AutoLoRA: Automatically Tuning Matrix Ranks in Low-Rank Adaptation Based on Meta Learning. - Ruiyi Zhang; Rushi Qiang; Sai Ashish Somayajula; Pengtao Xie (NAACL-HLT, 2024)

HYDRA: Model Factorization Framework for Black-Box LLM Personalization. - Yuchen Zhuang; Haotian Sun; Yue Yu 001; Rushi Qiang; Qifan Wang 001; Chao Zhang 014; Bo Dai 001 (NeurIPS, 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)

Matryoshka: Learning to Drive Black-Box LLMs with LLMs. - Changhao Li; Yuchen Zhuang; Rushi Qiang; Haotian Sun; Hanjun Dai; Chao Zhang 014; Bo Dai 001 (CoRR, 2024)

Language Model Uncertainty Quantification with Attention Chain. - Yinghao Li; Rushi Qiang; Lama Moukheiber; Chao Zhang (CoRR, 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 001; Percy Liang; Chao Zhang 014; Bo Dai 001 (CoRR, 2025)

Towards Better Instruction Following Retrieval Models. - Yuchen Zhuang; Aaron Trinh; Rushi Qiang; Haotian Sun; Chao Zhang 014; Hanjun Dai; Bo Dai 001 (CoRR, 2025)