Zhou 0009 Shuaiting Huang Junfeng Wu Bilateral Differentially Private Vertical Federated Boosted Decision Trees. 2025 April abs/2504.21739 CoRR https://doi.org/10.48550/arXiv.2504.21739 db/journals/corr/corr2504.html#abs-2504-21739 streams/journals/corr

Zhihao Xu Saisai Ding Zhikun Zhang Xiangjun Wang Reconstruction and Prediction of Volterra Integral Equations Driven by Gaussian Noise. 2025 June abs/2506.00933 CoRR https://doi.org/10.48550/arXiv.2506.00933 db/journals/corr/corr2506.html#abs-2506-00933 streams/journals/corr

Zhaoyang Chu Yao Wan 0001 Zhikun Zhang Di Wang 0015 Zhou Yang 0003 Hongyu Zhang 0002 Pan Zhou 0001 Xuanhua Shi Hai Jin 0001 David Lo 0001 Scrub It Out! Erasing Sensitive Memorization in Code Language Models via Machine Unlearning. 2025 September abs/2509.13755 CoRR https://doi.org/10.48550/arXiv.2509.13755 db/journals/corr/corr2509.html#abs-2509-13755 streams/journals/corr

Zhikun Zhang Guanyu Pan Xiangjun Wang Yong Xu Guangtao Zhang Parameter Identification for Partial Differential Equation with Jump Discontinuities in Coefficients by Markov Switching Model and Physics-Informed Machine Learning. 2025 October abs/2510.14656 CoRR https://doi.org/10.48550/arXiv.2510.14656 db/journals/corr/corr2510.html#abs-2510-14656 streams/journals/corr

Qiangguo Yu Zhikun Zhang Yanan Feng Yuzheng Wei Liangquan Jia A Self-Representation Weighted-Based Density Peaks Clustering Method. 142015-142025 2024 12 IEEE Access https://doi.org/10.1109/ACCESS.2024.3448472 db/journals/access/access12.html#YuZFWJ24 streams/journals/access

Yue Huang 0001 Lichao Sun 0001 Haoran Wang 0005 Siyuan Wu 0001 Qihui Zhang Yuan Li Chujie Gao Yixin Huang Wenhan Lyu Yixuan Zhang Xiner Li Hanchi Sun Zhengliang Liu Yixin Liu 0002 Yijue Wang Zhikun Zhang Bertie Vidgen Bhavya Kailkhura Caiming Xiong Chaowei Xiao Chunyuan Li Eric P. Xing Furong Huang Hao Liu Heng Ji 0001 Hongyi Wang 0001 Huan Zhang 0001 Huaxiu Yao Manolis Kellis Marinka Zitnik Meng Jiang 0001 Mohit Bansal James Zou 0001 Jian Pei 0001 Jian Liu Jianfeng Gao 0001 Jiawei Han 0001 Jieyu Zhao 0001 Jiliang Tang Jindong Wang 0001 Joaquin Vanschoren John C. Mitchell Kai Shu Kaidi Xu Kai-Wei Chang 0001 Lifang He 0001 Lifu Huang Michael Backes 0001 Neil Zhenqiang Gong Philip S. Yu Pin-Yu Chen Quanquan Gu Ran Xu 0001 Rex Ying Shuiwang Ji Suman Jana Tianlong Chen 0001 Tianming Liu 0001 Tianyi Zhou 0001 William Wang 0001 Xiang Li 0001 Xiangliang Zhang 0001 Xiao Wang 0012 Xing Xie 0001 Xun Chen Xuyu Wang Yan Liu 0002 Yanfang Ye 0001 Yinzhi Cao Yong Chen 0016 Yue Zhao 0016 Position: TrustLLM: Trustworthiness in Large Language Models. 2024 ICML https://proceedings.mlr.press/v235/huang24x.html https://openreview.net/forum?id=bWUU0LwwMp conf/icml/2024 db/conf/icml/icml2024.html#Huang0WWZLGHLZL24 20166-20270

Zhikun Zhang Yiting Duan Xiangjun Wang Mingyuan Zhang Machine Learning for Complex Systems with Abnormal Pattern by Exception Maximization Outlier Detection Method. 2024 abs/2407.04248 CoRR https://doi.org/10.48550/arXiv.2407.04248 db/journals/corr/corr2407.html#abs-2407-04248 streams/journals/corr

