中文

Lin Wang

, Professor, School of Information Science and Engineering, University of Jinan, China.


Member of IEEE, Member of ACM, Member of CCF and Member of CAA.

Research Interests:  machine learning, data mining and their applications in scientific computing.

Lin Wang received the Ph.D. degree in Computer Science and Technology from the School of Computer Science and Technology, Shandong University, China, in 2011. He is currently a Professor at the School of Information Science and Engineering, University of Jinan, China, and at the Shandong Provincial Key Laboratory of Network Based Intelligent Computing, University of Jinan, China. He serves as a Director for the ACM Special Interest Group on Computer Science Education China (SIGCSE China), Secretary-General of ACM Jinan Chapter, Vice Secretary-General of the Shandong Artificial Intelligence Society, a Committee Member of the Youth Working Committee of the Chinese Association of Automation, a Committee Member of the Artificial Intelligence and Pattern Recognition Committee of the China Computer Federation, an Executive Director of the ShanDong Association of Artificial Intelligence, and a Member of the Higher Education Committee of the ShanDong Association of Artificial Intelligence. He is a Program Committee Member or Special Session Chair of many international conferences, e.g. AAAI, SPAC, ICONIP, SIGCSE China, and IEEE PICom. He is the Winner of the ACM Jinan Rising Star Award, Winner of the Shandong Provincial Natural Science Academic Innovation Award. He has been granted the Shandong Provincial Natural Science Foundation for Distinguished Young Scholars, granted the Taishan Scholar Project of Shandong Province, China, granted the Outstanding Graduate Supervisor of Shandong Province, and granted Provincial University Excellent Young Scientists Foundation of Shandong Provincial Natural Science Foundation.


Contact Information
Address: School of Information Science and Engineering, University of Jinan No. 336, West Road of Nan Xinzhuang, Jinan, 250022 China
Phone: +86 531 89736863   
E-mail: e-mail   e-mail

Group

From left to right, Behind row: Shuai Ning, Wenhao Yue, Bo Zhang, Haoran Shan, Jiahao Li, Tengfei Zhang, Lei Xu, Bingzhe Jiang, Xingshen Zhang, Mazharul Islam

From left to right, Second row: Hanqing Zhao, Chengjie Zhang, Run Xiong, Wenwei Wang, Zezheng Xing, Shenghui Zhu, Zeming Cheng, Xin Zhao, Chenglong Song, Haozhong Gao, Xu Wu, Lin Wang

From left to right, Front row: Chen Liu, Pan Zhang, Yuhang Xie, Xiaoman Kong, Zijing Wang, Chaoran Pang, Junjie Mao, Wei Peng, Guoyu Sheng, Ruiqi Han

Earlier Photos
 

Team Teachers

Jinyan Wu，Doctor，Lecturer， 2021 to Present


Cheng Yang，Doctor，Lecturer， 2021 to Present


LiangLiang Zhang，Doctor，Associate Professor， 2023 to Present


Current Graduate Student

Mazharul Islam, PhD Candidate 2020.9 to Present (Supervised by Prof. Bo Yang, Prof. Lin Wang)

Topic: Cement Hydration Modeling

Xu Wu, PhD Candidate 2021.9 to Present (Supervised by Prof. Bo Yang, Prof. Lin Wang)

Topic: Research on intelligent optimization of cement ratio for low carbon and high performance

Xin Zhao, PhD Candidate 2022.9 to Present (Supervised by Prof. Bo Yang, Prof. Lin Wang)

Topic: Modeling the Microstructural Evolution of Cement Hydration Based on Machine Learning

Shuai Ning, PhD Candidate 2023.9 to Present (Supervised by Prof. Bo Yang, Prof. Lin Wang)

Topic: Research on Cement Hydration Modeling Based on Symbolic Regression

Jisuo Gao, Master Candidate, 2020.9 to Present (Supervised by Prof. Lin Wang)

Topic: Representation Learning Based on Neural Network

Pan Zhu, Master Candidate, 2020.9 to Present (Supervised by Prof. Lin Wang)

Topic: Neural Network

Zezheng Xing, Master Candidate, 2021.9 to Present (Supervised by Prof. Lin Wang)

Topic: Research and Application of Macroscopic Performance Estimation Method of Cement Based on Conditional Probability Density Estimation

Bo Zhang, Master Candidate, 2021.9 to Present (Supervised by Prof. Lin Wang)

Topic: Research on Information-Scarce Black-Box Optimization Method Based on Free-Form Density Estimation

Chen Liu, Master Candidate, 2021.9 to Present (Supervised by Prof. Bo Yang, Prof. Lin Wang)

Topic: Cement Hydration Kinetics Modeling Based on Generative Adversarial Network Optimizer

Bingzhe Jiang, Master Candidate, 2021.9 to Present (Supervised by Prof. Lin Wang)

Topic: Research and Application of Recipe Generation Technology Based on Rule Constraints

Ruiqi Han, Master Candidate, 2021.9 to Present (Supervised by Prof. Lin Wang)

Topic: Research on Microscopic Local Evolution Modeling of Cement Based on Conditional Density Estimation

