1 citations · 1 across the 3 of their papers we have counts for
4 papers
OpenDGO: Benchmarking Multi-Agent Organizations Across Diverse Application Domains
Xunkai Li, Miao Zhang, Zekai Chen +6
Large language model (LLM)-based multi-agent systems are increasingly applied across diverse domains, yet different applications require different forms of agent organization. Exis…
PRISM: Topology-Aware Cross-Modal Imputation for Modality-Deficient Federated Graph Learning
Zekai Chen, Miao Zhang, Jiayang Xing +4
Multimodal federated graph learning (MM-FGL) aims to collaboratively learn from decentralized graphs with text and images. However, real-world clients may not share a common modali…
JTreeformer: Graph-Transformer via Latent-Diffusion Model for Molecular Generation
Ji Shi, Chengxun Xie, Zhonghao Li +2
The discovery of new molecules based on the original chemical molecule distributions is of great importance in medicine. The graph transformer, with its advantages of high performa…
SFi-Former: Sparse Flow Induced Attention for Graph Transformer
Zhonghao Li, Ji Shi, Xinming Zhang +2
Graph Transformers (GTs) have demonstrated superior performance compared to traditional message-passing graph neural networks in many studies, especially in processing graph data w…