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2020 – today
- 2025
[c13]Chendi Ge, Xin Wang, Ziwei Zhang, Yijian Qin, Hong Chen, Haiyang Wu, Yang Zhang, Yuekui Yang, Wenwu Zhu:
Behavior Importance-Aware Graph Neural Architecture Search for Cross-Domain Recommendation. AAAI 2025: 11708-11716- [c12]Mingzi Wang, Yuan Meng, Chen Tang, Weixiang Zhang, Yijian Qin, Yang Yao, Yingxin Li, Tongtong Feng
, Xin Wang, Xun Guan, Zhi Wang, Wenwu Zhu:
JAQ: Joint Efficient Architecture Design and Low-Bit Quantization with Hardware-Software Co-Exploration. AAAI 2025: 21171-21179 - [i9]Mingzi Wang, Yuan Meng, Chen Tang, Weixiang Zhang, Yijian Qin, Yang Yao, Yingxin Li, Tongtong Feng, Xin Wang, Xun Guan, Zhi Wang, Wenwu Zhu:
JAQ: Joint Efficient Architecture Design and Low-Bit Quantization with Hardware-Software Co-Exploration. CoRR abs/2501.05339 (2025) - [i8]Chendi Ge, Xin Wang, Ziwei Zhang, Yijian Qin, Hong Chen, Haiyang Wu, Yang Zhang, Yuekui Yang, Wenwu Zhu:
Behavior Importance-Aware Graph Neural Architecture Search for Cross-Domain Recommendation. CoRR abs/2504.07102 (2025) - 2024
- [c11]Yang Yao, Xin Wang, Yijian Qin, Ziwei Zhang, Wenwu Zhu, Hong Mei:
Data-Augmented Curriculum Graph Neural Architecture Search under Distribution Shifts. AAAI 2024: 16433-16441 - [c10]Yang Yao, Xin Wang, Yijian Qin, Ziwei Zhang, Wenwu Zhu, Hong Mei:
Customized Cross-device Neural Architecture Search with Images. ICME 2024: 1-6 - [c9]Zeyang Zhang, Xin Wang, Yijian Qin, Hong Chen, Ziwei Zhang, Xu Chu, Wenwu Zhu:
Disentangled Continual Graph Neural Architecture Search with Invariant Modular Supernet. ICML 2024 - [c8]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: 4350-4361 - [i7]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 abs/2403.14358 (2024) - [i6]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 abs/2405.16489 (2024) - 2023
- [c7]Zeyang Zhang, Ziwei Zhang, Xin Wang, Yijian Qin, Zhou Qin, Wenwu Zhu:
Dynamic Heterogeneous Graph Attention Neural Architecture Search. AAAI 2023: 11307-11315 - [c6]Hong Chen, Xin Wang, Yuwei Zhou, Yijian Qin, Chaoyu Guan, Wenwu Zhu:
Joint Data-Task Generation for Auxiliary Learning. NeurIPS 2023 - [c5]Yijian Qin, Xin Wang, Ziwei Zhang, Hong Chen, Wenwu Zhu:
Multi-task Graph Neural Architecture Search with Task-aware Collaboration and Curriculum. NeurIPS 2023 - [i5]Ziwei Zhang, Haoyang Li, Zeyang Zhang, Yijian Qin, Xin Wang, Wenwu Zhu:
Large Graph Models: A Perspective. CoRR abs/2308.14522 (2023) - [i4]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 abs/2310.17110 (2023) - [i3]Yijian Qin, Xin Wang, Ziwei Zhang, Wenwu Zhu:
Disentangled Representation Learning with Large Language Models for Text-Attributed Graphs. CoRR abs/2310.18152 (2023) - 2022
- [c4]Yijian Qin, Xin Wang, Ziwei Zhang, Pengtao Xie, Wenwu Zhu:
Graph Neural Architecture Search Under Distribution Shifts. ICML 2022: 18083-18095 - [c3]Yijian Qin, Ziwei Zhang, Xin Wang, Zeyang Zhang, Wenwu Zhu:
NAS-Bench-Graph: Benchmarking Graph Neural Architecture Search. NeurIPS 2022 - [i2]Yijian Qin, Ziwei Zhang, Xin Wang, Zeyang Zhang, Wenwu Zhu:
NAS-Bench-Graph: Benchmarking Graph Neural Architecture Search. CoRR abs/2206.09166 (2022) - 2021
- [c2]Yijian Qin, Xin Wang, Peng Cui, Wenwu Zhu:
GQNAS: Graph Q Network for Neural Architecture Search. ICDM 2021: 1288-1293 - [c1]Yijian Qin, Xin Wang, Zeyang Zhang, Wenwu Zhu:
Graph Differentiable Architecture Search with Structure Learning. NeurIPS 2021: 16860-16872 - [i1]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 abs/2104.04987 (2021)
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