| 2026 | ACL | Experience Retrieval-Augmentation with Electronic Health Records Enables Accurate Discharge QA. | Justice Ou, Tinglin Huang, Yilun Zhao, Ziyang Yu, Peiqing Lu, Yifei Shen, Rex Ying |
| 2026 | EACL | Patient-Similarity Cohort Reasoning in Clinical Text-to-SQL. | Yifei Shen, Yilun Zhao, Justice Ou, Tinglin Huang, Arman Cohan |
| 2025 | ICML | Scalable Generation of Spatial Transcriptomics from Histology Images via Whole-Slide Flow Matching. | Tinglin Huang, Tianyu Liu, Mehrtash Babadi, Wengong Jin, Rex Ying |
| 2024 | ICML | SurfPro: Functional Protein Design Based on Continuous Surface. | Zhenqiao Song, Tinglin Huang, Lei Li, Wengong Jin |
| 2023 | KDD | BatchSampler: Sampling Mini-Batches for Contrastive Learning in Vision, Language, and Graphs. | Zhen Yang, Tinglin Huang, Ming Ding, Yuxiao Dong, Rex Ying, Yukuo Cen, Yangliao Geng, Jie Tang |
| 2022 | WWW | GRAND+: Scalable Graph Random Neural Networks. | Wenzheng Feng, Yuxiao Dong, Tinglin Huang, Ziqi Yin, Xu Cheng, Evgeny Kharlamov, Jie Tang |
| 2021 | KDD | MixGCF: An Improved Training Method for Graph Neural Network-based Recommender Systems. | Tinglin Huang, Yuxiao Dong, Ming Ding, Zhen Yang, Wenzheng Feng, Xinyu Wang, Jie Tang |
| 2021 | WWW | Learning Intents behind Interactions with Knowledge Graph for Recommendation. | Xiang Wang, Tinglin Huang, Dingxian Wang, Yancheng Yuan, Zhenguang Liu, Xiangnan He, Tat-Seng Chua |
| 2019 | PAKDD | Neural Network-Based Deep Encoding for Mixed-Attribute Data Classification. | Tinglin Huang, Yulin He, De-Xin Dai, Wenting Wang, Joshua Zhexue Huang |
| 2009 | ICNC | Application of Heuristic Genetic Algorithm for Optimal Layout of Flow Measurement Stations in Water Distribution Networks. | Hui Zhang, Tinglin Huang, Wenjie He |