Lei Xu, Master Candidate, 2021.9 to Presen (Supervised by Prof. Lin Wang, Ms. Na Zhang)

Topic: Research and Application of Short-term Electric Load Forecasting of University Buildings Based on Probability Estimation

Wei Peng，Master Candidate, 2022.9 to Present (Supervised by Prof. Lin Wang)

Topic: Research on Financial Time Series Forecasting Based on Conditional Distribution Estimation

Run Xiong，Master Candidate, 2022.9 to Present (Supervised by Prof. Lin Wang)

Topic: Research on Cnstrained Black-Box Optimization Algorithm Based on Neural Networks

Pan Zhang，Master Candidate, 2022.9 to Present (Supervised by Prof. Lin Wang)

Topic: Research on Reverse Modeling of Cement Hydration Microstructure Based on Machine Learning

Haoran Shan，Master Candidate, 2022.9 to Present (Supervised by Prof. Bo Yang, Prof. Lin Wang)


Topic：Research on Symbolic Expression Regression Based on Tree Structure Dependency

Chaoran Pang，Master Candidate, 2022.9 to Present (Supervised by Prof. Lin Wang)

Topic: Research on Free-form Stochastic Process using Deconvolutional Density Network

Wenwei Wang，Master Candidate, 2022.9 to Present (Supervised by Prof. Lin Wang)

Topic：Research on neuron and network models based on free energy principle

Xingshen Zhang，Master Candidate, 2022.9 to Present (Supervised by Prof. Bo Yang, Prof. Lin Wang)

Topic：Research on Disenchantment Representation Learning Methods for Arbitrary-Shaped Latent Space Distributions

Junjie Mao，Master Candidate, 2022.9 to Present (Supervised by Prof. Lin Wang)

Topic: Research on Free-form Conditional Probability Density Estimation Methods in Few-Shot Scenarios

Jiahao Li，Master Candidate, 2022.9 to Present (Supervised by Prof. Lin Wang)

Topic: Research on Solid Texture Synthesis Based on Diffusion Models

Haozhong Gao，Master Candidate, 2023.9 to Present (Supervised by Prof. Lin Wang, Prof. Liangliang Zhang)

Topic: Research on CT Data Analysis and Equipment Enhancement for Cement Data

Tengfei Zhang，Master Candidate, 2023.9 to Present (Supervised by Prof. Lin Wang)

Topic: Research on Cement Strength and Performance Prediction

Chengjie Zhang，Master Candidate, 2023.9 to Present (Supervised by Prof. Lin Wang)

Topic: Research on Black-Box Optimization Based on Neural Network

Wenhao Yue，Master Candidate, 2023.9 to Present (Supervised by Prof. Lin Wang)

Topic: Research on Online Plasticity Learning

Chenglong Song，Master Candidate, 2023.9 to Present (Supervised by Prof. Lin Wang)

Topic: Research on Deconvolutional Density Network

Shenghui Zhu，Master Candidate, 2023.9 to Present (Supervised by Prof. Lin Wang, Ms. Na Zhang)

Topic: Research on College Student Grading Warning Model Based on Probability Density Estimation

Zijing Wang，Master Candidate, 2023.9 to Present (Supervised by Prof. Yangbo, Prof. Lin Wang)

Topic: Research on Financial Time Series Forecasting Based on Uncertainty Modeling

Yuhang Xie，Master Candidate, 2023.9 to Present (Supervised by Prof. Lin Wang)

Topic: Research on Cement Microstructure Evolution Modeling

Previous

Shuangrong Liu, PhD, 2020.3-2023.12

Thesis: Study on Explainable Rule-based Inference Neural Networks with Type-2 Fuzzy and Deep Architecture

Liangliang Zhang, PhD, 2019.3-2022.8

Thesis: Study on Novel Design of Methodologies for Computational Intelligence and Constructionof Models for Cement Hydration

Jinyan Wu, PhD, 2017.9-2021.2

Thesis: Analysis and Optimazation of Power Consumption of a Wireless Network for IoT System

Yamin Han, PhD, 2017.9-2021.2

Thesis: Research on Computational Intelligent Methodologies and Optimization of Wireless Sensor and Actuator Networks

Fanqi Li, Master, 2019.9 to 2022.7

Thesis: Modeling of Cement Hydration Microstructure In-Situ Development Based on Conditional Generative Adversarial Networks

Shuai Ning, Master, 2020.9 to 2022.7

Thesis: Research on Back-Box Optimization Algorithms based on Density Estimation Neural Networks

Jianfeng Yuan, Master, 2020.9 to 2023.7

Thesis: Research on prediction technology of cement microstructure elements based on conditional probability density estimation

Ming Liu, Master, 2020.9 to 2023.7

Thesis: Research on Early Warning Model of College Students' Performance Based on Probability Estimation

Minfang Lu, Master, 2019.9 to 2022.7

Thesis: Research on Heuristic Optimization Algorithm based on Neural Network（Distinguished Master's Thesis of Shandong Artificial Intelligence Society）

