| 2025 | ICLR | AutoG: Towards automatic graph construction from tabular data. | Zhikai Chen, Han Xie, Jian Zhang, Xiang Song, Jiliang Tang, Huzefa Rangwala, George Karypis |
| 2025 | ICLR | Spectro-Riemannian Graph Neural Networks. | Karish Grover, Haiyang Yu, Xiang Song, Qi Zhu, Han Xie, Vassilis N. Ioannidis, Christos Faloutsos |
| 2025 | ICML | GuardAgent: Safeguard LLM Agents via Knowledge-Enabled Reasoning. | Zhen Xiang, Linzhi Zheng, Yanjie Li, Junyuan Hong, Qinbin Li, Han Xie, Jiawei Zhang, Zidi Xiong, Chulin Xie, Carl Yang, Dawn Song, Bo Li |
| 2025 | SMC | Spatial Interpolation Based on Causal Spatiotemporal Modeling. | Han Xie, Shiyong Lan, Yao Ren, Weihong Yuan, Xinyuan Zhou, Zhiang Hou |
| 2025 | SDM | FedGrAINS: Personalized SubGraph Federated Learning with AdaptIve Neighbor Sampling. | Emir Ceyani, Han Xie, Baturalp Buyukates, Carl Yang, Salman Avestimehr |
| 2024 | CIKM | Federated Node Classification over Distributed Ego-Networks with Secure Contrastive Embedding Sharing. | Han Xie, Li Xiong, Carl Yang |
| 2023 | IROS | Real-Time Elevation Mapping with Bayesian Ground Filling and Traversability Analysis for UGV Navigation. | Han Xie, Xunyu Zhong, Bushi Chen, Pengfei Peng, Huosheng Hu, Qiang Liu |
| 2023 | KDD | Graph-Aware Language Model Pre-Training on a Large Graph Corpus Can Help Multiple Graph Applications. | Han Xie, Da Zheng, Jun Ma, Houyu Zhang, Vassilis N. Ioannidis, Xiang Song, Qing Ping, Sheng Wang, Carl Yang, Yi Xu, Belinda Zeng, Trishul Chilimbi |
| 2023 | WWW | Federated Node Classification over Graphs with Latent Link-type Heterogeneity. | Han Xie, Li Xiong, Carl Yang |
| 2019 | HCI | Urban Interaction Design Supports Modular Design Practice for Urban Public Space. | Huan Wang, Ming Yan, Han Xie, Zhiyong Fu |
| 2019 | WABI | Detecting Transcriptomic Structural Variants in Heterogeneous Contexts via the Multiple Compatible Arrangements Problem. | Yutong Qiu, Cong Ma, Han Xie, Carl Kingsford |