Watershed boundary extraction from digital elevation models using RBM-SegNet.

Hongming Zhang 0002 Northwest A&F University, Yangling, China https://ieeexplore.ieee.org/author/37088175584 https://orcid.org/0000-0003-4605-8577 https://www.wikidata.org/entity/Q58449807 Hongming Zhang Hongming Zhang 0001 Beijing University of Posts and Telecommunications, School of Information and Communication Engineering, Beijing, China https://orcid.org/0000-0001-6133-693X Hongming Zhang 0003 Chinese Academy of Sciences, Center for Research on Intelligent System and Engineering, Beijing, China https://orcid.org/0000-0003-4905-6569 Hongming Zhang 0004 King Mongkut's University of Technology Thonburi, Bangkok, Thailand https://orcid.org/0000-0003-3379-4858 Hongming Zhang 0005 Guangxi University, College of Computer, Electronics and Information, Guangxi, China https://orcid.org/0000-0003-0976-1458 Hongming Zhang 0006 Chinese Academy of Sciences, Institute of Remote Sensing and Digital Earth, Beijing, China https://orcid.org/0000-0002-0455-5973 Hongming Zhang 0007 Central South University, Changsha, China https://orcid.org/0000-0002-7285-4158 https://www.wikidata.org/entity/Q130961226 Hongming Zhang 0008 Hangzhou Dianzi University, Hangzhou, China https://orcid.org/0009-0003-4798-561X Hongming Zhang 0009 Tencent AI Lab, Seattle, WA, USA The Hong Kong University of Science and Technology, Kowloon, Hongkong, China https://orcid.org/0000-0001-8172-6484 Hongming Zhang 0010 Tsinghua University, Beijing National Research Center for Information Science and Technology, Beijing, China Tsinghua University in Shenzhen, Key Laboratory of Digital TV System of Guangdong Province and Shenzhen City, Shenzhen, China https://ieeexplore.ieee.org/author/37293139700 https://orcid.org/0000-0002-2457-8881 Hongming Zhang 0011 NEC Labs China, Beijing, China Harbin Institute of Technology, School of Computer Science and Technology, China https://www.scopus.com/authid/detail.uri?authorId=57192483071 Hongming Zhang 0012 University of Alberta, Department of Computing Science, Canada https://scholar.google.com/citations?user=mwbsY3AAAAAJ https://openreview.net/profile?id=~Hongming_Zhang3 https://github.com/initial-h https://www.semanticscholar.org/author/Hongming-Zhang/2267505899

Huanyu Yang Hongming Zhang 0002 Yuwei Sun Lu Du Weilin Xu Jincheng Ni Qiankun Chen Chunmei Wang Qinke Yang Haijing Shi Watershed boundary extraction from digital elevation models using RBM-SegNet. 106805 2026 196 Environ. Model. Softw. https://doi.org/10.1016/j.envsoft.2025.106805 db/journals/envsoft/envsoft196.html#YangZSDXNCWYS26 streams/journals/envsoft

Jincheng Ni Hongming Zhang 0002 Lu Du Huanyu Yang Weilin Xu Chunmei Wang Rongjie Song Huan Chen Qinke Yang Haijing Shi Shanna Zhu A deep learning-based terrain feature-aware downscaling model for improved DEM and its derived topographic factor for soil erosion model. 2026 106913 199 Environ. Model. Softw. https://doi.org/10.1016/j.envsoft.2026.106913 db/journals/envsoft/envsoft199.html#NiZDYXWSCYSZ26 streams/journals/envsoft

Xiangsen Liu Jinchang Ren Hongming Zhang 0002 Erlei Zhang GCMNet: A global context Mamba network for long-term time series forecasting. 2026 113287 177 Pattern Recognit. https://doi.org/10.1016/j.patcog.2026.113287 db/journals/pr/pr177.html#LiuRZZ26 streams/journals/pr

Mengqiao Han Liyuan Pan Xiabi Liu Hongming Zhang 0002 Oligodendrocyte-Driven Spiking Neural Model. 21576-21584 2026 AAAI https://doi.org/10.1609/aaai.v40i26.39306 conf/aaai/2026 db/conf/aaai/aaai2026.html#HanPLZ26

Zixia Hou Qi Zhang Bin Zhang Hongming Zhang 0002 Lyuwen Huang Meili Wang 0001 CattlePartNet: An identification approach for key region of body size and its application on body measurement of beef cattle. 110013 2025 232 Comput. Electron. Agric. https://doi.org/10.1016/j.compag.2025.110013 db/journals/cea/cea232.html#HouZZZHW25 streams/journals/cea

