Minghe Yu

Orcid: 0000-0002-0287-8867

Affiliations:

Northeastern University, Software College, Shenyang, China
Tsinghua University, Department of Computer Science, Beijing, China (PhD 2018)

According to our database¹, Minghe Yu authored at least 50 papers between 2012 and 2026.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book In proceedings Article PhD thesis Dataset Other

Bibliography

2026

Graph-Anchored Knowledge Indexing for Retrieval-Augmented Generation.

[BibT_eX]

[DOI]

CoRR, January, 2026

MeLoRA : Probability measures-based low-rank adaptation with Gaussian variational inference.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2026

S²KT: Modeling Uncertainty in Knowledge Tracing via Semantic-aware Structured Gaussian Distributions.

[BibT_eX]

[DOI]

Proceedings of the ACM Web Conference 2026, 2026

Leveraging LLM and Multiscale Knowledge States to Improve Knowledge Tracing in Programming Tasks.

[BibT_eX]

[DOI]

Proceedings of the ACM Web Conference 2026, 2026

DPC-Net: A Decouple-Predict-Correct Framework for Long-Term Time Series Forecasting.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2026

Low-Rank Guided Attention with Wavelet Augmentation for Sequential Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2026

2025

MSC-180: A Benchmark for Automated Formal Theorem Proving from Mathematical Subject Classification.

[BibT_eX]

[DOI]

CoRR, December, 2025

Mitigating Judgment Preference Bias in Large Language Models through Group-Based Polling.

[BibT_eX]

[DOI]

CoRR, October, 2025

Advancing Knowledge Tracing by Exploring Follow-up Performance Trends.

[BibT_eX]

[DOI]

CoRR, August, 2025

Automated Formalization via Conceptual Retrieval-Augmented LLMs.

[BibT_eX]

[DOI]

CoRR, August, 2025

A Survey of Static and Temporal Explainable Methods and Their Applications in Knowledge Tracing.

[BibT_eX]

[DOI]

J. Comput. Sci. Technol., July, 2025

EULER: Enhancing the Reasoning Ability of Large Language Models through Error-Induced Learning.

[BibT_eX]

[DOI]

CoRR, May, 2025

Learning to Route Queries Across Knowledge Bases for Step-wise Retrieval-Augmented Reasoning.

[BibT_eX]

[DOI]

CoRR, May, 2025

HG-SCC: A Subgraph-Aware Convolutional Few-Shot Classification Method on Heterogeneous Graphs.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., April, 2025

A probabilistic optimizer for binary neural networks.

[BibT_eX]

[DOI]

Neurocomputing, 2025

RAG-KT: Retrieval Augmented Generation Based Difficulty Estimation for Knowledge Tracing.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems Engineering - WISE 2025, 2025

Leveraging Student Profiles and the Mamba Framework to Enhance Knowledge Tracing.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2025

COAST: Enhancing the Code Debugging Ability of LLMs through Communicative Agent Based Data Synthesis.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2025, Albuquerque, New Mexico, USA, April 29, 2025

Priority Guided Explanation for Knowledge Tracing with Dual Ranking and Similarity Consistency.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

Dual RAG: An Effective Graph-Based RAG Framework with Adaptively Integrating Knowledge Graphs and Chunks.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Big Data, 2025

Secure Sharing of Health Data Based on Crosschain: Secure and Available System.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

Fetan: Enhancing Few-Shot Classification on Text-Attributed Graphs with In-Context Learning of LLMs.

[BibT_eX]

[DOI]

Proceedings of the Web and Big Data - 9th International Joint Conference, 2025

zkHARPS: A Decentralized Method for Cross-Chain Identity Aggregation and Privacy Proof.

[BibT_eX]

[DOI]

Proceedings of the Web and Big Data - 9th International Joint Conference, 2025

MeMoTune: A Measure and Moment-Driven Fine-Tuning Framework for Quantized Large Language Models.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics, 2025

Adapting Language Models to Text Matching Based Recommendation Systems.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems and Applications, 2025

MSAE-SQL: A Multi-layer Semantic-Aware Enhanced NL2SQL Model.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems and Applications, 2025

2024

RTeX: An Efficient and Timing-Predictable Multithreaded Executor for ROS 2.

[BibT_eX]

[DOI]

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., September, 2024

A probabilistic generative model for tracking multi-knowledge concept mastery probability.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., June, 2024

Enhancing the Code Debugging Ability of LLMs via Communicative Agent Based Data Refinement.

[BibT_eX]

[DOI]

CoRR, 2024

Interpretable Knowledge Tracing via Response Influence-based Counterfactual Reasoning.

[BibT_eX]

[DOI]

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

MMPDRec: A Denoising Model for Knowledge Concepts Recommendation Using Metapaths.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems and Applications, 2024

Knowledge-Aware Self-supervised Educational Resources Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems and Applications, 2024

2023

A subspace constraint based approach for fast hierarchical graph embedding.

[BibT_eX]

[DOI]

World Wide Web (WWW), September, 2023

BEM-SM: A BERT-Encoder Model with Symmetry Supervision Module for Solving Math Word Problem.

[BibT_eX]

[DOI]

Symmetry, March, 2023

MG-CR: Factor Memory Network and Graph Neural Network Based Personalized Course Recommendation.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2023

2022

Semantic enhanced Top-k similarity search on weighted HIN.

[BibT_eX]

[DOI]

Neural Comput. Appl., 2022

An Extensible Heterogeneous Network Embedding Framework for Knowledge Tracing.

[BibT_eX]

[DOI]

Int. J. Softw. Informatics, 2022

2021

A Tree-Based Indexing Approach for Diverse Textual Similarity Search.

[BibT_eX]

[DOI]

Minghe Yu

Chengliang Chai

Ge Yu

IEEE Access, 2021

Graph-Encoder and Multi-decoders Solution Framework with Multi-attention.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems and Applications, 2021

2020

Semantic Enhanced Top-k Similarity Search on Heterogeneous Information Networks.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2020

2019

Research and Implementation of Anti-occlusion Algorithm for Vehicle Detection in Video Data.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems and Applications, 2019

Efficient Large-Scale Multi-graph Similarity Search Using MapReduce.

[BibT_eX]

[DOI]

Jun Pang

Minghe Yu

Yu Gu

Proceedings of the Web Information Systems and Applications, 2019

Research and Implementation of Vehicle Tracking Algorithm Based on Multi-Feature Fusion.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems and Applications, 2019

2017

A unified framework for string similarity search with edit-distance constraint.

[BibT_eX]

[DOI]

VLDB J., 2017

2016

String similarity search and join: a survey.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2016

2015

Efficient Filtering Algorithms for Location-Aware Publish/Subscribe.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2015

A Cost-based Method for Location-Aware Publish/Subscribe Services.

[BibT_eX]

[DOI]

Minghe Yu

Guoliang Li

Jianhua Feng

Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

2014

Efficient Top-K SimRank-based Similarity Join.

[BibT_eX]

[DOI]

Wenbo Tao

Minghe Yu

Guoliang Li

Proc. VLDB Endow., 2014

Entity linking on graph data.

[BibT_eX]

[DOI]

Minghe Yu

Proceedings of the 23rd International World Wide Web Conference, 2014

2012

Answering Multiple Queries in Compressed Texts.

[BibT_eX]

[DOI]

Proceedings of the Ninth Web Information Systems and Applications Conference, 2012

Minghe Yu

Timeline

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