Academician of the Chinese Academy of Sciences.
Professor of Mathematics &Computer & Science, Xi'an Jiaotong University.
Co-director, Department of Mathematics and Theories, Pengcheng Laboratory (Shenzhen).
Director, National Center for Applied Mathematics (Shaanxi).
Director, Guangdong Artificial Intelligence and Digital Economy Laboratory (Guangzhou).
Chair Professor of Mathematics and Computer Science, Xi’an Jiaotong University.
Address: School of Mathematics & Statistics, Xi’an Jiaotong University, Xi’an, China
Zip code: 710049
Tel: 86 29 82668005
Email: zbxu@mail.xjtu.edu.cn
Secretary: Jijie Zhang
Mainly focuses on characterizing and modeling of sparse one-dimensional vectors, two-dimensional matrices, high-dimensional tensors and their related computation and real-word applications. The major research topics include: noncovex regularization theory, T-sparsity modeling, sparse SAR Imaging, low-rank decompositions with applications in information processing.
Deyu Meng(孟德宇)
Position: Group leader, Ph.D, Professor
Research Interests: Machine learning, Computer vision, Data mining, Multimedia analysis
Email: dymeng@mail.xjtu.edu.cn
Homepage: http://gr.xjtu.edu.cn/web/dymeng
Qian Zhao(赵谦)
Position: Associate Professor
Research Interests: Low-rank matrix/tensor analysis, Bayesian modeling, Meta learning, Deep learning
Email: timmy.zhaoqian@mail.xjtu.edu.cn
Homepage: http://gr.xjtu.edu.cn/web/timmy.zhaoqian
Xiangyong Cao(曹相湧)
Position: Associate Professor
Research Interests: Noise modeling, Bayesian method, Social network.
Email: caoxiangyong@mail.xjtu.edu.cn
Homepage: http://gr.xjtu.edu.cn/web/caoxiangyong
Qi Xie(谢琦)
Position: Associate Professor
Research Interests: Low-rank matrix, Factorization, Tensor sparsity.
Email: xie.qi@xjtu.edu.cn
Jun Shu(束俊)
Position: Ph.D candidate
Research Interests: Small sample learning, Machine learning.
Email: xjtushujun@gmail.com
Pang Zhiqiang(庞智强)
Position: MS candidate
Research Interests: Machine learning, Computer vision
Email: zhiqiangpang@stu.xjtu.edu.cn
Yuan Xiang (袁翔)
Position: MS candidate
Research Interests: Meta learning, Robust deep learning.
Email: relojeffrey@gmail.com
FuJiahong (符佳宏)
Position: Ph.D candidate
Research Interests: Machine learning, Image processing.
Email: jiahongfu@stu.xjtu.edu.cn
Mainly focuses on the mathematical analysis and modeling of visual principle; data mining techniques and their applications. The major research topics include: brain mechanisms and modeling of visual cognition; visual principle inspired data mining technology, computer vision and image processing.
