Yanhua Li

PhD student, School of Computing and Artificial Intelligence, Southwest University of Finance and Economics

Joined

May 2024

Names

Yanhua Li (Preferred)

Yan Hua Li

Emails

****@163.com (Confirmed)

****@smail.swufe.edu.cn (Confirmed)

Personal Links

Homepage

DBLP

Career & Education History

PhD student

School of Computing and Artificial Intelligence, Southwest University of Finance and Economics (swufe.edu.cn)

2022 – 2026

Advisors, Relations & Conflicts

PhD Advisor

Xin Yang

2022 – 2026

Expertise

Open intent classification

2023 – 2025

Granular ball computing

2022 – 2025

Publications

Action-Adaptive Continual Learning: Enabling Policy Generalization under Dynamic Action Space
Chaofan Pan, Jiafen Liu, Yanhua Li, Linbo Xiong, Fan Min, Wei Wei, Xin Yang
- Submitted to ICLR 2026
- Readers: Everyone
Enhancing few-sample spatio-temporal prediction via relational fusion-based hypergraph neural network
Xiaocao Ouyang, Yanhua Li, Dongyu Guo, Wei Huang, Xin Yang, Yan Yang, Junbo Zhang, Tianrui Li
- Inf. Fusion 2025
- Readers: Everyone
Multi-Granularity Open Intent Classification via Adaptive Granular-Ball Decision Boundary
Yanhua Li, Xiaocao Ouyang, Chaofan Pan, Jie Zhang, Sen Zhao, Shuyin Xia, Xin Yang, Guo-Yin Wang, Tianrui Li
- AAAI 2025
- Readers: Everyone
ARC-RL: Self-Evolution Continual Reinforcement Learning via Action Representation Space
Chaofan Pan, Jiafen Liu, Yanhua Li, Linbo Xiong, Fan Min, Wei Wei, Tianrui Li, Xin Yang
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Three-way open intent classification with nearest centroid-based representation
Yanhua Li, Jiafen Liu, Longhao Yang, Chaofan Pan, Xiangkun Wang, Xin Yang
- Inf. Sci. 2024
- Readers: Everyone
Multi-Granularity Open Intent Classification via Adaptive Granular-Ball Decision Boundary
Yanhua Li, Xiaocao Ouyang, Chaofan Pan, Jie Zhang, Sen Zhao, Shuyin Xia, Xin Yang, Guoyin Wang, Tianrui Li
- CoRR 2024
- Readers: Everyone
Normal Fuzzy Three-Way Decision Based on Prospect Theory
Yanhua Li, Jiafen Liu, Yihua Zhong, Xin Yang
- IJCRS 2023
- Readers: Everyone
Granular-Ball Three-Way Decision
Xin Yang, Yanhua Li, Shuyin Xia, Xiaoyu Lian, Guoyin Wang, Tianrui Li
- IJCRS 2023
- Readers: Everyone
A review of sequential three-way decision and multi-granularity learning
Xin Yang, Yanhua Li, Tianrui Li
- Published: 01 Jan 2023, Last Modified: 10 May 2023
- Int. J. Approx. Reason. 2023
- Readers: Everyone
An improved three-way decision model based on prospect theory
Yihua Zhong, Yanhua Li, Yang Yang, Tong Li, Yanlin Jia
- Int. J. Approx. Reason. 2022
- Readers: Everyone