Yijian Qin

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 16

Top Topics

Search Algorithm

Neural Architecture

Top Venues

Publications

Yang Yao, Xin Wang, Zeyang Zhang, Yijian Qin, Ziwei Zhang, Xu Chu, Yuekui Yang, Wenwu Zhu, Hong Mei
Exploring the Potential of Large Language Models in Graph Generation. CoRR (2024)
Peiwen Li, Xin Wang, Zeyang Zhang, Yijian Qin, Ziwei Zhang, Jialong Wang, Yang Li, Wenwu Zhu
Causal-Aware Graph Neural Architecture Search under Distribution Shifts. CoRR (2024)
Yang Yao, Xin Wang, Yijian Qin, Ziwei Zhang, Wenwu Zhu, Hong Mei
Data-Augmented Curriculum Graph Neural Architecture Search under Distribution Shifts. AAAI (2024)
Zeyang Zhang, Xin Wang, Ziwei Zhang, Haoyang Li, Yijian Qin, Wenwu Zhu
LLM4DyG: Can Large Language Models Solve Spatial-Temporal Problems on Dynamic Graphs? KDD (2024)
Ziwei Zhang, Haoyang Li, Zeyang Zhang, Yijian Qin, Xin Wang, Wenwu Zhu
Large Graph Models: A Perspective. CoRR (2023)
Zeyang Zhang, Xin Wang, Ziwei Zhang, Haoyang Li, Yijian Qin, Simin Wu, Wenwu Zhu
LLM4DyG: Can Large Language Models Solve Problems on Dynamic Graphs? CoRR (2023)
Zeyang Zhang, Ziwei Zhang, Xin Wang, Yijian Qin, Zhou Qin, Wenwu Zhu
Dynamic Heterogeneous Graph Attention Neural Architecture Search. AAAI (2023)
Hong Chen, Xin Wang, Yuwei Zhou, Yijian Qin, Chaoyu Guan, Wenwu Zhu
Joint Data-Task Generation for Auxiliary Learning. NeurIPS (2023)
Yijian Qin, Xin Wang, Ziwei Zhang, Wenwu Zhu
Disentangled Representation Learning with Large Language Models for Text-Attributed Graphs. CoRR (2023)
Yijian Qin, Xin Wang, Ziwei Zhang, Hong Chen, Wenwu Zhu
Multi-task Graph Neural Architecture Search with Task-aware Collaboration and Curriculum. NeurIPS (2023)
Yijian Qin, Ziwei Zhang, Xin Wang, Zeyang Zhang, Wenwu Zhu
NAS-Bench-Graph: Benchmarking Graph Neural Architecture Search. NeurIPS (2022)
Yijian Qin, Xin Wang, Ziwei Zhang, Pengtao Xie, Wenwu Zhu
Graph Neural Architecture Search Under Distribution Shifts. ICML (2022)
Yijian Qin, Ziwei Zhang, Xin Wang, Zeyang Zhang, Wenwu Zhu
NAS-Bench-Graph: Benchmarking Graph Neural Architecture Search. CoRR (2022)
Chaoyu Guan, Ziwei Zhang, Haoyang Li, Heng Chang, Zeyang Zhang, Yijian Qin, Jiyan Jiang, Xin Wang, Wenwu Zhu
AutoGL: A Library for Automated Graph Learning. CoRR (2021)
Yijian Qin, Xin Wang, Zeyang Zhang, Wenwu Zhu
Graph Differentiable Architecture Search with Structure Learning. NeurIPS (2021)
Yijian Qin, Xin Wang, Peng Cui, Wenwu Zhu
GQNAS: Graph Q Network for Neural Architecture Search. ICDM (2021)