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Pengchao

Asso. Professor, Vice Director of Dean Office

East China Normal University      

About

  • Department: Software Engineering Institute
  • Graduate School: Japan Advanced Institute of Sci. & Tech. (JAIST)
  • Degree: Ph.D
  • Academic Credentials:
  • PostCode: 200062
  • Tel: 62234387
  • Fax:
  • Email: cpeng@sei.ecnu.edu.cn
  • Office: 1007 LiKeLou, East China Normal University
  • Address: #3663 Zhongshan Rd. (North), Shanghai, 200062, China

Education

2003.10 - 2006.9, Japan National Institute of Information and Communication Technology, Ph.D Student

1999.9 - 2002.6, Fudan University, Graduate Student

1995.9 - 1999.6, East China Normal University, Undergraduate Student

WorkExperience

2020.9 – now, East China Normal University, Vice Director of Dean's Office

2010.7 – now, East China Normal University, Software Engineering Institute, Associative Professor

2008.5 - 2010.4, Japan National Institute of Information and Communication Technology, Expert Researcher

2006.10 - 2008.4, Japan Advanced Institute of Science and Technology (JAIST), Post-doc Researcher

Resume

Other Appointments

Cyber Physical System‚ Internet of Things‚ Network Optimization‚ Network Architecture‚ Approximation Algorithms and Online Algorithms‚ Distributed Computing‚ Network Economics.

Research Fields

Algorithms and Network Optimization, Intelligent Computing, Distributed Computing and Block Chain

Enrollment and Training

Course

Algorithm Design and Complexity Analysis (Graduate Course)

Introduction to Algorithms

Probability and Statistics

Computer Networks 

Computer Networks Experiments 

Next Generation Network Technologies


Scientific Research

Academic Achievements

Some Recent Publications

 

Chao Peng, Yiming Guo, Yao Chen, Qilin Rui, Zhengfeng Yang and Chenyang Xu, FedGM: Heterogeneous Federated Learning via Generative Learning and Mutual Distillation, 29th International European Conference on Parallel and Distributed Computing (Euro-Par 2023), Limassol, Cyprus, August 2023.  339-351

 

Zhengfeng Yang, Li Zhang, Xia Zeng, Xiaochao Tang, Chao Peng, Zhenbing Zeng, Hybrid Controller Synthesis for Nonlinear Systems Subject to   Reach-avoid Constraints, 35th International Conference on Computer Aided Verification (CAV 2023), Paris, France, July 2023. 304-325

 

Hao Xue, Xia Zeng, Wang Lin, Zhengfeng Yang, Chao Peng, Zhenbing Zeng: An RNN-Based Framework for the MILP Problem in Robustness Verification of Neural Networks. 2022 Asian Conference on Computer Vision(ACCV2022): 571-586

 

Chenchao Wang, Mengdan Wang, Yao Chen, Peng Zheng, Neal N. Xiong, CTHGAT: Category-aware and Time-aware Next Point-of-Interest via Heterogeneous Graph Attention Network, 2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2021), 2420-2426, Melbourne, Australia, October 2021.

 

Rui Yang, Chao Peng, Chenchao Wang, Mengdan Wang, Yao Chen, Peng Zheng, Neal N. Xiong, CSAGAN: Channel and Spatial Attention-Guided Generative Adversarial Networks for Unsupervised Image-to-Image Translation, 2021 IEEE International Conference on Systems, Man, and Cybernetics (SMC 2021), 3258-3265, Melbourne, Australia, October 2021.

 

Mengdan Wang, Chao Peng, Rui Yang, Chenchao Wang, Yao Chen, Xiaohua Yu, GASKT: A Graph-Based Attentive Knowledge-Search Model for Knowledge Tracing, 14th International Conference on Knowledge Science, Engineering and Management (KSEM 2021), LNCS 12815, 268-279, Tokyo, Japan, August 2021.

 

Xin Chen, Chao Peng*, Wang Lin*, Zhengfeng Yang*, Yifan Zhang, Xuandong Li, A Novel Approach for Solving the BMI Problem in Barrier Certificates Generation, in the 32nd International Conference on Computer Aided Verification (CAV 2020), Los Angeles, California, USA, July 2020.

 

Cheng He, Chao Peng*, Na Li, Xiang Chen, Zhengfeng Yang and Zhenhao Hu, CIFEF: Combining implicit and explicit features for friendship inference in location-based social networks,in the 13th International Conference on Knowledge Science, Engineering and Management (KSEM 2020), Hangzhou, China, August 2020.

 

Jianlin Wang, Chao Peng*, Zhenbing Zeng*, A Formal Proof of the Soundness of the Hybrid CPS Clock Theory,in the International Symposium on Theoretical Aspects of Software Engineering (TASE 2020), Hangzhou, China, July 2020. 

