一、基本信息
职称：教授
最高学位：博士
主要研究方向：1.机器学习与绿色计算2.低功耗智能 3.智能计算交叉领域应用（AI4S）
导师类别（专硕、学硕、博导）：专硕、学硕、博导
工作单位：武汉理工大学
邮箱：yuanjingling@126.com
二、教育及工作经历
1994.9-1998.6 武汉理工大学（武汉工业大学） 计算机技术学士
1998.9-2001.6 武汉理工大学 计算机科学与技术硕士
2001.9-2004.6 武汉理工大学 结构工程（人工智能方向）博士
2004.6-2013.9 武汉理工大学计算机科学与技术学院 副教授、硕导
2008.6-2009.6 美国佛罗里达大学 访问学者
2013.9-2014.4 计算机科学与技术学院 教授
2014.5-2024.7 计算机科学与技术学院/计算机与人工智能学院 教授、博导/副院长
2018.6-2018.12 英国布里斯托大学 高级访问学者
2024.7-至今 计算机与人工智能学院 教授、博导/省重点实验室主任
三、奖励情况
获得湖北省自然科学二等奖，湖北省科技进步奖二等奖、三等奖，中国产学研合作促 进会科技创新成果奖，湖北省教学成果一等奖2项，湖北省教学成果二等奖1项，武汉理工大学优秀研究生指导教师，武汉理工大学师德标兵，武汉理工大学青年教师讲课比赛一等奖，教学优秀奖等
四、近期主持的科研项目
1.国家自然科学基金面上项目，面向交通视频分析的低功耗异构边缘计算研究，2025-2028，主持
2.武汉东湖高新区“揭榜挂帅”项目，多模态新闻内容的智能抽取及个性化推荐，2024-2026，主持
3.湖北省高质量发展项目，基于AI的数字信息基础设施低碳关键是技术研究与应用，2023-2025，子项负责
4.重点实验室项目，基于上市公司科技数据的区域产业创新能力评价研究，2021-2023，主持
5.国家自然科学重大仪器专项，高分辦无损伤跨尺度电化学原位测试系统研制，2022-2026，参与
五、近期代表性学术成果
[1] Yujia Tong,Yuze Wang,Jingling Yuan*,Chuang Hu. Robust Machine Unlearning for Quantized Neural Networks via Adaptive Gradient Reweighting with Similar Labels [C].ICCV, 2025. (CCF A)
[2]Peiliang Zhang, Jingling Yuan*, Chao Che, Yongjun Zhu, Lin Li. Subgraph Information Bottleneck with Causal Dependency for Stable Molecular Relational Learning[C]. Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI), 2025.(CCF A)
[3]Suxin Tong, Jingling Yuan*. Efficiently Enhancing Long-term Series Forecasting via Ultra-long Lookback Windows[C]. AAAI, 2025. (CCF A)
[4] Xin Zhang, Peiliang Zhang, Jingling Yuan*, Lin Li. Zero-Shot Learning for Materials Science Texts: Leveraging Duck Typing Principles[C]. AAAI, 2025. (CCF A)
[5] Yi Lei, Huilin Zhu, Jingling Yuan, et al. DenseTrack: Drone-based Crowd Tracking via Density-aware Motion-appearance Synergy[C]. ACM MM, 2024. (CCF A)
[6] Huilin Zhu, Jingling Yuan, Zhengwei Yang, et al. Zero-shot Object Counting with Good Exemplars[C]. ECCV, 2024. (CCF B)
[7] Peiliang Zhang, Jingling Yuan*, Lin Li, et al. Key Substructure Learning with Chemical Intuition for Material Property Prediction[C]. DASFAA, 2024. (CCF B)
[8] Huilin Zhu, Jingling Yuan, Xian Zhong, et al. DAOT: Domain-Agnostically Aligned Optimal Transport for Domain-Adaptive Crowd Counting[C]. ACM MM, 2023. (CCF A)
[9] Xin Zhang, Jingling Yuan*, Lin Li, et al. Reducing the Bias of Visual Objects in Multimodal Named Entity Recognition[C]. WSDM, 2023. (CCF B)
[10] Huilin Zhu, Jingling Yuan, Zhengwei Yang, et al. Fine-Grained Fragment Diffusion for Cross Domain Crowd Counting[C]. ACM MM, 2022. (CCF A)
[11] Jiansheng Dong, Jingling Yuan*, Lin Li, et al. A Lightweight High-Resolution Representation Backbone for Real-Time Keypoint-Based Object Detection[C]. ICME, 2020. (CCF B)
[12] Jiansheng Dong, Jingling Yuan*, Lin Li, et al. Optimizing Queries over Video via Lightweight Keypoint-based Object Detection[C]. ICMR, 2020. (CCF B)
[13] Yang He, Jingling Yuan*, Lin Li. Enhancing RNN Based OCR by Transductive Transfer Learning from Text to Images[C]. AAAI, 2018. (CCF A)
[14] Mincheng Chen, Jingling Yuan*, Lin Li, et al. A Fast Heuristic Attribute Reduction Algorithm Using Spark[C]. ICDCS, 2017. (CCF B)
[15] Yang Yu, Jingling Yuan*, Liang Liao, et al. Ensemble Cross UNet Transformers for Augmentation of Atomic Electron Tomography[J]. IEEE Transactions on Instrumentation and Measurement, 2024.
