I’m currently a first-year Ph.D. student in Data Science and Analytics (DSA) at The Hong Kong University of Science and Technology (Guangzhou), advised by Prof. Jia Li. Before that, I recieved my Master degree from school of Computer Science at Wuhan University in 2024, advised by Prof. Min Peng, and I recieved my Bachelor degree from Software College of Northeastern University in 2021.

My research interest lies in LLM Reasoning and Knowledge Graph. Currently, my work also focus on exploring Knowledge-intensive LLMs and Knowledge Editing.

🔥 News

• 2025.05:  🎉🎉🎉 Three papers are accepted to ACL 2025 (1 Main, 2 Findings).
• 2025.05:  🎉 One paper is accepted to KDD 2025 (Research Track).
• 2024.03:  🎉 One paper is accepted to NAACL 2024 Findings.
• 2024.01:  🎉 One paper is accepted to WWW 2024.
• 2023.05:  🎉 One paper is accepted to ACL 2023 Findings.
• 2023.03:  🎉 One paper is accepted to World Wide Web Journal.
• 2022.10:  🎉 One paper is accepted to EMNLP 2022 Findings.
• 2022.09:   Achieved Top 1% rank in ICDM 2022 & Alibaba Tianchi Competition.

📝 Publications

(* = Equal Contribution)

• KDD 2025 Rewarding Graph Reasoning Process makes LLMs more Generalized Reasoners
  Miao Peng*, Nuo Chen*, Zongrui Suo, Jia Li
• ACL 2025 Main How does Misinformation Affect Large Language Model Behaviors and Preferences?
  Miao Peng, Nuo Chen, Jianheng Tang, Jia Li
  
• ACL 2025 Findings RelEdit: Evaluating Conceptual Knowledge Editing in Language Models via Relational Reasoning
  Yifan Niu*, Miao Peng*, Nuo Chen, Yatao Bian, Tingyang Xu, Jia Li
• ACL 2025 Findings Towards Explainable Temporal Reasoning in Large Language Models: A Structure-Aware Generative Framework
  Zihao Jiang, Ben Liu, Miao Peng, Wenjie Xu, Yao Xiao, Zhenyan Shan, Min Peng
• NAACL 2024 Findings Deja vu: Contrastive Historical Modeling with Prefix-tuning for Temporal Knowledge Graph Reasoning
  Miao Peng*, Ben Liu*, Wenjie Xu, Zihao Jiang, Jiahui Zhu, Min Peng
• WWW 2024 UniLP: Unified Topology-aware Generative Framework for Link Prediction in Knowledge Graph
  Ben Liu, Miao Peng, Wenjie Xu, Xu Jia, Min Peng
• ACL 2023 Findings Pre-trained Language Model with Prompts for Temporal Knowledge Graph Completion
  Wenjie Xu, Ben Liu, Miao Peng, Xu Jia, Min Peng
• WWWJ 2023 Neighboring relation enhanced inductive knowledge graph link prediction via meta-learning
  Ben Liu, Miao Peng, Wenjie Xu, Min Peng
• EMNLP 2022 Findings SMiLE: Schema-augmented Multi-level Contrastive Learning for Knowledge Graph Link Prediction
  Miao Peng, Ben Liu, Qianqian Xie, Wenjie Xu, Hua Wang, Min Peng

🎖 Honors and Awards

• 2024.06 Outstanding Graduates of WHU
• 2023.10 Tencent Special Scholarship
• 2022.09 Top 1% (6/2057) in Alibaba Tianchi Competition “Risk Commodities Detection on Large-Scale E-commerce Graphs”
• 2022-2023 Outstanding Student Scholarship of WHU
• 2022-2023 Merit student of WHU
• 2021.06 Outstanding Graduates of NEU
• 2018-2021 Outstanding Student Scholarship of NEU
• 2018-2021 Merit student of NEU

📖 Educations

• 2024.09 - Now, Ph.D., Data Science and Analytics, The Hong Kong University of Science and Technology (Guangzhou).
• 2021.09 - 2024.06, Master, Computer Science and Technology, Wuhan University.
• 2017.09 - 2021.06, Undergraduate, Software Engineering, Northeastern University.

✏️ Professional Services

• Peer Reviewer: EMNLP, NAACL, TNNLS, CCL, ACL
• Academic Conferences: EMNLP 2022, CCKS 2022, CCL 2023, NAACL 2024