Scholar
Binxuan Huang
Google Scholar ID: _lCJGisAAAAJ
Applied Scientist at Amazon
Natural Language Processing
Social Network Analysis
Machine Learning
Deep Learning
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Citations & Impact
All-time
Citations
1,763
H-index
16
i10-index
21
Publications
20
Co-authors
5
list available
Publications
8 items
Guard: Scalable Straggler Detection and Node Health Management for Large-Scale Training
2026
Cited
0
Expert Upcycling: Shifting the Compute-Efficient Frontier of Mixture-of-Experts
2026
Cited
0
HeaPA: Difficulty-Aware Heap Sampling and On-Policy Query Augmentation for LLM Reinforcement Learning
2026
Cited
0
BackPlay: Plug-in Look-Back Self-Correction for Diffusion Language Models
2026
Cited
0
DocTalk: Scalable Graph-based Dialogue Synthesis for Enhancing LLM Conversational Capabilities
2025
Cited
0
END: Early Noise Dropping for Efficient and Effective Context Denoising
2025
Cited
0
Hephaestus: Improving Fundamental Agent Capabilities of Large Language Models through Continual Pre-Training
2025
Cited
0
Scaling Laws for Predicting Downstream Performance in LLMs
arXiv.org · 2024
Cited
6
Co-authors
4 total
Kathleen M. Carley
Professor, Carnegie Mellon University
Colin Lockard
Amazon
Wei Wei
Research Scientist at Google
Xin Luna Dong
ACM / IEEE Fellow, Principal Scientist at Meta