Shusen Yang（杨树森）
Position: Group leader, Ph.D, Professor
Research Interests: Big data algorithms, Internet of things, Big data at the network edge
Email: shusenyang@mail.xjtu.edu.cn
Homepage: http://gr.xjtu.edu.cn/web/shusenyang
Peng Zhao（赵鹏）
Position: Associate Professor
Research Interests: Edge-Cloud Collaborative Intelligence，Distributed Big Data Analytics
Email: p.zhao@mail.xjtu.edu.cn
Xuebin Ren(任雪斌)
Position: Associate Professor
Research Interests: Big data privacy, Privacy computation, Federated learning/edge-cloud collaborative intelligence
Email: xuebinren@mail.xjtu.edu.cn
Yuqian Yang（杨煜乾）
Position: Ph.D. Candidate
Research Interests: AI driven Operations & Maintenance
Email: yuqian.yang@stu.xjtu.edu.cn
Luhui Wang（王路辉）
Position: Ph.D. Candidate
Research Interests: Edge-cloud Systems for Deep Learning Inference
Email: wangluhui@stu.xjtu.edu.cn
Yimeng Wang（王艺蒙）
Position: Ph.D. Candidate
Research Interests: Industrial intelligence, Edge-cloud intelligence
Email: wang.yimeng@stu.xjtu.edu.cn
Qing Han（韩青）
Position: Ph.D. Candidate
Research Interests: Federated learning, Edge computing, Privacy-preserving machine learning, Industrial intelligence
Email: qinghanq@stu.xjtu.edu.cn
Yanan Li（李亚男）
Position: Ph.D. Candidate
Research Interests: Federated learning
Email: gogll2@stu.xjtu.edu.cn
Zhanhua Zhang（张展华）
Position: Ph.D. Candidate
Research Interests: Edge Intelligence, Video Analytics
Email: dq2010zzh@stu.xjtu.edu.cn
Xinyue Sun（孙心悦）
Position: Ph.D. Candidate
Research Interests: Few-shot learning, Federated learning
Email: sunxy2018@stu.xjtu.edu.cn
Siyan Guo（郭思言）
Position: Ph.D. Candidate
Research Interests: Edge computing, Video analysis, Industrial intelligence
Email: guosiyan813@stu.xjtu.edu.cn
Fangyuan Zhao（赵方圆）
Position: Ph.D. Candidate
Research Interests: Federated learning and privacy-preserving computation
Shibo Wang（王世博）
Position: Ph.D. Candidate
Research Interests: Video analytics and transmission
Email: wshb20081996@stu.xjtu.edu.cn
Yijun Hao（郝怡君）
Position: Ph.D. Candidate
Research Interests: Wireless network optimizition
Email: yijunhao@stu.xjtu.edu.cn
Xin Song（宋昕）
Position: Ph.D. Candidate
Research Interests: Federated learning, Visual privacy
Email: 841004153@qq.com
Hanqiao Yu（余翰乔）
Position: Ph.D. Candidate
Research Interests: Cloud-edge artificial intelligence
Email: yuhanqiao@stu.xjtu.edu.cn
Zihao Zhou（周子昊）
Position: Ph.D. Candidate
Research Interests: Federated learning, asynchronous learning, blockchain.
Hairong Su（苏海荣）
Position: Ph.D. Candidate
Research Interests: Video streaming
Email: xjdshr@stu.xjtu.edu.cn
Jie Shen （沈杰）
Position: MS Candidate
Research Interests: Operation, Transfer learning
Email: sj19998@stu.xjtu.edu.cn
Liang Shi（石亮）
Position: MS Candidate
Research Interests: Privacy protection and federated learning
Email: sl1624@stu.xjtu.edu.cn
Mainly focuses on the research of natural and medical image processing and analysis. The specific research areas include natural image processing and recognition, 3D face recognition, medical image reconstruction and analysis, etc.
Jian Sun(孙剑)
Position: Group leader, Ph.D, Professor
Research Interests: Image processing, recognition and understanding.
Email: sunjian@mail.xjtu.edu.cn
Homepage: http://gr.xjtu.edu.cn/web/jiansun
Heran Yang (杨鹤然)
Position: Associate Professor
Research Interests: Medical image analysis, Deep learning
Email: hryang@xjtu.edu.cn
Yan Yang (杨燕)
Position: Ph.D candidate
Research Interests: Deep learning, Inverse problem
Email: yangyan92@stu.xjtu.edu.cn
Shipeng Wang（王世鹏）
Position: Ph.D candidate
Research Interests: Meta learning, Continual learning
Xiaorong Li（李晓蓉）
Position: Ph.D candidate
Research Interests: Continual learning, Machine learning
Email: lixiaorong@stu.xjtu.edu.cn
Xiang Gu （古祥）
Position: Ph.D candidate
Research Interests: Optimal Transport, Transfer Learning, Domain Adaptation, Domain generalization
Email: xianggu@stu.xjtu.edu.cn
Fan Wang （王璠）
Position: Ph.D candidate
Research Interests: Machine learning and partial differential equation.
Email: wangfan525@stu.xjtu.edu.cn
Cuican Yu（余璀璨）
Position: Ph.D candidate
Research Interests: 2D/3D face recognition
Email: ccy2017@stu.xjtu.edu.cn
Research focuses on the algorithms and applications of computational geometric analysis, and their interdisciplinary study with machine learning. The application fields include 3D graphics and vision, medical imaging, wireless communication, geometric modeling, etc.
