Mengchen Zhao - RankMe

43 papers A* 14A 3B 1Journal 20Unranked 4

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	PADiff: Predictive and Adaptive Diffusion Policies for Ad Hoc Teamwork. AAAI Hohei Chan, Xinzhi Zhang, Antao Xiang, Weinan Zhang, Mengchen Zhao
2025	J	`jnl`	A Unified Framework for Multi-Domain CTR Prediction via Large Language Models. ACM Trans. Inf. Syst. Zichuan Fu, Xiangyang Li, Chuhan Wu, Yichao Wang, Kuicai Dong, Xiangyu Zhao, Mengchen Zhao, Huifeng Guo, Ruiming Tang
2025	A*	`conf`	Ad Hoc Teamwork via Offline Goal-Based Decision Transformers. ICML Xinzhi Zhang, Hohei Chan, Deheng Ye, Yi Cai, Mengchen Zhao
2025	A	`conf`	DiTAC: Discrete Teamwork Abstraction for Ad Hoc Collaboration. ECAI Jing Wang, Pengjie Gu, Mengchen Zhao, Guangyong Chen, Furui Liu, Pheng-Ann Heng
2025	—	`conf`	Efficient Decision Sequence Modeling via Feature-LevelMasking. DAI Xinzhi Zhang, Yifan Gao, Yaqing Hou, Xuechuan Liu, Zengyang Wang, Yi Cai, Bo An, Mengchen Zhao
2025	J	`jnl`	GeRe: Towards Efficient Anti-Forgetting in Continual Learning of LLM via General Samples Replay. CoRR Yunan Zhang, Shuoran Jiang, Mengchen Zhao, Yuefeng Li, Yang Fan, Xiangping Wu, Qingcai Chen
2025	J	`jnl`	MTRec: Learning to Align with User Preferences via Mental Reward Models. CoRR Mengchen Zhao, Yifan Gao, Yaqing Hou, Xiangyang Li, Pengjie Gu, Zhenhua Dong, Ruiming Tang, Yi Cai
2025	J	`jnl`	PADiff: Predictive and Adaptive Diffusion Policies for Ad Hoc Teamwork. CoRR Hohei Chan, Xinzhi Zhang, Antao Xiang, Weinan Zhang, Mengchen Zhao
2025	—	`conf`	RTADev: Intention Aligned Multi-Agent Framework for Software Development. ACL (Findings) Jie Liu, Guohua Wang, Ronghui Yang, Jiajie Zeng, Mengchen Zhao, Yi Cai
2025	J	`jnl`	Selective Labeling with False Discovery Rate Control. CoRR Huipeng Huang, Wenbo Liao, Huajun Xi, Hao Zeng, Mengchen Zhao, Hongxin Wei
2025	J	`jnl`	ViRectify: A Challenging Benchmark for Video Reasoning Correction with Multimodal Large Language Models. CoRR Xusen Hei, Jiali Chen, Jinyu Yang, Mengchen Zhao, Yi Cai
2024	A*	`conf`	Improving Unsupervised Hierarchical Representation With Reinforcement Learning. CVPR Ruyi An, Yewen Li, Xu He, Pengjie Gu, Mengchen Zhao, Dong Li, Jianye Hao, Chaojie Wang, Bo An, Mingyuan Zhou
2024	A*	`conf`	PoRank: A Practical Framework for Learning to Rank Policies. IJCAI Pengjie Gu, Mengchen Zhao, Xu He, Yi Cai, Bo An
2023	J	`jnl`	A Unified Framework for Multi-Domain CTR Prediction via Large Language Models. CoRR Zichuan Fu, Xiangyang Li, Chuhan Wu, Yichao Wang, Kuicai Dong, Xiangyu Zhao, Mengchen Zhao, Huifeng Guo, Ruiming Tang
2023	A*	`conf`	Co-speech Gesture Synthesis by Reinforcement Learning with Contrastive Pretrained Rewards. CVPR Mingyang Sun, Mengchen Zhao, Yaqing Hou, Minglei Li, Huang Xu, Songcen Xu, Jianye Hao
2023	J	`jnl`	Empirical Policy Optimization for n-Player Markov Games. IEEE Trans. Cybern. Yuanheng Zhu, Weifan Li, Mengchen Zhao, Jianye Hao, Dongbin Zhao
2023	J	`jnl`	Event-Triggered Communication Network With Limited-Bandwidth Constraint for Multi-Agent Reinforcement Learning. IEEE Trans. Neural Networks Learn. Syst. Guangzheng Hu, Yuanheng Zhu, Dongbin Zhao, Mengchen Zhao, Jianye Hao
2023	A*	`conf`	Offline RL with Discrete Proxy Representations for Generalizability in POMDPs. NeurIPS Pengjie Gu, Xinyu Cai, Dong Xing, Xinrun Wang, Mengchen Zhao, Bo An
2023	—	`conf`	RLMixer: A Reinforcement Learning Approach for Integrated Ranking with Contrastive User Preference Modeling. PAKDD (3) Jing Wang, Mengchen Zhao, Wei Xia, Zhenhua Dong, Ruiming Tang, Rui Zhang, Jianye Hao, Guangyong Chen, Pheng-Ann Heng
2022	—	`conf`	Efficient Dual-Process Cognitive Recommender Balancing Accuracy and Diversity. DASFAA (3) Yixu Gao, Kun Shao, Zhijian Duan, Zhongyu Wei, Dong Li, Bin Wang, Mengchen Zhao, Jianye Hao
