I’m currently a second-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.

Currently, my work focus on LLM Pre-training & Reasoning, Long-context Modeling and Knowledge Graph.

🔥 News

2026.04: 🎉 One papers is accepted to ACL 2026 Findings.
2025.12: 🚀 We released the QwenLong-L1.5 Technical Report and model weights, check it here.
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)

ACL 2026 Findings Incentivizing In-depth Reasoning over Long Contexts with Process Advantage Shaping
Miao Peng, Weizhou Shen, Nuo Chen, Chenliang Li, Ming Yan, Jia Li
Technical Report QwenLong-L1.5: Post-Training Recipe for Long-Context Reasoning and Memory Management
Weizhou Shen*, Ziyi Yang*, Chenliang Li*, Zhiyuan Lu, Miao Peng, Huashan Sun, Yingcheng Shi, Shengyi Liao, Shaopeng Lai, Bo Zhang, Dayiheng Liu, Fei Huang, Jingren Zhou, Ming Yan
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: ARR Rolling Review, TNNLS, CCL
Academic Conferences: EMNLP 2022, CCKS 2022, CCL 2023, NAACL 2024, ACL 2025, KDD 2025

💻 Internships