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Ziwei Zhang 0001
Person information
- affiliation: Tsinghua University, Department of Computer Science and Technology, Beijing, China
Other persons with the same name
- Ziwei Zhang — disambiguation page
- Ziwei Zhang 0002
— China Agricultural University, Beijing, China
- Ziwei Zhang 0003
- Ziwei Zhang 0004 — Anhui University of Technology, Ma'anshan, China
- Ziwei Zhang 0005 — Southeast University, Nanjing, China
- Ziwei Zhang 0006
- Ziwei Zhang 0007 — China University of Geosciences, Wuhan, China
- Ziwei Zhang 0008
- Ziwei Zhang 0009
- Ziwei Zhang 0010 — Heilongjiang University of Science and Technology, Harbin, China
- Ziwei Zhang 0011 — Nagoya University, Nagoya, Japan
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2020 – today
- 2024
- [j11]Haoyang Li
Invariant Node Representation Learning under Distribution Shifts with Multiple Latent Environments. ACM Trans. Inf. Syst. 42(1): 26:1-26:30 (2024) - [c33]Jie Cai, Xin Wang, Haoyang Li, Ziwei Zhang, Wenwu Zhu:
Multimodal Graph Neural Architecture Search under Distribution Shifts. AAAI 2024: 8227-8235 - [c32]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 - [c31]Haoyang Li, Xin Wang, Ziwei Zhang, Wenwu Zhu:
OOD-GNN: Out-of-Distribution Generalized Graph Neural Network: (Extended Abstract). ICDE 2024: 5681-5682 - [c30]Yang Yao, Xin Wang, Yijian Qin, Ziwei Zhang, Wenwu Zhu, Hong Mei:
Customized Cross-device Neural Architecture Search with Images. ICME 2024: 1-6 - [c29]Haoyang Li, Xin Wang, Zeyang Zhang, Haibo Chen, Ziwei Zhang, Wenwu Zhu:
Disentangled Graph Self-supervised Learning for Out-of-Distribution Generalization. ICML 2024 - [c28]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 - [c27]Beini Xie
Towards Lightweight Graph Neural Network Search with Curriculum Graph Sparsification. KDD 2024: 3563-3573 - [c26]Zeyang Zhang
LLM4DyG: Can Large Language Models Solve Spatial-Temporal Problems on Dynamic Graphs? KDD 2024: 4350-4361 - [i26]Zeyang Zhang, Xin Wang, Ziwei Zhang, Zhou Qin, Weigao Wen, Hui Xue, Haoyang Li, Wenwu Zhu:
Spectral Invariant Learning for Dynamic Graphs under Distribution Shifts. CoRR abs/2403.05026 (2024) - [i25]Zeyang Zhang, Xin Wang, Ziwei Zhang, Guangyao Shen, Shiqi Shen, Wenwu Zhu:
Unsupervised Graph Neural Architecture Search with Disentangled Self-supervision. CoRR abs/2403.05064 (2024) - [i24]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) - [i23]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) - [i22]Beini Xie, Heng Chang, Ziwei Zhang, Zeyang Zhang, Simin Wu, Xin Wang, Yuan Meng, Wenwu Zhu:
Towards Lightweight Graph Neural Network Search with Curriculum Graph Sparsification. CoRR abs/2406.16357 (2024) - 2023
- [j10]Fang Shen
Long-term multivariate time series forecasting in data centers based on multi-factor separation evolutionary spatial-temporal graph neural networks. Knowl. Based Syst. 280: 110997 (2023) - [j9]Ziwei Zhang