[16] Jingling Yuan*, Yao Xiang, Yuhui Deng, et al. UPOA: A User Preference Based Latency and Energy Aware Intelligent Offloading Approach for Cloud-edge Systems[J]. IEEE Transactions on Cloud Computing, 2023.
[17] Huilin Zhu, Jingling Yuan*, Xian Zhong*, et al. Find Gold in Sand: Fine-Grained Similarity Mining for Domain-Adaptive Crowd Counting[J]. IEEE Transactions on Multimedia, 2024.
[18] Jingling Yuan*, Hua Xiao, Zhishu Shen, et al. ELECT: Energy-efficient Intelligent Edge-cloud Collaboration for Remote IoT Services[J]. Future Generation Computer Systems, 2023.
[19] Jingling Yuan*, Nana Wang, Siqi Cai, et al. AMLFN-AD: Adaptive multi-level integrated fusion attack detection framework for intelligent building systems[J]. Computer Networks, 2023.
[20] Suxin Tong, Jingling Yuan*, Peiliang Zhang, et al. Legal judgment prediction via graph boosting with constraints[J]. Information Processing & Management, 2024.
[21] Peiliang Zhang, Chao Che, Bo Jin, Jingling Yuan*, et al. NCH-DDA: Neighborhood Contrastive Learning Heterogeneous Network for Drug-Disease Association Prediction[J]. Expert Systems with Applications, 2023.
[22] Jingling Yuan*, Mincheng Chen, Tao Jiang, et al. Complete tolerance relation based parallel filling for incomplete energy big data[J]. Knowledge-Based Systems, 2017.
[23] Mincheng Chen, Jingling Yuan*, Lin Li, et al. Heuristic attribute reduction and resource-saving algorithm for energy data of data centers[J]. Knowledge and Information Systems, 2019.
[24] Deming Sheng, Jingling Yuan*, Qing Xie, et al. ACMF: An Attention Collaborative Extended Matrix Factorization Based Model for MOOC course service via a heterogeneous view[J]. Future Generation Computer Systems, 2022.
[25] Jingling Yuan*, Nana Wang, Siqi Cai, et al. A Lightweight Crack Detection Model Based on Multibranch Ghost Module in Complex Scenes[J]. IEEE Sensors Journal, 2023.
[26] 袁景凌*,钟珞,杨光,等.绿色数据中心不完备能耗大数据填补及分类算法研究[J].计算机学报, 2015.
[27] 杜承垚,袁景凌*,陈旻骋,等. GPU加速与L-ORB特征提取的全景视频实时拼接[J].计算机研究与发展, 2017.
[28] 袁景凌*,陈旻骋,江涛,等.异构云环境下AHP定权的多目标强化学习作业调度方法[J].控制与决策, 2022.
[29] 张鑫,袁景凌*,李琳,等.基于去偏对比学习的多模态命名实体识别[J].中文信息学报, 2023.
[30]赵启轩,袁景凌*,张鑫,俞洋,李琳.时频域差分熵增强的多线图稳定聚类[J].控制与决策,2025
发明专利：
[1] 一种基于弹性尺度聚合的用户资源动态分配方法, ZL2020112107503
[2] 一种基于多进程数据流的海量虚实数据比对方法, ZL202011051147.5.
[3] 一种基于幻影卷积的轻量级工程结构裂缝识别方法及系统, ZL202210084371.7. (已转化)
[4] 基于增强自编码的电子衍射晶体结构加速重建方法及系统, ZL202210195074.X.
[5] 一种多能源供给边缘系统的最优碳排计算卸载方法及系统, ZL202210654463.4.
[6] 一种基于元搜索的仿生控制方法, ZL202110108570.2.
[7] 一种基于点云预处理和ShuffleNet的移动端三维位姿估计方法, ZL 202110634620.0.
[8] 一种云边协同的双利益均衡禁忌强化学习资源分配方法, ZL202111209997.8.
[9] 一种基于形变特征快速提取的并行损伤识别方法及系统, ZL202110379151.2.
[10] 一种基于离散弱相关的云平台决策森林分类方法, ZL 201510133866.4. (已转化)
[11] 一种基于完备相容类的云平台不完备大数据填补方法, ZL 201510051653.7. (已转化)
[12] 水泵组多级液位三维均衡负载控制系统及其控制方法, ZL 2014 1 0292441.3. (已转化)
[13]细粒度结合特征相似度检索的跨域人群计数方法及系统:ZL202210555319.
[14]一种中草药-基因关联关系预测方法、系统及存储介质, ZL202510662375.2.
[15]一种频率解耦的多天气场景裂缝识别方法及系统, ZL202510586720.9
[16]一种跨空间协同学习轻量级海岸堤坝裂缝分割方法:ZL202510007771.1
[17]一种短时紧凑联级的轻量化结构裂隙分割方法:ZL202310661258.5