我目前在兰州理工大学计算机与人工智能学院任教👨‍🎓。 我的研究兴趣主要包括📈📊📉: ✔️ 小样本语义分割 (Few-shot Semantic Segmentation (FSS)) 小样本学习 (Few-shot Learning) 语义分割 (Semantic Segmentation) 、医学图像分析(Medical Image Analysis) 🔜 深度学习中的可解释性 (Interpretability in Deep Learning)

📧 [E-mail] 🎓 [ResearchGate] 📥 [GitHub] 🆔 [ORCID]

教育以及工作经历

• 2026.07 ~ : 兰州理工大学, 计算机与人工智能学院，硕士研究生导师

• 2025.07 ~ : 兰州理工大学, 计算机与人工智能学院，副教授（校聘），博士后

• 2021.09 ~ 2025.06: 兰州大学, 信息科学与工程学院，博士

• 2020.7 ~ 2021.7: 中国电子科技集团第30所

• 2017.09 ~ 2020.07: 兰州理工大学, 计算机与通信学院, 硕士

• 2013.09 ~ 2017.07: 兰州理工大学, 计算机与通信学院, 学士

学术论文

2026

• 医学知识图谱构建与推理方法研究进展
  赖鸿皓, 刘嘉艺, 杨美程, 王宇彤, 叶紫莹, 常兆斌, 葛龙
  兰州大学学报(医学版), 2026.
  

• 基于深度学习的前路坐骨神经超声图像分割
  贾尚超, 常兆斌, 陈青峰, 赵大成, 徐大赓, 黄生辉
  兰州大学学报(医学版), 2026.
  

2025

• APENet: Task-Aware Adaptation Prototype Evolution Network for Few-shot Semantic Segmentation
  Zhaobin Chang, Xiong Gao, Dongliang Chang, Yande Li, and Yonggang Lu
  Expert Systems With Applications (ESWA), 2025.
  [CCF C类期刊, SCI 1区, IF=7.5]

• MIP-CLIP: Multimodal Independent Prompt CLIP for Action Recognition
  Xiong Gao, Zhaobin Chang, Dongyi Kong, Huiyu Zhou, and Yonggang Lu
  IEEE Transactions on Multimedia (TMM), 2025.
  [CCF B类期刊, SCI 1区, IF=9.7]

• Heterogeneous Feature Knowledge Distillation based on Enhanced Feature Projector Correlation
  Hong Zhao, Kangping Chen, Qiaoying Jin, Dailin Huang, and Zhaobin Chang（通信作者）
  Neural Networks, 2025.
  [CCF B类期刊, SCI 2区, IF=6.3]

• MDPENet: Multimodal-Driven Prototype Evolving Network for Few-Shot Semantic Segmentation
  Xueqian Ding, Zhaobin Chang（通信作者）, Qingfeng Chen, Guodong Che, and Zi Yang
  PeerJ Computer Science, 2025.
  [SCI 4区, IF=2.5]

• Machine learning driven multiomics analysis identifies disulfidptosis associated molecular subtypes in ovarian cancer
  Qiaoying Jin, Zhaobin Chang, Kangping Chen, Jinyi Liu, Luxi Yang, Yali Liu, and Yonggang Lu
  Scientific Reports, 2025.
  [SCI 3区, IF=3.9]

• Deep learning and multi-omics reveal programmed cell death-associated diagnostic signatures and prognostic biomarkers in gastric cancer
  Qiaoying Jin, Zhaobin Chang, Kangping Chen, Na Jiang, Guoxiu Chen, and Yonggang Lu
  Frontiers in Immunology, 2025.
  [SCI 2区, IF=5.9]

• Interactive Adaptation Prototypes for Few-shot Medical Image semantic Segmentation
  Hong Zhao, Qingfeng Chen, Qiaoying Jin, Chenglin Yu, and Zhaobin Chang（通信作者）
  IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2025.
  [CCF B类会议]

2024

• DRNet: Disentanglement and Recombination Network for Few-Shot Semantic Segmentation
  Zhaobin Chang, Xiong Gao, Na Li, Huiyu Zhou, and Yonggang Lu
  IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2024.
  [CCF B类期刊, SCI 1区, IF=11.1]

• Multi-prototype collaborative perception enhancement network for few-shot semantic segmentation
  Zhaobin Chang, Xiong Gao, Dongyi Kong, Na Li, and Yonggang Lu
  Visual Computer, 2024.
  [SCI 3区, IF=2.9]

• CANet: Comprehensive Attention Network for video-based action recognition
  Xiong Gao, Zhaobin Chang, Xingcheng Ran, and Yonggang Lu
  Knowledge-Based Systems, 2024.
  [CCF C类期刊，SCI 1区, IF=7.6]

• Collaborative multi-knowledge distillation under the influence of softmax regression representation
  Hong Zhao, Kangping Chen, Zhaobin Chang, and Dailin Huang
  Multimedia Systems, 2024.
  [SCI 4区, IF=3.1]

• Prediction of Protein-Peptide Binding Residues via Pre-Trained Protein Language Model and Progressive Contrastive Representation Learning
  Jianwei Li, Yonggang Lu, Xiangwen Wang, and Zhaobin Chang
  2024 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2024.
  [CCF B类会议]

• High frequency domain enhancement and channel attention module for multi-view stereo
  Yongjuan Yang, Jie Cao, Hong Zhao, Zhaobin Chang, and Weijie Wang
  Computers & Electrical Engineering, 2024.
  [SCI 3区, IF=4.9]

• Diff-KT: Text-Driven Image Editing by Knowledge Enhancement and Mask Transformer
  Hong Zhao, Wengai Li, Zhaobin Chang, and Ce Yang
  IEEE Access, 2024.
  [SCI 4区, IF=3.6]

