Wanqi Xue

According to our database, Wanqi Xue authored at least 15 papers between 2019 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Reinforcement Learning from Diverse Human Preferences.

Wanqi Xue, Bo An, Shuicheng Yan, Zhongwen Xu

CoRR, 2023

Two-Stage Constrained Actor-Critic for Short Video Recommendation.

Qingpeng Cai, Zhenghai Xue, Chi Zhang, Wanqi Xue, Shuchang Liu, Ruohan Zhan, Xueliang Wang, Tianyou Zuo, Wentao Xie, Dong Zheng, Peng Jiang, Kun Gai

Proceedings of the ACM Web Conference 2023, 2023

PrefRec: Recommender Systems with Human Preferences for Reinforcing Long-term User Engagement.

Wanqi Xue, Qingpeng Cai, Zhenghai Xue, Shuo Sun, Shuchang Liu, Dong Zheng, Peng Jiang, Kun Gai, Bo An

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

Mastering Stock Markets with Efficient Mixture of Diversified Trading Experts.

Shuo Sun, Xinrun Wang, Wanqi Xue, Xiaoxuan Lou, Bo An

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

ResAct: Reinforcing Long-term Engagement in Sequential Recommendation with Residual Actor.

Wanqi Xue, Qingpeng Cai, Ruohan Zhan, Dong Zheng, Peng Jiang, Kun Gai, Bo An

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Solving Large-Scale Pursuit-Evasion Games Using Pre-trained Strategies.

Shuxin Li, Xinrun Wang, Youzhi Zhang, Wanqi Xue, Jakub Cerný, Bo An

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

PrefRec: Preference-based Recommender Systems for Reinforcing Long-term User Engagement.

Wanqi Xue, Qingpeng Cai, Zhenghai Xue, Shuo Sun, Shuchang Liu, Dong Zheng, Peng Jiang, Bo An

CoRR, 2022

ResAct: Reinforcing Long-term Engagement in Sequential Recommendation with Residual Actor.

Wanqi Xue, Qingpeng Cai, Ruohan Zhan, Dong Zheng, Peng Jiang, Bo An

CoRR, 2022

DeepScalper: A Risk-Aware Reinforcement Learning Framework to Capture Fleeting Intraday Trading Opportunities.

Shuo Sun, Wanqi Xue, Rundong Wang, Xu He, Junlei Zhu, Jian Li, Bo An

Proceedings of the 31st ACM International Conference on Information & Knowledge Management, 2022

Mis-spoke or mis-lead: Achieving Robustness in Multi-Agent Communicative Reinforcement Learning.

Wanqi Xue, Wei Qiu, Bo An, Zinovi Rabinovich, Svetlana Obraztsova, Chai Kiat Yeo

Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 2022

NSGZero: Efficiently Learning Non-exploitable Policy in Large-Scale Network Security Games with Neural Monte Carlo Tree Search.

Wanqi Xue, Bo An, Chai Kiat Yeo

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Solving Large-Scale Extensive-Form Network Security Games via Neural Fictitious Self-Play.

Wanqi Xue, Youzhi Zhang, Shuxin Li, Xinrun Wang, Bo An, Chai Kiat Yeo

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

CFR-MIX: Solving Imperfect Information Extensive-Form Games with Combinatorial Action Space.

Shuxin Li, Youzhi Zhang, Xinrun Wang, Wanqi Xue, Bo An

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

2020

One-Shot Image Classification by Learning to Restore Prototypes.

Wanqi Xue, Wei Wang

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Convolutional Neural Networks for Food Image Recognition: An Experimental Study.

Yi Sen Ng, Wanqi Xue, Wei Wang, Panpan Qi

Proceedings of the 5th International Workshop on Multimedia Assisted Dietary Management, 2019