Guanglin Niu
Scholar

Guanglin Niu

Google Scholar ID: ibL7gEcAAAAJ
Assistant Professor, Beihang University
artificial intelligencenatural language processingknowledge graphdeep learningknowledge reasoning
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
806
 
H-index
12
 
i10-index
14
 
Publications
20
 
Co-authors
3
list available
Contact
Emailbeihangngl@buaa.edu.cnGitHubOpen ↗
Publications
16 items
CMCC-ReID: Cross-Modality Clothing-Change Person Re-Identification
2026
Cited
0
BIT: Matching-based Bi-directional Interaction Transformation Network for Visible-Infrared Person Re-Identification
2026
Cited
0
Tokenization, Fusion and Decoupling: Bridging the Granularity Mismatch Between Large Language Models and Knowledge Graphs
2026
Cited
0
MOS: Mitigating Optical-SAR Modality Gap for Cross-Modal Ship Re-Identification
2025
Cited
0
Modality-Transition Representation Learning for Visible-Infrared Person Re-Identification
2025
Cited
0
Looking Alike From Far to Near: Enhancing Cross-Resolution Re-Identification via Feature Vector Panning
2025
Cited
0
IFEvalCode: Controlled Code Generation
2025
Cited
0
Try Harder: Hard Sample Generation and Learning for Clothes-Changing Person Re-ID
2025
Cited
0
Resume (English only)
Academic Achievements
  • - Published 20+ papers at top international AI conferences such as ACL, CVPR, AAAI, SIGIR, ACM MM, EMNLP, COLING, DASFAA, ICME, and ICASSP
  • - July 2025: One paper accepted to ACM MM 2025 (HSAL)
  • - June 2025: One paper accepted to IEEE Transactions on Big Data
  • - June 2025: One paper of Knowledge Graph Reasoning Survey released on Techrxiv and Arxiv
  • - April 2025: One paper accepted to CVPR 2025 Workshop (DMON-ARO)
  • - March 2025: Two papers accepted to ICME 2025 oral (CCUP)
  • - February 2025: One paper accepted to CVPR 2025 (Pose2ID)
  • - January 2025: One paper accepted to DASFAA 2025 Oral (DHNS)
  • - December 2024: One paper accepted to ICASSP 2025 (IFD)
  • - December 2024: One paper accepted to AAAI 2025 (Tablebench)
Research Experience
  • - Research Intern in the Qwen Team of DAMO Academy, Alibaba Group
  • - Served as the Publicity Chair for the 2nd MLNLP Conference in 2023
  • - Currently leading various projects, including the NSFC project titled “Commonsense-Guided Trustworthy Knowledge Graph Reasoning Approach” and research-industry collaboration projects on “Cross-Temporal and Spatial Target Association in Complex Scenarios”
  • - Leading a project on Multi-Modal Knowledge Graph Construction and its Application for Healthy Eating (CookBook-KG)
Education
  • - Bachelor's Degree: Department of Automation, Beijing Institute of Technology
  • - Ph.D. Degree: School of Computer Science and Engineering, Beihang University, advised by Professor Bo Li
Background
  • - Research Interests: Knowledge Graph, Computer Vision, and Large Language Model
  • - Professional Field: Artificial Intelligence
  • - Brief Introduction: Currently an assistant professor at the School of Artificial Intelligence, Beihang University, committed to exploring data and knowledge-driven artificial intelligence techniques.
Miscellany
  • - Founded the WeChat public platform “Artificial Intelligence Meets Knowledge Graph” with 3,000+ followers, sharing advanced technologies in the field of artificial intelligence, especially knowledge graph
Co-authors
3 total
Co-author 1
Co-author 1
Jian Yang (杨健)
Jian Yang (杨健)
Beihang University & M-A-P; Associate Professor
Peng Cui
Peng Cui
Department of Computer Science, Tsinghua University