Wancai Zhang — accepted AI-conference papers

2024

Chat-UniVi: Unified Visual Representation Empowers Large Language Models with Image and Video Understanding

Peng Jin, Ryuichi Takanobu, Wancai Zhang, Xiaochun Cao, Li Yuan

CVPR 2024highlight

Large language models have demonstrated impressive universal capabilities across a wide range of open-ended tasks and have extended their utility to encompass multimodal conversations. However existing methods encounter challenges in effectively handling both image and video understanding particular…

Cited by 251 Source ↗PDF ↗code ↗Scholar ↗

2021

Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting

Haoyi Zhou, Shanghang Zhang, Jieqi Peng, Shuai Zhang, Jianxin Li, Hui Xiong +1

AAAI 2021technical

Many real-world applications require the prediction of long sequence time-series, such as electricity consumption planning. Long sequence time-series forecasting (LSTF) demands a high prediction capacity of the model, which is the ability to capture precise long-range dependency coupling between out…

Cited by 5397 Source ↗PDF ↗code ↗Scholar ↗