Binxuan Huang
Scholar

Binxuan Huang

Google Scholar ID: _lCJGisAAAAJ
Applied Scientist at Amazon
Natural Language ProcessingSocial Network AnalysisMachine LearningDeep Learning
Google Scholar↗
Citations & Impact
All-time
Citations
1,763
 
H-index
16
 
i10-index
21
 
Publications
20
 
Co-authors
5
list available
Contact
No contact links provided.
Publications
6 items
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
Resume (English only)
Co-authors
5 total
Kathleen M. Carley
Kathleen M. Carley
Professor, Carnegie Mellon University
Colin Lockard
Colin Lockard
Amazon
Co-author 3
Co-author 3
Wei Wei
Wei Wei
Research Scientist at Google
Xin Luna Dong
Xin Luna Dong
ACM / IEEE Fellow, Principal Scientist at Meta