| 2026 | ACL | Mitigating Structural Knowledge Collapse in Domain-Specific LLMs via Morpheme-Aware KV-Aggregation. | Yuxuan Si, Zheqi Lv, Chengxi Zang, Zhengyu Chen, Fei Wu |
| 2023 | KDD | Mining Electronic Health Records for Real-World Evidence. | Chengxi Zang, Weishen Pan, Fei Wang |
| 2021 | ICDM | SCEHR: Supervised Contrastive Learning for Clinical Risk Prediction using Electronic Health Records. | Chengxi Zang, Fei Wang |
| 2020 | KDD | Recent Advances on Graph Analytics and Its Applications in Healthcare. | Fei Wang, Peng Cui, Jian Pei, Yangqiu Song, Chengxi Zang |
| 2020 | KDD | MoFlow: An Invertible Flow Model for Generating Molecular Graphs. | Chengxi Zang, Fei Wang |
| 2020 | KDD | Neural Dynamics on Complex Networks. | Chengxi Zang, Fei Wang |
| 2019 | KDD | Fates of Microscopic Social Ecosystems: Keep Alive or Dead? | Haoyang Li, Peng Cui, Chengxi Zang, Tianyang Zhang, Wenwu Zhu, Yishi Lin |
| 2019 | KDD | Uncovering the Co-driven Mechanism of Social and Content Links in User Churn Phenomena. | Yunfei Lu, Linyun Yu, Peng Cui, Chengxi Zang, Renzhe Xu, Yihao Liu, Lei Li, Wenwu Zhu |
| 2019 | KDD | Uncovering Pattern Formation of Information Flow. | Chengxi Zang, Peng Cui, Chaoming Song, Wenwu Zhu, Fei Wang |
| 2019 | KDD | Dynamical Origins of Distribution Functions. | Chengxi Zang, Peng Cui, Wenwu Zhu, Fei Wang |
| 2018 | ICDM | Collective Human Behavior in Cascading System: Discovery, Modeling and Applications. | Yunfei Lu, Linyun Yu, Tianyang Zhang, Chengxi Zang, Peng Cui, Chaoming Song, Wenwu Zhu |
| 2018 | KDD | Learning and Interpreting Complex Distributions in Empirical Data. | Chengxi Zang, Peng Cui, Wenwu Zhu |
| 2017 | KDD | Long Short Memory Process: Modeling Growth Dynamics of Microscopic Social Connectivity. | Chengxi Zang, Peng Cui, Christos Faloutsos, Wenwu Zhu |
| 2017 | WWW | Quantifying Structural Patterns of Information Cascades. | Chengxi Zang, Peng Cui, Chaoming Song, Christos Faloutsos, Wenwu Zhu |
| 2016 | KDD | Beyond Sigmoids: The NetTide Model for Social Network Growth, and Its Applications. | Chengxi Zang, Peng Cui, Christos Faloutsos |