Yamin Han Jie Wu Qi Zhang Xilong Feng Yang Xu Taoping Zhang Bowen Wang Hongming Zhang 0002 ASGP-IDet: Temporal behaviour localisation of beef cattle in untrimmed surveillance videos. 110059 2025 232 Comput. Electron. Agric. https://doi.org/10.1016/j.compag.2025.110059 db/journals/cea/cea232.html#HanWZFXZWZ25 streams/journals/cea

Chunquan Liang Luyue Wang Xinyuan Feng Yuying Cheng Mei Li Shirui Pan Hongming Zhang 0002 Graph positive-unlabeled learning via Bootstrapping Label Disambiguation. 107630 2025 190 Neural Networks https://doi.org/10.1016/j.neunet.2025.107630 db/journals/nn/nn190.html#LiangWFCLPZ25 streams/journals/nn

Tao Wang 0113 Tiecheng Bai Chao Xu 0007 Erlei Zhang Bin Liu 0023 Xining Zhao Hongming Zhang 0002 MDS-Net: An Image-Text Enhanced Multimodal Dual-Branch Siamese Network for Remote Sensing Change Detection. 12421-12438 2025 18 IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. https://doi.org/10.1109/JSTARS.2025.3567508 db/journals/staeors/staeors18.html#WangBXZLZZ25 streams/journals/staeors

Yamin Han Mingyu Cai Jie Wu Zhixuan Bai Tao Zhuo Hongming Zhang 0002 Yanning Zhang 0001 Visual Object Tracking With Multi-Frame Distractor Suppression. 2556-2569 2025 March 35 IEEE Trans. Circuits Syst. Video Technol. 3 https://doi.org/10.1109/TCSVT.2024.3489797 db/journals/tcsv/tcsv35.html#HanCWBZZZ25 streams/journals/tcsv

Danyang Wu Penglei Wang Jitao Lu Zhanxuan Hu Hongming Zhang 0002 Feiping Nie 0001 Triangle Topology Enhancement for Multi-View Graph Clustering. 4338-4348 2025 July 37 IEEE Trans. Knowl. Data Eng. 7 https://doi.org/10.1109/TKDE.2025.3566387 db/journals/tkde/tkde37.html#WuWLHZN25 streams/journals/tkde

Pengpeng Sun Hanchen Wang 0009 Yelan Xing Bingze Chen Xinrong Kou Hongming Zhang 0002 Pujing Zhang Energy-Efficient Scheduling for Cattle Collars An Optimized Approach Based on Analytic Hierarchy Process and Preemption Threshold. 328-333 2025 ACM Great Lakes Symposium on VLSI https://doi.org/10.1145/3716368.3735249 conf/glvlsi/2025 db/conf/glvlsi/glvlsi2025.html#SunWXCKZZ25 He Zong Erlei Zhang Xinyu Li 0013 Hongming Zhang 0002 Jinchang Ren MDDNet: Multilevel Difference-Enhanced Denoise Network for Unsupervised Change Detection in SAR Images. 1-5 2025 ICASSP https://doi.org/10.1109/ICASSP49660.2025.10887943 conf/icassp/2025 db/conf/icassp/icassp2025.html#ZongZ00R25 Xiang Yexi Yan Jing Lyuwen Huang Hongming Zhang 0002 Multi-view beef cattle body surface reconstruction by integrating Super4PCS-ICP with improved B-splines. 1-7 2025 INDIN https://doi.org/10.1109/INDIN64977.2025.11279669 conf/indin/2025 db/conf/indin/indin2025.html#YexiJHZ25 streams/conf/indin

Tao Wang 0113 Tiecheng Bai Chao Xu 0007 Bin Liu 0023 Erlei Zhang Jiyun Huang Hongming Zhang 0002 AtrousMamaba: An Atrous-Window Scanning Visual State Space Model for Remote Sensing Change Detection. 2025 July abs/2507.16172 CoRR https://doi.org/10.48550/arXiv.2507.16172 db/journals/corr/corr2507.html#abs-2507-16172 streams/journals/corr

Xiaolin Nie Quanli Zhang Yixin Qiao Zijun Qi Lilin Zhang Dangdang Niu Hongming Zhang 0002 A greedy randomized adaptive search procedure (GRASP) for minimum 2-fold connected dominating set problem. 112122 2024 165 Appl. Soft Comput. https://doi.org/10.1016/j.asoc.2024.112122 db/journals/asc/asc165.html#NieZQQZNZ24 streams/journals/asc

