3 papers
q-bio.BM2024
Diffusion-Driven Generative Framework for Molecular Conformation Prediction
Bobin Yang, Jie Deng, Zhenghan Chen +1
The task of deducing three-dimensional molecular configurations from their two-dimensional graph representations holds paramount importance in the fields of computational chemistry…
cs.LG2023
Domain Adaptive Graph Classification
Siyang Luo, Ziyi Jiang, Zhenghan Chen +1
Despite the remarkable accomplishments of graph neural networks (GNNs), they typically rely on task-specific labels, posing potential challenges in terms of their acquisition. Exis…
cs.SD2023
Music Generation based on Generative Adversarial Networks with Transformer
Ziyi Jiang, Ruoxue Wu, Zhenghan Chen +1
Autoregressive models based on Transformers have become the prevailing approach for generating music compositions that exhibit comprehensive musical structure. These models are typ…