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2020 – today
- 2025
[j3]Zhimeng Guo
, Zongyu Wu, Teng Xiao, Charu Aggarwal, Hui Liu, Suhang Wang:
Counterfactual Learning on Graphs: A Survey. Mach. Intell. Res. 22(1): 17-59 (2025)- [c4]Yilong Wang, Tianxiang Zhao, Zongyu Wu, Suhang Wang:
Bridging Source and Target Domains via Link Prediction for Unsupervised Domain Adaptation on Graphs. WSDM 2025: 678-687 - 2024
- [c3]Huaisheng Zhu, Zongyu Wu, Tianxiang Zhao, Suhang Wang:
AmGNN: A Framework for Adaptive Processing of Inter-layer Information in Multi-layer Graph. ASONAM (1) 2024: 472-488 - [c2]Zongyu Wu, Hongcheng Gao, Yueze Wang, Xiang Zhang, Suhang Wang:
Universal Prompt Optimizer for Safe Text-to-Image Generation. NAACL-HLT 2024: 6340-6354 - [c1]Jiadong Pan, Hongcheng Gao, Zongyu Wu, Taihang Hu, Li Su, Qingming Huang, Liang Li:
Leveraging Catastrophic Forgetting to Develop Safe Diffusion Models against Malicious Finetuning. NeurIPS 2024 - [i8]Zongyu Wu, Hongcheng Gao, Yueze Wang, Xiang Zhang, Suhang Wang:
Universal Prompt Optimizer for Safe Text-to-Image Generation. CoRR abs/2402.10882 (2024) - [i7]Junjie Xu, Zongyu Wu, Minhua Lin, Xiang Zhang, Suhang Wang:
LLM and GNN are Complementary: Distilling LLM for Multimodal Graph Learning. CoRR abs/2406.01032 (2024) - [i6]Zhiwei Zhang, Minhua Lin, Junjie Xu, Zongyu Wu, Enyan Dai, Suhang Wang:
Robustness-Inspired Defense Against Backdoor Attacks on Graph Neural Networks. CoRR abs/2406.09836 (2024) - [i5]Xianren Zhang, Xianfeng Tang, Hui Liu, Zongyu Wu, Qi He, Dongwon Lee, Suhang Wang:
Divide-Verify-Refine: Aligning LLM Responses with Complex Instructions. CoRR abs/2410.12207 (2024) - [i4]Minhua Lin, Zhiwei Zhang, Enyan Dai, Zongyu Wu, Yilong Wang, Xiang Zhang, Suhang Wang:
Trojan Prompt Attacks on Graph Neural Networks. CoRR abs/2410.13974 (2024) - [i3]Zhiwei Zhang, Fali Wang, Xiaomin Li, Zongyu Wu, Xianfeng Tang, Hui Liu, Qi He, Wenpeng Yin, Suhang Wang:
Does your LLM truly unlearn? An embarrassingly simple approach to recover unlearned knowledge. CoRR abs/2410.16454 (2024) - [i2]Minhua Lin, Zhengzhang Chen, Yanchi Liu, Xujiang Zhao, Zongyu Wu, Junxiang Wang, Xiang Zhang, Suhang Wang, Haifeng Chen:
Decoding Time Series with LLMs: A Multi-Agent Framework for Cross-Domain Annotation. CoRR abs/2410.17462 (2024) - [i1]Fali Wang, Zhiwei Zhang, Xianren Zhang, Zongyu Wu, Tzuhao Mo, Qiuhao Lu, Wanjing Wang, Rui Li, Junjie Xu, Xianfeng Tang, Qi He, Yao Ma, Ming Huang, Suhang Wang:
A Comprehensive Survey of Small Language Models in the Era of Large Language Models: Techniques, Enhancements, Applications, Collaboration with LLMs, and Trustworthiness. CoRR abs/2411.03350 (2024) - 2022
- [j2]Lingling Lv, Zongyu Wu, Jinhua Zhang, Lei Zhang, Zhiyuan Tan, Zhihong Tian:
A VMD and LSTM Based Hybrid Model of Load Forecasting for Power Grid Security. IEEE Trans. Ind. Informatics 18(9): 6474-6482 (2022) - [j1]Lingling Lv, Zongyu Wu, Lei Zhang, Brij B. Gupta, Zhihong Tian:
An Edge-AI Based Forecasting Approach for Improving Smart Microgrid Efficiency. IEEE Trans. Ind. Informatics 18(11): 7946-7954 (2022)
Coauthor Index
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