Yaoqing Yang

Engineering · Physical Sciences

27h-index4.1kcitations177works0.42yr avg
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Research Topics

Advanced MIMO Systems Optimization(32), Cooperative Communication and Network Coding(25), Antenna Design and Analysis(20), Stochastic Gradient Optimization Techniques(18), Advanced Antenna and Metasurface Technologies(17)

Publications177 total

Learning to Discover Iterative Spectral Algorithms
ArXiv.org·2026Open Access
Learning to Discover Iterative Spectral Algorithms
arXiv (Cornell University)·2026Open Access
Suspicious Alignment of SGD: A Fine-Grained Step Size Condition Analysis
ArXiv.org·2026Open Access
Suspicious Alignment of SGD: A Fine-Grained Step Size Condition Analysis
arXiv (Cornell University)·2026Open Access
LossLens: Diagnostics for Machine Learning through Loss Landscape Visual Analytics
arXiv (Cornell University)·2024Open Access
LossLens: Diagnostics for Machine Learning Through Loss Landscape Visual Analytics
IEEE Computer Graphics and Applications·2024Open Access
Visualizing Loss Functions as Topological Landscape Profiles
arXiv (Cornell University)·2024Open Access
Evaluating Loss Landscapes from a Topology Perspective
arXiv (Cornell University)·2024Open Access
Model Balancing Helps Low-data Training and Fine-tuning
arXiv (Cornell University)·2024· 1 citedOpen Access
AlphaLoRA: Assigning LoRA Experts Based on Layer Training Quality
arXiv (Cornell University)·2024Open Access
AlphaPruning: Using Heavy-Tailed Self Regularization Theory for Improved Layer-wise Pruning of Large Language Models
arXiv (Cornell University)·2024Open Access
Mitigating Memorization In Language Models
arXiv (Cornell University)·2024Open Access
Sharpness-diversity tradeoff: improving flat ensembles with SharpBalance
arXiv (Cornell University)·2024Open Access
From Spikes to Heavy Tails: Unveiling the Spectral Evolution of Neural Networks
arXiv (Cornell University)·2024Open Access
Teach LLMs to Phish: Stealing Private Information from Language Models
arXiv (Cornell University)·2024· 3 citedOpen Access
AlphaLoRA: Assigning LoRA Experts Based on Layer Training Quality
2024Open Access
Model Balancing Helps Low-data Training and Fine-tuning
2024· 2 citedOpen Access
Temperature Balancing, Layer-wise Weight Analysis, and Neural Network Training
arXiv (Cornell University)·2023· 2 citedOpen Access
Test Accuracy vs. Generalization Gap: Model Selection in NLP without Accessing Training or Testing Data
2023· 11 citedOpen Access
A Three-regime Model of Network Pruning
arXiv (Cornell University)·2023Open Access
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Frequent Co-authors

Zengrui Li(11), Jianxun Su(10), Pulkit Grover(8), Yiru Shen(6), Dong Tian(6), Yujun Yan(6), Yao Lu(5), Joseph E. Gonzalez(5), Michael W. Mahoney(5), Hamid Sharif(5), Soummya Kar(5), Chen Feng(4), Zhangdui Zhong(4), Danai Koutra(3), Ruisi He(3), Bo Ai(3), Qilin Qi(3), Zhengming Zhang(3), Zhewei Yao(3), Kannan Ramchandran(3)