Sirui Zheng

According to our database, Sirui Zheng authored at least 11 papers between 2022 and 2024.

Collaborative distances:

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

2024

Integrating Prototype Learning With Graph Convolution Network for Effective Active Hyperspectral Image Classification.

Chen Ding, Mengmeng Zheng, Sirui Zheng, Yaoyang Xu, Lei Zhang, Wei Wei, Yanning Zhang

IEEE Trans. Geosci. Remote. Sens., 2024

A multi-task learning model for recommendation based on fusion of dynamic and static neighbors.

Bo Huang, Sirui Zheng, Hamido Fujita, Jin Liu

Eng. Appl. Artif. Intell., 2024

BabelBench: An Omni Benchmark for Code-Driven Analysis of Multimodal and Multistructured Data.

Xuwu Wang, Qiwen Cui, Yunzhe Tao, Yiran Wang, Ziwei Chai, Xiaotian Han, Boyi Liu, Jianbo Yuan, Jing Su, Guoyin Wang, Tingkai Liu, Liyu Chen, Tianyi Liu, Tao Sun, Yufeng Zhang, Sirui Zheng, Quanzeng You, Yang Yang, Hongxia Yang

CoRR, 2024

How Can LLM Guide RL? A Value-Based Approach.

Shenao Zhang, Sirui Zheng, Shuqi Ke, Zhihan Liu, Wanxin Jin, Jianbo Yuan, Yingxiang Yang, Hongxia Yang, Zhaoran Wang

CoRR, 2024

How Does Goal Relabeling Improve Sample Efficiency?

Sirui Zheng, Chenjia Bai, Zhuoran Yang, Zhaoran Wang

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

Hyperparameter-Optimization-Inspired Long Short-Term Memory Network for Air Quality Grade Prediction.

Dushi Wen, Sirui Zheng, Jiazhen Chen, Zhouyi Zheng, Chen Ding, Lei Zhang

Inf., April, 2023

One Objective to Rule Them All: A Maximization Objective Fusing Estimation and Planning for Exploration.

Zhihan Liu, Miao Lu, Wei Xiong, Han Zhong, Hao Hu, Shenao Zhang, Sirui Zheng, Zhuoran Yang, Zhaoran Wang

CoRR, 2023

Maximize to Explore: One Objective Function Fusing Estimation, Planning, and Exploration.

Zhihan Liu, Miao Lu, Wei Xiong, Han Zhong, Hao Hu, Shenao Zhang, Sirui Zheng, Zhuoran Yang, Zhaoran Wang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Optimistic Exploration with Learned Features Provably Solves Markov Decision Processes with Neural Dynamics.

Sirui Zheng, Lingxiao Wang, Shuang Qiu, Zuyue Fu, Zhuoran Yang, Csaba Szepesvári, Zhaoran Wang

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Accurate Air-Quality Prediction Using Genetic-Optimized Gated-Recurrent-Unit Architecture.

Chen Ding, Zhouyi Zheng, Sirui Zheng, Xuke Wang, Xiaoyan Xie, Dushi Wen, Lei Zhang, Yanning Zhang

Inf., 2022

GEC: A Unified Framework for Interactive Decision Making in MDP, POMDP, and Beyond.

Han Zhong, Wei Xiong, Sirui Zheng, Liwei Wang, Zhaoran Wang, Zhuoran Yang, Tong Zhang

CoRR, 2022