1 code implementation • 2 Mar 2024 • Yifan Zeng, Yiran Wu, Xiao Zhang, Huazheng Wang, Qingyun Wu
Through conducting extensive experiments on a large scale of harmful and safe prompts, we validate the effectiveness of the proposed AutoDefense in improving the robustness against jailbreak attacks, while maintaining the performance at normal user request.
1 code implementation • 17 Jan 2024 • Hao Yang, Jianxin Yuan, Shuai Yang, Linhe Xu, Shuo Yuan, Yifan Zeng
2) Prompt model is designed to generate individualized creatives for different user groups, which can further improve the diversity and quality.
1 code implementation • 17 Jan 2024 • Shuai Yang, Hao Yang, Zhuang Zou, Linhe Xu, Shuo Yuan, Yifan Zeng
Shape calibration is defined as no over- or under-estimation for each subset of the pCTR within the specified range under condition of concerned fields.
no code implementations • 30 Oct 2023 • Dang Minh Nguyen, Chenfei Wang, Yan Shen, Yifan Zeng
Graph Neural Network (GNN) is the trending solution for item retrieval in recommendation problems.
1 code implementation • 28 Feb 2023 • Yifan Zeng, Suiyi He, Han Hoang Nguyen, Yihan Li, Zhongyu Li, Koushil Sreenath, Jun Zeng
This work introduces a novel control strategy called Iterative Linear Quadratic Regulator for Iterative Tasks (i2LQR), which aims to improve closed-loop performance with local trajectory optimization for iterative tasks in a dynamic environment.
1 code implementation • 25 Nov 2020 • Chao Du, Zhifeng Gao, Shuo Yuan, Lining Gao, Ziyan Li, Yifan Zeng, Xiaoqiang Zhu, Jian Xu, Kun Gai, Kuang-Chih Lee
In this paper, we propose a novel Deep Uncertainty-Aware Learning (DUAL) method to learn CTR models based on Gaussian processes, which can provide predictive uncertainty estimations while maintaining the flexibility of deep neural networks.
no code implementations • 14 Mar 2019 • Siqi Wang, Gayathri Ananthanarayanan, Yifan Zeng, Neeraj Goel, Anuj Pathania, Tulika Mitra
IoT Edge intelligence requires Convolutional Neural Network (CNN) inference to take place in the edge devices itself.
no code implementations • 27 Feb 2017 • Han Zhu, Junqi Jin, Chang Tan, Fei Pan, Yifan Zeng, Han Li, Kun Gai
Moreover, the platform has to be responsible for the business revenue and user experience.