GQNAS: Graph Q Network for Neural Architecture Search. - Yijian Qin; Xin Wang 019; Peng Cui 001; Wenwu Zhu 001 (ICDM, 2021)

Graph Differentiable Architecture Search with Structure Learning. - Yijian Qin; Xin Wang 019; Zeyang Zhang 001; Wenwu Zhu 001 (NeurIPS, 2021)

AutoGL: A Library for Automated Graph Learning. - Chaoyu Guan; Ziwei Zhang 001; Haoyang Li 001; Heng Chang; Zeyang Zhang 001; Yijian Qin; Jiyan Jiang; Xin Wang 019; Wenwu Zhu 001 (CoRR, 2021)

Graph Neural Architecture Search Under Distribution Shifts. - Yijian Qin; Xin Wang 019; Ziwei Zhang 001; Pengtao Xie; Wenwu Zhu 001 (ICML, 2022)

NAS-Bench-Graph: Benchmarking Graph Neural Architecture Search. - Yijian Qin; Ziwei Zhang 001; Xin Wang 019; Zeyang Zhang 001; Wenwu Zhu 001 (NeurIPS, 2022)

Dynamic Heterogeneous Graph Attention Neural Architecture Search. - Zeyang Zhang 001; Ziwei Zhang 001; Xin Wang 019; Yijian Qin; Zhou Qin; Wenwu Zhu 001 (AAAI, 2023)

Joint Data-Task Generation for Auxiliary Learning. - Hong Chen 011; Xin Wang 019; Yuwei Zhou; Yijian Qin; Chaoyu Guan; Wenwu Zhu 001 (NeurIPS, 2023)

Multi-task Graph Neural Architecture Search with Task-aware Collaboration and Curriculum. - Yijian Qin; Xin Wang 019; Ziwei Zhang 001; Hong Chen 011; Wenwu Zhu 001 (NeurIPS, 2023)

Large Graph Models: A Perspective. - Ziwei Zhang 001; Haoyang Li 001; Zeyang Zhang 001; Yijian Qin; Xin Wang 019; Wenwu Zhu 001 (CoRR, 2023)

LLM4DyG: Can Large Language Models Solve Problems on Dynamic Graphs? - Zeyang Zhang 001; Xin Wang 019; Ziwei Zhang 001; Haoyang Li 001; Yijian Qin; Simin Wu; Wenwu Zhu 001 (CoRR, 2023)

Disentangled Representation Learning with Large Language Models for Text-Attributed Graphs. - Yijian Qin; Xin Wang 019; Ziwei Zhang 001; Wenwu Zhu 001 (CoRR, 2023)

Data-Augmented Curriculum Graph Neural Architecture Search under Distribution Shifts. - Yang Yao 003; Xin Wang 019; Yijian Qin; Ziwei Zhang 001; Wenwu Zhu 001; Hong Mei 001 (AAAI, 2024)

Customized Cross-device Neural Architecture Search with Images. - Yang Yao 003; Xin Wang 019; Yijian Qin; Ziwei Zhang 001; Wenwu Zhu 001; Hong Mei 001 (ICME, 2024)

Disentangled Continual Graph Neural Architecture Search with Invariant Modular Supernet. - Zeyang Zhang 001; Xin Wang 019; Yijian Qin; Hong Chen 011; Ziwei Zhang 001; Xu Chu; Wenwu Zhu 001 (ICML, 2024)

LLM4DyG: Can Large Language Models Solve Spatial-Temporal Problems on Dynamic Graphs? - Zeyang Zhang 001; Xin Wang 019; Ziwei Zhang 001; Haoyang Li 001; Yijian Qin; Wenwu Zhu 001 (KDD, 2024)

Exploring the Potential of Large Language Models in Graph Generation. - Yang Yao 003; Xin Wang 019; Zeyang Zhang 001; Yijian Qin; Ziwei Zhang 001; Xu Chu; Yuekui Yang; Wenwu Zhu 001; Hong Mei 001 (CoRR, 2024)

Causal-Aware Graph Neural Architecture Search under Distribution Shifts. - Peiwen Li; Xin Wang 019; Zeyang Zhang 001; Yijian Qin; Ziwei Zhang 001; Jialong Wang; Yang Li 104; Wenwu Zhu 001 (CoRR, 2024)

Behavior Importance-Aware Graph Neural Architecture Search for Cross-Domain Recommendation. - Chendi Ge; Xin Wang 019; Ziwei Zhang 001; Yijian Qin; Hong Chen 011; Haiyang Wu; Yang Zhang; Yuekui Yang; Wenwu Zhu 001 (AAAI, 2025)

JAQ: Joint Efficient Architecture Design and Low-Bit Quantization with Hardware-Software Co-Exploration. - Mingzi Wang; Yuan Meng; Chen Tang; Weixiang Zhang; Yijian Qin; Yang Yao 003; Yingxin Li; Tongtong Feng; Xin Wang 019; Xun Guan; Zhi Wang 001; Wenwu Zhu 001 (AAAI, 2025)