About Me
I am currently a Visiting Research Student at the Big Data Institute (BDI) Lab, The Hong Kong University of Science and Technology (Guangzhou) (HKUST GZ), supervised by Prof. Yongqi Zhang. I am also a final-year undergraduate student at the Graph Data Intelligence (GDI) Lab, Beijing Institute of Technology (BIT), supervised by Prof. Rong-Hua Li. My research interests lie in Large Language Models and Data Mining.
Currently, I am working as a Research Intern at Tencent Yuanbao (CSIG) in the Multimodal Algorithm Group, where I focus on Multimodal RAG and agentic multimodal reasoning. I will begin my Ph.D. in Fall 2026. I am available only for internships in Shenzhen during my first Ph.D. year, and open to internships without location restrictions from the second year onward.
If you have internship opportunities related to Agentic (M)LLMs, please feel free to reach out to me via email!
Email: enjundu.cs@gmail.com
- [Apr. 2026] SemDiff accepted by IEEE Transactions on Knowledge and Data Engineering (CCF-A) , thanks to all co-authors!
- [Mar. 2026] RED-GNN accepted by Artificial Intelligence Journal (CCF-A) , thanks to all co-authors!
- [Mar. 2026] CaDDiSR accepted by ACM Transactions on Intelligent Systems and Technology (TIST) , thanks to all co-authors!
- [Mar. 2026] GraphScholar accepted by ICLR 2026 Workshop on AI for Mechanism Design and Strategic Decision Making, thanks to all co-authors!
- [Jan. 2026]
I now have a little kitten named
Xiao Zhen
(meaning “my little treasure”) 🐱✨
Welcome home, Du Xiao Zhen ₍˄·͈༝·͈˄*₎◞
- [Nov. 2025] GraphOracle accepted at AAAI 2026 as an Oral presentation. See you in Singapore!
- [Sep. 2025--present] I'm now keeping a healthy work-life balance. Please reach out to me only during working hours :)
- [Nov. 2025] I received the Outstanding Student Model Award from Beijing Institute of Technology (the only one in the college)!
- [Oct. 2025] Honored to receive the National Scholarship of China, awarded to the top 0.2% of university students nationwide!
- [Sep. 2025] I received the First-Class Scholarship from Beijing Institute of Technology!
- [Sep. 2025] BHSBR accepted by IEEE Transactions on Big Data, thanks to all co-authors!
- [Sep. 2025] I will join Tencent CSIG in Oct. 2025 for a one-year research internship, based in Tencent Headquarters Tower Shenzhen. Looking forward to doing some interesting work!
- [Sep. 2025] GraphMaster accepted at NeurIPS 2025 Spotlight. See you in San Diego, USA!
- [Sep. 2025] I am honored to start a relationship with a talented lady. Grateful to fate for bringing us together!
- [Sep. 2025] I will attend EMNLP 2025 in Suzhou and give an oral presentation of our paper Mixture of Length and Pruning Experts for Knowledge Graphs Reasoning (MoKGR). Looking forward to meeting everyone!
- [Aug. 2025] I am actively seeking Ph.D. opportunities for Fall 2026 admission, especially in the areas of Graph for LLM, LLM Reasoning, and Multi-Modal Data-Mining. Please feel free to reach out if you are interested in potential collaboration or supervision!
- [Aug. 2025] MoKGR accepted at EMNLP 2025 main conference, thanks to Prof. Zhang for the guidance. See you in Suzhou!
- [Aug. 2025] I will attend IJCAI 2025 in Guangzhou and give an oral presentation of our paper ADC-GS: Anchor-Driven Deformable and Compressed Gaussian Splatting for Dynamic Scene Reconstruction. Looking forward to meeting everyone!
- [Jun. 2025] Officially joined The Hong Kong University of Science and Technology (Guangzhou) as a Visiting Research Student until July 1, 2026. Looking forward to meet more with HKUST(GZ) peers!
- [Mar. 2025] S2A accepted at CVPR 2025 Workshop, thanks to my co-authors!
- [Feb. 2025] I received the First-Class Scholarship from Beijing Institute of Technology!
- [Nov. 2024] DSVC accepted by IEEE TCSS, thanks to all co-authors!
- [Oct. 2024] I received the Outstanding Student Award from Beijing Institute of Technology!
- [Sep. 2024] I received the Second-Class Scholarship from Beijing Institute of Technology!
- [Feb. 2024] I received the Second-Class Scholarship from Beijing Institute of Technology!
- [Oct. 2023] I received the Outstanding Student Award from Beijing Institute of Technology!
- [Sep. 2023] I received the Outstanding Student Leader Award from Beijing Institute of Technology!
- [Feb. 2023] I received the Second-Class Scholarship from Beijing Institute of Technology!
- Graph for LLM
- LLM Reasoning
- Data-Mining
The Hong Kong University of Science and Technology
Visiting Student
Beijing Institute of Technology
Bachelor of Cyberspace Science and Technology
My current research interests are:
Large Language Model: LLM Application, (M)LLM Reasoning, Retrieval augmented generation, RL-LLM
Data Mining: Data-Centric AI, Knowledge Graph Reasoning Here are some of my research works.
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Mar 8, 2026
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Feb 8, 2026
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Oct 5, 2025
Abstract Knowledge graph reasoning in the fully-inductive setting — where both entities and relations at test time are unseen during training — remains an open challenge. We introduce GraphOracle, a novel framework that transforms each knowledge graph into a Relation-Dependency Graph (RDG) encoding directed precedence links between relations. A multi-head attention mechanism produces context-aware relation embeddings that guide inductive message passing over the original KG. Experiments on 60 benchmarks show up to 25% improvement in fully-inductive and 28% in cross-domain scenarios.
Mar 25, 2025
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Mar 25, 2025
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Mar 14, 2025
- Journals: ACM TIST, IEEE TCSS
- Conferences: ACL Rolling Review, ICML, NeurIPS, AAAI, ICLR
Experience
Tencent Company
Research Intern
Education
The Hong Kong University of Science and Technology
Visiting StudentSupervised by Prof.Yongqi ZhangBeijing Institute of Technology
Bachelor of Cyberspace Science and TechnologyGPA: 92.7/100, Rank: 1%Read Thesis
Research Assistant in Ronghua Li’s Lab, supervised by Prof.Ronghua Li and Dr.Xunkai Li from November 2024 to present.
Research Intern in Zhida Qin’s Lab, supervised by Prof.Zhida Qin form September 2023 to December 2025.
China’s National Scholarship
Two Times first-class scholarship for outstanding students of Beijing Institute of Technology
Three times won the second-class scholarship for outstanding students of Beijing Institute of Technology
First and Second Prizes in Asia-Pacific Mathematical Modeling International
International Second Prize in ISCC: Information Security and Countermeasures Contest
I genuinely believe that meaningful progress in academia stems from open dialogue and thoughtful debate. If you have any questions about my research–or if you’ve previously contacted me through GitHub issues and haven’t received a response–please feel free to reach out via email. I’m always happy to chat, collaborate, or offer assistance where I can.
Throughout my academic journey, I’ve been fortunate to receive support and inspiration from many generous people. I’m always eager to give back to the community and engage with others passionate about learning and discovery.
That said, I’m not interested in discussions centered around citation counts, publication metrics, or quantitative comparisons between individuals. If your outreach is primarily motivated by such metrics, I kindly ask that you refrain from contacting me. I’m most interested in conversations about meaningful problems, creative solutions, and insightful ideas.
Preferred Email:
Optional Email:
Please avoid contacting me at enjun_du@bit.edu.cn, as I will no longer have access to this address.