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ORCIDMinghe Yu 0001
Person information
- affiliation: Northeastern University, Software College, Shenyang, China
- affiliation (PhD 2018): Tsinghua University, Department of Computer Science, Beijing, China
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2020 – today
- 2025
[j14]Xue He
, Xue Geng, Tiancheng Zhang, Minghe Yu, Min Wu, Ge Yu, Yuhai Zhao:
A probabilistic optimizer for binary neural networks. Neurocomputing 648: 130297 (2025)- [j13]Fan Li, Tiancheng Zhang, Yifang Yin, Di Fan, Minghe Yu, Ge Yu:
A Survey of Static and Temporal Explainable Methods and Their Applications in Knowledge Tracing. J. Comput. Sci. Technol. 40(4): 1022-1045 (2025) - [j12]Minghe Yu, Yun Zhang, Jintong Sun, Min Huang, Tiancheng Zhang, Ge Yu:
HG-SCC: A Subgraph-Aware Convolutional Few-Shot Classification Method on Heterogeneous Graphs. IEEE Trans. Knowl. Data Eng. 37(4): 1871-1884 (2025) - [c16]Yun Zhang, Xue Geng, Lizi Liao, Jintong Sun, Minghe Yu, Ge Yu:
MeMoTune: A Measure and Moment-Driven Fine-Tuning Framework for Quantized Large Language Models. ACL (Findings) 2025: 4036-4050 - [c15]Fan Li, Tiancheng Zhang, Yifang Yin, Minghe Yu, Mengxiang Wang, Ge Yu:
Priority Guided Explanation for Knowledge Tracing with Dual Ranking and Similarity Consistency. IJCAI 2025: 430-438 - [c14]Weiqing Yang, Hanbin Wang, Zhenghao Liu, Xinze Li, Yukun Yan, Shuo Wang, Yu Gu, Minghe Yu, Zhiyuan Liu, Ge Yu:
COAST: Enhancing the Code Debugging Ability of LLMs through Communicative Agent Based Data Synthesis. NAACL (Findings) 2025: 2570-2585 - [c13]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 - [i9]Chunyi Peng, Zhipeng Xu, Zhenghao Liu, Yishan Li, Yukun Yan, Shuo Wang, Zhiyuan Liu, Yu Gu, Minghe Yu, Ge Yu, Maosong Sun:
Learning to Route Queries Across Knowledge Bases for Step-wise Retrieval-Augmented Reasoning. CoRR abs/2505.22095 (2025) - [i8]Zhuoyang Wu, Xinze Li, Zhenghao Liu, Yukun Yan, Zhiyuan Liu, Minghe Yu, Cheng Yang, Yu Gu, Ge Yu, Maosong Sun:
EULER: Enhancing the Reasoning Ability of Large Language Models through Error-Induced Learning. CoRR abs/2505.22131 (2025) - [i7]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) - [i6]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) - [i5]Shuliang Liu, Zhipeng Xu, Zhenghao Liu, Yukun Yan, Minghe Yu, Yu Gu, Chong Chen, Huiyuan Xie, Ge Yu:
Mitigating Judgment Preference Bias in Large Language Models through Group-Based Polling. CoRR abs/2510.08145 (2025) - [i4]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
- [j11]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) - [j10]Songran Liu, Xu Jiang, Nan Guan, Zilong Wang, Minghe Yu, Wang Yi:
RTeX: An Efficient and Timing-Predictable Multithreaded Executor for ROS 2. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43(9): 2578-2591 (2024) - [c12]Bohan Zhang, Mo Chen, Jing Chen, Minghe Yu, Zhenghao Liu, Bin Xu, Ge Yu:
MMPDRec: A Denoising Model for Knowledge Concepts Recommendation Using Metapaths. WISA 2024: 65-77 - [c11]Jing Chen, Yu Zhang, Bohan Zhang, Zhenghao Liu, Minghe Yu, Bin Xu, Ge Yu:
Knowledge-Aware Self-supervised Educational Resources Recommendation. WISA 2024: 524-535 - [c10]Jiajun Cui, Minghe Yu, Bo Jiang, Aimin Zhou, Jianyong Wang, Wei Zhang:
