Jinjie Yuan

13 papers A* 1Journal 7Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
Low-Rank Adapters Meet Neural Architecture Search for LLM Compression.
CoRR
J. Pablo Muñoz, Jinjie Yuan, Nilesh Jain
2025 — conf
Mamba-Shedder: Post-Transformer Compression for Efficient Selective Structured State Space Models.
NAACL (Long Papers)
Juan Pablo Muñoz, Jinjie Yuan, Nilesh Jain
2025 J jnl
Mamba-Shedder: Post-Transformer Compression for Efficient Selective Structured State Space Models.
CoRR
J. Pablo Muñoz, Jinjie Yuan, Nilesh Jain
2025 J jnl
MultiPruner: Balanced Structure Removal in Foundation Models.
CoRR
J. Pablo Muñoz, Jinjie Yuan, Nilesh Jain
2025 — conf
RTTC: Reward-Guided Collaborative Test-Time Compute.
EMNLP (Findings)
Juan Pablo Muñoz, Jinjie Yuan
2025 J jnl
RTTC: Reward-Guided Collaborative Test-Time Compute.
CoRR
J. Pablo Muñoz, Jinjie Yuan
2024 — conf
LoNAS: Elastic Low-Rank Adapters for Efficient Large Language Models.
LREC/COLING
Juan Pablo Muñoz, Jinjie Yuan, Yi Zheng, Nilesh Jain
2024 — conf
SQFT: Low-cost Model Adaptation in Low-precision Sparse Foundation Models.
EMNLP (Findings)
Juan Pablo Muñoz, Jinjie Yuan, Nilesh Jain
2024 J jnl
SQFT: Low-cost Model Adaptation in Low-precision Sparse Foundation Models.
CoRR
Juan Pablo Muñoz, Jinjie Yuan, Nilesh Jain
2024 — conf
Shears: Unstructured Sparsity with Neural Low-rank Adapter Search.
NAACL (Industry Track)
J. Pablo Muñoz, Jinjie Yuan, Nilesh Jain
2024 J jnl
Shears: Unstructured Sparsity with Neural Low-rank Adapter Search.
CoRR
J. Pablo Muñoz, Jinjie Yuan, Nilesh Jain
2021 A* conf
SADGA: Structure-Aware Dual Graph Aggregation Network for Text-to-SQL.
NeurIPS
Ruichu Cai, Jinjie Yuan, Boyan Xu, Zhifeng Hao
2021 J jnl
SADGA: Structure-Aware Dual Graph Aggregation Network for Text-to-SQL.
CoRR
Ruichu Cai, Jinjie Yuan, Boyan Xu, Zhifeng Hao