Yuning Qiu
I am currently a Research Scientist at RIKEN iTHEMS and RIKEN AIP, supported by RIKEN Quantum. I received my Ph.D. from Guangdong University of Technology (GDUT) in 2021 and was an intern at RIKEN Brain Science Institute (BSI) in 2016. Before joining iTHEMS, I worked as a researcher at RIKEN AIP through the Special Postdoctoral Researchers (SPDR) Program, starting in 2023.
News
- Sep 26, 2026Served as an Area Chair for ICLR 2027
- Sep 24, 2026Two papers accepted to NeurIPS 2026
- Aug 20, 2026One paper accepted to Findings of EMNLP 2026
- Apr 30, 2026Three papers accepted to ICML 2026
Research
Research interests
- Tensor networks
- Efficient machine learning
- Large language models
- Quantum machine learning
Recent publications
2026
MTNL: A Unified Modeling Perspective for Enhancing Tensor Network Learning
International Conference on Machine Learning (ICML)
2026
Refining Dual Spectral Sparsity in Transformed Tensor Singular Values
International Conference on Machine Learning (ICML)
2026
Calibrating Uncertainty for Zero-Shot Adversarial CLIP
International Conference on Machine Learning (ICML)
2026
Robust tensor decomposition under multi-mode outlier corruptions
IEEE Transactions on Knowledge and Data Engineering
2025
Towards a Geometric Understanding of Tensor Learning via the t-Product
Advances in Neural Information Processing Systems (NeurIPS)