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ORCIDBen Liu 0002
Person information
- affiliation: Ant Group, Hangzhou, China
- affiliation: Wuhan University, School of Computer Science, China
Other persons with the same name
- Ben Liu — disambiguation page
- Ben Liu 0001
![[0009-0008-6879-6259]](https://devdomain4test.ir/img/orcid-mark.12x12.png "0009-0008-6879-6259")
— Southern University of Science and Technology (SUSTech), School of Automation and Intelligent Manufacturing, Shenzhen, Guangdong, China - Ben Liu 0003 — Southwestern University of Finance and Economics, School of Statistics, Joint Lab of Data Science and Business Intelligence, Sichuan, China
- Ben Liu 0004 — McMaster University, Department of Electrical and Computer Engineering, Hamilton, ON, Canada
- Ben Liu 0005 — Beijing Institute of Graphic Communications, Beijing, China (and 2 more)
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2020 – today
- 2026
[c10]Yanlin Song, Ben Liu, Víctor Gutiérrez-Basulto, Zhiwei Hu, Qianqian Xie, Min Peng, Sophia Ananiadou, Jeff Z. Pan:
Plan Then Retrieve: Reinforcement Learning-Guided Complex Reasoning over Knowledge Graphs. WWW 2026: 3666-3676- [i10]Zihao Jiang, Miao Peng, Zhenyan Shan, Wenjie Xu, Ben Liu, Gong Chen, Ziqi Gao, Min Peng:
TKG-Thinker: Towards Dynamic Reasoning over Temporal Knowledge Graphs via Agentic Reinforcement Learning. CoRR abs/2602.05818 (2026) - 2025
- [j2]Wenjie Xu, Ben Liu, Miao Peng, Zihao Jiang, Xu Jia, Kai Liu, Lei Liu, Min Peng:
Historical facts learning from Long-Short Terms with Language Model for Temporal Knowledge Graph Reasoning. Inf. Process. Manag. 62(3): 104047 (2025) - [c9]Zihao Jiang, Ben Liu, Miao Peng, Wenjie Xu, Yao Xiao, Zhenyan Shan, Min Peng:
Towards Explainable Temporal Reasoning in Large Language Models: A Structure-Aware Generative Framework. ACL (Findings) 2025: 7232-7251 - [c8]Ben Liu, Jihai Zhang, Fangquan Lin, Cheng Yang, Min Peng:
Filter-then-Generate: Large Language Models with Structure-Text Adapter for Knowledge Graph Completion. COLING 2025: 11181-11195 - [c7]Ben Liu, Jihai Zhang, Fangquan Lin, Cheng Yang, Min Peng, Wotao Yin:
SymAgent: A Neural-Symbolic Self-Learning Agent Framework for Complex Reasoning over Knowledge Graphs. WWW 2025: 98-108 - [c6]Ben Liu, Jihai Zhang, Fangquan Lin, Xu Jia, Min Peng:
One Size doesn't Fit All: A Personalized Conversational Tutoring Agent for Mathematics Instruction. WWW (Companion Volume) 2025: 2401-2410 - [i9]Ben Liu, Jihai Zhang, Fangquan Lin, Cheng Yang, Min Peng, Wotao Yin:
SymAgent: A Neural-Symbolic Self-Learning Agent Framework for Complex Reasoning over Knowledge Graphs. CoRR abs/2502.03283 (2025) - [i8]Ben Liu, Jihan Zhang, Fangquan Lin, Xu Jia, Min Peng:
One Size doesn't Fit All: A Personalized Conversational Tutoring Agent for Mathematics Instruction. CoRR abs/2502.12633 (2025) - [i7]Zihao Jiang, Ben Liu, Miao Peng, Wenjie Xu, Yao Xiao, Zhenyan Shan, Min Peng:
Towards Explainable Temporal Reasoning in Large Language Models: A Structure-Aware Generative Framework. CoRR abs/2505.15245 (2025) - [i6]Mengxi Xiao, Mang Ye, Ben Liu, Xiaofen Zong, He Li, Jimin Huang, Qianqian Xie, Min Peng:
A Retrieval-Augmented Multi-Agent Framework for Psychiatry Diagnosis. CoRR abs/2506.03750 (2025) - [i5]Yanlin Song, Ben Liu, Víctor Gutiérrez-Basulto, Zhiwei Hu, Qianqian Xie, Min Peng, Sophia Ananiadou, Jeff Z. Pan:
Plan Then Retrieve: Reinforcement Learning-Guided Complex Reasoning over Knowledge Graphs. CoRR abs/2510.20691 (2025) - 2024
- [c5]Mengxi Xiao, Ben Liu, Miao Peng, Wenjie Xu, Min Peng:
Clarified Aggregation and Predictive Modeling (CAPM): High-Interpretability Framework for Inductive Link Prediction. IJCNN 2024: 1-8 - [c4]Miao Peng, Ben Liu, Wenjie Xu, Zihao Jiang, Jiahui Zhu, Min Peng:
Deja vu: Contrastive Historical Modeling with Prefix-tuning for Temporal Knowledge Graph Reasoning. NAACL-HLT (Findings) 2024: 1178-1191 - [c3]Ben Liu, Miao Peng, Wenjie Xu, Xu Jia, Min Peng:
UniLP: Unified Topology-aware Generative Framework for Link Prediction in Knowledge Graph. WWW 2024: 2170-2180 - [i4]Miao Peng, Ben Liu, Wenjie Xu, Zihao Jiang, Jiahui Zhu, Min Peng:
Deja vu: Contrastive Historical Modeling with Prefix-tuning for Temporal Knowledge Graph Reasoning. CoRR abs/2404.00051 (2024) - [i3]Ben Liu, Jihai Zhang, Fangquan Lin, Cheng Yang, Min Peng:
Filter-then-Generate: Large Language Models with Structure-Text Adapter for Knowledge Graph Completion. CoRR abs/2412.09094 (2024) - 2023
- [j1]Ben Liu, Miao Peng, Wenjie Xu, Min Peng:
Neighboring relation enhanced inductive knowledge graph link prediction via meta-learning. World Wide Web (WWW) 26(5): 2909-2930 (2023) - [c2]Wenjie Xu, Ben Liu, Miao Peng, Xu Jia, Min Peng:
Pre-trained Language Model with Prompts for Temporal Knowledge Graph Completion. ACL (Findings) 2023: 7790-7803 - [i2]Wenjie Xu, Ben Liu, Miao Peng, Xu Jia, Min Peng:
Pre-trained Language Model with Prompts for Temporal Knowledge Graph Completion. CoRR abs/2305.07912 (2023) - 2022
- [c1]Miao Peng, Ben Liu, Qianqian Xie, Wenjie Xu, Hua Wang, Min Peng:
SMiLE: Schema-augmented Multi-level Contrastive Learning for Knowledge Graph Link Prediction. EMNLP (Findings) 2022: 4165-4177 - [i1]Miao Peng, Ben Liu, Qianqian Xie, Wenjie Xu, Hua Wang, Min Peng:
SMiLE: Schema-augmented Multi-level Contrastive Learning for Knowledge Graph Link Prediction. CoRR abs/2210.04870 (2022)
Coauthor Index
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