| Discovering invariant rationales for graph neural networks YX Wu, X Wang, A Zhang, X He, TS Chua ICLR 2022, 2022 | 284 | 2022 |
| Med-flamingo: a multimodal medical few-shot learner M Moor, Q Huang, S Wu, M Yasunaga, Y Dalmia, J Leskovec, C Zakka, ... Machine Learning for Health (ML4H), 353-367, 2023 | 224 | 2023 |
| Let invariant rationale discovery inspire graph contrastive learning S Li, X Wang, A Zhang, Y Wu, X He, TS Chua ICML 2022, 2022 | 124 | 2022 |
| Towards multi-grained explainability for graph neural networks X Wang, Y Wu, A Zhang, X He, TS Chua NeurIPS 2021, 2021 | 95 | 2021 |
| Holistic analysis of hallucination in gpt-4v (ision): Bias and interference challenges C Cui, Y Zhou, X Yang, S Wu, L Zhang, J Zou, H Yao arXiv preprint arXiv:2311.03287, 2023 | 88 | 2023 |
| Discover and Cure: Concept-aware Mitigation of Spurious Correlation S Wu, M Yuksekgonul, L Zhang, J Zou ICML 2023, 2023 | 60 | 2023 |
| Reinforced causal explainer for graph neural networks X Wang, Y Wu, A Zhang, F Feng, X He, TS Chua IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022 | 60 | 2022 |
| STaRK: Benchmarking LLM Retrieval on Textual and Relational Knowledge Bases S Wu, S Zhao, M Yasunaga, K Huang, K Cao, Q Huang, VN Ioannidis, ... NeurIPS 2024, 2024 | 25 | 2024 |
| D4explainer: In-distribution explanations of graph neural network via discrete denoising diffusion J Chen, S Wu, A Gupta, R Ying Advances in Neural Information Processing Systems 36, 2024 | 23* | 2024 |
| Deconfounding to explanation evaluation in graph neural networks YX Wu, X Wang, A Zhang, X Hu, F Feng, X He, TS Chua arXiv preprint arXiv:2201.08802, 2022 | 20 | 2022 |
| AvaTaR: Optimizing LLM Agents for Tool Usage via Contrastive Reasoning S Wu, S Zhao, Q Huang, K Huang, M Yasunaga, K Cao, VN Ioannidis, ... NeurIPS 2024, 2024 | 12* | 2024 |
| GraphMETRO: Mitigating Complex Graph Distribution Shifts via Mixture of Aligned Experts S Wu, K Cao, B Ribeiro, J Zou, J Leskovec NeurIPS 2024, 2024 | 10* | 2024 |
| CollabLLM: From Passive Responders to Active Collaborators S Wu, M Galley, B Peng, H Cheng, G Li, Y Dou, W Cai, J Zou, J Leskovec, ... arXiv preprint arXiv:2502.00640, 2025 | | 2025 |
James ZouStanford UniversityVerified email at stanford.edu