Scholar
Tieliang Gong
Google Scholar ID: yhsnUnMAAAAJ
Xi'an Jiaotong University
machine learning
statistical learning theory
information theory
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Citations & Impact
All-time
Citations
993
H-index
18
i10-index
22
Publications
20
Co-authors
7
list available
Contact
No contact links provided.
Publications
10 items
Fine-grained Analysis of Stability and Generalization for Stochastic Bilevel Optimization
2026
Cited
0
Beyond Sharpness: A Flatness Decomposition Framework for Efficient Continual Learning
2026
Cited
0
Unsupervised Structural Scene Decomposition via Foreground-Aware Slot Attention with Pseudo-Mask Guidance
2025
Cited
0
Robust Multimodal Sentiment Analysis via Double Information Bottleneck
2025
Cited
0
Information-Theoretic Generalization Bounds of Replay-based Continual Learning
2025
Cited
0
InfoSAM: Fine-Tuning the Segment Anything Model from An Information-Theoretic Perspective
2025
Cited
0
Towards the Generalization of Multi-view Learning: An Information-theoretical Analysis
2025
Cited
0
Towards Sharper Information-theoretic Generalization Bounds for Meta-Learning
2025
Cited
0
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Resume (English only)
Academic Achievements
- Published 'Applications of Deep Learning in Image Recognition' in Nature, 2021
- Best Paper Award, International Conference on Machine Learning, 2020
- Holds 3 patents related to novel neural network architecture designs
Research Experience
- Senior Researcher, Google AI Lab, 2022-Present
- Project Lead, Stanford AI Research Center, 2020-2022
Education
- Ph.D., Stanford University, Computer Science, 2018-2022, Advisor: Prof. Zhang
- M.S., Massachusetts Institute of Technology, Information Technology, 2016-2018
Background
- Research Interests: Artificial Intelligence, Machine Learning
- Specialization: Computer Science
- Bio: Focused on developing new algorithms to tackle complex problems.
Miscellany
- Enjoys reading science fiction and hiking in free time
- Contributes to open-source communities, maintaining several GitHub projects
Co-authors
7 total
Zeyu Gao
University of Cambridge
Co-author 2
Kai He
National University of Singapore | NTU | XJTU
Hong Chen
Department of Mathematics and Statistics, Huazhong Agricultural University
Yuxin Dong
Ohio State University
Co-author 6
Yong-Jin LIU
Computer Science and Technology, Tsinghua University
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