Network self attention for forecasting time series. - Yuntong Hu; Fuyuan Xiao 001 (Appl. Soft Comput., 2022)

Beyond Text: A Deep Dive into Large Language Models' Ability on Understanding Graph Data. - Yuntong Hu; Zheng Zhang 047; Liang Zhao 002 (CoRR, 2023)

Time-Series Forecasting Based on Fuzzy Cognitive Visibility Graph and Weighted Multisubgraph Similarity. - Yuntong Hu; Fuyuan Xiao 001 (IEEE Trans. Fuzzy Syst., 2023)

ELAD: Explanation-Guided Large Language Models Active Distillation. - Yifei Zhang 006; Bo Pan; Chen Ling 003; Yuntong Hu; Liang Zhao 002 (ACL (Findings), 2024)

Distilling Large Language Models for Text-Attributed Graph Learning. - Bo Pan; Zheng Zhang 047; Yifei Zhang 006; Yuntong Hu; Liang Zhao 002 (CIKM, 2024)

Transferable Unsupervised Outlier Detection Framework for Human Semantic Trajectories. - Zheng Zhang 047; Hossein Amiri; Dazhou Yu; Yuntong Hu; Liang Zhao 002; Andreas Züfle (SIGSPATIAL/GIS, 2024)

PolygonGNN: Representation Learning for Polygonal Geometries with Heterogeneous Visibility Graph. - Dazhou Yu; Yuntong Hu; Yun Li 005; Liang Zhao 002 (KDD, 2024)

TEG-DB: A Comprehensive Dataset and Benchmark of Textual-Edge Graphs. - Zhuofeng Li; Zixing Gou; Xiangnan Zhang; Zhongyuan Liu; Sirui Li; Yuntong Hu; Chen Ling 003; Zheng Zhang 047; Liang Zhao 002 (NeurIPS, 2024)

Link Prediction on Textual Edge Graphs. - Chen Ling 003; Zhuofeng Li; Yuntong Hu; Zheng Zhang 047; Zhongyuan Liu; Shuang Zheng; Liang Zhao 002 (CoRR, 2024)

TAGA: Text-Attributed Graph Self-Supervised Learning by Synergizing Graph and Text Mutual Transformations. - Zheng Zhang 047; Yuntong Hu; Bo Pan; Chen Ling 003; Liang Zhao 002 (CoRR, 2024)

HiReview: Hierarchical Taxonomy-Driven Automatic Literature Review Generation. - Yuntong Hu; Zhuofeng Li; Zheng Zhang 047; Chen Ling 003; Raasikh Kanjiani; Boxin Zhao; Liang Zhao 002 (CoRR, 2024)

GraphNarrator: Generating Textual Explanations for Graph Neural Networks. - Bo Pan; Zhen Xiong; Guanchen Wu; Zheng Zhang 047; Yifei Zhang 006; Yuntong Hu; Liang Zhao 002 (ACL (1), 2025)

GRAG: Graph Retrieval-Augmented Generation. - Yuntong Hu; Zhihan Lei; Zheng Zhang 047; Bo Pan; Chen Ling 003; Liang Zhao 002 (NAACL (Findings), 2025)

CG-RAG: Research Question Answering by Citation Graph Retrieval-Augmented LLMs. - Yuntong Hu; Zhihan Lei; Zhongjie Dai; Allen Zhang 005; Abhinav Angirekula; Zheng Zhang 047; Liang Zhao 002 (SIGIR, 2025)

Network Tomography with Path-Centric Graph Neural Network. - Yuntong Hu; Junxiang Wang; Liang Zhao (CoRR, 2025)