 

Zhenhao Hu, Chao Peng*, Cheng He, Haibin Cai, IO-aware Factorization Machine for User Response Prediction, in 2020 International Joint Conference on Neural Networks (IJCNN 2020), Glasgow, UK, July 2020.

 

Cheng He, Chao Peng, Na Li, Xiang Chen, Lanying Guo, Exploiting Spatiotemporal Features to Infer Friendship in Location-Based Social Networks, PRICAI 2018: Pacific Rim International Conference on Artificial Intelligence, 2018.8, Nanjing 

 

Lanying Guo, Chao Peng, Siyuan Chen and Cheng He, Reversible Programming Techniques for Shortest-Path, 2018 IEEE 37th International Performance Computing and Communications Conference (IPCCC), 2018.11, USA 

 

Siyuan Chen, Chao Peng, Linsen Cai, Lanying Guo, A Deep Neural Network Model for Target-based Sentiment Analysis, 2018 International Joint Conference on Neural Networks (IJCNN), 2018.7, Brazil 

 

Lanying Guo, Chao Peng, Siyuan Chen and Cheng He, New Reversible Computing Algorithms for Shortest Paths Problem, The 6th International Conference on Information Technology: IoT and Smart City(ICIT), 2018.12, Hongkong (Best Presentation Award)

 

Tong Wu, Siyuan Chen, Chao Peng*, Time-Efficient Algorithm on Degree Anonymization by Combination of Vertex and Edge Addition, International Conference on Anti-counterfeiting, Security, and Identification (2017ASID), Xiamen, China, Oct. 2017.

 

Kepi Zhang, Tong Wu, Siyuan Chen, Linsen Cai, Chao Peng*, A New Energy Efficient VM Scheduling Algorithm for Cloud Computing Based on Dynamic Programming, in the 4th IEEE International Conference on Cyber Security and Cloud Computing (CSCloud 2017): 249-254, NY, USA, 2017

 

Wenli Zhang, Lin Yang, Kepi Zhang, and Chao Peng*, Collaborate Algorithms for the Multi-channel Program Download Problem in VoD Applications, in the 12th EAI International Conference on Collaborative Computing (CollaborateCom 2016), Beijing, China, Nov. 2016.

 

Xichen Wang, Weiwei Liu, Lin Yang, Wenli Zhang, Chao Peng*, A New Content-Centric Routing Protocol for Vehicular Ad Hoc Networks, in the 22nd Asia-Pacific Conference on Communications (APCC 2016), Yogyakarta, Indonesia, Aug. 2016.

 

Weiwei Liu, Xichen Wang, Wenli Zhang, Lin Yang, Chao Peng*, Coordinative Simulation with SUMO and NS3 for Vehicular Ad Hoc Networks, in the 22nd Asia-Pacific Conference on Communications (APCC 2016), Yogyakarta, Indonesia, Aug. 2016.

 

Jingmin Shi, Chao Peng*, Qin Zhu, Pengfei Duan, There is a Will, There is a Way: A New Mechanism for Traffic Control Based on VTL and VANET, 16th IEEE International Symposium on High Assurance Systems Engineering, HASE 2015 240-246, 2015.

 

Chao Peng*, Jie Zhou*, Binhai Zhu, Hong Zhu, Complexity Analysis and Algorithms for the Program Download Problem, Journal of Combinatorial Optimization, 29(1): 216-227 (2015). 

 

Qin Zhu, Chao Peng*, Jingmin Shi, Pengfei Duan, Cooperative Traffic Light Control Based On Semi-real-time Processing, International Journal of Automation and Control Engineering, 3(1): 9-17(2015).

 

M. Inoue M. Ohnishi C. Peng R. Li and H. MorinoNerveNet: A Future Regional Platform Network for Various Context-Aware Services with Sensors and Actuators IEICE Transactions on Communications Vol.E94-B No.3 pp.618-629 March1 2011. 


X. Han C. Peng D.S. Ye D.H. Zhang Dynamic Bin Packing with Unit Fraction Items Revisited Information Processing Letter Vol 110 Issue 23 pp. 10491054 November 15 2010.


C. Peng Y. Tan N.X. Xiong L. T. Yang H. Zhu Approximation Algorithms for Inner-node Weighted Minimum Spanning Trees Journal of Computer Systems Science and Engineering Vol 24 No 3 pp.189-195 May 2009.


C. Peng Y. Tan N.X. Xiong L. T. Yang J.H. Park. S.S. Kim Adaptive Video-on-Demand Broadcasting in Ubiquitous Computing Environment Journal of Personal and Ubiquitous Computing Springer pp.479-488 April 2009.


Chao Peng Hong Shen‚ “A New Approximation Algorithm For Computing 2- Restricted Disjoint Paths IEICE TRANSACTIONS on Information and Systems Volume E90-D Number 2 Feb. 1 2007.

 

Honor

10 Visits

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