Zheng Zhang

Publication Activity (10 Years)

Years Active: 2024-2024
Publications (10 Years): 8

Top Topics

Supervised Learning

Top Venues

Publications

Zheng Zhang, Sirui Li, Jingcheng Zhou, Junxiang Wang, Abhinav Angirekula, Allen Zhang, Liang Zhao
Non-Euclidean Spatial Graph Neural Network. SDM (2024)
Zheng Zhang, Liang Zhao
Self-Similar Graph Neural Network for Hierarchical Graph Learning. SDM (2024)
Chen Ling, Zhuofeng Li, Yuntong Hu, Zheng Zhang, Zhongyuan Liu, Shuang Zheng, Liang Zhao
Link Prediction on Textual Edge Graphs. CoRR (2024)
Zhuofeng Li, Zixing Gou, Xiangnan Zhang, Zhongyuan Liu, Sirui Li, Yuntong Hu, Chen Ling, Zheng Zhang, Liang Zhao
TEG-DB: A Comprehensive Dataset and Benchmark of Textual-Edge Graphs. CoRR (2024)
Bo Pan, Zheng Zhang, Yifei Zhang, Yuntong Hu, Liang Zhao
Distilling Large Language Models for Text-Attributed Graph Learning. CoRR (2024)
Zheng Zhang, Yuntong Hu, Bo Pan, Chen Ling, Liang Zhao
TAGA: Text-Attributed Graph Self-Supervised Learning by Synergizing Graph and Text Mutual Transformations. CoRR (2024)
Zheng Zhang, Fan Yang, Ziyan Jiang, Zheng Chen, Zhengyang Zhao, Chengyuan Ma, Liang Zhao, Yang Liu
Position-Aware Parameter Efficient Fine-Tuning Approach for Reducing Positional Bias in LLMs. CoRR (2024)
Yuntong Hu, Zhihan Lei, Zheng Zhang, Bo Pan, Chen Ling, Liang Zhao
GRAG: Graph Retrieval-Augmented Generation. CoRR (2024)