Yijian Qin

According to our database, Yijian Qin authored at least 16 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Causal-Aware Graph Neural Architecture Search under Distribution Shifts.

Peiwen Li, Xin Wang, Zeyang Zhang, Yijian Qin, Ziwei Zhang, Jialong Wang, Yang Li, Wenwu Zhu

CoRR, 2024

Exploring the Potential of Large Language Models in Graph Generation.

Yang Yao, Xin Wang, Zeyang Zhang, Yijian Qin, Ziwei Zhang, Xu Chu, Yuekui Yang, Wenwu Zhu, Hong Mei

CoRR, 2024

LLM4DyG: Can Large Language Models Solve Spatial-Temporal Problems on Dynamic Graphs?

Zeyang Zhang, Xin Wang, Ziwei Zhang, Haoyang Li, Yijian Qin, Wenwu Zhu

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Disentangled Continual Graph Neural Architecture Search with Invariant Modular Supernet.

Zeyang Zhang, Xin Wang, Yijian Qin, Hong Chen, Ziwei Zhang, Xu Chu, Wenwu Zhu

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Data-Augmented Curriculum Graph Neural Architecture Search under Distribution Shifts.

Yang Yao, Xin Wang, Yijian Qin, Ziwei Zhang, Wenwu Zhu, Hong Mei

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Disentangled Representation Learning with Large Language Models for Text-Attributed Graphs.

Yijian Qin, Xin Wang, Ziwei Zhang, Wenwu Zhu

CoRR, 2023

LLM4DyG: Can Large Language Models Solve Problems on Dynamic Graphs?

Zeyang Zhang, Xin Wang, Ziwei Zhang, Haoyang Li, Yijian Qin, Simin Wu, Wenwu Zhu

CoRR, 2023

Large Graph Models: A Perspective.

Ziwei Zhang, Haoyang Li, Zeyang Zhang, Yijian Qin, Xin Wang, Wenwu Zhu

CoRR, 2023

Multi-task Graph Neural Architecture Search with Task-aware Collaboration and Curriculum.

Yijian Qin, Xin Wang, Ziwei Zhang, Hong Chen, Wenwu Zhu

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Joint Data-Task Generation for Auxiliary Learning.

Hong Chen, Xin Wang, Yuwei Zhou, Yijian Qin, Chaoyu Guan, Wenwu Zhu

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Dynamic Heterogeneous Graph Attention Neural Architecture Search.

Zeyang Zhang, Ziwei Zhang, Xin Wang, Yijian Qin, Zhou Qin, Wenwu Zhu

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

NAS-Bench-Graph: Benchmarking Graph Neural Architecture Search.

Yijian Qin, Ziwei Zhang, Xin Wang, Zeyang Zhang, Wenwu Zhu

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Graph Neural Architecture Search Under Distribution Shifts.

Yijian Qin, Xin Wang, Ziwei Zhang, Pengtao Xie, Wenwu Zhu

Proceedings of the International Conference on Machine Learning, 2022

2021

AutoGL: A Library for Automated Graph Learning.

Chaoyu Guan, Ziwei Zhang, Haoyang Li, Heng Chang, Zeyang Zhang, Yijian Qin, Jiyan Jiang, Xin Wang, Wenwu Zhu

CoRR, 2021

Graph Differentiable Architecture Search with Structure Learning.

Yijian Qin, Xin Wang, Zeyang Zhang, Wenwu Zhu

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

GQNAS: Graph Q Network for Neural Architecture Search.

Yijian Qin, Xin Wang, Peng Cui, Wenwu Zhu

Proceedings of the IEEE International Conference on Data Mining, 2021