Mengchen Zhao

654 total citations
21 papers, 388 citations indexed

About

Mengchen Zhao is a scholar working on Artificial Intelligence, Computer Networks and Communications and Computer Vision and Pattern Recognition. According to data from OpenAlex, Mengchen Zhao has authored 21 papers receiving a total of 388 indexed citations (citations by other indexed papers that have themselves been cited), including 13 papers in Artificial Intelligence, 4 papers in Computer Networks and Communications and 4 papers in Computer Vision and Pattern Recognition. Recurrent topics in Mengchen Zhao's work include Reinforcement Learning in Robotics (4 papers), Adversarial Robustness in Machine Learning (3 papers) and Network Security and Intrusion Detection (3 papers). Mengchen Zhao is often cited by papers focused on Reinforcement Learning in Robotics (4 papers), Adversarial Robustness in Machine Learning (3 papers) and Network Security and Intrusion Detection (3 papers). Mengchen Zhao collaborates with scholars based in China, Singapore and Hong Kong. Mengchen Zhao's co-authors include Bo An, Jianye Hao, Yuanheng Zhu, Dongbin Zhao, Christopher Kiekintveld, Teng Zhang, Zhao Li, Wei Gao, Ziqiao Meng and Irwin King and has published in prestigious journals such as SHILAP Revista de lepidopterología, Food Chemistry and Sensors.

In The Last Decade

Mengchen Zhao

19 papers receiving 375 citations

Peers

Countries citing papers authored by Mengchen Zhao

Since Specialization

Citations

This map shows the geographic impact of Mengchen Zhao's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Mengchen Zhao with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Mengchen Zhao more than expected).

Fields of papers citing papers by Mengchen Zhao

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Mengchen Zhao. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Mengchen Zhao. The network helps show where Mengchen Zhao may publish in the future.

Co-authorship network of co-authors of Mengchen Zhao

This figure shows the co-authorship network connecting the top 25 collaborators of Mengchen Zhao. A scholar is included among the top collaborators of Mengchen Zhao based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Mengchen Zhao. Mengchen Zhao is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Toward Prediction of Energy Consumption Peaks and Timestamping in Commercial Supermarkets Using Deep Learning 2024 ·Energies ·Mengchen Zhao, (unknown), (unknown), (unknown), Miriam A. M. Capretz, Ayan Sadhu	7
2	Improving Unsupervised Hierarchical Representation With Reinforcement Learning 2024 ·(unknown), (unknown), Xu He, (unknown), Mengchen Zhao, Li Dong, (unknown), (unknown), Bo An, (unknown)	0
3	A Unified Framework for Multi-Domain CTR Prediction via Large Language Models 2024 ·ACM Transactions on Information Systems ·(unknown), Xiangyang Li, Chuhan Wu, (unknown), (unknown), Xiangyu Zhao, Mengchen Zhao, Huifeng Guo, Ruiming Tang	4
4	Elevational Variation in and Environmental Determinants of Fungal Diversity in Forest Ecosystems of Korean Peninsula 2024 ·Journal of Fungi ·Lei Chen, (unknown), Mengchen Zhao, Dorsaf Kerfahi, Nan Li, Lingling Shi, Xiwu Qi, Chang‐Bae Lee, Ke Dong, Hae-In Lee, Sang‐Seob Lee	0
5	Polyphenols in twenty cultivars of blue honeysuckle (Lonicera caerulea L.): Profiling, antioxidant capacity, and α-amylase inhibitory activity 2023 ·Food Chemistry ·Meng Zhang, (unknown), Zhen Xiao, (unknown), Mengchen Zhao, Yaru Wang, Dejian Huang, Xiaonan Sui, Junwei Huo, Yan Zhang	34
6	Co-speech Gesture Synthesis by Reinforcement Learning with Contrastive Pretrained Rewards 2023 ·Mingyang Sun, Mengchen Zhao, Yaqing Hou, Minglei Li, Xu Huang, Songcen Xu, Jianye Hao	3
7	Empirical Policy Optimization for n-Player Markov Games 2022 ·IEEE Transactions on Cybernetics ·Yuanheng Zhu, (unknown), Mengchen Zhao, Jianye Hao, Dongbin Zhao	14
8	Modeling Scale-free Graphs with Hyperbolic Geometry for Knowledge-aware Recommendation 2022 ·Yankai Chen, Meng‐Lin Yang, Yingxue Zhang, Mengchen Zhao, Ziqiao Meng, Jianye Hao, Irwin King	51
9	Multiclass anomaly detection in imbalanced structural health monitoring data using convolutional neural network 2022 ·SHILAP Revista de lepidopterología ·Mengchen Zhao, Ayan Sadhu, Miriam A. M. Capretz	10
10	The Routledge handbook of second language acquisition and technology 2022 ·Interactive Learning Environments ·(unknown), Mengchen Zhao, (unknown)	5
11	Event-Triggered Communication Network With Limited-Bandwidth Constraint for Multi-Agent Reinforcement Learning 2021 ·IEEE Transactions on Neural Networks and Learning Systems ·(unknown), Yuanheng Zhu, Dongbin Zhao, Mengchen Zhao, Jianye Hao	56
12	CMML 2021 ·(unknown), Chen Chen, Dong Li, Mengchen Zhao, Jianye Hao, Jun Wang	15
13	Single-Channel Blind Source Separation of Spatial Aliasing Signal Based on Stacked-LSTM 2021 ·Sensors ·Mengchen Zhao, (unknown), Jing Wang, Yi Yan, Xiang Gao, (unknown)	19
14	Randomized Security Patrolling for Link Flooding Attack Detection 2019 ·IEEE Transactions on Dependable and Secure Computing ·Xiaobo Ma, Bo An, Mengchen Zhao, Xiapu Luo, Lei Xue, Zhenhua Li, (unknown), Xiaohong Guan	17
15	Securing the Deep Fraud Detector in Large-Scale E-Commerce Platform via Adversarial Machine Learning Approach 2019 ·Qingyu Guo, Zhao Li, Bo An, (unknown), Jiaming Huang, Long Zhang, Mengchen Zhao	28
16	Data Poisoning Attacks on Multi-Task Relationship Learning 2018 ·Proceedings of the AAAI Conference on Artificial Intelligence ·Mengchen Zhao, Bo An, Yaodong Yu, (unknown), Sinno Jialin Pan	23
17	Camera Placement Based on Vehicle Traffic for Better City Security Surveillance 2018 ·IEEE Intelligent Systems ·Xiaobo Ma, Yihui He, Xiapu Luo, Jianfeng Li, Mengchen Zhao, Bo An, Xiaohong Guan	16
18	Impression Allocation for Combating Fraud in E-commerce Via Deep Reinforcement Learning with Action Norm Penalty 2018 ·Mengchen Zhao, Zhao Li, Bo An, Haifeng Lu, Yifan Yang, (unknown)	22
19	Efficient Label Contamination Attacks Against Black-Box Learning Models 2017 ·Mengchen Zhao, Bo An, Wei Gao, Teng Zhang	33
20	Optimizing Personalized Email Filtering Thresholds to Mitigate Sequential Spear Phishing Attacks 2016 ·Proceedings of the AAAI Conference on Artificial Intelligence ·Mengchen Zhao, Bo An, Christopher Kiekintveld	28

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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