2022	A*	`conf`	Learning Pseudometric-based Action Representations for Offline Reinforcement Learning. ICML Pengjie Gu, Mengchen Zhao, Chen Chen, Dong Li, Jianye Hao, Bo An
2022	A	`conf`	Modeling Scale-free Graphs with Hyperbolic Geometry for Knowledge-aware Recommendation. WSDM Yankai Chen, Menglin Yang, Yingxue Zhang, Mengchen Zhao, Ziqiao Meng, Jianye Hao, Irwin King
2022	A*	`conf`	Online Ad Hoc Teamwork under Partial Observability. ICLR Pengjie Gu, Mengchen Zhao, Jianye Hao, Bo An
2022	B	`conf`	The ReprGesture entry to the GENEA Challenge 2022. ICMI Sicheng Yang, Zhiyong Wu, Minglei Li, Mengchen Zhao, Jiuxin Lin, Liyang Chen, Weihong Bao
2022	J	`jnl`	The ReprGesture entry to the GENEA Challenge 2022. CoRR Sicheng Yang, Zhiyong Wu, Minglei Li, Mengchen Zhao, Jiuxin Lin, Liyang Chen, Weihong Bao
2021	A	`conf`	CMML: Contextual Modulation Meta Learning for Cold-Start Recommendation. CIKM Xidong Feng, Chen Chen, Dong Li, Mengchen Zhao, Jianye Hao, Jun Wang
2021	J	`jnl`	CMML: Contextual Modulation Meta Learning for Cold-Start Recommendation. CoRR Xidong Feng, Chen Chen, Dong Li, Mengchen Zhao, Jianye Hao, Jun Wang
2021	J	`jnl`	Empirical Policy Optimization for n-Player Markov Games. CoRR Yuanheng Zhu, Dongbin Zhao, Mengchen Zhao, Dong Li
2021	J	`jnl`	Modeling Scale-free Graphs for Knowledge-aware Recommendation. CoRR Yankai Chen, Menglin Yang, Yingxue Zhang, Mengchen Zhao, Ziqiao Meng, Jian Hao, Irwin King
2021	J	`jnl`	Single-Channel Blind Source Separation of Spatial Aliasing Signal Based on Stacked-LSTM. Sensors Mengchen Zhao, Xiujuan Yao, Jing Wang, Yi Yan, Xiang Gao, Yanan Fan
2020	J	`jnl`	Dynamic Horizon Value Estimation for Model-based Reinforcement Learning. CoRR Junjie Wang, Qichao Zhang, Dongbin Zhao, Mengchen Zhao, Jianye Hao
2020	J	`jnl`	Event-Triggered Multi-agent Reinforcement Learning with Communication under Limited-bandwidth Constraint. CoRR Guangzheng Hu, Yuanheng Zhu, Dongbin Zhao, Mengchen Zhao, Jianye Hao
2020	J	`jnl`	Randomized Security Patrolling for Link Flooding Attack Detection. IEEE Trans. Dependable Secur. Comput. Xiaobo Ma, Bo An, Mengchen Zhao, Xiapu Luo, Lei Xue, Zhenhua Li, Tony T. N. Miu, Xiaohong Guan
2019	A*	`conf`	Securing the Deep Fraud Detector in Large-Scale E-Commerce Platform via Adversarial Machine Learning Approach. WWW Qingyu Guo, Zhao Li, Bo An, Pengrui Hui, Jiaming Huang, Long Zhang, Mengchen Zhao
2018	—	`—`	Advanced attack and defense techniques in machine learning systems Mengchen Zhao
2018	J	`jnl`	Camera Placement Based on Vehicle Traffic for Better City Security Surveillance. IEEE Intell. Syst. Xiaobo Ma, Yihui He, Xiapu Luo, Jianfeng Li, Mengchen Zhao, Bo An, Xiaohong Guan
2018	A*	`conf`	Data Poisoning Attacks on Multi-Task Relationship Learning. AAAI Mengchen Zhao, Bo An, Yaodong Yu, Sulin Liu, Sinno Jialin Pan
2018	A*	`conf`	HogRider: Champion Agent of Microsoft Malmo Collaborative AI Challenge. AAAI Yanhai Xiong, Haipeng Chen, Mengchen Zhao, Bo An
2018	A*	`conf`	Impression Allocation for Combating Fraud in E-commerce Via Deep Reinforcement Learning with Action Norm Penalty. IJCAI Mengchen Zhao, Zhao Li, Bo An, Haifeng Lu, Yifan Yang, Chen Chu
2017	J	`jnl`	Bayesian Multi-Hypothesis Wyner-Ziv Video Coding. J. Inf. Hiding Multim. Signal Process. Lili Meng, Jingxiu Zong, Guina Sun, Jie Cheng, Jia Zhang, Mengchen Zhao
2017	A*	`conf`	Efficient Label Contamination Attacks Against Black-Box Learning Models. IJCAI Mengchen Zhao, Bo An, Wei Gao, Teng Zhang
2017	J	`jnl`	Vehicle Traffic Driven Camera Placement for Better Metropolis Security Surveillance. CoRR Xiaobo Ma, Yihui He, Xiapu Luo, Jianfeng Li, Mengchen Zhao, Bo An, Xiaohong Guan
2016	A*	`conf`	Optimizing Personalized Email Filtering Thresholds to Mitigate Sequential Spear Phishing Attacks. AAAI Mengchen Zhao, Bo An, Christopher Kiekintveld