| Dynamic Graph Neural Networks Under Spatio-Temporal Distribution Shift Z Zhang, X Wang, Z Zhang, H Li, Z Qin, W Zhu Thirty-Sixth Conference on Neural Information Processing Systems (NeurIPS), 2022 | 71 | 2022 |
| Learning to Solve Travelling Salesman Problem with Hardness-adaptive Curriculum Z Zhang, Z Zhang, X Wang, W Zhu 36th AAAI Conference on Artificial Intelligence (AAAI), 2022 | 54 | 2022 |
| Graph differentiable architecture search with structure learning Y Qin, X Wang, Z Zhang, W Zhu Thirty-Fifth Conference on Neural Information Processing Systems (NeurIPS …, 2021 | 51 | 2021 |
| LLM4DyG: Can Large Language Models Solve Spatio-Temporal Problems on Dynamic Graphs Z Zhang, X Wang, Z Zhang, H Li, Y Qin, W Zhu Conference on Knowledge Discovery & Data Mining (ACM SIGKDD), 2023 | 40* | 2023 |
| AutoGL: A Library for Automated Graph Learning C Guan, Z Zhang, H Li, H Chang, Z Zhang, Y Qin, J Jiang, X Wang, W Zhu ICLR 2021 Workshop GTRL, 2021 | 37* | 2021 |
| Graph meets llms: Towards large graph models Z Zhang, H Li, Z Zhang, Y Qin, X Wang, W Zhu NeurIPS 2023 Workshop: New Frontiers in Graph Learning, 2023 | 32* | 2023 |
| NAS-Bench-Graph: Benchmarking Graph Neural Architecture Search Y Qin, Z Zhang, X Wang, Z Zhang, W Zhu Thirty-Sixth Conference on Neural Information Processing Systems (NeurIPS), 2022 | 31 | 2022 |
| Dynamic Heterogeneous Graph Attention Neural Architecture Search Z Zhang, Z Zhang, X Wang, Y Qin, Z Qin, W Zhu 37th AAAI Conference on Artificial Intelligence (AAAI), 2023 | 24 | 2023 |
| Spectral invariant learning for dynamic graphs under distribution shifts Z Zhang, X Wang, Z Zhang, Z Qin, W Wen, H Xue, H Li, W Zhu Thirty-Seventh Conference on Neural Information Processing Systems (NeurIPS), 2023 | 16 | 2023 |
| Unsupervised Graph Neural Architecture Search with Disentangled Self-Supervision Z Zhang, X Wang, Z Zhang, G Shen, S Shen, W Zhu Thirty-Seventh Conference on Neural Information Processing Systems (NeurIPS), 2023 | 14 | 2023 |
| LLM-Enhanced Causal Discovery in Temporal Domain from Interventional Data P Li, X Wang, Z Zhang, Y Meng, F Shen, Y Li, J Wang, Y Li, W Zhu arXiv preprint arXiv:2404.14786, 2024 | 10 | 2024 |
| Out-of-distribution generalized dynamic graph neural network for human albumin prediction Z Zhang, X Li, F Teng, N Lin, X Zhu, X Wang, W Zhu IEEE International Conference on Medical Artificial Intelligence, 2023 | 10 | 2023 |
| Exploring the Potential of Large Language Models in Graph Generation Y Yao, X Wang, Z Zhang, Y Qin, Z Zhang, X Chu, Y Yang, W Zhu, H Mei arXiv preprint arXiv:2403.14358, 2024 | 9 | 2024 |
| Disentangled Graph Self-supervised Learning for Out-of-Distribution Generalization H Li, X Wang, Z Zhang, H Chen, Z Zhang, W Zhu Forty-first International Conference on Machine Learning, 2024 | 9 | 2024 |
| Out-of-Distribution Generalized Dynamic Graph Neural Network with Disentangled Intervention and Invariance Promotion Z Zhang, X Wang, Z Zhang, H Li, W Zhu arXiv preprint arXiv:2311.14255, 2023 | 9 | 2023 |
| Revisiting Transformation Invariant Geometric Deep Learning: Are Initial Representations All You Need? Z Zhang, X Wang, Z Zhang, P Cui, W Zhu arXiv preprint arXiv:2112.12345, 2021 | 9 | 2021 |
| LLM4VG: large language models evaluation for video grounding W Feng, X Wang, H Chen, Z Zhang, H Chen, Z Song, Y Zhou, Y Yang, ... arXiv preprint arXiv:2312.14206, 2023 | 8 | 2023 |
| Disentangled Continual Graph Neural Architecture Search with Invariant Modular Supernet Z Zhang, X Wang, Y Qin, H Chen, Z Zhang, X Chu, W Zhu Forty-first International Conference on Machine Learning, 0 | 7 | |
| Disenstudio: Customized multi-subject text-to-video generation with disentangled spatial control H Chen, X Wang, Y Zhang, Y Zhou, Z Zhang, S Tang, W Zhu Proceedings of the 32nd ACM International Conference on Multimedia, 3637-3646, 2024 | 6 | 2024 |
| Multi-Modal Generative AI: Multi-modal LLM, Diffusion and Beyond H Chen, X Wang, Y Zhou, B Huang, Y Zhang, W Feng, H Chen, Z Zhang, ... arXiv preprint arXiv:2409.14993, 2024 | 6 | 2024 |
Wenwu ZhuProfessor, Computer Science, Tsinghua UniverisityVerified email at tsinghua.edu.cn
