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Guannan Lai
Scholar

Guannan Lai

Google Scholar ID: OegZErYAAAAJ
Nanjing University
Continual LearningModel Reuse
Google Scholar↗
Citations & Impact
All-time
Citations
4
 
H-index
1
 
i10-index
0
 
Publications
4
 
Co-authors
3
list available
Publications
11 items
Routing Should Pay for Itself: Sparse Supervision for Economical LLM Routing
2026
Cited
0
Pretrain Once, Route Anywhere: Towards a Foundation Model for LLM Routing
2026
Cited
0
RouteJudge: An Open Platform for Reproducible and Preference-Aware LLM Routing
2026
Cited
0
From Sampled Outcomes to Capability Distributions: Rethinking Supervision for LLM Routing
2026
Cited
0
The Golden Subspace: Where Efficiency Meets Generalization in Continual Test-Time Adaptation
2026
Cited
0
When Routing Collapses: On the Degenerate Convergence of LLM Routers
2026
Cited
0
MMR-Bench: A Comprehensive Benchmark for Multimodal LLM Routing
2026
Cited
1
The Lie of the Average: How Class Incremental Learning Evaluation Deceives You?
2025
Cited
0
Co-authors
3 total
Xin Yang(杨新)
Xin Yang(杨新)
Southwestern University of Finance and Economics
Tianrui Li
Tianrui Li
School of Computing and Artificial Intelligence, Southwest Jiaotong University
Junbo Zhang(张钧波)
Junbo Zhang(张钧波)
JD Intelligent Cities Research | JD Technology