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2020 – today
- 2025
[c3]Jianpeng Chen
, Wangzhi Zhan, Haohui Wang, Zian Jia, Jingru Gan, Junkai Zhang, Jingyuan Qi, Tingwei Chen, Lifu Huang, Muhao Chen, Ling Li, Wei Wang, Dawei Zhou:
MetamatBench: Integrating Heterogeneous Data, Computational Tools, and Visual Interface for Metamaterial Discovery. KDD (2) 2025: 5334-5344- [i5]Siwei Zhang, Yun Xiong, Yateng Tang, Xi Chen, Zian Jia, Zehao Gu, Jiarong Xu, Jiawei Zhang:
Unifying Text Semantics and Graph Structures for Temporal Text-attributed Graphs with Large Language Models. CoRR abs/2503.14411 (2025) - [i4]Jianpeng Chen, Wangzhi Zhan, Haohui Wang, Zian Jia, Jingru Gan, Junkai Zhang, Jingyuan Qi, Tingwei Chen, Lifu Huang, Muhao Chen, Ling Li, Wei Wang, Dawei Zhou:
MetamatBench: Integrating Heterogeneous Data, Computational Tools, and Visual Interface for Metamaterial Discovery. CoRR abs/2505.20299 (2025) - [i3]Junkai Zhang, Jingru Gan, Xiaoxuan Wang, Zian Jia, Changquan Gu, Jianpeng Chen, Yanqiao Zhu, Mingyu Derek Ma, Dawei Zhou, Ling Li, Wei Wang:
MatSciBench: Benchmarking the Reasoning Ability of Large Language Models in Materials Science. CoRR abs/2510.12171 (2025) - 2024
- [c2]Zian Jia, Yun Xiong, Yuhong Nan, Yao Zhang, Jinjing Zhao, Mi Wen:
MAGIC: Detecting Advanced Persistent Threats via Masked Graph Representation Learning. USENIX Security Symposium 2024 - [i2]Jingyuan Qi, Zian Jia, Minqian Liu, Wangzhi Zhan, Junkai Zhang, Xiaofei Wen, Jingru Gan, Jianpeng Chen, Qin Liu, Mingyu Derek Ma, Bangzheng Li, Haohui Wang, Adithya Kulkarni, Muhao Chen, Dawei Zhou, Ling Li, Wei Wang, Lifu Huang:
MetaScientist: A Human-AI Synergistic Framework for Automated Mechanical Metamaterial Design. CoRR abs/2412.16270 (2024) - 2023
- [i1]Zian Jia, Yun Xiong, Yuhong Nan, Yao Zhang, Jinjing Zhao, Mi Wen:
MAGIC: Detecting Advanced Persistent Threats via Masked Graph Representation Learning. CoRR abs/2310.09831 (2023) - 2022
- [c1]Zian Jia, Xiaosu Wang, Yun Xiong, Yao Zhang, Jinjing Zhao:
AISLE: Self-supervised Representation Learning for the Investigation of Advanced Persistent Threat. DSC 2022: 360-366
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