Rushi Qiang

According to our database, Rushi Qiang authored at least 7 papers between 2024 and 2025.

Collaborative distances:

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

2025

Towards Better Instruction Following Retrieval Models.

Yuchen Zhuang, Aaron Trinh, Rushi Qiang, Haotian Sun, Chao Zhang, Hanjun Dai, Bo Dai

CoRR, May, 2025

MLE-Dojo: Interactive Environments for Empowering LLM Agents in Machine Learning Engineering.

Rushi Qiang, Yuchen Zhuang, Yinghao Li, Dingu Sagar V. K, Rongzhi Zhang, Changhao Li, Ian Shu-Hei Wong, Sherry Yang, Percy Liang, Chao Zhang, Bo Dai

CoRR, May, 2025

Language Model Uncertainty Quantification with Attention Chain.

Yinghao Li, Rushi Qiang, Lama Moukheiber, Chao Zhang

CoRR, March, 2025

2024

Matryoshka: Learning to Drive Black-Box LLMs with LLMs.

Changhao Li, Yuchen Zhuang, Rushi Qiang, Haotian Sun, Hanjun Dai, Chao Zhang, Bo Dai

CoRR, 2024

BiLoRA: A Bi-level Optimization Framework for Overfitting-Resilient Low-Rank Adaptation of Large Pre-trained Models.

Rushi Qiang, Ruiyi Zhang, Pengtao Xie

CoRR, 2024

HYDRA: Model Factorization Framework for Black-Box LLM Personalization.

Yuchen Zhuang, Haotian Sun, Yue Yu, Rushi Qiang, Qifan Wang, Chao Zhang, Bo Dai

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

AutoLoRA: Automatically Tuning Matrix Ranks in Low-Rank Adaptation Based on Meta Learning.

Ruiyi Zhang, Rushi Qiang, Sai Ashish Somayajula, Pengtao Xie

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024