Wei Zeng (曾薇)
Position: Group leader, Professor
Research Interests: Computational Geometric Analysis, 3D Graphics and Vision, Medical Imaging
Email: wz@xjtu.edu.cn
Homepage: http://gr.xjtu.edu.cn/web/wz
Chengxiao Li (李成效)
Position: Master Student
Research Interests: Optimal Transport
Email: l529123@stu.xjtu.edu.cn
Yuping Lu (吕玉萍)
Position: Master Student
Research Interests: Optimal Transport，Medical Image Processing
Email: xiaobu.lv@stu.xjtu.edu.cn
Xuebin Chang (常学斌)
Position: PhD Student
Research Interests: Medical Image Processing, Manifold Learning
Email: xuebin_chang@stu.xjtu.edu.cn
Zijie Cheng (程子杰)
Position: Master Student
Research Interests: Optimal Transport
Email: 3121107048@stu.xjtu.edu.cn
Ye Ni (倪烨)
Position: Master Student
Research Interests: Graphical and Geometric Computing, Machine Learning
Email: 3121107062@stu.xjtu.edu.cn
Hanxi Wang (王涵汐)
Position: Master Student
Research Interests: Machine Learning, Optimization
Email: qiadafei@stu.xjtu.edu.cn
Mainly focuses on the cross-cutting research between Artificial Intelligence (AI) and Optimization, including but not limited to statistical machine learning, explainable AI, artificial intelligence and heuristic algorithms. The goal of the group is not only to go beyond research excellence, but to establish concrete applications of AI and optimization in industry.
Jianyong Sun （孙建永）
Position: Professor, Group leader
Research Interests: intelligent wireless communication, machine learning for solving the discrete optimization problem
Email: jy.sun@xjtu.edu.cn
Homepage: https://gr.xjtu.edu.cn/en/web/jy.sun
Yiqing Zhang （张怡青）
Position: Ph.D candidate
Research Interests: intelligent wireless communication, machine learning for solving the discrete optimization problem
Email: zhangyiqing@stu.xjtu.edu.cn
Qian Xu（许倩）
Position: Ph.D candidate
Research Interests: robust precoding
Email: xuqian2019@stu.xjtu.edu.cn
Haotian Zhang(张昊天)
Position: Ph.D candidate
Research Interests: Optimization methods, Reinforcement learning, Evolutionary computation
Email: zht570795275@stu.xjtu.edu.cn
Xin Liu（刘鑫）
Position: Ph.D candidate
Research Interests: evolutionary algorithms, reinforcement learning
Email: liuxin17@stu.xjtu.edu.cn
Wei Zheng （郑伟）
Position: Ph.D candidate
Research Interests: multi-objective evolutionary algorithms and their applications.
Email: weizheng@stu.xjtu.edu.cn
Fan Song （宋凡）
Position: Ph.D candidate
Research Interests: generative model, recurrent neural networks
Email: fansongaero@163.com
Yuan Wang （王渊）
Position: Ph.D candidate
Research Interests: flow-based generative models, machine learning
Email: yuanwang@stu.xjtu.edu.cn
Qingming Kong （孔庆明）
Position: Ph.D candidate
Research Interests: low rank matrix factorization, collaborative filtering, machine learning
Email: kongqm17@stu.xjtu.edu.cn
Weiyi Shi（石微怡）
Position: postgraduate student
Research Interests: machine learning, data analysis
Email: SWY0620@stu.xjtu.edu.cn
Weiyi Huihui Yan （严慧慧）
Position: postgraduate student
Research Interests: machine learning, meta-learning
Email: huihuiyan@stu.xjtu.edu.cn
Dun Wang （王顿）
Position: postgraduate student
Research Interests: optimization method
Email: wangdun136@stu.xjtu.edu.cn
Weiyi Zhiwei Wang （王志伟）
Position: postgraduate student
Research Interests: combination optimization algorithm, machine learning
Email: enigmawang@stu.xjtu.edu.cn
Zhongyu Sun （孙仲煜）
Position: postgraduate student
Research Interests: genetic algorithm, reinforcement learning
Email: sunzhy2015@outlook.com
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