Hao, Cheng (程浩)
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Ph.D. Candidate @ IIP Group |
About me
I am a 5th year Ph.D. student of Department of Computer Science and Technology in Nanjing University and a member of IIP Group, suprivised by prof. Chong-Jun Wang. I received my B.Sc. degree in of Nanjing University in June 2017. From May 2021 to May 2022, I was a joint training PhD student at Nanyang Technological University, suprivised by Prof. Bo An. My current research interests include mechanism design, federated learning and combintorial optimization.
Education
Ph.D., Computer Science and Technology, Nanjing University, 09.2017-present
Visiting student, School of Computer Science and Engineering, Nanyang Technological University, Singapore, 05.2021-05.2022
B.E., Chemistry, Nanjing University, 06.2017
Publications
Conderence Proceedings
Hongxin Wei, Renchunzi Xie, Hao Cheng, Lei Feng, Bo An, Sharon Li, "Mitigating Neural Network Overconfidence with Logit Normalization".In Proceedings of International Conference on Machine Learning (ICML), 2022(CCF-A)
Hualei Yu, Chong Luo, Yuntao Du, Hao Cheng, Meng Cao, Chongjun Wang, "DMSPool: Dual Multi-Scale Pooling for Graph Representation Learning", International Conference on Database Systems for Advanced Applications,2021, pp. 375-384. (CCF-B)
Hualei Yu, Jinliang Yuan, Hao Cheng, Meng Cao, Chongjun Wang, "GSAPool: Gated Structure Aware Pooling for Graph Representation Learning", 2021 International Joint Conference on Neural Networks (IJCNN), 2021. (CCF-C) [pdf]
Hao Cheng, Bin Jin, Yu Qiao, Lei Zhang, Chongjun Wang "False-name-proof mechanism for time window coverage tasks in mobile crowdsensing", International Conference on Computer Communications and Networks (ICCCN), 2021. (CCF-C) [pdf]
Yi Zhang, Zhe Cheng, Hao Cheng, Hengyang Lu, Lei Zhang, Chongjun Wang, Junyuan Xie, "Win-win Cooperation: A Novel Dual-Modal Dual-Label Algorithm for Membrane Proteins Function Pre-screen", IEEE International Conference on Bioinformatics and Biomedicine (BIBM), 2019, pp. 102-106. (CCF-B) [pdf]
Yi Zhang, Cheng Zeng, Hao Cheng, Chongjun Wang, Lei Zhang, "Many could be better than all: A novel instance-oriented algorithm for Multi-modal Multi-label problem", IEEE International Conference on Multimedia and Expo (ICME), 2019, pp. 838-843. (CCF-B) [pdf]
Hao Cheng, Lei Zhang, Yi Zhang, Jun Wu, Chongjun Wang, "Optimal Constraint Collection for Core-selecting Path Mechanism", 17th international conference on autonomous agents and multiagent systems(AAMAS), 2018, pp. 41-49.(CCF-B) [pdf]
Journal Articles
Jinliang Yuan, Meng Cao, Hao Cheng, Hualei Yu, Junyuan Xie, Chongjun Wang, "A unified Structure Learning Framework for Graph Attention Networks", Neurocomputing, Sep. 2022, 70, pp. 1042-1053. (IF = 5.719)[pdf]
Qiao Yu, Jun Wu, Hao Cheng, Zilan Huang, Qiangqiang He, Chongjun Wang, "Truthful Mechanism Design for Multiregion Mobile Crowdsensing", Wireless Communications & Mobile Computing (Online), 2020.(IF = 2.336) [pdf]
Hao Cheng, Wentao Zhang, Yi Zhang, Lei Zhang, Jun Wu, Chongjun Wang "Fast core pricing algorithms for path auction", Autonomous Agents and Multi-Agent Systems, 2020, 34(1): 1-37. (IF = 1.431) [pdf]
Current works
Mingcai Chen,Hao Cheng, Yuntao Du, Ming Xu, Wenyu Jiang, Chongjun Wang, "Two Wrongs Don't Make a Right: Combating Confirmation Bias in Learning with Label Noise".
Hao Cheng, et al. "Fair Pricing payment rule for core-selecting combinatorial auction"
Awards or Honor
National Scholarship for Encouragement,Nanjing University, 2016
Principal Special Freshman Scholarship,Nanjing University, 2017
Artificial Intelligence Scholarship, Nanjing University, 2018
First-Class Doctoral Excellence Scholarship of Nanjing University, 2019