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ORCIDHengyu Liu 0001
Person information
- affiliation: Aalborg University, Department of Computer Science, Department of Computer Science,Aalborg, Denmark
- affiliation: Northeastern University, Shenyang, China
Other persons with the same name
- Hengyu Liu — disambiguation page
- Hengyu Liu 0002
![[0000-0001-9356-7636]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0001-9356-7636")
— Beijing Jiaotong University, Beijing, China - Hengyu Liu 0003 — Wuhan University of Science and Technology, Wuhan, China
- Hengyu Liu 0004 — Hangzhou Normal University, Hangzhou, China
- Hengyu Liu 0005 — Xiamen University, Xiamen, China
- Hengyu Liu 0006 — Electric Power Research Institute of State Grid Liaoning Electric Power Co., Ltd., Shenyang, China
- Hengyu Liu 0007 — Chinese University of Hong Kong, Hong Kong
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2020 – today
- 2026
[j7]Hui Chen, Xuhui Fan, Hengyu Liu, Yaqiong Li, Zhi-Lin Zhao, Feng Zhou, Christopher John Quinn, Longbing Cao:
Federated neural nonparametric point processes. Artif. Intell. 351: 104454 (2026)- 2025
- [j6]Hui Chen, Hengyu Liu, Zhangkai Wu, Xuhui Fan, Longbing Cao:
FedSI: Federated Subnetwork Inference for Efficient Uncertainty Quantification. IEEE Trans. Neural Networks Learn. Syst. 36(9): 16975-16989 (2025) - [c5]Yushuai Li, Hengyu Liu, Torben Bach Pedersen, Yuqiang He, Kim Guldstrand Larsen, Lu Chen, Christian S. Jensen, Jiachen Xu, Tianyi Li:
RobustZero: Enhancing MuZero Reinforcement Learning Robustness to State Perturbations. ICML 2025 - [c4]Mingxing Shao, Tiancheng Zhang, Minghe Yu, Zhenghao Liu, Yifang Yin, Hengyu Liu, Ge Yu:
Leveraging Student Profiles and the Mamba Framework to Enhance Knowledge Tracing. ECML/PKDD (7) 2025: 201-218 - [i16]Tiantian Liu, Hengyu Liu, Tianyi Li, Kristian Torp, Christian S. Jensen:
ACTIVE: Continuous Similarity Search for Vessel Trajectories. CoRR abs/2504.01142 (2025) - [i15]Ke Weng, Lun Du, Sirui Li, Wangyue Lu, Haozhe Sun, Hengyu Liu, Tiancheng Zhang:
Autoformalization in the Era of Large Language Models: A Survey. CoRR abs/2505.23486 (2025) - [i14]Hengyu Liu, Tianyi Li, Yuqiang He, Kristian Torp, Yushuai Li, Christian S. Jensen:
MH-GIN: Multi-scale Heterogeneous Graph-based Imputation Network for AIS Data (Extended Version). CoRR abs/2507.20362 (2025) - [i13]Wangyue Lu, Lun Du, Sirui Li, Ke Weng, Haozhe Sun, Hengyu Liu, Minghe Yu, Tiancheng Zhang, Ge Yu:
Automated Formalization via Conceptual Retrieval-Augmented LLMs. CoRR abs/2508.06931 (2025) - [i12]Hengyu Liu, Yushuai Li, Minghe Yu, Tiancheng Zhang, Ge Yu, Torben Bach Pedersen, Kristian Torp, Christian S. Jensen, Tianyi Li:
Advancing Knowledge Tracing by Exploring Follow-up Performance Trends. CoRR abs/2508.08019 (2025) - [i11]Sirui Li, Wangyue Lu, Xiaorui Shi, Ke Weng, Haozhe Sun, Minghe Yu, Tiancheng Zhang, Ge Yu, Hengyu Liu, Lun Du:
MSC-180: A Benchmark for Automated Formal Theorem Proving from Mathematical Subject Classification. CoRR abs/2512.18256 (2025) - 2024
- [j5]Hengyu Liu, Tiancheng Zhang, Fan Li, Minghe Yu, Ge Yu:
A probabilistic generative model for tracking multi-knowledge concept mastery probability. Frontiers Comput. Sci. 18(3): 183602 (2024) - [i10]Hui Chen, Hengyu Liu, Zhangkai Wu, Xuhui Fan, Longbing Cao:
