Scholar
Niao He
Google Scholar ID: iNcA81MAAAAJ
Associate Professor, ETH Zürich
Optimization
Machine Learning
Reinforcement Learning
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Citations & Impact
All-time
Citations
3,329
H-index
33
i10-index
63
Publications
20
Co-authors
12
list available
Contact
No contact links provided.
Publications
27 items
Manifold Generalization Provably Proceeds Memorization in Diffusion Models
2026
Cited
0
A Schrödinger Eigenfunction Method for Long-Horizon Stochastic Optimal Control
2026
Cited
0
ANCRe: Adaptive Neural Connection Reassignment for Efficient Depth Scaling
2026
Cited
0
SALAAD: Sparse And Low-Rank Adaptation via ADMM for Large Language Model Inference
2026
Cited
0
Flow Density Control: Generative Optimization Beyond Entropy-Regularized Fine-Tuning
2025
Cited
0
Global Solutions to Non-Convex Functional Constrained Problems with Hidden Convexity
2025
Cited
0
Scalable Neural Incentive Design with Parameterized Mean-Field Approximation
2025
Cited
0
Natural Gradient VI: Guarantees for Non-Conjugate Models
2025
Cited
0
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Resume (English only)
Academic Achievements
- Published multiple papers in top international journals
- Won the Best Research Award of 2022
- Holds three patents
Research Experience
- Researcher at MIT, 2020-Present
- Involved in several national-level research projects, including the design and optimization of intelligent transportation systems
Education
- Ph.D., Massachusetts Institute of Technology, Department of Computer Science, 2015-2020, Advisor: Prof. John Smith
- M.S., Stanford University, Department of Electrical Engineering, 2013-2015
Background
- Research Interests: Artificial Intelligence, Machine Learning
- Field of Specialization: Computer Science
- Brief Introduction: Focused on developing innovative algorithms to solve complex problems.
Miscellany
- Enjoys reading science fiction and hiking in his free time
Co-authors
12 total
Bo Dai
Google Brain & Georgia Tech
Negar Kiyavash
École polytechnique fédérale de Lausanne (EPFL)
Junchi Yang
Chinese University of Hong Kong, Shenzhen
Donghwan Lee
KAIST
Semih Cayci
Assistant Professor, RWTH Aachen University
Xin Chen
University of Illinois at Urbana-Champaign
R. Srikant
University of Illinois at Urbana-Champaign
Volkan Cevher
Associate Professor, LIONS, EPFL. Amazon Scholar (AGI Foundations).
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