Liliang Ren
Scholar

Liliang Ren

Google Scholar ID: 9MBMglQAAAAJ
Microsoft GenAI
Neural NetworksLong Sequence ModelingLarge Language Models
Citations & Impact
All-time
Citations
2,862
 
H-index
9
 
i10-index
9
 
Publications
20
 
Co-authors
8
list available
Resume (English only)
Academic Achievements
  • 5 papers accepted at NeurIPS 2025: SambaY, Routing Mamba, PaTH Attention, 1-shot RLVR, and SAS
  • July 2025: Released Phi-4-mini-flash-reasoning with paper and training codebase based on μP++ and SambaY architecture
  • June 2024: Announced Samba-3.8B paper, outperforming Phi-3-mini on major benchmarks with infinite context length and linear complexity
  • One paper on Efficient Sequence Modeling accepted at NeurIPS 2023
  • May 2023: Paper on Dialogue Evaluation accepted for oral presentation at ACL 2023 DialDoc workshop
  • October 2022: Paper on Language Model Pre-training accepted as Oral at EMNLP 2022
  • Published multiple works on efficient sequence modeling, sparse modular activation, and Samba architecture