Pan Gao 0003 Miao Lu Jinghua Xu Hongming Zhang 0002 Yanfeng Li Jin Hu 0007 IPECM Platform: An open-source software for greenhouse environment regulation using machine learning and optimization algorithm. 108564 2024 217 Comput. Electron. Agric. https://doi.org/10.1016/j.compag.2023.108564 db/journals/cea/cea217.html#GaoLXZLH24

Chunquan Liang Yi Tian Dongmin Zhao Mei Li Shirui Pan Hongming Zhang 0002 Jicheng Wei Bootstrap Latent Prototypes for graph positive-unlabeled learning. 102553 2024 112 Inf. Fusion https://doi.org/10.1016/j.inffus.2024.102553 db/journals/inffus/inffus112.html#LiangTZLPZW24 streams/journals/inffus

He Zong Erlei Zhang Xinyu Li 0013 Hongming Zhang 0002 Multiscale Self-Supervised SAR Image Change Detection Based on Wavelet Transform. 1-5 2024 21 IEEE Geosci. Remote. Sens. Lett. https://doi.org/10.1109/LGRS.2024.3370548 db/journals/lgrs/lgrs21.html#ZongZLZ24

Tao Wang 0113 Chao Xu 0007 Bin Liu 0023 Guang Yang 0033 Erlei Zhang Dangdang Niu Hongming Zhang 0002 MCAT-UNet: Convolutional and Cross-Shaped Window Attention Enhanced UNet for Efficient High-Resolution Remote Sensing Image Segmentation. 9745-9758 2024 17 IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. https://doi.org/10.1109/JSTARS.2024.3397488 db/journals/staeors/staeors17.html#WangXLYZNZ24

Hongming Zhang 0002 Guang Yang 0033 Zhengjie Gao Yinwei Shen Hengao Tang Tao Wang 0113 Yamin Han HANet: Hierarchical Attention Network for Remote Sensing Images Semantic Segmentation. 386-400 2024 PRCV (13) https://doi.org/10.1007/978-981-97-8493-6_27 conf/prcv/2024-13 db/conf/prcv/prcv2024-13.html#ZhangYGSTWH24 streams/conf/prcv Pengpeng Sun Bohan Shao Wenliang Wu Hongming Zhang 0002 Evaluating Importance of Nodes in Interdependent Networks. 488-499 2024 QRS Companion https://doi.org/10.1109/QRS-C63300.2024.00068 conf/qrs/2024c db/conf/qrs/qrs2024c.html#SunSWZ24 Chunquan Liang Yifan Wang Qiankun Chen Xinyuan Feng Luyue Wang Mei Li Hongming Zhang 0002 Bootstrap Deep Metric for Seed Expansion in Attributed Networks. 2024 SIGIR https://doi.org/10.1145/3626772.3657687 conf/sigir/2024 db/conf/sigir/sigir2024.html#LiangWCFWLZ24 1629-1638 Yueyu Ti Hongguang Sun Jingkai Hou Hongming Zhang 0002 Shuqin Li Spatiotemporal Modeling of Cellular-Connected UAV Networks with NOMA scheme. 406-412 2024 WCSP https://doi.org/10.1109/WCSP62071.2024.10826820 conf/wcsp/2024 db/conf/wcsp/wcsp2024.html#TiSH0L24

Hao Wu 0062 Biting Liang Zhongli Chen Hongming Zhang 0002 MultiSimNeNc: A network representation learning-based module identification method by network embedding and clustering. 106703 2023 April 156 Comput. Biol. Medicine https://doi.org/10.1016/j.compbiomed.2023.106703 db/journals/cbm/cbm156.html#WuLCZ23

Dangdang Niu Xiaolin Nie Lilin Zhang Hongming Zhang 0002 Minghao Yin A greedy randomized adaptive search procedure (GRASP) for minimum weakly connected dominating set problem. 119338 2023 April 215 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2022.119338 db/journals/eswa/eswa215.html#NiuNZZY23

Zihan Liu Hongming Zhang 0002 Liang Dong Zhitong Sun Shufang Wu Biao Zhang Linlin Yuan Zhenfei Wang Qimeng Jia An Optimised Region-Growing Algorithm for Extraction of the Loess Shoulder-Line from DEMs. 140 2023 12 ISPRS Int. J. Geo Inf. 4 https://doi.org/10.3390/ijgi12040140 db/journals/ijgi/ijgi12.html#LiuZDSWZYWJ23