Yi Zhang Zhikun Zhang Xiangjun Wang Parameters Inference for Nonlinear Wave Equations with Markovian Switching. 2024 abs/2408.05990 CoRR https://doi.org/10.48550/arXiv.2408.05990 db/journals/corr/corr2408.html#abs-2408-05990 streams/journals/corr

Zhixiong Chen 0001 Miao Yu 0028 Zhikun Zhang Honghai Zeng Power allocation algorithm based on Q-learning for two-way relaying system with dual-media parallel communication. 2023 February 17 IET Signal Process. 2 https://doi.org/10.1049/sil2.12174 db/journals/iet-spr/iet-spr17.html#ChenYZZ23

Haiping Li Zhikun Zhang Lu Gan Dianfa Fan Xinjun Sun Zhangbo Qian Xiyu Liu 0004 Yong Huang Signal Amplification-Based Biosensors and Application in RNA Tumor Markers. 4237 2023 23 Sensors 9 https://doi.org/10.3390/s23094237 db/journals/sensors/sensors23.html#LiZGFSQLH23

Guangtao Zhang Yiting Duan Guanyu Pan Qijing Chen Huiyu Yang Zhikun Zhang Parameter Identification for Partial Differential Equations with Spatiotemporal Varying Coefficients. 2023 abs/2307.00035 CoRR https://doi.org/10.48550/arXiv.2307.00035 db/journals/corr/corr2307.html#abs-2307-00035

Xiaoxia Wang Yifei Lin Yun Xiong Suhua Zhang Yanming He Yuqing He Zhikun Zhang Joseph M. Plasek Li Zhou 0007 David W. Bates Chunlei Tang Using an optimized generative model to infer the progression of complications in type 2 diabetes patients. 174 2022 22 BMC Medical Informatics Decis. Mak. 1 https://doi.org/10.1186/s12911-022-01915-5 db/journals/midm/midm22.html#WangLXZHHZPZBT22

Peng Zhang 0090 Junfu Fan Panpan Zhang Zhikun Zhang Zheng Chen Liusheng Han Comparative Study on the Effect of Shape Complexity on the Efficiency of Different Overlay Analysis Algorithms. 144179-144194 2021 9 IEEE Access https://doi.org/10.1109/ACCESS.2021.3121753 db/journals/access/access9.html#ZhangFZZCH21

Jing Wu Zhikun Zhang Extreme Learning Machine Denoising Algorithm Based Analysis of Transvaginal 3-Dimensional Ultrasonic Image for the Diagnostic Effect of Intrauterine Adhesion. 9629884:1-9629884:7 2021 2021 Sci. Program. https://doi.org/10.1155/2021/9629884 db/journals/sp/sp2021.html#WuZ21

Zhikun Zhang Chunlei Tang Joseph M. Plasek Yun Xiong Min-Jeoung Kang Patricia C. Dykes David W. Bates Li Zhou 0007 Data Reconstruction Based on Temporal Expressions in Clinical Notes. 1004-1008 2019 BIBM https://doi.org/10.1109/BIBM47256.2019.8983207 conf/bibm/2019 db/conf/bibm/bibm2019.html#ZhangTPXKDBZ19 Zhikun Zhang Guoxian Hu Fengzhi Wu Chaoyong Wang The Campus Surveying Control Network Digital Construction Planning and Implementation. 1-5 2018 Geoinformatics https://doi.org/10.1109/GEOINFORMATICS.2018.8557136 conf/geoinformatics/2018 db/conf/geoinformatics/geoinformatics2018.html#ZhangHWW18

Yijia Cao Shengwei Tang Canbing Li Peng Zhang 0015 Yi Tan Zhikun Zhang Junxiong Li An Optimized EV Charging Model Considering TOU Price and SOC Curve. 388-393 2012 3 IEEE Trans. Smart Grid 1 https://doi.org/10.1109/TSG.2011.2159630 db/journals/tsg/tsg3.html#CaoTLZTZL12

Zhikun Zhang Xiangning Kong Jianguo Xiao Zhonghui Huang XML-Based Context-Constraint Access Control Model and Policy. 17-26 2011 2 J. Next Gener. Inf. Technol. 1 https://doi.org/10.4156/jnit.vol2.issue1.3 db/journals/jnit/jnit2.html#ZhangKXH11

