(* indicates equal contribution)

Certified Robustness for Large Language Models with Self-Denoising
Zhen Zhang, Guanhua Zhang, Bairu Hou, Wenqi Fan, Qing Li, Sijia Liu, Yang Zhang, Shiyu Chang
Arxiv
[github]

Parameter-Efficient Cross-lingual Transfer Learning of Vision and Language Models via Translation-based Alignment
Zhen Zhang, Jialu Wang, Xin Eric Wang
EMNLP 2023

Tool learning with foundation models
Yujia Qin, Shengding Hu, Yankai Lin, Weize Chen, Ning Ding, Ganqu Cui, Zheni Zeng, Yufei Huang, Chaojun Xiao, Chi Han, Yi Ren Fung, Yusheng Su, Huadong Wang, Cheng Qian, Runchu Tian, Kunlun Zhu, Shihao Liang, Xingyu Shen, Bokai Xu, Zhen Zhang, Yining Ye, Bowen Li, Ziwei Tang, Jing Yi, Yuzhang Zhu, Zhenning Dai, Lan Yan, Xin Cong, Yaxi Lu, Weilin Zhao, Yuxiang Huang, Junxi Yan, Xu Han, Xian Sun, Dahai Li, Jason Phang, Cheng Yang, Tongshuang Wu, Heng Ji, Zhiyuan Liu, Maosong Sun.
Arxiv

OpenDelta: An Open-Source Framework for Paramter-Efficient Tuning
Shengding Hu, Ning Ding, Weilin Zhao, Xingtai Lv, Zhen Zhang, Zhiyuan Liu, Maosong Sun
ACL 2023 Demo track
[github]

Sparse Structure Search for Delta Tuning
Shengding Hu*, Zhen Zhang*, Ning Ding, Yadao Wang, Yasheng Wang, Zhiyuan Liu, Maosong Sun
NeurIPS 2022
[github]