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2020 – today
- 2026
[c5]Jialiang Wang
, Hanmo Liu, Shimin Di, Zhili Wang, Jiachuan Wang, Lei Chen, Xiaofang Zhou:
Proficient Graph Neural Network Design by Accumulating Knowledge on Large Language Models. WSDM 2026: 681-691- [i8]Jialiang Wang, Shengxiang Xu, Hanmo Liu, Jiachuan Wang, Yuyu Luo, Shimin Di, Min-Ling Zhang, Lei Chen:
Learning to Compose for Cross-domain Agentic Workflow Generation. CoRR abs/2602.11114 (2026) - [i7]Peiyan Zhang, Hanmo Liu, Chengxuan Tong, Yuxia Wu, Wei Guo, Yong Liu:
ReCast: Recasting Learning Signals for Reinforcement Learning in Generative Recommendation. CoRR abs/2604.22169 (2026) - 2025
- [j2]Haoyang Li, Yuming Xu, Yiming Li, Hanmo Liu, Darian Li, Chen Jason Zhang, Lei Chen, Qing Li:
When Speed meets Accuracy: an Efficient and Effective Graph Model for Temporal Link Prediction. Proc. VLDB Endow. 18(10): 3396-3405 (2025) - [c4]Zhifeng Jia, Hanmo Liu, Haoyang Li, Lei Chen:
SIT: Selective Incremental Training for Dynamic Knowledge Graph Embedding. ICDE 2025: 1607-1621 - [c3]Hanmo Liu, Shimin Di, Jialiang Wang, Zhili Wang, Jiachuan Wang, Xiaofang Zhou, Lei Chen:
Structuring Benchmark into Knowledge Graphs to Assist Large Language Models in Retrieving and Designing Models. ICLR 2025 - [c2]Hanmo Liu, Shimin Di, Haoyang Li, Xun Jian, Yue Wang, Lei Chen:
A Selective Learning Method for Temporal Graph Continual Learning. ICML 2025 - [i6]Hanmo Liu, Shimin Di, Haoyang Li, Xun Jian, Yue Wang, Lei Chen:
A Selective Learning Method for Temporal Graph Continual Learning. CoRR abs/2503.01580 (2025) - [i5]Hanmo Liu, Kayleen Smith, Zimu Yang, Mark Yim:
Real-time Two-tape Control System in Vine robots. CoRR abs/2505.00969 (2025) - [i4]Haoyang Li, Yuming Xu, Yiming Li, Hanmo Liu, Darian Li, Chen Jason Zhang, Lei Chen, Qing Li:
When Speed meets Accuracy: an Efficient and Effective Graph Model for Temporal Link Prediction. CoRR abs/2507.13825 (2025) - [i3]Jialiang Wang, Hanmo Liu, Shimin Di, Zhili Wang, Jiachuan Wang, Lei Chen, Xiaofang Zhou:
Beyond Model Base Selection: Weaving Knowledge to Master Fine-grained Neural Network Design. CoRR abs/2507.15336 (2025) - [i2]Shengxiang Xu, Jiayi Zhang, Shimin Di, Yuyu Luo, Liang Yao, Hanmo Liu, Jia Zhu, Fan Liu, Min-Ling Zhang:
RobustFlow: Towards Robust Agentic Workflow Generation. CoRR abs/2509.21834 (2025) - 2024
- [c1]Hanmo Liu, Shimin Di, Haoyang Li, Shuangyin Li, Lei Chen, Xiaofang Zhou:
Effective Data Selection and Replay for Unsupervised Continual Learning. ICDE 2024: 1449-1463 - [i1]Jialiang Wang, Shimin Di, Hanmo Liu, Zhili Wang, Jiachuan Wang, Lei Chen, Xiaofang Zhou:
Computation-friendly Graph Neural Network Design by Accumulating Knowledge on Large Language Models. CoRR abs/2408.06717 (2024) - 2023
- [j1]Hanmo Liu, Shimin Di, Lei Chen:
Incremental Tabular Learning on Heterogeneous Feature Space. Proc. ACM Manag. Data 1(1): 18:1-18:18 (2023)
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