AISLE: Self-supervised Representation Learning for the Investigation of Advanced Persistent Threat. - Zian Jia; Xiaosu Wang; Yun Xiong; Yao Zhang 009; Jinjing Zhao (DSC, 2022)

MAGIC: Detecting Advanced Persistent Threats via Masked Graph Representation Learning. - Zian Jia; Yun Xiong; Yuhong Nan; Yao Zhang 009; Jinjing Zhao; Mi Wen (USENIX Security Symposium, 2024)

MetaScientist: A Human-AI Synergistic Framework for Automated Mechanical Metamaterial Design. - Jingyuan Qi; Zian Jia; Minqian Liu; Wangzhi Zhan; Junkai Zhang; Xiaofei Wen; Jingru Gan; Jianpeng Chen; Qin Liu 010; Mingyu Derek Ma; Bangzheng Li; Haohui Wang; et al. (CoRR, 2024)

Unifying Text Semantics and Graph Structures for Temporal Text-attributed Graphs with Large Language Models. - Siwei Zhang 001; Yun Xiong; Yateng Tang; Xi Chen 072; Zian Jia; Zehao Gu; Jiarong Xu; Jiawei Zhang 001 (CoRR, 2025)

MetamatBench: Integrating Heterogeneous Data, Computational Tools, and Visual Interface for Metamaterial Discovery. - Jianpeng Chen; Wangzhi Zhan; Haohui Wang; Zian Jia; Jingru Gan; Junkai Zhang; Jingyuan Qi; Tingwei Chen; Lifu Huang; Muhao Chen 001; Ling Li; Wei Wang 010; et al. (CoRR, 2025)