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个人简介

教育经历 博士 2006-2009 生体情报系统 日本富山大学 硕士 2002-2005 计算机科学与技术 山东大学 学士 1998-2002 计算机科学与技术 山东大学 工作经历 系统架构工程师 2005-2006 华为技术有限公司

研究领域

多媒体计算,深度学习,医疗图像分析,神经网络,演化计算,群智能,零样本学习,人工智能算法在多媒体领域的应用

近期论文

查看导师最新文章 (温馨提示:请注意重名现象,建议点开原文通过作者单位确认)

Gang Yang, Yunfeng Du, Yanni Wang, Donghong Li, Dayong Ding, Jingyuan Yang, Gangwei Cheng (2021): Depth Mapping Hybrid Deep Learning Method for Optic Disc and Cup Segmentation on Stereoscopic Ocular Fundus. In: International Conference on Artificial Neural Networks (ICANN) 2021 Jianfeng Dong, Xun Wang, Leimin Zhang, Chaoxi Xu, Gang Yang, Xirong Li#. Feature Re-Learning with Data Augmentation for Video Relevance Prediction.IEEE Transactions on Knowledge and Data Engineering(TKDE), 2021. Yu Tang, Gang Yang, Dayong Ding, Gangwei Cheng (2021): Multi-level Amplified Iterative Training of Semi-Supervision Deep Learning For Glaucoma Diagnosis. 2021 IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2021. Jie Wang; Kaibin Tian; Dayong Ding; Gang Yang; Xirong Li, Unsupervised Domain Expansion for Visual Categorization, In: ACM Transactions on Multimedia Computing Communications and Applications, 2021. Jinlu Liu, Zhaocheng Zhang, GangYang*: Cross-class generative network for zero-shot learning, Information Sciences, Volume 555, May 2021, Pages 147-163. Jianfeng Dong, Xirong Li, Chaoxi Xu, Xun Yang, Gang Yang, Xun Wang, Meng Wang. Dual Encoding for Video Retrieval by Text. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021. Fei Ding, Gang Yang*, Jun Wu, Dayong Ding, Jie Xv, Gangwei Cheng, Xirong Li (2019): High-order Attention Networks for Medical Image Segmentation. International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), 2020. Fei Ding, Gang Yang*, Dayong Ding, Gangwei Cheng, Retinal Nerve Fiber Layer Defect Detection With Position Guidance, MICCAI2020. Gang Yang#*, Fei Ding, Associative Memory Optimized Method on Deep Neural Networks For Image Classification, Information Sciences, 2020. Zhang Zhaocheng, Yang Gang*, Deep Representation of Hierarchical Semantic Attributes for Zero-shot Learning, IJCNN2020. Sun Yunzhe, Yang Gang*, Ding Dayong, Cheng Gangwei, Xu Jieping, Li Xirong, GAN-based Domain Adaptation Method for Glaucoma Diagnosis, IJCNN 2020. Jianfeng Dong, Xirong Li, Chaoxi Xu, Shouling Ji, Yuan He, Gang Yang, Xun Wang, Dual Dense Encoding for Zero-Example Video Retrieval, CVPR 2019. Gang Yang#*, Lei Zhang, Jieping Xu,A Generative Face Completion Method Based on Associative Memory, ICONIP 2019, pp 464-475 Gang Yang#, Jieping Xu*, Zero-Shot Transfer Learning Based on Visual and Textual Resemblance, ICONIP 2019,pp 353-362 Xirong Li,Chaoxi Xu,Gang Yang,Zhineng Chen,Jianfeng Dong: W2VV++: Fully Deep Learning for Ad-hoc Video Search. ACM MM 2019. Gang Yang#, Daopeng Wang, Jieping Xu*, A Hybrid Evolutionary Algorithm with Taboo and Competition Strategies for Minimum Vertex Cover Problem, ICONIP 2019, pp. 725-732 Wang Y, Yu Y, Gao S, et al. A hierarchical gravitational search algorithm with an effective gravitational constant[J]. Swarm and Evolutionary Computation, 2019. Li X, Xu C, Wang X, et al. COCO-CN for Cross-Lingual Image Tagging, Captioning and Retrieval[J]. IEEE Transactions on Multimedia, 2019. 