Sirui Zheng

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 9

Top Topics

Neural Dynamics

Markov Decision Processes

Top Venues

Eng. Appl. Artif. Intell.

IEEE Trans. Geosci. Remote. Sens.

Publications

Bo Huang, Sirui Zheng, Hamido Fujita, Jin Liu
A multi-task learning model for recommendation based on fusion of dynamic and static neighbors. Eng. Appl. Artif. Intell. 133 (2024)
Chen Ding, Mengmeng Zheng, Sirui Zheng, Yaoyang Xu, Lei Zhang, Wei Wei, Yanning Zhang
Integrating Prototype Learning With Graph Convolution Network for Effective Active Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Shenao Zhang, Sirui Zheng, Shuqi Ke, Zhihan Liu, Wanxin Jin, Jianbo Yuan, Yingxiang Yang, Hongxia Yang, Zhaoran Wang
How Can LLM Guide RL? A Value-Based Approach. CoRR (2024)
Zhihan Liu, Miao Lu, Wei Xiong, Han Zhong, Hao Hu, Shenao Zhang, Sirui Zheng, Zhuoran Yang, Zhaoran Wang
One Objective to Rule Them All: A Maximization Objective Fusing Estimation and Planning for Exploration. CoRR (2023)
Sirui Zheng, Lingxiao Wang, Shuang Qiu, Zuyue Fu, Zhuoran Yang, Csaba Szepesvári, Zhaoran Wang
Optimistic Exploration with Learned Features Provably Solves Markov Decision Processes with Neural Dynamics. ICLR (2023)
Dushi Wen, Sirui Zheng, Jiazhen Chen, Zhouyi Zheng, Chen Ding, Lei Zhang
Hyperparameter-Optimization-Inspired Long Short-Term Memory Network for Air Quality Grade Prediction. Inf. 14 (4) (2023)
Zhihan Liu, Miao Lu, Wei Xiong, Han Zhong, Hao Hu, Shenao Zhang, Sirui Zheng, Zhuoran Yang, Zhaoran Wang
Maximize to Explore: One Objective Function Fusing Estimation, Planning, and Exploration. NeurIPS (2023)
Chen Ding, Zhouyi Zheng, Sirui Zheng, Xuke Wang, Xiaoyan Xie, Dushi Wen, Lei Zhang, Yanning Zhang
Accurate Air-Quality Prediction Using Genetic-Optimized Gated-Recurrent-Unit Architecture. Inf. 13 (5) (2022)
Han Zhong, Wei Xiong, Sirui Zheng, Liwei Wang, Zhaoran Wang, Zhuoran Yang, Tong Zhang
A Posterior Sampling Framework for Interactive Decision Making. CoRR (2022)