Jinjie Yuan

According to our database, Jinjie Yuan authored at least 7 papers between 2021 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Mamba-Shedder: Post-Transformer Compression for Efficient Selective Structured State Space Models.

J. Pablo Muñoz, Jinjie Yuan, Nilesh Jain

CoRR, January, 2025

Low-Rank Adapters Meet Neural Architecture Search for LLM Compression.

J. Pablo Muñoz, Jinjie Yuan, Nilesh Jain

CoRR, January, 2025

MultiPruner: Balanced Structure Removal in Foundation Models.

J. Pablo Muñoz, Jinjie Yuan, Nilesh Jain

CoRR, January, 2025

2024

Shears: Unstructured Sparsity with Neural Low-rank Adapter Search.

J. Pablo Muñoz, Jinjie Yuan, Nilesh Jain

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Track, 2024

SQFT: Low-cost Model Adaptation in Low-precision Sparse Foundation Models.

Juan Pablo Muñoz, Jinjie Yuan, Nilesh Jain

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

LoNAS: Elastic Low-Rank Adapters for Efficient Large Language Models.

Juan Pablo Muñoz, Jinjie Yuan, Yi Zheng, Nilesh Jain

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

2021

SADGA: Structure-Aware Dual Graph Aggregation Network for Text-to-SQL.

Ruichu Cai, Jinjie Yuan, Boyan Xu, Zhifeng Hao

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021