no code implementations • 4 Feb 2024 • Jie Ren, Han Xu, Pengfei He, Yingqian Cui, Shenglai Zeng, Jiankun Zhang, Hongzhi Wen, Jiayuan Ding, Hui Liu, Yi Chang, Jiliang Tang
We examine from two distinct viewpoints: the copyrights pertaining to the source data held by the data owners and those of the generative models maintained by the model builders.
no code implementations • 30 Jan 2024 • Yingqian Cui, Jie Ren, Pengfei He, Jiliang Tang, Yue Xing
We present a theoretical analysis of the performance of transformer with softmax attention in in-context learning with linear regression tasks.
no code implementations • 3 Oct 2023 • Yingqian Cui, Jie Ren, Yuping Lin, Han Xu, Pengfei He, Yue Xing, Lingjuan Lyu, Wenqi Fan, Hui Liu, Jiliang Tang
FT-Shield addresses copyright protection challenges by designing new watermark generation and detection strategies.
1 code implementation • 2 Oct 2023 • Han Xu, Jie Ren, Pengfei He, Shenglai Zeng, Yingqian Cui, Amy Liu, Hui Liu, Jiliang Tang
ChatGPT is one of the most popular language models which achieve amazing performance on various natural language tasks.
1 code implementation • 25 May 2023 • Yingqian Cui, Jie Ren, Han Xu, Pengfei He, Hui Liu, Lichao Sun, Yue Xing, Jiliang Tang
By detecting the watermark from generated images, copyright infringement can be exposed with evidence.