Eigen-GNN: A Graph Structure Preserving Plug-in for GNNs. IEEE Trans. Knowl. Data Eng. 35(3): 2544-2555 (2023) - [j8]Ziwei Zhang
Permutation-Equivariant and Proximity-Aware Graph Neural Networks With Stochastic Message Passing. IEEE Trans. Knowl. Data Eng. 35(6): 6182-6193 (2023) - [j7]Haoyang Li
OOD-GNN: Out-of-Distribution Generalized Graph Neural Network. IEEE Trans. Knowl. Data Eng. 35(7): 7328-7340 (2023) - [j6]Haoyang Li
Disentangled Graph Contrastive Learning With Independence Promotion. IEEE Trans. Knowl. Data Eng. 35(8): 7856-7869 (2023) - [j5]Xumin Chen, Ruobing Xie, Zhijie Qiu, Peng Cui, Ziwei Zhang, Shukai Liu, Shiqiang Yang, Bo Zhang, Leyu Lin:
Group-based social diffusion in recommendation. World Wide Web (WWW) 26(4): 1775-1792 (2023) - [c25]Zeyang Zhang, Ziwei Zhang, Xin Wang, Yijian Qin, Zhou Qin, Wenwu Zhu:
Dynamic Heterogeneous Graph Attention Neural Architecture Search. AAAI 2023: 11307-11315 - [c24]Beini Xie, Heng Chang, Ziwei Zhang, Xin Wang, Daixin Wang, Zhiqiang Zhang, Rex Ying, Wenwu Zhu:
Adversarially Robust Neural Architecture Search for Graph Neural Networks. CVPR 2023: 8143-8152 - [c23]Haoyang Li, Xin Wang, Ziwei Zhang, Jianxin Ma, Peng Cui, Wenwu Zhu:
Intention-aware Sequential Recommendation with Structured Intent Transition : (Extended Abstract). ICDE 2023: 3759-3760 - [c22]Zizhao Zhang, Xin Wang, Chaoyu Guan, Ziwei Zhang, Haoyang Li, Wenwu Zhu:
AutoGT: Automated Graph Transformer Architecture Search. ICLR 2023 - [c21]Yijian Qin, Xin Wang, Ziwei Zhang, Hong Chen, Wenwu Zhu:
Multi-task Graph Neural Architecture Search with Task-aware Collaboration and Curriculum. NeurIPS 2023 - [c20]Haonan Yuan, Qingyun Sun, Xingcheng Fu, Ziwei Zhang, Cheng Ji, Hao Peng, Jianxin Li:
Environment-Aware Dynamic Graph Learning for Out-of-Distribution Generalization. NeurIPS 2023 - [c19]Zeyang Zhang, Xin Wang, Ziwei Zhang, Zhou Qin, Weigao Wen, Hui Xue, Haoyang Li, Wenwu Zhu:
Spectral Invariant Learning for Dynamic Graphs under Distribution Shifts. NeurIPS 2023 - [c18]Zeyang Zhang, Xin Wang, Ziwei Zhang, Guangyao Shen, Shiqi Shen, Wenwu Zhu:
Unsupervised Graph Neural Architecture Search with Disentangled Self-Supervision. NeurIPS 2023 - [i21]Beini Xie, Heng Chang, Ziwei Zhang, Xin Wang, Daixin Wang, Zhiqiang Zhang, Rex Ying, Wenwu Zhu:
Adversarially Robust Neural Architecture Search for Graph Neural Networks. CoRR abs/2304.04168 (2023) - [i20]Ziwei Zhang, Haoyang Li, Zeyang Zhang, Yijian Qin, Xin Wang, Wenwu Zhu:
Large Graph Models: A Perspective. CoRR abs/2308.14522 (2023) - [i19]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) - [i18]Yijian Qin, Xin Wang, Ziwei Zhang, Wenwu Zhu:
Disentangled Representation Learning with Large Language Models for Text-Attributed Graphs. CoRR abs/2310.18152 (2023) - [i17]Haonan Yuan, Qingyun Sun, Xingcheng Fu, Ziwei Zhang, Cheng Ji, Hao Peng, Jianxin Li:
Environment-Aware Dynamic Graph Learning for Out-of-Distribution Generalization. CoRR abs/2311.11114 (2023) - [i16]Zeyang Zhang, Xin Wang, Ziwei Zhang, Haoyang Li, Wenwu Zhu:
Out-of-Distribution Generalized Dynamic Graph Neural Network with Disentangled Intervention and Invariance Promotion. CoRR abs/2311.14255 (2023) - 2022
- [j4]Ruobing Xie
Improving Accuracy and Diversity in Matching of Recommendation With Diversified Preference Network. IEEE Trans. Big Data 8(4): 955-967 (2022) - [j3]Ziwei Zhang
Deep Learning on Graphs: A Survey. IEEE Trans. Knowl. Data Eng. 34(1): 249-270 (2022) - [j2]Haoyang Li
Intention-Aware Sequential Recommendation With Structured Intent Transition. IEEE Trans. Knowl. Data Eng. 34(11): 5403-5414 (2022) - [c17]Zeyang Zhang, Ziwei Zhang, Xin Wang, Wenwu Zhu:
Learning to Solve Travelling Salesman Problem with Hardness-Adaptive Curriculum. AAAI 2022: 9136-9144 - [c16]Fang Shen, Zhan Li, Bing Pan, Ziwei Zhang, Jialong Wang, Wendy Zhao, Xin Wang, Wenwu Zhu:
Inter-and-Intra Domain Attention Relational Inference for Rack Temperature Prediction in Data Center. DASFAA (3) 2022: 481-492 - [c15]Xuguang Duan, Xin Wang, Ziwei Zhang, Wenwu Zhu:
Parametric Visual Program Induction with Function Modularization. ICML 2022: 5643-5658 - [c14]Chaoyu Guan, Xin Wang, Hong Chen, Ziwei Zhang, Wenwu Zhu:
Large-Scale Graph Neural Architecture Search. ICML 2022: 7968-7981 - [c13]Yijian Qin, Xin Wang, Ziwei Zhang, Pengtao Xie, Wenwu Zhu:
Graph Neural Architecture Search Under Distribution Shifts. ICML 2022: 18083-18095 - [c12]Haoyang Li, Ziwei Zhang, Xin Wang, Wenwu Zhu:
Learning Invariant Graph Representations for Out-of-Distribution Generalization. NeurIPS 2022 - [c11]Yijian Qin, Ziwei Zhang, Xin Wang, Zeyang Zhang, Wenwu Zhu:
NAS-Bench-Graph: Benchmarking Graph Neural Architecture Search. NeurIPS 2022 - [c10]Zeyang Zhang, Xin Wang, Ziwei Zhang, Haoyang Li, Zhou Qin, Wenwu Zhu:
Dynamic Graph Neural Networks Under Spatio-Temporal Distribution Shift. NeurIPS 2022 - [i15]Xin Wang, Ziwei Zhang, Wenwu Zhu:
Automated Graph Machine Learning: Approaches, Libraries and Directions. CoRR abs/2201.01288 (2022) - [i14]Haoyang Li, Xin Wang, Ziwei Zhang, Wenwu Zhu:
Out-Of-Distribution Generalization on Graphs: A Survey. CoRR abs/2202.07987 (2022) - [i13]Zeyang Zhang, Ziwei Zhang, Xin Wang, Wenwu Zhu:
Learning to Solve Travelling Salesman Problem with Hardness-adaptive Curriculum. CoRR abs/2204.03236 (2022) - [i12]Yijian Qin, Ziwei Zhang, Xin Wang, Zeyang Zhang, Wenwu Zhu:
NAS-Bench-Graph: Benchmarking Graph Neural Architecture Search. CoRR abs/2206.09166 (2022) - 2021
- [c9]Ziwei Zhang, Xin Wang, Wenwu Zhu:
Automated Machine Learning on Graphs: A Survey. IJCAI 2021: 4704-4712 - [c8]Haoxin Liu, Ziwei Zhang, Peng Cui, Yafeng Zhang, Qiang Cui, Jiashuo Liu, Wenwu Zhu:
