Zian Jia

According to our database, Zian Jia authored at least 9 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

METASYMBO: Multi-Agent Language-Guided Metamaterial Discovery via Symbolic Latent Evolution.

Jianpeng Chen, Wangzhi Zhan, Dongqi Fu, Junkai Zhang, Zian Jia, Ling Li, Wei Wang, Dawei Zhou

CoRR, April, 2026

RAPO: Expanding Exploration for LLM Agents via Retrieval-Augmented Policy Optimization.

Siwei Zhang, Yun Xiong, Xi Chen, Zian Jia, Renhong Huang, Jiarong Xu, Jiawei Zhang

CoRR, March, 2026

Rethinking Soft Compression in Retrieval-Augmented Generation: A Query-Conditioned Selector Perspective.

Yunhao Liu, Zian Jia, Xinyu Gao, Kanjun Xu, Yun Xiong

Proceedings of the ACM Web Conference 2026, 2026

2025

MatSciBench: Benchmarking the Reasoning Ability of Large Language Models in Materials Science.

Junkai Zhang, Jingru Gan, Xiaoxuan Wang, Zian Jia, Changquan Gu, Jianpeng Chen, Yanqiao Zhu, Mingyu Derek Ma, Dawei Zhou, Ling Li, Wei Wang

CoRR, October, 2025

Unifying Text Semantics and Graph Structures for Temporal Text-attributed Graphs with Large Language Models.

Siwei Zhang, Yun Xiong, Yateng Tang, Xi Chen, Zian Jia, Zehao Gu, Jiarong Xu, Jiawei Zhang

CoRR, March, 2025

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, Mingyu Derek Ma, Bangzheng Li, Haohui Wang, Adithya Kulkarni, Muhao Chen, Dawei Zhou, Ling Li, Wei Wang, Lifu Huang

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 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, Ling Li, Wei Wang, Dawei Zhou

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 2025

2024

MAGIC: Detecting Advanced Persistent Threats via Masked Graph Representation Learning.

Zian Jia, Yun Xiong, Yuhong Nan, Yao Zhang, Jinjing Zhao, Mi Wen

Proceedings of the 33rd USENIX Security Symposium, 2024

2022

AISLE: Self-supervised Representation Learning for the Investigation of Advanced Persistent Threat.

Zian Jia, Xiaosu Wang, Yun Xiong, Yao Zhang, Jinjing Zhao

Proceedings of the 7th IEEE International Conference on Data Science in Cyberspace, 2022