4 papers
Scaling Up Audio-Synchronized Visual Animation: An Efficient Training Paradigm
Lin Zhang, Zefan Cai, Yufan Zhou +10
Recent advances in audio-synchronized visual animation enable control of video content using audios from specific classes. However, existing methods rely heavily on expensive manua…
Revenue Optimization in Wireless Video Caching Networks: A Privacy-Preserving Two-Stage Solution
Yijing Zhang, Md-Ferdous Pervej, Andreas F. Molisch
Video caching can significantly improve delivery efficiency and enhance quality of video streaming, which constitutes the majority of wireless communication traffic. Due to limited…
Revenue Optimization in Video Caching Networks with Privacy-Preserving Demand Predictions
Yijing Zhang, Ferdous Pervej, Andreas F. Molisch
Performance of video streaming, which accounts for most of the traffic in wireless communication, can be significantly improved by caching popular videos at the wireless edge. Dete…
Advancing Single and Multi-task Text Classification through Large Language Model Fine-tuning
Hang Zhao, Qile P. Chen, Yijing Barry Zhang +1
Both encoder-only models (e.g., BERT, RoBERTa) and large language models (LLMs, e.g., Llama3) have been widely used for text classification tasks. However, there is a lack of syste…