FedSI: Federated Subnetwork Inference for Efficient Uncertainty Quantification. CoRR abs/2404.15657 (2024) - [i9]Hui Chen, Hengyu Liu, Yaqiong Li, Xuhui Fan, Zhilin Zhao, Feng Zhou, Christopher John Quinn, Longbing Cao:
Federated Neural Nonparametric Point Processes. CoRR abs/2410.05637 (2024) - [i8]Hui Chen, Xuhui Fan, Hengyu Liu, Longbing Cao:
Marked Temporal Bayesian Flow Point Processes. CoRR abs/2410.19512 (2024) - 2023
- [j4]Fan Li, Tiancheng Zhang, Shengjia Cui, Hengyu Liu, Zhibin Ren, Donglin Di, Xiao Wang, Po Zhang, Ge Yu:
A sampling method based on forecasting and combinatorial optimization for high performance A/B testing. Frontiers Comput. Sci. 17(6): 176616 (2023) - [j3]Minghe Yu, Xu Chen, Xinhao Gu, Hengyu Liu, Lun Du:
A subspace constraint based approach for fast hierarchical graph embedding. World Wide Web (WWW) 26(5): 3691-3705 (2023) - [i7]Hengyu Liu, Tiancheng Zhang, Fan Li, Minghe Yu, Ge Yu:
A Probabilistic Generative Model for Tracking Multi-Knowledge Concept Mastery Probability. CoRR abs/2302.08673 (2023) - [i6]Jiayan Guo, Lun Du, Hengyu Liu:
GPT4Graph: Can Large Language Models Understand Graph Structured Data ? An Empirical Evaluation and Benchmarking. CoRR abs/2305.15066 (2023) - [i5]Chongjian Yue, Xinrun Xu, Xiaojun Ma, Lun Du, Hengyu Liu, Zhiming Ding, Yanbing Jiang, Shi Han, Dongmei Zhang:
Leveraging LLMs for KPIs Retrieval from Hybrid Long-Document: A Comprehensive Framework and Dataset. CoRR abs/2305.16344 (2023) - [i4]Hui Chen, Hengyu Liu, Longbing Cao, Tiancheng Zhang:
Bayesian Personalized Federated Learning with Shared and Personalized Uncertainty Representations. CoRR abs/2309.15499 (2023) - 2022
- [c3]Hengyu Liu, Qiang Fu, Lun Du, Tiancheng Zhang, Ge Yu, Shi Han, Dongmei Zhang:
Learning Rate Perturbation: A Generic Plugin of Learning Rate Schedule towards Flatter Local Minima. CIKM 2022: 4234-4238 - [c2]Lun Du, Xiaozhou Shi, Qiang Fu, Xiaojun Ma, Hengyu Liu, Shi Han, Dongmei Zhang:
GBK-GNN: Gated Bi-Kernel Graph Neural Networks for Modeling Both Homophily and Heterophily. WWW 2022: 1550-1558 - [i3]Chongjian Yue, Lun Du, Qiang Fu, Wendong Bi, Hengyu Liu, Yu Gu, Di Yao:
HTGN-BTW: Heterogeneous Temporal Graph Network with Bi-Time-Window Training Strategy for Temporal Link Prediction. CoRR abs/2202.12713 (2022) - [i2]Hengyu Liu, Qiang Fu, Lun Du, Tiancheng Zhang, Ge Yu, Shi Han, Dongmei Zhang:
Learning Rate Perturbation: A Generic Plugin of Learning Rate Schedule towards Flatter Local Minima. CoRR abs/2208.11873 (2022) - 2021
- [j2]Hengyu Liu, Tiancheng Zhang, Fan Li, Yu Gu, Ge Yu:
Tracking Knowledge Structures and Proficiencies of Students With Learning Transfer. IEEE Access 9: 55413-55421 (2021) - [i1]Lun Du, Xiaozhou Shi, Qiang Fu, Hengyu Liu, Shi Han, Dongmei Zhang:
GBK-GNN: Gated Bi-Kernel Graph Neural Networks for Modeling Both Homophily and Heterophily. CoRR abs/2110.15777 (2021)
2010 – 2019
- 2018
- [j1]Xiangguo Zhao, Zhongyu Ma, Boyang Li, Zhen Zhang, Hengyu Liu:
ELM-based convolutional neural networks making move prediction in Go. Soft Comput. 22(11): 3591-3601 (2018) - [c1]Xue He, Tiancheng Zhang, Hengyu Liu, Ge Yu:
An ELM-Based Ensemble Strategy for POI Recommendation. ELM 2018: 292-302
Coauthor Index
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last updated on 2026-01-28 05:03 CET by the dblp team
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