Qian Li

Qian Li 李倩

Research on Multi-modal Knowledge Computing and Satellite Application

Beijing University of Posts and Telecommunications (BUPT)

Beijing, China

li.qian@bupt.edu.cn

Multi-modal LLM Knowledge Graph Satellite Computing

About Me

I am currently at BUPT working in collaboration with Prof. Shangguang Wang (IET Fellow). I received my Ph.D. degree in 2024 from Beihang University (BUAA), my M.S. degree from BUPT in 2019, and my B.S. degree from Central South University (CSU) in 2016. I have published about 30 papers in CCF-A/B papers, including NeurIPS, WWW, IJCAI, ACL, and MM. Google Scholar citations exceed 2,500.

I won the ESI Highly Cited Papers, Best Paper Nomination at CIKM 2022, the IEEE TCCLD 2024 Technical Innovation Award, and First Prize for Scientific and Technological Progress from the State Grid Big Data Center. I also won the Championship at CodaLab Challenge 2022 and CCKS for two consecutive years.

I currently serve as a Young Editorial Board Member for JAICS and BDIA, Area Chair of NeurIPS 2025 and ACL 2025, and Session Chair of IJCAI 2024.

Mentorship Philosophy

我正在寻找自驱力较强的学生、实习生,与王尚广教授共同指导,目标是在多模态大模型、知识计算、遥感影像解译、卫星计算等课题上做出有影响力的工作。 请随时通过电子邮件与我联系。

I am currently seeking self-motivated students and interns to co-supervise with Prof. Shangguang Wang. Our goal is to conduct impactful research in areas such as multimodal LLM, knowledge computing, remote sensing image interpretation, and satellite computing. Please feel free to contact me via email at any time.

Latest News

Jul 08, 2025

🎉🎉🎉 📢 Three Papers Accepted to ACM MM 2025 !!!

Jul 01, 2025

🎉🎉🎉 📢 One Paper Accepted to NN 2025 !!!

Apr 08, 2025

I served as Area Chair on NeurIPS 2025 !

Apr 02, 2025

🎉🎉🎉 📢 Our ACM TNNLS paper awarded ESI Highly Cited Papers !!!

Jan 25, 2025

One Paper Accepted to Neurocomputing 2025.

Jan 23, 2025

One Paper Accepted to NAACL 2025.

Jan 20, 2025

China Postdoctoral Science Foundation Postdoctoral Fellowship Program

Jan 18, 2025

Congratulations 🎉🎉🎉!!! Yaheng Wang awarded Beijing Natural Science Foundation Undergraduate Research Program.

Jan 15, 2025

🎉🎉🎉 📢 Four Papers Accepted to IJCAI 2025 !!!

Jan 13, 2025

I served as Area Chair on ACL 2025 !

Dec 25, 2024

Awarded National Natural Science Foundation of China Youth Fund

Dec 20, 2024

🎉🎉🎉 📢 Three papers Accepted to ACM MM 2024 !!!

Nov 01, 2024

🎉🎉🎉 📢 One Paper Accepted to NN 2024 !!!

Oct 21, 2024

🎉🎉🎉 📢 Three Papers Accepted to CIKM 2024 !!!

Publications

Lingbing Guo Zhongpu Bo , Zhuo Chen , Yichi Zhang , Jiaoyan Chen , Lan Yarong , Mengshu Sun , Zhiqiang Zhang , Yangyifei Luo , Qian Li , Qiang Zhang , Wen Zhang , Huajun Chen
Advances in Neural Information Processing Systems 2024
CCF-A

Awards & Honors & Competitions

Awards & Honors

2025
📈 ESI Highly Cited Papers ACM TNNLS
2024
🎓 Outstanding Graduates of Beijing Beijing Municipal Government
2024
💡 Technical Innovation Award IEEE Computer Society TCCLD
2024
📈 ESI Highly Cited Papers ACM TIST
2023
🎓 Innovation Scholarship School of Computer Science, Beihang University
2023
🎓 Outstanding Academic Innovation Achievement Award Beihang University
2022
🏆 Best Paper Honorable Mention Award CIKM 2022