Interpretable Knowledge Tracing via Response Influence-based Counterfactual Reasoning. ICDE 2024: 1103-1116 - [i3]Weiqing Yang, Hanbin Wang, Zhenghao Liu, Xinze Li, Yukun Yan, Shuo Wang, Yu Gu, Minghe Yu, Zhiyuan Liu, Ge Yu:
Enhancing the Code Debugging Ability of LLMs via Communicative Agent Based Data Refinement. CoRR abs/2408.05006 (2024) - 2023
- [j9]Yijia Zhang, Tiancheng Zhang, Peng Xie, Minghe Yu, Ge Yu:
BEM-SM: A BERT-Encoder Model with Symmetry Supervision Module for Solving Math Word Problem. Symmetry 15(4): 916 (2023) - [j8]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) - [c9]Yun Zhang, Minghe Yu, Jintong Sun, Tiancheng Zhang, Ge Yu:
MG-CR: Factor Memory Network and Graph Neural Network Based Personalized Course Recommendation. DASFAA (2) 2023: 547-562 - [i2]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) - [i1]Jiajun Cui, Minghe Yu, Bo Jiang, Aimin Zhou, Jianyong Wang, Wei Zhang:
Interpretable Knowledge Tracing via Response Influence-based Counterfactual Reasoning. CoRR abs/2312.10045 (2023) - 2022
- [j7]Xue He, Tiancheng Zhang, Minghe Yu, Ge Yu, Yuhai Zhao:
An Extensible Heterogeneous Network Embedding Framework for Knowledge Tracing. Int. J. Softw. Informatics 12(4): 501-515 (2022) - [j6]Yun Zhang, Minghe Yu, Tiancheng Zhang, Ge Yu:
Semantic enhanced Top-k similarity search on weighted HIN. Neural Comput. Appl. 34(19): 16911-16927 (2022) - 2021
- [j5]Minghe Yu, Chengliang Chai, Ge Yu:
A Tree-Based Indexing Approach for Diverse Textual Similarity Search. IEEE Access 9: 8866-8876 (2021) - [c8]Hui Cai, Tiancheng Zhang, Xianghui Sun, Minghe Yu, Ge Yu:
Graph-Encoder and Multi-decoders Solution Framework with Multi-attention. WISA 2021: 668-679 - 2020
- [c7]Minghe Yu, Yun Zhang, Tiancheng Zhang, Ge Yu:
Semantic Enhanced Top-k Similarity Search on Heterogeneous Information Networks. DASFAA (3) 2020: 104-119
2010 – 2019
- 2019
- [c6]Heng Guan, Huimin Liu, Minghe Yu, Zhibin Zhao:
Research and Implementation of Vehicle Tracking Algorithm Based on Multi-Feature Fusion. WISA 2019: 72-78 - [c5]Jun Pang, Minghe Yu, Yu Gu:
Efficient Large-Scale Multi-graph Similarity Search Using MapReduce. WISA 2019: 213-225 - [c4]Yongqi Wu, Zhichao Zhou, Lan Yao, Minghe Yu, Yongming Yan:
Research and Implementation of Anti-occlusion Algorithm for Vehicle Detection in Video Data. WISA 2019: 251-256 - 2017
- [j4]Minghe Yu, Jin Wang, Guoliang Li, Yong Zhang, Dong Deng, Jianhua Feng:
A unified framework for string similarity search with edit-distance constraint. VLDB J. 26(2): 249-274 (2017) - 2016
- [j3]Minghe Yu, Guoliang Li, Dong Deng, Jianhua Feng:
String similarity search and join: a survey. Frontiers Comput. Sci. 10(3): 399-417 (2016) - 2015
- [j2]Minghe Yu, Guoliang Li, Ting Wang, Jianhua Feng, Zhiguo Gong:
Efficient Filtering Algorithms for Location-Aware Publish/Subscribe. IEEE Trans. Knowl. Data Eng. 27(4): 950-963 (2015) - [c3]Minghe Yu, Guoliang Li, Jianhua Feng:
A Cost-based Method for Location-Aware Publish/Subscribe Services. CIKM 2015: 693-702 - 2014
- [j1]Wenbo Tao, Minghe Yu, Guoliang Li:
Efficient Top-K SimRank-based Similarity Join. Proc. VLDB Endow. 8(3): 317-328 (2014) - [c2]Minghe Yu:
Entity linking on graph data. WWW (Companion Volume) 2014: 21-26 - 2012
- [c1]Bin Wang, Minghe Yu, Xiaochun Yang, Guoren Wang:
Answering Multiple Queries in Compressed Texts. WISA 2012: 61-66
Coauthor Index
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