VLDB 2026 Research / reviewers in the wild / expert
Yunlong Liu 0003
dblp:32/306-3
· DBLP profile ↗
13ranked-venue papers
2as first author
10since 2021 · last 2026
0000-0001-8448-7845ORCID · conflict
Domains — the database's venue-derived domains; a paper can count in several
Artificial intelligence and machine learning · 11 · 1 first-author · 9 since 2021Databases, data management, data science and information retrieval · 2 · 1 first-author · 1 since 2021
| Year | Publication | Venue | Position |
|---|---|---|---|
| 2026 | Learning representations via dynamics-based behavioral similarity for deep reinforcement learning
Dayang Liang, Yunlong Liu 0003 |
Neural Networks | 2 |
| 2025 | Causal representation learning in offline visual reinforcement learning
Yaru Zhang, Kaizhou Chen, Yunlong Liu 0003 |
Knowl. Based Syst. | 3 |
| 2024 | Learning task-relevant representations via rewards and real actions for reinforcement learning
Linghui Yuan, Yunlong Liu 0003 |
Knowl. Based Syst. | 3 |
| 2024 | Sequential action-induced invariant representation for reinforcement learning
Dayang Liang, Yunlong Liu 0003 |
Neural Networks | 3 |
| 2023 | The treatment of sepsis: an episodic memory-assisted deep reinforcement learning approach
Dayang Liang, Huiyi Deng, Yunlong Liu 0003 |
Appl. Intell. | 3 |
| 2023 | Balancing exploration and exploitation in episodic reinforcement learning
Yunlong Liu 0003 |
Expert Syst. Appl. | 3 |
| 2022 | Hard Negative Sample Mining for Contrastive Representation in Reinforcement Learning
Dayang Liang, Yunlong Liu 0003 |
PAKDD (2) | 3 |
| 2022 | Sequential Decision Making with "Sequential Information" in Deep Reinforcement Learning
Aimin Xu, Linghui Yuan, Yunlong Liu 0003 |
PRICAI (3) | 3 |
| 2022 | Learning and planning in partially observable environments without prior domain knowledge
Yunlong Liu 0003, Jianyang Zheng, Fangfang Chang |
Int. J. Approx. Reason. | 1 |
| 2021 | Gated multi-attention representation in reinforcement learning
Dayang Liang, Yunlong Liu 0003 |
Knowl. Based Syst. | 3 |
| 2019 | Attention-Based Deep Q-Network in Complex Systems
Kun Ni, Danning Yu, Yunlong Liu 0003 |
ICONIP (4) | 3 |
| 2018 | Basis selection in spectral learning of predictive state representations
Chunqing Huang, Yisheng An, Sun Zhou 0001, Zhezheng Hong, Yunlong Liu 0003 |
Neurocomputing | 5 |
| 2014 | Solving partially observable problems with inaccurate PSR models
Yunlong Liu 0003, Zijiang Yang 0001, Guoli Ji |
Inf. Sci. | 1 |