Scholar
Yulei Niu
Google Scholar ID: WXd3dDwAAAAJ
ByteDance
Multimodal
Robust AI
Causal Learning
Visual Reasoning
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Homepage
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Google Scholar
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Citations & Impact
All-time
Citations
3,316
H-index
19
i10-index
22
Publications
20
Co-authors
14
list available
Contact
GitHub
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Publications
7 items
Referring Layer Decomposition
2026
Cited
0
Where do Large Vision-Language Models Look at when Answering Questions?
2025
Cited
0
DiffLM: Controllable Synthetic Data Generation via Diffusion Language Models
arXiv.org · 2024
Cited
1
Debiased Fine-Tuning for Vision-language Models by Prompt Regularization
AAAI Conference on Artificial Intelligence · 2023
Cited
25
Prompt-aligned Gradient for Prompt Tuning
IEEE International Conference on Computer Vision · 2022
Cited
320
Unbiased Scene Graph Generation From Biased Training
Computer Vision and Pattern Recognition · 2020
Cited
729
Two Causal Principles for Improving Visual Dialog
Computer Vision and Pattern Recognition · 2019
Cited
158
Resume (English only)
Academic Achievements
- CCF Outstanding Doctoral Dissertation Award, 2022
- Top Reviewer for NeurIPS 2022
- Outstanding Reviewer for ICCV 2021
- Outstanding Reviewer for ICLR 2021
- Served as Area Chair or Senior PC Member for multiple international conferences such as NeurIPS 2025, ACM MM 2025, ICLR 2025, BMVC 2024, AAAI 2025, etc.
- Published numerous papers in ECCV 2024, ICLR 2024, AAAI 2024, ICCV 2023, TPAMI, CVPR 2023, AAAI 2023, EMNLP 2022, NeurIPS 2022, ECCV 2022, CVPR 2022, ICLR 2022, AAAI 2022, etc.
Research Experience
- Research Scientist, ByteDance
- Postdoctoral Research Scientist, Columbia University, working with Prof. Shih-Fu Chang
- Postdoctoral Research Fellow, Nanyang Technological University, working with Prof. Hanwang Zhang
Education
- Ph.D., Renmin University of China, 2020, Advisors: Prof. Ji-Rong Wen and Prof. Zhiwu Lu
- B.E., Renmin University of China, 2015
Background
Research Interests: Computer Vision, Natural Language Processing
Professional Field: Artificial Intelligence, Machine Learning
Brief Introduction: Yulei Niu is a Research Scientist at ByteDance.
Co-authors
14 total
Hanwang Zhang (张含望)
CCDS, Nanyang Technological University
Zhiwu Lu
Professor, Renmin University of China
Ji-Rong Wen
Gaoling School of Artificial Intelligence, Renmin University of China
Shih-Fu Chang
Professor of Electrical Engineering and Computer Science, Columbia University
Kaihua Tang
Nanyang Technological University
Beier Zhu
Research Scientist, Nanyang Technological University
Xian-Sheng Hua (华先胜)(IEEE Fellow)
Tongji University & Terminus Group
Xudong Lin
Columbia University
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