Jianpeng Chen

According to our database, Jianpeng Chen authored at least 32 papers between 2012 and 2026.

Collaborative distances:

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

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

Perception-decision-execution coordination mechanism driven dynamic autonomous collaboration method for human-like collaborative robot based on multimodal large language model.

Jianpeng Chen, Sihan Huang, Xiaowen Wang, Pengfei Wang, Jiahao Zhu, Zhe Xu, Guoxin Wang, Yan Yan, Lihui Wang

Robotics Comput. Integr. Manuf., 2026

SMHGC: Homophily-agnostic multi-view heterophilous graph clustering.

Jianpeng Chen, Yawen Ling, Yazhou Ren, Shufei Zhang, Lifang He

Pattern Recognit., 2026

HSA-CompSeg: Deep learning-based multi-view segmentation and automated morphological quantification for COPLL.

Xuning Zhang, Lu Li, Jianpeng Chen, Changlin Lv, Huan Yang, Yongming Xi

Biomed. Signal Process. Control., 2026

2025

Data Value in the Age of Scaling: Understanding LLM Scaling Dynamics Under Real-Synthetic Data Mixtures.

Haohui Wang, Jingyuan Qi, Jianpeng Chen, Jun Wu, Lifu Huang, Lecheng Zheng, Kevin Choi, Balaji Veeramani, Edward Bowen, Alison Hu, Tyler Cody, Dawei Zhou

CoRR, November, 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

ChemBOMAS: Accelerated BO in Chemistry with LLM-Enhanced Multi-Agent System.

Dong Han, Zhehong Ai, Pengxiang Cai, Shuzhou Sun, Shanya Lu, Jianpeng Chen, Ben Gao, Lingli Ge, Weida Wang, Xiangxin Zhou, Xihui Liu, Mao Su, Wanli Ouyang, Lei Bai, Dongzhan Zhou, Tao Xu, Yuqiang Li, Shufei Zhang

CoRR, September, 2025

Variational Graph Generator for Multiview Graph Clustering.

Jianpeng Chen, Yawen Ling, Jie Xu, Yazhou Ren, Shudong Huang, Xiaorong Pu, Zhifeng Hao, Philip S. Yu, Lifang He

IEEE Trans. Neural Networks Learn. Syst., June, 2025

Adjacent slices disentangled 2.5D network for spinal segmentation on multi-view MR images.

Huiyu Wu, Jianpeng Chen, Changlin Lv, Yongming Xi, Huan Yang

Biomed. Signal Process. Control., 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

ExpStar: Towards Automatic Commentary Generation for Multi-discipline Scientific Experiments.

Jiali Chen, Yujie Jia, Zihan Wu, Jinyu Yang, Jianpeng Chen, Xusen Hei, Jiayuan Xie, Yi Cai, Qing Li

Proceedings of the 33rd ACM International Conference on Multimedia, 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

UniMate: A Unified Model for Mechanical Metamaterial Generation, Property Prediction, and Condition Confirmation.

Wangzhi Zhan, Jianpeng Chen, Dongqi Fu, Dawei Zhou

Proceedings of the Forty-second International Conference on Machine Learning, 2025

MetaRef: A Generalizable Physics-Aware Refinement Framework for Metamaterial Design.

Alexander Lu, Wangzhi Zhan, Jianpeng Chen, Dawei Zhou

Proceedings of the IEEE International Conference on Data Mining, 2025

The End of Trial-and-Error: A Vision for Generative Intelligence in Metamaterial Design.

Adithya Kulkarni, Haohui Wang, Wangzhi Zhan, Jianpeng Chen, Dawei Zhou

Proceedings of the IEEE International Conference on Data Mining, 2025

MetamatBench: Integrating Heterogeneous Data, Computational Tools, and Visual Interface for Metamaterial Discovery.

Jianpeng Chen

Proceedings of the IEEE International Conference on Data Mining, 2025

2024

Event assigning based on hierarchical features and enhanced association for Chinese mayor's hotline.

Gang Chen, Xiaomin Cheng, Jianpeng Chen, Xiangrong She, Jiaqi Qin, Jian Chen

Comput. Intell., February, 2024

Customizing graph neural networks using path reweighting.

Jianpeng Chen, Yujing Wang, Ming Zeng, Zongyi Xiang, Bitan Hou, Tong Yu, Ole J. Mengshoel, Yazhou Ren

Inf. Sci., 2024

SiMilarity-Enhanced Homophily for Multi-View Heterophilous Graph Clustering.

Jianpeng Chen, Yawen Ling, Yazhou Ren, Zichen Wen, Tianyi Wu, Shufei Zhang, Lifang He

CoRR, 2024

Towards Heterogeneous Long-tailed Learning: Benchmarking, Metrics, and Toolbox.

Haohui Wang, Weijie Guan, Jianpeng Chen, Zi Wang, Dawei Zhou

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

3D-FuM: Benchmarking 3D Molecule Learning with Functional Groups.

Tingwei Chen, Jianpeng Chen, Dawei Zhou

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Homophily-Related: Adaptive Hybrid Graph Filter for Multi-View Graph Clustering.

Zichen Wen, Yawen Ling, Yazhou Ren, Tianyi Wu, Jianpeng Chen, Xiaorong Pu, Zhifeng Hao, Lifang He

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

On a pair of orthogonal golf designs.

Hong Lu, Jianpeng Chen, Haitao Cao

Discret. Math., August, 2023

HeroLT: Benchmarking Heterogeneous Long-Tailed Learning.

Haohui Wang, Weijie Guan, Jianpeng Chen, Zi Wang, Dawei Zhou

CoRR, 2023

Statistical Characteristics Analysis of Damage Parameters of Aero-Engine Rotor System Based on Artificial Neural Network.

Jianpeng Chen, Liyang Xie, Bingfeng Zhao, Hongqiu Wu, Xiaoyu Yang

Proceedings of the 9th International Symposium on System Security, Safety, and Reliability, 2023

Dual Label-Guided Graph Refinement for Multi-View Graph Clustering.

Yawen Ling, Jianpeng Chen, Yazhou Ren, Xiaorong Pu, Jie Xu, Xiaofeng Zhu, Lifang He

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Variational Graph Generator for Multi-View Graph Clustering.

Jianpeng Chen, Yawen Ling, Jie Xu, Yazhou Ren, Shudong Huang, Xiaorong Pu, Lifang He

CoRR, 2022

Joint Learning With BERT-GCN and Multi-Attention for Event Text Classification and Event Assignment.

Xiangrong She, Jianpeng Chen, Gang Chen

IEEE Access, 2022

Shared-Attribute Multi-Graph Clustering with Global Self-Attention.

Jianpeng Chen, Zhimeng Yang, Jingyu Pu, Yazhou Ren, Xiaorong Pu, Li Gao, Lifang He

Proceedings of the Neural Information Processing - 29th International Conference, 2022

2021

Graph Attention Networks with LSTM-based Path Reweighting.

Jianpeng Chen, Yujing Wang, Ming Zeng, Zongyi Xiang, Yazhou Ren

CoRR, 2021

2016

Adaptive Algorithm Based on Reversible Data Hiding Method for JPEG Images.

Hao Zhang, Zhaoxia Yin, Xinpeng Zhang, Jianpeng Chen, Ruonan Wang, Bin Luo

Proceedings of the Cloud Computing, Security, Privacy in New Computing Environments, 2016

2012

Analysis of error sources on orbital atomic clocks' stability.

Yue Mao, Jianpeng Chen, Wei Dai, Xiaolin Jia

Geo spatial Inf. Sci., 2012