no code implementations • 5 Feb 2025 • Jiayang Meng, Tao Huang, Hong Chen, Xin Shi, Qingyu Huang, Chen Hou
Privacy tokens encapsulate gradient features and, when combined with data features, offer valuable insights into the extent of private information leakage from training data, enabling real-time measurement of privacy risks without relying on adversarial attack simulations.
no code implementations • 13 Dec 2024 • Xingrui Wang, Xin Li, Yaosi Hu, Hanxin Zhu, Chen Hou, Cuiling Lan, Zhibo Chen
Text-driven Image to Video Generation (TI2V) aims to generate controllable video given the first frame and corresponding textual description.
no code implementations • 3 Dec 2024 • Luoxuan Weng, Yinghao Tang, Yingchaojie Feng, Zhuo Chang, Ruiqin Chen, Haozhe Feng, Chen Hou, Danqing Huang, Yang Li, Huaming Rao, Haonan Wang, Canshi Wei, Xiaofeng Yang, Yuhui Zhang, Yifeng Zheng, Xiuqi Huang, Minfeng Zhu, Yuxin Ma, Bin Cui, Peng Chen, Wei Chen
To achieve this unification, we design a domain knowledge incorporation module tailored for enterprise-specific BI tasks, an inter-agent communication mechanism to facilitate information sharing across the BI workflow, and a cell-based context management strategy to enhance context utilization efficiency in BI notebooks.
no code implementations • 14 Jun 2024 • Chen Hou, Guoqiang Wei, Yan Zeng, Zhibo Chen
Instead, it can be plugged and played with most pretrained video diffusion models and generate camera controllable videos with a single image or text prompt as input.
no code implementations • 25 Dec 2023 • Chen Hou, Guoqiang Wei, Zhibo Chen
Diffusion models have attained remarkable success in the domains of image generation and editing.
no code implementations • 6 Jan 2022 • Qilong Huang, Li Yang, Chen Hou, Zhiyong Zeng, Yaowen Qi
Considering the mobility of EVs from building to building and their uncertain charging demand, it is of great practical interest to control the EV charging process in a microgrid of buildings to optimize the total operation cost while ensuring the transmission safety between the microgrid and the main grid.
no code implementations • 19 May 2021 • Jun Fu, Chen Hou, Wei Zhou, Jiahua Xu, Zhibo Chen
In the hypergraph construction, we build a location-based hyperedge and a content-based hyperedge for each viewport.