Dongying Lin (林东迎)
Lin Dongying

About

I am a second-year M.S. student in Artificial Intelligence at Northeastern University, jointly advised by Prof. Xiaochun Yang and Lecturer Yinan Liu. Previously, I received my bachelor degree from Guangdong University of Technology in 2024. If you are interested in collaborating with me or want to have a chat, please feel free to contact me through e-mail.

My research interests include large language models and knowledge graphs. I am especially interested in Effective AI, DB + AI, and LLM Agents.

I am actively seeking a PhD position for Fall 2027.

News

  • 2026.08

    CoSC was accepted to ISWC 2026 Poster (CCF B).

  • 2026.08

    Three papers were accepted to WISE 2026 (CCF B).

  • 2026.07

    One paper was submitted to AAAI 2027 (CCF A).

  • 2026.05

    OntoTKGE entered the revision stage at VLDB 2026 (CCF A).

  • 2026.04

    JCQL was accepted to ACL 2026 Main Conference (CCF A).

  • 2025.01

    ETRQA was accepted to ACL 2025 Findings (CCF A).

  • 2022.11

    WLLP was accepted to Frontiers in Microbiology (JCR Q1).

📚 Publications

† Equal contribution, * Corresponding author.

Framework of OntoTKGE

OntoTKGE: Ontology-Enhanced Temporal Knowledge Graph Extrapolation

Dongying Lin†, Yinan Liu†, Shengwei Tang, Bin Wang, Xiaochun Yang*

The 53rd International Conference on Very Large Data Bases (VLDB), 2027, Revision

Model overview of JCQL

Joint Knowledge Base Completion and Question Answering by Combining Large Language Models and Small Language Models

Yinan Liu†*, Dongying Lin†, Sigang Luo, Xiaochun Yang*, Bin Wang

The 64th Annual Meeting of the Association for Computational Linguistics (ACL), 2026

Framework of HTrie

Anonymous Submission

Dongying Lin, Yinan Liu*, Jingyan Xie, Shengwei Tang, Zihan Zhou, Bin Wang, Xiaochun Yang

Submitted to The 41st Annual AAAI Conference on Artificial Intelligence (AAAI), 2027

Framework of CoSC

LLM-Based Knowledge Graph Completion Combining Discrete Structural Coding with Similar Entity Information

Jiaqi Wang†, Dongying Lin†, Yinan Liu*

The 25th International Semantic Web Conference (ISWC), 2026

Framework of PAST

PAST: Prefix-Aware Semantic ID Generation for Temporal Knowledge Graph Extrapolation

Shengwei Tang†, Dongying Lin†, Yinan Liu*, Jingyan Xie, Junyi Xiao, Zihan Zhou, Bin Wang, Xiaochun Yang

The 27th International Conference on Web Information Systems Engineering (WISE), 2026

Framework of GLACheck

GLACheck: Multi-Granularity Cross-Graph Representation Learning for Grounded Long-Document Fact-Checking

Chenchen Li, Yinan Liu, Xiaochun Yang, Lei Yang, Xufeng Wang, Dongying Lin, Zihan Zhou, Yubin Bao, Bin Wang*, Jingang Yu

The 27th International Conference on Web Information Systems Engineering (WISE), 2026

Framework of streaming multimodal event coreference resolution

Streaming Multimodal Event Coreference Resolution across Documents

Ziyang Zhang, Yinan Liu*, Boyi Xue, Dongying Lin, Zihan Zhou, Bin Wang, Xiaochun Yang

The 27th International Conference on Web Information Systems Engineering (WISE), 2026

ETRQA: A Comprehensive Benchmark for Evaluating Event Temporal Reasoning Abilities of Large Language Models

Sigang Luo*, Yinan Liu†, Dongying Lin, Yingying Zhai*, Bin Wang, Xiaochun Yang, Junpeng Liu

Findings of the 63rd Annual Meeting of the Association for Computational Linguistics (ACL Findings), 2025

WLLP: A Weighted Reconstruction-Based Linear Label Propagation Algorithm for Predicting Potential Therapeutic Agents for COVID-19

Langcheng Chen, Dongying Lin, Haojie Xu, Jianming Li, Lieqing Lin*

Frontiers in Microbiology, 2022

🎓Education

Northeastern University

Sep. 2024 - Present

M.S. in Artificial Intelligence

Guangdong University of Technology

Sep. 2020 - Jun. 2024

B.S. in Computer Science and Technology

🖥️Work Experience

Institute of Computing Technology, Chinese Academy of Sciences (ICT, CAS)

May 2023 - Aug. 2023, Research Intern. Mentor: Mingyu Yan.