Zhiming Lv Shuqin Li Hongguang Sun Hongming Zhang 0002 A multimodal multi-objective evolutionary algorithm with two-stage dual-indicator selection strategy. 101319 2023 October 82 Swarm Evol. Comput. https://doi.org/10.1016/j.swevo.2023.101319 db/journals/swevo/swevo82.html#LvLSZ23

Zhiming Lv Shuqin Li Hongguang Sun Hongming Zhang 0002 Multi-Surrogate Assisted PSO with Multiple Exemplars for Expensive Multimodal Multi-Objective Optimization. 387-390 2023 GECCO Companion https://doi.org/10.1145/3583133.3590640 conf/gecco/2023c db/conf/gecco/gecco2023c.html#LvLSZ23 Jingkai Hou Hongguang Sun Chong Zhang Hongming Zhang 0002 Shuqin Li The SINR Meta Distributions in Cellular-Connected UAV Networks. 233-238 2023 WCSP https://doi.org/10.1109/WCSP58612.2023.10405042 conf/wcsp/2023 db/conf/wcsp/wcsp2023.html#HouSZZL23 Yanan Li Jingkai Hou Hongguang Sun Hongming Zhang 0002 Shuqin Li Age of Information in Uplink Cellular-Connected UAV Networks with Nakagami-m Fading Channels. 455-459 2023 WCSP https://doi.org/10.1109/WCSP58612.2023.10404658 conf/wcsp/2023 db/conf/wcsp/wcsp2023.html#LiHSZL23

Hao Wu 0062 Yingfu Wu Yuhong Jiang Bing Zhou Haoru Zhou Zhongli Chen Yi Xiong 0002 Quanzhong Liu Hongming Zhang 0002 scHiCStackL: a stacking ensemble learning-based method for single-cell Hi-C classification using cell embedding. 2022 23 Briefings Bioinform. 1 https://doi.org/10.1093/bib/bbab396 db/journals/bib/bib23.html#WuWJZZCXLZ22

Hao Wu 0062 Pengyu Zhang Zhaoheng Ai Leyi Wei Hongming Zhang 0002 Fan Yang 0068 Lizhen Cui StackTADB: a stacking-based ensemble learning model for predicting the boundaries of topologically associating domains (TADs) accurately in fruit flies. 2022 23 Briefings Bioinform. 2 https://doi.org/10.1093/bib/bbac023 https://www.wikidata.org/entity/Q113821165 db/journals/bib/bib23.html#WuZAWZYC22

Pengyu Zhang Yingfu Wu Haoru Zhou Bing Zhou Hongming Zhang 0002 Hao Wu 0062 CLNN-loop: a deep learning model to predict CTCF-mediated chromatin loops in the different cell lines and CTCF-binding sites (CBS) pair types. 4497-4504 2022 38 Bioinform. 19 https://doi.org/10.1093/bioinformatics/btac575 https://www.wikidata.org/entity/Q114093394 db/journals/bioinformatics/bioinformatics38.html#ZhangWZZZW22

Qilin Sun 0005 Ruirui Zhang 0001 Liping Chen Linhuan Zhang Hongming Zhang 0002 Chunjiang Zhao 0001 Semantic segmentation and path planning for orchards based on UAV images. 107222 2022 200 Comput. Electron. Agric. https://doi.org/10.1016/j.compag.2022.107222 db/journals/cea/cea200.html#SunZCZZZ22

Dangdang Niu Bin Liu 0023 Hongming Zhang 0002 Minghao Yin Improving local search for the weighted sum coloring problem using the branch-and-bound algorithm. 108703 2022 246 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2022.108703 db/journals/kbs/kbs246.html#NiuLZY22

Huan Chen Hongming Zhang 0002 Zhixi Feng Feature Learning and Change Feature Classification Based on Variational Auto-encoder for SAR Change Detection. 409-416 2022 ICIS https://doi.org/10.1007/978-3-031-14903-0_44 conf/icis2/2022 db/conf/icis2/icis2022.html#ChenZF22

Chenyu Ge Mengmeng Wang Hongming Zhang 0002 Huan Chen Hongguang Sun Yi Chang Qinke Yang A Low-Rank Group-Sparse Model for Eliminating Mixed Errors in Data for SRTM1. 1346 2021 13 Remote. Sens. 7 https://doi.org/10.3390/rs13071346 https://www.wikidata.org/entity/Q125610738 db/journals/remotesensing/remotesensing13.html#GeWZCSCY21