杨刚,刘金露,李锡荣,许洁萍(2019): 一种基于视觉特征组合构造的零样本学习方法, In: 软件学报(增),1, 2019 Gang Yang, Jinlu Liu, Jieping Xu, Xirong Li. Dissimilarity Representation Learning for Generalized Zero-Shot Recognition. ACM MM, 2018. Jianfeng Dong, Xirong Li, Chaoxi Xu, Gang Yang, Xun Wang (2018): Feature Re-Learning with Data Augmentation for Content-based Video Recommendation. ACM Multimedia, 2018. Gang Yang, Jinlu Liu, Xirong Li. Imagination Based Sample Construction for Zero-Shot Learning. ACM SIGIR, 2018. Jinlu Liu, Xirong Li, Gang Yang*. Cross-class Sample Synthesis for Zero-shot Learning. BMVC,2018. Gang Yang#, Shaohui Wu, Qin Jin, Jieping Xu, A hybrid approach based on stochastic competitive Hopfield neural network and efficient genetic algorithm for frequency assignment problem. Appl. Soft Comput, 2016, 39: 104-116. Gang Yang#, Junyan Yi, Delayed chaotic neural network with annealing controlling for maximum clique problem, Neurocomputing, 2014, 127: 114–123. Gang Yang#, Nan Yang, Junyan Yi, Zheng Tang, An Improved Competitive Hopfield Network with Inhibitive Competitive Activation Mechanism for Maximum Clique Problem, Neurocomputing, 2014,130: 28-35. Gang Yang#, Junyan Yi, Dynamic characteristic of a multiple chaotic neural network and its application - Soft Computing, 2012, 10: 1432-7643. Gang Yang#, Junyan Yi, Zhiqiang Zhang, Zheng Tang, A TCNN filter algorithm to maximum clique problem, Neurocomputing, 2009,72(4-6): 1312-1318. Gang Yang#, Nan Yang, Junyan Yi. An Improved Elastic Net with Heuristic Cloning Strategy for Traveling Salesman Problem, ICIC Express Letters, 2010, 4:3995-4000. Xirong Li, Shuai Liao, Weiyu Lan, Xiaoyong Du, Gang Yang#, Zero-shot Image Tagging by Hierarchical Semantic Embedding. SIGIR 2015: 879-882. Gang Yang#, Jieping Xu, Xirong Li:
Music Positioning and Annotation For Television Videos. ICMR 2015: 651-654. Gang Yang#, Jieping Xu, Junyan Yi, He Zheng, Zheng Yuan, Xiaowei Liu:
Artificial Bee Group Colony Algorithm for Numerical Function Optimization. SMC 2015: 2914-2919. Gang Yang#, Xirong Li, Jieping Xu, Qin Jin:
Structure Perturbation Optimization for Hopfield-Type Neural Networks. ICANN 2014: 307-314. Gang Yang#, Shaohui Wu, Xirong Li, Jieping Xu, A Novel Hybrid SCH-ABC Approach for the Frequency Assignment Problem, The 20th International Conference on Neural Information Processing, Daegu, Korea, 2013.11.3-11.7, 2013. Gang Yang#, Gao Shangce, Yi Junyan, Unsupervised up-to-bottom hierarchical clustering elastic net algorithm for TSP. The 2012 International Joint Conference on Neural Networks, Brisbane, Australia, 2012.6.10-6.15. Yang Gang#, Yi Junyan, Yang Nan, Elastic net with stochastic noise strategy and time-dependent parameters for TSP, 7th International Conference on Natural Computation, Shanghai, China, 2011.7.26-7.28. Gang Yang#, Yi Junyan, Meng Xiaofeng, A Rebuilt Clone Elastic Net Algorithm for Traveling Salesman Problem, The 2010 International Joint Conference on Neural Networks, Barcelona, Spain, 2010.7.18-7.23. Junyan Yi, He Zheng, Gang Yang#:
Testing an evolutionary portfolio algorithm on the CEC2016 real-parameter single objective optimization. CEC, 2016: 4996-5001. He Zheng, Gang Yang#, Junyan Yi, Zheng Yuan, Xiaowei Liu, Meng Shuai:
Simplify the Basic Artificial Bee Colony Algorithm. SMC 2015: 2141-2146. Shaohui Wu, Gang Yang#, Jieping Xu and Xirong Li, SCH-EGA: An Efficient Hybrid Algorithm For the Frequency Assignment Problem, 14th Engineering Applications of Neural Networks conference, Halkidiki, Greece, 2013.9.13-9.16. Bin Liang, Miaoqiang Su, Wei You, Wenchang Shi, Gang Yang, Cracking Classifiers for Evasion: A Case Study on the Google‘s Phishing Pages Filter, WWW, 2016: 345-356. Junwei Liang, Qin Jin, Xixi He, Gang Yang, Jieping Xu, Xirong Li: Detecting semantic concepts in consumer videos using audio. ICASSP, 2015: 2279-2283. Qin Jin, Xirong Li, Haibing Cao, Yujia Huo, Shuai Liao, Gang Yang, Jieping Xu:RUCMM at MediaEval 2015 Affective Impact of Movies Task: Fusion of Audio and Visual Cues, MediaEval 2015. Qin Jin, Junwei Liang, Xixi He, Gang Yang, Jieping Xu, Xirong Li, Semantic Concept Annotation For User Generated Videos Using Soundtracks, ICMR 2015, 599-602.

学术兼职

Applied soft computing, Neurocomputing等国际期刊审稿人 软件学报、自动化学报等国内期刊审稿人 中国软件杯大赛评审委员

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