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
KDD 2025 Datasets and Benchmarks Track
MatLLMSearch: Crystal Structure Discovery with Evolution-Guided Large Language Models
Jingru Gan, Peichen Zhong, Yuanqi Du, Yanqiao Zhu, Chenru Duan, Haorui Wang, Carla P. Gomes, Kristin A. Persson, Daniel Schwalbe-Koda, Wei Wang
ICLR 2025 Workshops AgenticAI (Oral) and AI4Mat
Evaluating Large Language Models in Scientific Discovery
Zhangde Song, Jieyu Lu, Yuanqi Du, ..., Jingru Gan et al.
arXiv 2025
Latent Crystallographic Microscope: Probing the Emergent Crystallographic Knowledge in Large Language Models
Jingru Gan, Yanqiao Zhu, Wei Wang
NeurIPS 2025 Workshop: MechInterp
Can Large Language Models Graduate in Materials Science? Evaluating Materials Science Reasoning and Intelligence of LLMs
Junkai Zhang*, Jingru Gan* et al.
arXiv 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
NAACL 2025 Demo Track
Open-Set Knowledge-Based Visual Question Answering with Inference Paths
Jingru Gan, Xinzhe Han, Shuhui Wang, Qingming Huang
arXiv
Multimodal Entity Linking: A New Dataset and A Baseline
Jingru Gan, Jinchang Luo, Haiwei Wang, Shuhui Wang, Wei He, Qingming Huang
ACMMM 2021 (Oral)
