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2020 – today
- 2026
[i9]Mingze Li, Yu Rong, Songyou Li, Lihong Wang, Jiacheng Cen, Liming Wu, Anyi Li, Zongzhao Li, Qiuliang Liu, Rui Jiao, Tian Bian, Pengju Wang, Hao Sun, Jianfeng Zhang, Ji-Rong Wen, Deli Zhao, Shi Jin, Tingyang Xu, Wenbing Huang:
Agentic Fusion of Large Atomic and Language Models to Accelerate Superconductors Discovery. CoRR abs/2604.23758 (2026)- [i8]Ning Lin, Luxi Chen, Huaguan Chen, Jiacheng Cen, Chongxuan Li, Wenbing Huang, Hao Sun:
Planar Symmetric Pattern Generation. CoRR abs/2606.02073 (2026) - 2025
- [j1]Jiaqi Han, Jiacheng Cen, Liming Wu, Zongzhao Li, Xiangzhe Kong, Rui Jiao, Ziyang Yu
, Tingyang Xu, Fandi Wu, Zihe Wang, Hongteng Xu, Zhewei Wei, Deli Zhao, Yang Liu, Yu Rong, Wenbing Huang:
A survey of geometric graph neural networks: data structures, models and applications. Frontiers Comput. Sci. 19(11): 1911375 (2025) - [c7]Wenhao Liu, Zhenyi Lu, Xinyu Hu, Jerry Zhang, Dailin Li, Jiacheng Cen, Huilin Cao, Haiteng Wang, Yuhan Li, Kun Xie, Dandan Li, Pei Zhang, Chengbo Zhang, Yuxiang Ren, Xiaohong Huang, Yan Ma:
STORM-BORN: A Challenging Mathematical Derivations Dataset Curated via a Human-in-the-Loop Multi-Agent Framework. ACL (Findings) 2025: 23938-23958 - [c6]Zongzhao Li, Jiacheng Cen, Wenbing Huang, Taifeng Wang, Le Song:
Size-Generalizable RNA Structure Evaluation by Exploring Hierarchical Geometries. ICLR 2025 - [c5]Zongzhao Li, Jiacheng Cen, Bing Su, Tingyang Xu, Yu Rong, Deli Zhao, Wenbing Huang:
Large Language-Geometry Model: When LLM meets Equivariance. ICML 2025 - [c4]Jiacheng Cen, Anyi Li, Ning Lin, Tingyang Xu, Yu Rong, Deli Zhao, Zihe Wang, Wenbing Huang:
Universally Invariant Learning in Equivariant GNNs. NeurIPS 2025 - [i7]Zongzhao Li, Jiacheng Cen, Bing Su, Wenbing Huang, Tingyang Xu, Yu Rong, Deli Zhao:
Large Language-Geometry Model: When LLM meets Equivariance. CoRR abs/2502.11149 (2025) - [i6]Wenhao Liu, Zhenyi Lu, Xinyu Hu, Jierui Zhang, Dailin Li, Jiacheng Cen, Huilin Cao, Haiteng Wang, Yuhan Li, Kun Xie, Dandan Li, Pei Zhang, Chengbo Zhang, Yuxiang Ren, Xiaohong Huang, Yan Ma:
STORM-BORN: A Challenging Mathematical Derivations Dataset Curated via a Human-in-the-Loop Multi-Agent Framework. CoRR abs/2506.01531 (2025) - [i5]Yuelin Zhang, Jiacheng Cen, Jiaqi Han, Wenbing Huang:
Fast and Distributed Equivariant Graph Neural Networks by Virtual Node Learning. CoRR abs/2506.19482 (2025) - [i4]Jiacheng Cen, Anyi Li, Ning Lin, Tingyang Xu, Yu Rong, Deli Zhao, Zihe Wang, Wenbing Huang:
Universally Invariant Learning in Equivariant GNNs. CoRR abs/2510.13169 (2025) - [i3]Anyi Li, Jiacheng Cen, Songyou Li, Mingze Li, Yang Yu, Wenbing Huang:
Geometric Mixture Models for Electrolyte Conductivity Prediction. CoRR abs/2510.15403 (2025) - 2024
- [c3]Yuelin Zhang, Jiacheng Cen, Jiaqi Han, Zhiqiang Zhang, Jun Zhou, Wenbing Huang:
Improving Equivariant Graph Neural Networks on Large Geometric Graphs via Virtual Nodes Learning. ICML 2024: 58662-58679 - [c2]Jiacheng Cen, Anyi Li, Ning Lin, Yuxiang Ren, Zihe Wang, Wenbing Huang:
Are High-Degree Representations Really Unnecessary in Equivariant Graph Neural Networks? NeurIPS 2024 - [i2]Jiaqi Han, Jiacheng Cen, Liming Wu, Zongzhao Li, Xiangzhe Kong, Rui Jiao, Ziyang Yu, Tingyang Xu, Fandi Wu, Zihe Wang, Hongteng Xu, Zhewei Wei, Yang Liu, Yu Rong, Wenbing Huang:
A Survey of Geometric Graph Neural Networks: Data Structures, Models and Applications. CoRR abs/2403.00485 (2024) - [i1]Jiacheng Cen, Anyi Li, Ning Lin, Yuxiang Ren, Zihe Wang, Wenbing Huang:
Are High-Degree Representations Really Unnecessary in Equivariant Graph Neural Networks? CoRR abs/2410.11443 (2024) - 2021
- [c1]Shuai Xu, Zhelong Huang, Pinyi Qian, Jiacheng Cen, Donghai Guan:
PAL-FD: an Efficient and Accurate Multi-Scene Human Face Detection Tool for Windows. HPCC/DSS/SmartCity/DependSys 2021: 895-900
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