Meili Wang 0001 Liying Yang Tingting Li Shihui Guo Jincen Jiang Hongming Zhang 0002 Jian Chang 0001 3D sunken relief generation from a single image by feature line enhancement. 4989-5002 2019 78 Multim. Tools Appl. 4 https://doi.org/10.1007/s11042-018-5826-7 https://www.wikidata.org/entity/Q130095956 db/journals/mta/mta78.html#WangYLGJZC19

Meng Wang Jantiene E. M. Baartman Hongming Zhang 0002 Qinke Yang Shuqin Li Jiangtao Yang Cheng Cai Meili Wang 0001 Coen J. Ritsema Violette Geissen An integrated method for calculating DEM-based RUSLE LS. 579-590 2018 11 Earth Sci. Informatics 4 https://doi.org/10.1007/s12145-018-0349-3 https://www.wikidata.org/entity/Q129743547 db/journals/esi/esi11.html#WangBZYLYCWRG18

Hongming Zhang 0002 Qinke Yang Rui Li Qingrui Liu Demie Moore Peng He Coen J. Ritsema Violette Geissen Extension of a GIS procedure for calculating the RUSLE equation LS factor. 177-188 2013 52 Comput. Geosci. https://doi.org/10.1016/j.cageo.2012.09.027 db/journals/gandc/gandc52.html#ZhangYLLMHRG13

Chunmei Wang Qinke Yang Weiling Guo Hongyan Liu David L. B. Jupp Rui Li Hongming Zhang 0002 Influence of resolution on slope in areas with different topographic characteristics. 156-168 2012 41 Comput. Geosci. https://doi.org/10.1016/j.cageo.2011.10.028 db/journals/gandc/gandc41.html#WangYGLJLZ12

Zhaoheng Ai Jantiene E. M. Baartman Tiecheng Bai Zhixuan Bai Cheng Cai Mingyu Cai Jian Chang 0001 Yi Chang Bingze Chen Huan Chen Liping Chen Qiankun Chen Zhongli Chen Yuying Cheng Li-Zhen CuiLizhen Cui Liang Dong Lu Du Xilong Feng Xinyuan Feng Zhixi Feng Pan Gao 0003 Zhengjie Gao Chenyu Ge Violette Geissen Shihui Guo Weiling Guo Mengqiao Han Yamin Han Peng He Jingkai Hou Zixia Hou Jin Hu 0007 Zhanxuan Hu Jiyun Huang Lyuwen Huang Qimeng Jia Jincen Jiang Yuhong Jiang Yan Jing David L. B. Jupp Xinrong Kou Mei Li Rui Li Shuqin Li Tingting Li Xinyu Li 0013 Yanan Li Yanfeng Li Biting Liang Chunquan Liang Bin Liu 0023 Hongyan Liu Qingrui Liu Quanzhong Liu Xiabi Liu Xiangsen Liu Zihan Liu Jitao Lu Miao Lu Zhiming Lv Demie Moore Jincheng Ni Feiping Nie 0001 Xiaolin Nie Dangdang Niu Liyuan Pan Shirui Pan Zijun Qi Yixin Qiao Jinchang Ren Coen J. Ritsema Bohan Shao Yinwei Shen Haijing Shi Rongjie Song Hongguang Sun Pengpeng Sun Qilin Sun 0005 Yuwei Sun Zhitong Sun Hengao Tang Yueyu Ti Yi Tian Bowen Wang Chunmei Wang Hanchen Wang 0009 Luyue Wang Meili Wang 0001 Meng Wang Mengmeng Wang Penglei Wang Tao Wang 0113 Yifan Wang Zhenfei Wang Jicheng Wei Leyi Wei Danyang Wu Hao Wu 0062 Jie Wu Shufang Wu Wenliang Wu Yingfu Wu Yelan Xing Yi Xiong 0002 Chao Xu 0007 Jinghua Xu Weilin Xu Yang Xu Fan Yang 0068 Guang Yang 0033 Huanyu Yang Jiangtao Yang Liying Yang Qinke Yang Xiang Yexi Minghao Yin Linlin Yuan Biao Zhang Bin Zhang Chong Zhang Erlei Zhang Lilin Zhang Linhuan Zhang Pengyu Zhang Pujing Zhang Qi Zhang Quanli Zhang Ruirui Zhang 0001 Taoping Zhang Yanning Zhang 0001 Chunjiang Zhao 0001 Dongmin Zhao Xining Zhao Bing Zhou Haoru Zhou Shanna Zhu Tao Zhuo He Zong