Jiantao Wu, Master, 2019.9 to 2022.7

Thesis: Explanatory Representation Learning by Enhancing Semantic Information

Jun Ma, Master, 2019.9 to 2022.7

Thesis: Neuro-Encoded Expression Programming Based on Tree Structure Dependence

Bing Chen, Master, 2019.9 to 2022.7

Thesis: Research and Application of Neural Network Models for Conditional Density Estimation

Xin Zhao, Master, 2019.9 to 2022.7

Thesis: Research and Application of Key Technologies for Cement Microstructure Solid Texture Synthesis Based on Generative Adversarial Network (Distinguished Master's Thesis of Shandong Province)

Ying Wu, Master, 2019.9 to 2021.7

Thesis: Research on Corporate Service Text Classification System Based on Domestic Policy

Chunxiuzi Liu, Master, 2018.9-2021.7

Thesis: Research on Adaptive Evolutionary Algorithm for Complex Problems

Junteng Zheng (Jeremy), Master, 2018.9-2021.7(Co-supervised by Prof. Jeff Orchard)

Thesis: Research of Modulated Plastic Neural Network Based on Evolutionary Computing

Jiawei Fan, Master, 2018.9-2021.7

Thesis: Fast Modeling and Performance Analysis of Cement Microstructure Based on Neural Network

Xiaojing Zhang, Master, 2018.9-2021.7

Thesis: Representation Learning and Discriminant Research Based on Neural Network

Xu Wu, Master, 2018.9-2021.7

Thesis: Research and Application of Inverse Estimation of Cement Properties for Microstructure Image

Fuyuan Chen, Master, 2018.9-2021.7

Thesis: Research and Design of Virtual Cement Hydration Simulation Platform Oriented to Intelligent Inversion Model

Fengyang Sun, Master, 2017.9-2020.7 (Co-supervised by Prof. Jeff Orchard)

Thesis: Research on Enhancing Diversity Oriented Benchmark Construction and Evolutionary Algorithm Design (Distinguished Master's Thesis of Shandong Province, Distinguished Master's Thesis of Shandong Artificial Intelligence Society)

Rui Wang, Master, 2017.9-2020.7

Thesis: Electronic Medical Record Information Extraction and its Application in Tumor Stage Prediction

Mazharul Islam, Master, 2017.9-2020.7

Thesis: Research on Improving Neural Network Classifier using Gradient-based Floating Centroid Method

Aftab Anjum, Master, 2017.9-2020.7

Thesis: Research on Genetic Programming with Neuro-Linear Representation

Mengfan Zhi, Master, 2017.9-2020.7

Thesis: Fast Discovery of Cement Hydration Kinetic Equation in GPU Environment

Guangyue Gao, Master, 2017.9-2020.7

Thesis: Research on Cement Microelements Modeling Based on Moving Least Squares Surface

Kaipeng Fan, Master, 2018.9-2020.7

Thesis: Multimodal Image Transformation and Efficacy Prediction for Esophageal Squamous Cell Carcinoma Radiotherapy

Shuangrong Liu, Master, 2016.9-2019.7

Thesis: Research and Application of Neural Network Classifier Based on the Soft Boundary (Distinguished Master's Thesis of Shandong Province)

Jifeng Guo, Master, 2016.9-2019.7

Thesis: Cellular Automata Evolution Modeling and Performance Analysis of Cement Microstructure Based on Deep Learning (Distinguished Master's Thesis of Shandong Province)

Xuehui Zhu, Master, 2016.9-2019.7

Thesis: Research and Application of Closed Surface Nearest Neighbor Partitioning Neural Network Classifier

Liangliang Zhang, Master, 2015.9-2018.7

Thesis: Image Rectification and Phase Analysis of Four Dimensional Microstructure for Cement Hydration

Meihui Li, Master, 2015.9-2018.7

Thesis: Estimating of mpressive Strength of Cement-Based Material using Microstructure Images Features in GPU Environment

Jinyan Wu, Master, 2014.9-2017.7

Thesis: Research on Modeling Method for Cement Hydration using Markov Random Field and the Future use

Kun Tang, Master, 2014.9-2017.7

Thesis: Cement Hydration Microstructure Solid Texture Synthesis Based on CUDA

Shanshan Liu, Master, 2013.9-2016.7

Thesis: Automatic Discovery and Recommendation for Telecommunication Package using Particle Swarm Optimization

Zhenyan Xie, Master, 2013.9-2016.7

Topic: MRF Based Three Dimensional Synthesis

Zhifeng Liang, Master, 2012.9-2015.7

Thesis: Research on Reversed Modeling Method for Cement Hydration Simulation using Cellular Automata

Xiaoqian Zhang, Master, 2012.9-2015.7

Thesis: Research on Neural Network Method and Its Improvement Oriented to Cement and Cement-based Material Classification

Qingke Zhang, Master, 2010.9-2013.7

Thesis: Research of Cement Strength Prediction and Cement Hydration Modeling based on Multi-layer Multi-Expression Programming

Lu Qi, Master, 2008.9-2011.7

Thesis: Research on Method and Realization of 3D Cement Image Registration Based on GPU