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

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

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

Juan Pablo Muñoz, Jinjie Yuan, Nilesh Jain

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 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