Scholar
Yuyang Deng
Google Scholar ID: bfV3XWUAAAAJ
Columbia University
Optimization
Machine Learning Theory
Distributed Machine Learning
Deep Learning
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Citations & Impact
All-time
Citations
1,185
H-index
8
i10-index
6
Publications
14
Co-authors
0
Publications
7 items
Direct Self-Evolving Optimization: Evolving LLMs without Challenger Training
2026
Cited
0
Classification with Abstention Under Class-Conditional Error Constraints
2026
Cited
0
TeleAntiFraud 2.0: A Refreshable, Profile-Grounded, and Audio-Based Benchmark for Telecom Fraud Detection
2026
Cited
0
GuideGround: VLM-guided Semantic Understanding and Viewpoint-aware Reasoning for 3D Visual Grounding
2026
Cited
0
Neyman-Pearson Classification under Both Null and Alternative Distributions Shift
2025
Cited
0
On the Convergence and Stability of Distributed Sub-model Training
2025
Cited
0
Mixed-Sample SGD: an End-to-end Analysis of Supervised Transfer Learning
2025
Cited
0