Signed Graph Neural Network with Latent Groups. KDD 2021: 1066-1075 - [c7]Haoyang Li, Xin Wang, Ziwei Zhang, Zehuan Yuan, Hang Li, Wenwu Zhu:
Disentangled Contrastive Learning on Graphs. NeurIPS 2021: 21872-21884 - [i11]Ruobing Xie, Qi Liu, Shukai Liu, Ziwei Zhang, Peng Cui, Bo Zhang, Leyu Lin:
Improving Accuracy and Diversity in Matching of Recommendation with Diversified Preference Network. CoRR abs/2102.03787 (2021) - [i10]Ziwei Zhang, Xin Wang, Wenwu Zhu:
Automated Machine Learning on Graphs: A Survey. CoRR abs/2103.00742 (2021) - [i9]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) - [i8]Haoyang Li, Xin Wang, Ziwei Zhang, Wenwu Zhu:
OOD-GNN: Out-of-Distribution Generalized Graph Neural Network. CoRR abs/2112.03806 (2021) - [i7]Ziwei Zhang, Xin Wang, Zeyang Zhang, Peng Cui, Wenwu Zhu:
Revisiting Transformation Invariant Geometric Deep Learning: Are Initial Representations All You Need? CoRR abs/2112.12345 (2021) - 2020
- [i6]Ziwei Zhang, Peng Cui, Jian Pei, Xin Wang, Wenwu Zhu:
Eigen-GNN: A Graph Structure Preserving Plug-in for GNNs. CoRR abs/2006.04330 (2020) - [i5]Ziwei Zhang, Chenhao Niu, Peng Cui, Bo Zhang, Wei Cui, Wenwu Zhu:
A Simple and General Graph Neural Network with Stochastic Message Passing. CoRR abs/2009.02562 (2020)
2010 – 2019
- 2019
- [c6]Dingyuan Zhu, Ziwei Zhang, Peng Cui, Wenwu Zhu:
Robust Graph Convolutional Networks Against Adversarial Attacks. KDD 2019: 1399-1407 - 2018
- [j1]Dingyuan Zhu
High-Order Proximity Preserved Embedding for Dynamic Networks. IEEE Trans. Knowl. Data Eng. 30(11): 2134-2144 (2018) - [c5]Ziwei Zhang, Peng Cui, Jian Pei, Xiao Wang, Wenwu Zhu:
TIMERS: Error-Bounded SVD Restart on Dynamic Networks. AAAI 2018: 224-231 - [c4]Ziwei Zhang, Peng Cui, Haoyang Li, Xiao Wang, Wenwu Zhu:
Billion-Scale Network Embedding with Iterative Random Projection. ICDM 2018: 787-796 - [c3]Xiao Wang, Ziwei Zhang, Jing Wang, Peng Cui, Shiqiang Yang:
Power-law Distribution Aware Trust Prediction. IJCAI 2018: 3564-3570 - [c2]Ziwei Zhang, Peng Cui, Xiao Wang, Jian Pei
Arbitrary-Order Proximity Preserved Network Embedding. KDD 2018: 2778-2786 - [i4]Ziwei Zhang, Peng Cui, Haoyang Li, Xiao Wang, Wenwu Zhu:
Billion-scale Network Embedding with Iterative Random Projection. CoRR abs/1805.02396 (2018) - [i3]Ziwei Zhang:
A Note on Spectral Clustering and SVD of Graph Data. CoRR abs/1809.11029 (2018) - [i2]Ziwei Zhang, Peng Cui, Wenwu Zhu:
Deep Learning on Graphs: A Survey. CoRR abs/1812.04202 (2018) - 2017
- [i1]Ziwei Zhang, Peng Cui, Jian Pei, Xiao Wang, Wenwu Zhu:
TIMERS: Error-Bounded SVD Restart on Dynamic Networks. CoRR abs/1711.09541 (2017) - 2016
- [c1]Mingdong Ou, Peng Cui, Jian Pei
Asymmetric Transitivity Preserving Graph Embedding. KDD 2016: 1105-1114
Coauthor Index
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