I'm Jiabao Ji, a second-year Ph.D. student at UCSB advised by Prof. Shiyu Chang. I also work closely with Dr. Yang Zhang. Before that, I obtained B.S. in Computer Science at ACM class, Shanghai Jiao Tong University.
Currently, I am working on large langauge models and text-to-image diffusion models.Most recent publications on Google
Scholar.
‡ indicates equal contribution.
Advancing the Robustness of Large Language Models through Self-Denoised Smoothing
Jiabao Ji‡, Bairu Hou‡, Zhen Zhang‡, Guanhua Zhang‡, Wenqi Fan, Qing Li, Yang Zhang, Gaowen Liu, Sijia Liu, Shiyu Chang
NAACL'24
Improving Diffusion Models for Scene Text Editing with Dual Encoders
Jiabao Ji‡, Guanhua Zhang‡, Zhaowen Wang, Bairu Hou, Zhifei Zhang, Brian Price, Shiyu Chang
TMLR'23
Towards Coherent Image Inpainting Using Denoising Diffusion Implicit Models
Guanhua Zhang‡, Jiabao Ji‡, Yang Zhang, Mo Yu, Tommi Jaakkola, Shiyu Chang
ICML'23
Controlling the Focus of Pretrained Language Generation Models
Jiabao Ji, Yoon Kim, James Glass, Tianxing He
Findings of ACL'22
WebSRC: A Dataset for Web-Based Structural Reading Comprehension
Xingyu Chen, Zihan Zhao, Lu Chen, Jiabao Ji, Danyang Zhang, Ao Luo, Yuxuan Xiong, Kai Yu
EMNLP'21
Defending Large Language Models against Jailbreak Attacks via Semantic Smoothing
Jiabao Ji‡, Bairu Hou‡, Alexander Robey‡, George J Pappas, Hamed Hassani, Yang Zhang, Eric Wong, Shiyu Chang
Arxiv
Advancing the Robustness of Large Language Models through Self-Denoised Smoothing
Jiabao Ji‡, Bairu Hou‡, Zhen Zhang‡, Guanhua Zhang‡, Wenqi Fan, Qing Li, Yang Zhang, Gaowen Liu, Sijia Liu, Shiyu Chang
NAACL'24
Improving Diffusion Models for Scene Text Editing with Dual Encoders
Jiabao Ji‡, Guanhua Zhang‡, Zhaowen Wang, Bairu Hou, Zhifei Zhang, Brian Price, Shiyu Chang
TMLR'23
Towards Coherent Image Inpainting Using Denoising Diffusion Implicit Models
Guanhua Zhang‡, Jiabao Ji‡, Yang Zhang, Mo Yu, Tommi Jaakkola, Shiyu Chang
ICML'23
DFM: Dialogue Foundation Model for Universal Large-Scale Dialogue-Oriented Task Learning
Zhi Chen, Jiabao Ji, Lu Chen, Yuncong Liu, Da Ma, Bei Chen, Mengyue Wu, Su Zhu, Jian-Guang Lou, Kai Yu
Arxiv
Controlling the Focus of Pretrained Language Generation Models
Jiabao Ji, Yoon Kim, James Glass, Tianxing He
Findings of ACL'22
WebSRC: A Dataset for Web-Based Structural Reading Comprehension
Xingyu Chen, Zihan Zhao, Lu Chen, Jiabao Ji, Danyang Zhang, Ao Luo, Yuxuan Xiong, Kai Yu
EMNLP'21
Full Resume in PDF.
Reviewers: ICML'23, 24; Neurips'23; ICLR'24; CVPR'24; ACL'24; COLM'24
TA: CSW8-W23, CS190I-W24