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Jianling Wang

3 accepted papers

2025

SGSST: Scaling Gaussian Splatting Style Transfer

CVPR 2025poster

Applying style transfer to a full 3D environment is a challenging task that has seen many developments since the advent of neural rendering. 3D Gaussian splatting (3DGS) has recently pushed further many limits of neural rendering in terms of training speed and reconstruction quality. This work intro…

2024

Empowering Large Language Models for Textual Data Augmentation

ACL 2024findings

With the capabilities of understanding and executing natural language instructions, Large language models (LLMs) can potentially act as a powerful tool for textual data augmentation. However, the quality of augmented data depends heavily on the augmentation instructions provided, and the effectivene…

2022

Meta Propagation Networks for Graph Few-shot Semi-supervised Learning

AAAI 2022technical

Inspired by the extensive success of deep learning, graph neural networks (GNNs) have been proposed to learn expressive node representations and demonstrated promising performance in various graph learning tasks. However, existing endeavors predominately focus on the conventional semi-supervised set…