• Self-Consistent Semantic Feature Extraction of Image Object Based on Contrastive Learning
  Shanyuan Liu, Zhaobin Chang, and Yonggang Lu
  2024 7th International Conference on Algorithms, Computing and Artificial Intelligence(ACAI), 2024.
  [EI 会议]

• PSA-HWT: Handwritten Font Generation Based on Pyramid Squeeze Attention
  Hong Zhao, Jinhai Huang, Wengai Li, Zhaobin Chang, and Weijie Wang
  PeerJ Computer Science, 2024.
  [SCI 4区, IF=2.5]

2023

• Simple yet effective joint guidance learning for few-shot semantic segmentation
  Zhaobin Chang, Yonggang Lu, Xiong Gao, Xingcheng Ran, and Hong Zhao
  Applied Intelligence, 2023.
  [SCI 3区期刊, IF=3.5]

• Few-Shot Semantic Segmentation: A Review on Recent Approaches
  Zhaobin Chang, Yonggang Lu, Xingcheng Ran, Xiong Gao, and Xiangwen Wang
  Neural Computing and Applications, 2023.
  [SCI 3区期刊, IF=4.5]

• Fine-gained Motion Enhancement for action recognition: Focusing on action-related regions
  Xiong Gao, Zhaobin Chang, Yande Li, Xingcheng Ran, Wei Ke, and Yonggang Lu
  Displays, 2023.
  [SCI 2区期刊, IF=3.4]

2022

• MGNet: Mutual-guidance network for few-shot semantic segmentation
  Zhaobin Chang, Yonggang Lu, Xiangwen Wang, and Xingcheng Ran
  Engineering Applications of Artificial Intelligence (EAAI), 2022.
  [CCF C类期刊, SCI 1区, IF=8.0]

2019

• Malicious Domain Names Detection Algorithm Based on N‐Gram
  Hong Zhao, Zhaobin Chang
  Journal of Computer Networks and Communications, 2019.
  [SCI 4区, IF=1.8]

荣誉奖励

• 入选2024年度 (首批) "中国科协青年人才托举工程"博士生专项计划 [托举学会为: 中国计算机学会] (2025.01)

• 硕士研究生国家奖学金 (2019.12)

• 兰州理工大学优秀学位论文（证书编号：YS2020007） (2020.07.15)

• 甘肃省优秀硕士学位论文（证书编号：YS2020052） (2021.03.18)

• 《电讯技术》十佳联络员 (2023-2024，2024-2025年度)

发明专利

• 一种基于特征分离与重组的小样本图像语义分割方法
  发明人：常兆斌, 路永钢
  国家发明专利, 已授权，202310858480.4

• 一种基于层间自蒸馏解耦的小样本语义分割方法
  发明人：常兆斌, 李亚锋, 武继杰, 杨世丞, 李晓旭
  国家发明专利, 申请号：CN202511503443.7

• 一种基于自支持与对比解纠缠的小样本语义分割方法
  发明人：常兆斌, 李亚锋, 安文娟, 牟铭, 李晓旭
  国家发明专利, 申请号：CN202510241452.7

• 一种小样本肠道息肉图像语义分割方法
  发明人：金侨英, 常兆斌
  国家发明专利, 申请号：CN202510241452.7

课题项目

• 基于小样本的深度学习图像语义分割研究 (No. 23JRRA1133), 2023.07-2024.06
  主持; 经费:4.00万元
  项目来源：甘肃省自然科学基金项目（优博项目）
  

• 中国科协青年人才托举工程博士生专项计划学术经费, 2025.01-2026.12
  主持; 经费:4.00万元
  项目来源：中国科协
  

• 事先可解释性深度学习技术在临床诊断中的应用研究 (No. KPZX-010533), 2025.10-2026.10
  主持; 经费:8.00万元
  项目来源：甘肃海智计划项目
  

• 面向城市复杂街景的可解释性语义分割关键技术研究 (No. LUTXKJC-26024), 2026.4-2027.12
  主持; 经费:10.00万元
  项目来源：兰州理工大学青年教师学科交叉研究培育项目
  

• 大模型背景下特征解纠缠和特征对齐在基于小样本的计算机视觉任务中的研究与示范 (No. 24JRRA388), 2024.08-2027.07
  课题骨干; 经费:60.00万元
  项目来源：甘肃省基础研究创新群体项目
  

• 人工智能技术及其在智慧交通中的应用研究 (No. GSHZTS2022-2), 2022.12-2024.11
  课题骨干; 经费:25.00万元
  项目来源：甘肃海智计划项目
  

学术服务

中国计算机学会科普工委委员；甘肃省人工智能学会会员

期刊审稿

• IEEE Transactions on Pattern Analysis and Machine Intelligence

• IEEE Transactions on Neural Networks and Learning Systems

• IEEE Transactions on Image Processing

• IEEE Transactions on Circuits and Systems for Video Technology

• IEEE Transactions on Multimedia

• IEEE Transactions on Medical Imaging

• IEEE Transactions on Industrial Informatics

• IEEE Transactions on Geoscience and Remote Sensing

• IEEE Transactions on Artificial Intelligence

• IEEE Transactions on Radiation and Plasma Medical Sciences

• Engineering Applications of Artificial Intelligence

• Neural Networks

• ACM Transactions on Multimedia Computing, Communications, and Applications

• Neurocomputing

• Applied Intelligence

• The Journal of Supercomputing

• Scientific Reports

• Journal of Computer Networks and Communications

• Neural Computing and Applications

网站访问统计 (自2025年2月起)