4 papers
Mitigating Negative Transfer via Reducing Environmental Disagreement
Hui Sun, Zheng Xie, Hao-Yuan He +1
Unsupervised Domain Adaptation~(UDA) focuses on transferring knowledge from a labeled source domain to an unlabeled target domain, addressing the challenge of \emph{domain shift}.…
Post-Incorporating Code Structural Knowledge into Pretrained Models via ICL for Code Translation
Yali Du, Hui Sun, Ming Li
Code translation migrates codebases across programming languages. Recently, large language models (LLMs) have achieved significant advancements in software mining. However, handlin…
MDP3: A Training-free Approach for List-wise Frame Selection in Video-LLMs
Hui Sun, Shiyin Lu, Huanyu Wang +5
Video large language models (Video-LLMs) have made significant progress in understanding videos. However, processing multiple frames leads to lengthy visual token sequences, presen…
A Joint Learning Model with Variational Interaction for Multilingual Program Translation
Yali Du, Hui Sun, Ming Li
Programs implemented in various programming languages form the foundation of software applications. To alleviate the burden of program migration and facilitate the development of s…