Competitions

2023
🥈 China International College Student Innovation Competition National Silver Award
2022
🥈 Chint Cup 2022, The 7th China Graduate Contest on Smart-city Technology and Creative Design Top 2
2021
🥇 CCKS 2021 Fine-grained Event Detection Competition Top 1
2021
🥇 CodaLab International Competition 2021, MAVEN Channel Top 1
2020
🥇 CCKS 2020 Few-shot Cross-domain Event Extraction Competition Top 1

Academic & Social Services

Conference Leadership

Area Chair NeurIPS, ACL Rolling, CCL
Session Chair and Meta-Reviewer IJCAI
Young Editorial Board Member JAICS, BDIA

Workshop Organization

SIGIR 2025 Workshop Program Chair (2025)
IEEE ICBDSE 2025 Workshop Chair (2025)
IEEE DLCV 2025 Workshop Chair (2025)

Conference Reviewer

ACL NeurIPS ICML ICLR SIGIR KDD ACMMM IJCAI AAAI EMNLP COLING CIKM WSDM ECAI CCL NLPCC CCKS

Journal Reviewer

IEEE TKDE IEEE TOIS IEEE TKDD ACM Computing Surveys Knowledge-Based Systems Information Fusion

Mentorship

I feel great honored to mentor the following talented students

王亚珩

Wang Yaheng
未来学院 本科生

指导他获北京市自然科学基金本科生"启研"计划

常宗煜

Chang Zongyu
研究生 多模态大模型方向

指导论文发表在IJCAI 2025(CCF-A)

李旭宸

Li Xuchen
北邮计算机第一 毕业去中科院自动化所读博

指导论文发表在IJCAI 2025(CCF-A)

张宇峥

Yuzheng Zhang
国际学院 本科生

指导论文发表在ACM MM 2025 and IJCAI 2025(CCF-A)

王哲

Zhe Wang
计算机学院 北邮计算机博士生

指导论文计划投稿AAAI 2025(CCF-A),研究遥感大模型方向

刘佳

Jia Liu
计算机学院 北邮计算机博士生

指导论文投稿至 NeurIPS 2025(CCF-A),获全国智能车竞赛三等奖

朱鲁豫

Luyu Zhu
计算机学院 北邮计算机研究生

研究RAG方向

宋丽萍

Liping Song
计算机学院 北邮计算机研究生

参与国家级大创

Join Us

I am actively looking for motivated students to join my research group!

Available Positions

Ph.D. Students

2 openings

Seeking Ph.D. candidates with strong background in NLP or Machine Learning

Master's Students

3 openings

Accepting Master's students interested in knowledge graph and multimodal learning

Research Interns

1 openings

Undergraduate research internship opportunities available

What I'm Looking For

  • Strong mathematical foundation and programming skills (Python, PyTorch/TensorFlow)
  • Solid background in machine learning, deep learning, or natural language processing
  • Experience with research projects or publications (preferred but not required)
  • Good English writing and communication skills
  • Self-motivated and able to work independently
  • Passionate about cutting-edge AI research

Research Directions

🧠

Knowledge Graph Construction and Reasoning

Exploring automatic knowledge graph construction and multi-hop reasoning

🔍

Multimodal Information Extraction

Extracting structured information from text, images, and videos

🤖

Multimodal Large Language Models

Exploring cross-modal understanding and reasoning among vision, text, and other modalities

🌍

Remote Sensing Image Interpretation

Analyzing and interpreting satellite and aerial imagery for environmental monitoring and disaster.

🛰️

Satellite Intelligent Computing

Developing on-board AI algorithms and edge computing frameworks for real-time satellite systems.

Application Process

1

Initial Contact

Send me an email with your CV, research interests, and transcripts

2

Research Discussion

We'll have a video call to discuss potential research directions

3

Formal Application

Apply through the university's official admission system

Ready to Apply?

I typically respond within 3-5 business days

Send Application