Zhikun Zhang Youping Geng Jianguo Xiao Cardinality constraint analyse and implementation in access control model. 265-267 2010 NCM https://ieeexplore.ieee.org/document/5572478/ conf/ncm/2010 db/conf/ncm/ncm2010.html#ZhangGX10 Yihao Zhang Jianyi Guo Zhengtao Yu 0001 Zhikun Zhang Xianming Yao The Research on Chinese Coreference Resolution Based on Maximum Entropy Model and Rules. 1-8 2009 WISM https://doi.org/10.1007/978-3-642-05250-7_1 conf/wism/2009 db/conf/wism/wism2009.html#ZhangGYZY09 Zhikun Zhang Jianguo Xiao Hanyi Li Youping Geng An Extended Permission-Based Delegation Authorization Model. 696-699 2008 CSSE (3) https://doi.org/10.1109/CSSE.2008.983 https://doi.ieeecomputersociety.org/10.1109/CSSE.2008.983 conf/csse/2008-3 db/conf/csse/csse2008-3.html#ZhangXLG08 Jianlong An Michael Backes 0001 Yuhe Bai Mohit Bansal David W. Bates Yijia Cao Yinzhi Cao Kai-Wei Chang 0001 Chaoxiang Chen Pin-Yu Chen Qijing Chen Tianlong Chen 0001 Xun Chen Yong Chen 0016 Zheng Chen Zhixiong Chen 0001 Xiang Cheng Zhaoyang Chu Saisai Ding Yiting Duan Patricia C. Dykes Dianfa Fan Junfu Fan Yanan Feng Zhiyong Fu Lu Gan Chujie Gao Jianfeng Gao 0001 Youping Geng Neil Zhenqiang Gong Quanquan Gu Bofeng Guo Jianyi Guo Jiawei Han 0001 Liusheng Han Lifang He 0001 Yanming He Yuqing He Guoxian Hu Furong Huang Lifu Huang Shuaiting Huang Yixin Huang Yong Huang Yue Huang 0001 Zhonghui Huang Suman Jana Heng Ji 0001 Shuiwang Ji Liangquan Jia Haodong Jiang Meng Jiang 0001 Hai Jin 0001 Bhavya Kailkhura Min-Jeoung Kang Manolis Kellis Xiangning Kong Canbing Li Chunyuan Li Haiping Li Hanyi Li Jiaqi Li Junxiong Li Xiang Li 0001 Xiner Li Yuan Li Yifei Lin Hao Liu Jian Liu Tianming Liu 0001 Xiyu Liu 0004 Yan Liu 0002 Yang Liu Yixin Liu 0002 Zhengliang Liu David Lo 0001 Wenhan Lyu John C. Mitchell Yang Nan 0004 Guanyu Pan Jian Pei 0001 Joseph M. Plasek Zhangbo Qian Xuanhua Shi Kai Shu Hanchi Sun Lichao Sun 0001 Xinjun Sun Chengli Tan Yi Tan Chunlei Tang Jiliang Tang Shengwei Tang Joaquin Vanschoren Bertie Vidgen Yao Wan 0001 Chaoyong Wang Di Wang 0015 Haoran Wang 0005 Hongyi Wang 0001 Jindong Wang 0001 William Yang WangWilliam Wang 0001 Xiangjun Wang Xiao Wang 0012 Xiaoxia Wang Xuyu Wang Yijue Wang Yuzhen WeiYuzheng Wei Fengzhi Wu Jing Wu Junfeng Wu Siyuan Wu 0001 Xiang Wu 0015 Chaowei Xiao Jianguo Xiao Xing Xie 0001 Eric P. Xing Caiming Xiong Yun Xiong Kaidi Xu Ran Xu 0001 Yong Xu Zhihao Xu Huiyu Yang Zhou Yang 0003 Huaxiu Yao Xianming Yao Yanfang Ye 0001 Rex Ying Chuanyue Yu Miao Yu 0028 Philip S. Yu Qiangguo Yu Zhengtao Yu 0001 Honghai Zeng Bokang Zhang Guangtao Zhang Hongyu Zhang 0002 Huan Zhang 0001 Ji Zhang Mingyuan Zhang Panpan Zhang Peng Zhang 0015 Peng Zhang 0090 Pengfei Zhang Qihui Zhang Suhua Zhang Xiangliang Zhang 0001 Yi Zhang Yihao Zhang Yixuan Zhang Jieyu Zhao 0001 Yue Zhao 0016 Lihao Zheng Li Zhou 0007 Pan Zhou 0001 Tianyi Zhou 0001 Yuxiao Zhou 0009 Youwen Zhu Marinka Zitnik James Zou 0001