Search Results for author: Zhenghan Chen

Found 5 papers, 0 papers with code

Natural Humanoid Robot Locomotion with Generative Motion Prior

no code implementations12 Mar 2025 Haodong Zhang, Liang Zhang, Zhenghan Chen, Lu Chen, Yue Wang, Rong Xiong

Natural and lifelike locomotion remains a fundamental challenge for humanoid robots to interact with human society.

motion retargeting

Diffusion-Driven Generative Framework for Molecular Conformation Prediction

no code implementations22 Dec 2023 Bobin Yang, Jie Deng, Zhenghan Chen, Ruoxue Wu

The task of deducing three-dimensional molecular configurations from their two-dimensional graph representations holds paramount importance in the fields of computational chemistry and pharmaceutical development.

Bilevel Optimization Computational chemistry +1

Domain Adaptive Graph Classification

no code implementations21 Dec 2023 Siyang Luo, Ziyi Jiang, Zhenghan Chen, Xiaoxuan Liang

Moreover, our approach incorporates adaptive perturbations into the dual branches, which align the source and target distribution to address domain discrepancies.

Graph Classification Graph Representation Learning +1

Dynamic Spiking Framework for Graph Neural Networks

no code implementations15 Dec 2023 Nan Yin, Mengzhu Wang, Zhenghan Chen, Giulia De Masi, Bin Gu, Huan Xiong

Current work often uses SNNs instead of Recurrent Neural Networks (RNNs) by using binary features instead of continuous ones for efficient training, which would overlooks graph structure information and leads to the loss of details during propagation.

Dynamic Node Classification Graph Representation Learning

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