My name is Jun Yin. Currently, I am a Master Student in the Department of Computer Science at Central South University under the supervision of Professor Senzhang Wang. I received my Bachelor degree in Computer Science from Central South University in 2022. From 2022 to present, I study in BigData 4 Urban Intelligence Lab lead by Professor Senzhang Wang. From December 2022 to June 2023, I was a Remote Research Intern at Microsoft Research Asia supervised by Senoir Researcher Chaozhuo Li and focused on graph neural networks (GNN) explanation methods. From October 2023 to February 2025, I work as a Research Intern at Microsoft AI, focusing on LLM-based generative recommender system.
My main research interests lie in
- Large Language Model, Recommender Systems
- Graph Neural Networks, GNN Explanation Methods, Interpretable GNNs
📖 Education
- 2022.09 - 2025.06, Master Student in Electronic and Information Engnieering, Central South University, China.
- 2018.09 - 2022.06, Bachelor Student in Computer Science, Central South University, China.
📝 Publication
Unleash LLMs Potential for Sequential Recommendation by Coordinating Dual Dynamic Index Mechanism [CCF-A]
Jun Yin, Zhengxin Zeng, Mingzheng Li, Hao Yan, Chaozhuo Li, Weihao Han, Jianjin Zhang, Ruochen Liu, Hao Sun, Weiwei Deng, Feng Sun, Qi Zhang, Shirui Pan, Senzhang Wang.
Train Once and Explain Everywhere: Pre-training Interpretable Graph Neural Networks [CCF-A]
Jun Yin, Chaozhuo Li, Hao Yan, Jianxun Lian, Senzhang Wang.
V-InFoR: A Robust Graph Neural Networks Explainer for Structurally Corrupted Graphs [CCF-A]
Senzhang Wang, Jun Yin, Chaozhuo Li, Xing Xie, Jianxin Wang.
TKDD 2025Have Our Cake and Eat It: Augmentation Diversity and Semantic Consistency Balanced Graph Contrastive Learning, Hao Yan, Senzhang Wang, Chaozhuo Li, Jun Yin, Philp S. Yu, Jianxin Wang. [CCF-B]WSDM 2025MoKGNN: Boosting Graph Neural Networks via Mixture of Generic and Task-Specific Language Models, Hao Yan, Chaozhuo Li, Jun Yin, Weihao Han, Hao Sun, Senzhang Wang. [CCF-B]NeurIPS 2023A Comprehensive Study on Text-Attributed Graphs: Benchmarking and Rethinking, Hao Yan, Chaozhuo Li, Ruosong Long, Chao Yan, Jianan Zhao, Wenwen Zhuang, Jun Yin, Peiyan Zhang, Weihao Han, Hao Sun, Weiwei Deng, Qi Zhang, Lichao Sun, Xing Xie, Senzhang Wang. [CCF-A]ECML/PKDD 2023Hierarchical Graph Contrastive Learning, Hao Yan, Senzhang Wang, Jun Yin, Chaozhuo Li, Junxing Zhu, Jianxin Wang. [CCF-B]SDM 2023Adversarial Hard Negative Generation for Complementary Graph Contrastive Learning, Senzhang Wang, Hao Yan, Jinlong Du, Jun Yin, Junxing Zhu, Chaozhuo Li, Jianxin Wang. [CCF-B]
💻 Experience
- 2023.10 - 2025.02, Onsite Research Internship, Microsoft STCA, Beijing.
- 2022.12 - 2023.06, Remote Research Internship, Microsoft Research Asia, Beijing.
🔥 News
- 2025.01: 🎉 One paper is accepted by TheWebConf 2025 as an oral
- 2023.09: 🎉 Two papers are accepted by NeurIPS 2023
- 2025.03: 😼 Serve as the reviewer of SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)
- 2025.01: 😼 Serve as the reviewer of IEEE Transactions on Neural Networks and Learning Systems (TNNLS)
- 2024.08: 😼 Serve as the reviewer of International World Wide Web Conference (The WebConf) 2025
- 2024.08: 😼 Serve as the reviewer of International Conference on Learning Representations (ICLR) 2025
- 2025.03: 🐳 Acquire Excellent Master's Graduate of General Higher Education Institutions in Hunan Province, Class of 2025
- 2025.02: 🐳 Acquire Outstanding Master's Graduate of Central South University, Class of 2025
- 2024.10: 🐳 Acquire National Scholarship of CSU
- 2024.10: 🐳 Acquire 2024 Outstanding Student of CSU
- 2024.10: 🐳 Acquire First Academic Scholarship of CSU
- 2024.10: 🐳 Acquire Goodix Scholarship of CSU
- 2025.03: 🤣 Acquire Outstanding Party Member of 2024, Graduate Third Party Branch, School of Computer Science, Central South University
- 2025.01: 🤣 Pass IELTS Test on 29 December, 2024
🎖 Honor and Award
- 2025.03: Excellent Master's Graduate of General Higher Education Institutions in Hunan Province
- 2025.02: Outstanding Master's Graduate of Central South University
- 2024.10: National Scholarship of Central South University
- 2024.10: Outstanding Student of Central South University
- 2024.10: First Academic Scholarship of Central South University
- 2024.10: Goodix Scholarship of Central South University
- 2021.08: Third Prize in Hunan Province Aritificial Interlligence Challenge
☁️ After Research
