Qianli Ma
Scholar

Qianli Ma

Google Scholar ID: 3_QaMtUAAAAJ
Professor of South China University of Technology
Time Series ModellingMachine LearningNatural Language Processing
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Citations & Impact
All-time
Citations
4,931
 
H-index
28
 
i10-index
58
 
Publications
20
 
Co-authors
15
list available
Publications
6 items
Beyond Over-Refusal: Defending Indirect Prompt Injection via Latent Instruction Manifolds
2026
Cited
0
FeatFix: Reuse What You Verify through Local Exact-Feature Correction for Faster Cached Diffusion Inference
2026
Cited
0
MemTxn: A Transaction Boundary for Source-Supported Updates and Complete-State Recovery in Agent Memory
2026
Cited
0
Learning Recursive Multi-Scale Representations for Irregular Multivariate Time Series Forecasting
2026
Cited
0
Predict to Skip: Linear Multistep Feature Forecasting for Efficient Diffusion Transformers
2026
Cited
0
A Unified Shape-Aware Foundation Model for Time Series Classification
arXiv.org · 2026
Cited
0
Resume
Academic Achievements
  • Listed in the World's Top 2% Scientists (2024)
  • Listed in the World's Top 2% Scientists (2025)
  • Lab published 3 papers at ICML
  • Lab published 2 papers at ICLR
  • Lab published 1 paper in TKDE
  • Lab published 1 paper in ACM Computing Surveys
Co-authors
7 total
Jia Wei
Jia Wei
South China University of Technology
Zhiwen Yu (余志文)
Zhiwen Yu (余志文)
Professor, South China University of Technology (华南理工大学教授、博导)
Lifeng Shen
Lifeng Shen
Associate Professor of CQUPT
Wing W. Y. Ng
Wing W. Y. Ng
South China University of Technology
James T. Kwok
James T. Kwok
Professor of Computer Science and Engineering, Hong Kong University of Science and Technology
Delu Zeng
Delu Zeng
Professor with EE in South China University of Technology
Xiao-Ming Wu
Xiao-Ming Wu
Associate Professor, The Hong Kong Polytechnic University