Jinlong Hou
Scholar

Jinlong Hou

Google Scholar ID: 1pCGku4AAAAJ
Shanghai Innovation Institute (SII)
machine learningdeep learninghigh performance computingdrug discoverymedical
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Citations & Impact
All-time
Citations
291
 
H-index
6
 
i10-index
6
 
Publications
14
 
Co-authors
7
list available
Contact
No contact links provided.
Publications
13 items
Demystifying the Design Space and Best Practices for Heterogeneous LLM Inference and Serving
2026
Cited
0
daVinci-kernel: Co-Evolving Skill Selection, Summarization, and Utilization via RL for GPU Kernel Optimization
2026
Cited
0
daVinci-LLM:Towards the Science of Pretraining
2026
Cited
0
daVinci-Env: Open SWE Environment Synthesis at Scale
2026
Cited
0
The Curse and Blessing of Mean Bias in FP4-Quantized LLM Training
2026
Cited
0
Multi-Head Attention as a Source of Catastrophic Forgetting in MoE Transformers
2026
Cited
0
SD-MoE: Spectral Decomposition for Effective Expert Specialization
2026
Cited
0
SRPO: Self-Referential Policy Optimization for Vision-Language-Action Models
2025
Cited
0
Resume (English only)
Co-authors
7 total
Yongxin Zhu
Yongxin Zhu
Professor, Chinese Academy of Sciences; Adjunct Professor, Shanghai Jiao Tong University;
Junzhou Huang
Junzhou Huang
Jenkins Garrett Professor, Computer Science and Engineering, the University of Texas at Arlington
Baoyuan Wu
Baoyuan Wu
Associate Professor, CUHK-SZ
Tong Zhang
Tong Zhang
UIUC
Co-author 5
Co-author 5
Meena Arunachalam
Meena Arunachalam
Intel Corp
Jian Zhang
Jian Zhang
Associate Professor, LNM, Institute of Mechanics, Chinese Academy of Sciences