SADGA: Structure-Aware Dual Graph Aggregation Network for Text-to-SQL. - Ruichu Cai; Jinjie Yuan; Boyan Xu; Zhifeng Hao (NeurIPS, 2021)

LoNAS: Elastic Low-Rank Adapters for Efficient Large Language Models. - Juan Pablo Muñoz; Jinjie Yuan; Yi Zheng; Nilesh Jain (LREC/COLING, 2024)

SQFT: Low-cost Model Adaptation in Low-precision Sparse Foundation Models. - Juan Pablo Muñoz; Jinjie Yuan; Nilesh Jain (EMNLP (Findings), 2024)

Shears: Unstructured Sparsity with Neural Low-rank Adapter Search. - J. Pablo Muñoz; Jinjie Yuan; Nilesh Jain (NAACL (Industry Track), 2024)

Mamba-Shedder: Post-Transformer Compression for Efficient Selective Structured State Space Models. - Juan Pablo Muñoz; Jinjie Yuan; Nilesh Jain (NAACL (Long Papers), 2025)

MultiPruner: Balanced Structure Removal in Foundation Models. - J. Pablo Muñoz; Jinjie Yuan; Nilesh Jain (CoRR, 2025)

Low-Rank Adapters Meet Neural Architecture Search for LLM Compression. - J. Pablo Muñoz; Jinjie Yuan; Nilesh Jain (CoRR, 2025)