Mengchen Zhao

Publication Activity (10 Years)

Years Active: 2016-2023
Publications (10 Years): 29

Top Topics

Blind Source Separation

Reinforcement Learning

Top Venues

IEEE Trans. Cybern.

Publications

Zichuan Fu, Xiangyang Li, Chuhan Wu, Yichao Wang, Kuicai Dong, Xiangyu Zhao, Mengchen Zhao, Huifeng Guo, Ruiming Tang
A Unified Framework for Multi-Domain CTR Prediction via Large Language Models. CoRR (2023)
Pengjie Gu, Xinyu Cai, Dong Xing, Xinrun Wang, Mengchen Zhao, Bo An
Offline RL with Discrete Proxy Representations for Generalizability in POMDPs. NeurIPS (2023)
Jing Wang, Mengchen Zhao, Wei Xia, Zhenhua Dong, Ruiming Tang, Rui Zhang, Jianye Hao, Guangyong Chen, Pheng-Ann Heng
RLMixer: A Reinforcement Learning Approach for Integrated Ranking with Contrastive User Preference Modeling. PAKDD (3) (2023)
Mingyang Sun, Mengchen Zhao, Yaqing Hou, Minglei Li, Huang Xu, Songcen Xu, Jianye Hao
Co-speech Gesture Synthesis by Reinforcement Learning with Contrastive Pretrained Rewards. CVPR (2023)
Guangzheng Hu, Yuanheng Zhu, Dongbin Zhao, Mengchen Zhao, Jianye Hao
Event-Triggered Communication Network With Limited-Bandwidth Constraint for Multi-Agent Reinforcement Learning. IEEE Trans. Neural Networks Learn. Syst. 34 (8) (2023)
Yuanheng Zhu, Weifan Li, Mengchen Zhao, Jianye Hao, Dongbin Zhao
Empirical Policy Optimization for n-Player Markov Games. IEEE Trans. Cybern. 53 (10) (2023)
Sicheng Yang, Zhiyong Wu, Minglei Li, Mengchen Zhao, Jiuxin Lin, Liyang Chen, Weihong Bao
The ReprGesture entry to the GENEA Challenge 2022. CoRR (2022)
Sicheng Yang, Zhiyong Wu, Minglei Li, Mengchen Zhao, Jiuxin Lin, Liyang Chen, Weihong Bao
The ReprGesture entry to the GENEA Challenge 2022. ICMI (2022)
Yixu Gao, Kun Shao, Zhijian Duan, Zhongyu Wei, Dong Li, Bin Wang, Mengchen Zhao, Jianye Hao
Efficient Dual-Process Cognitive Recommender Balancing Accuracy and Diversity. DASFAA (3) (2022)
Pengjie Gu, Mengchen Zhao, Chen Chen, Dong Li, Jianye Hao, Bo An
Learning Pseudometric-based Action Representations for Offline Reinforcement Learning. ICML (2022)
Pengjie Gu, Mengchen Zhao, Jianye Hao, Bo An
Online Ad Hoc Teamwork under Partial Observability. ICLR (2022)
Yankai Chen, Menglin Yang, Yingxue Zhang, Mengchen Zhao, Ziqiao Meng, Jianye Hao, Irwin King
Modeling Scale-free Graphs with Hyperbolic Geometry for Knowledge-aware Recommendation. WSDM (2022)
Yuanheng Zhu, Dongbin Zhao, Mengchen Zhao, Dong Li
Empirical Policy Optimization for n-Player Markov Games. CoRR (2021)
Yankai Chen, Menglin Yang, Yingxue Zhang, Mengchen Zhao, Ziqiao Meng, Jian Hao, Irwin King
Modeling Scale-free Graphs for Knowledge-aware Recommendation. CoRR (2021)
Xidong Feng, Chen Chen, Dong Li, Mengchen Zhao, Jianye Hao, Jun Wang
CMML: Contextual Modulation Meta Learning for Cold-Start Recommendation. CoRR (2021)
Xidong Feng, Chen Chen, Dong Li, Mengchen Zhao, Jianye Hao, Jun Wang
CMML: Contextual Modulation Meta Learning for Cold-Start Recommendation. CIKM (2021)
Mengchen Zhao, Xiujuan Yao, Jing Wang, Yi Yan, Xiang Gao, Yanan Fan
Single-Channel Blind Source Separation of Spatial Aliasing Signal Based on Stacked-LSTM. Sensors 21 (14) (2021)
Xiaobo Ma, Bo An, Mengchen Zhao, Xiapu Luo, Lei Xue, Zhenhua Li, Tony T. N. Miu, Xiaohong Guan
Randomized Security Patrolling for Link Flooding Attack Detection. IEEE Trans. Dependable Secur. Comput. 17 (4) (2020)
Junjie Wang, Qichao Zhang, Dongbin Zhao, Mengchen Zhao, Jianye Hao
Dynamic Horizon Value Estimation for Model-based Reinforcement Learning. CoRR (2020)
Guangzheng Hu, Yuanheng Zhu, Dongbin Zhao, Mengchen Zhao, Jianye Hao
Event-Triggered Multi-agent Reinforcement Learning with Communication under Limited-bandwidth Constraint. CoRR (2020)
Qingyu Guo, Zhao Li, Bo An, Pengrui Hui, Jiaming Huang, Long Zhang, Mengchen Zhao
Securing the Deep Fraud Detector in Large-Scale E-Commerce Platform via Adversarial Machine Learning Approach. WWW (2019)
Yanhai Xiong, Haipeng Chen, Mengchen Zhao, Bo An
HogRider: Champion Agent of Microsoft Malmo Collaborative AI Challenge. AAAI (2018)
Mengchen Zhao, Zhao Li, Bo An, Haifeng Lu, Yifan Yang, Chen Chu
Impression Allocation for Combating Fraud in E-commerce Via Deep Reinforcement Learning with Action Norm Penalty. IJCAI (2018)
Mengchen Zhao, Bo An, Yaodong Yu, Sulin Liu, Sinno Jialin Pan
Data Poisoning Attacks on Multi-Task Relationship Learning. AAAI (2018)
Xiaobo Ma, Yihui He, Xiapu Luo, Jianfeng Li, Mengchen Zhao, Bo An, Xiaohong Guan
Camera Placement Based on Vehicle Traffic for Better City Security Surveillance. IEEE Intell. Syst. 33 (4) (2018)
Mengchen Zhao, Bo An, Wei Gao, Teng Zhang
Efficient Label Contamination Attacks Against Black-Box Learning Models. IJCAI (2017)
Lili Meng, Jingxiu Zong, Guina Sun, Jie Cheng, Jia Zhang, Mengchen Zhao
Bayesian Multi-Hypothesis Wyner-Ziv Video Coding. J. Inf. Hiding Multim. Signal Process. 8 (2) (2017)
Xiaobo Ma, Yihui He, Xiapu Luo, Jianfeng Li, Mengchen Zhao, Bo An, Xiaohong Guan
Vehicle Traffic Driven Camera Placement for Better Metropolis Security Surveillance. CoRR (2017)
Mengchen Zhao, Bo An, Christopher Kiekintveld
Optimizing Personalized Email Filtering Thresholds to Mitigate Sequential Spear Phishing Attacks. AAAI (2016)