publications

2025

1. 

   Top Ten Challenges Towards Agentic Neural Graph Databases

   Jiaxin Bai, Zihao Wang, Yukun Zhou, Hang Yin, Weizhi Fei, Qi Hu, Zheye Deng, Jiayang Cheng, Tianshi Zheng, Hong Ting Tsang, Yisen Gao, Zhongwei Xie, Yufei Li, Lixin Fan, Binhang Yuan, Wei Wang, Lei Chen, Xiaofang Zhou, and Yangqiu Song

   2025

   Bib

   @misc{bai2025challengesagenticneuralgraph,
     title = {Top Ten Challenges Towards Agentic Neural Graph Databases},
     author = {Bai, Jiaxin and Wang, Zihao and Zhou, Yukun and Yin, Hang and Fei, Weizhi and Hu, Qi and Deng, Zheye and Cheng, Jiayang and Zheng, Tianshi and Tsang, Hong Ting and Gao, Yisen and Xie, Zhongwei and Li, Yufei and Fan, Lixin and Yuan, Binhang and Wang, Wei and Chen, Lei and Zhou, Xiaofang and Song, Yangqiu},
     year = {2025},
     eprint = {2501.14224},
     archiveprefix = {arXiv},
     primaryclass = {cs.AI},
     url = {https://arxiv.org/abs/2501.14224},
   }

2024

1. 

   Model-GLUE: Democratized LLM Scaling for A Large Model Zoo in the Wild

   Xinyu Zhao, Guoheng Sun, Ruisi Cai, Yukun Zhou, Pingzhi Li, Peihao Wang, Bowen Tan, Yexiao He, Li Chen, Yi Liang, Beidi Chen, Binhang Yuan, Hongyi Wang, Ang Li, Zhangyang Wang, and Tianlong Chen

   In The Thirty-eight Conference on Neural Information Processing Systems Datasets and Benchmarks Track, 2024

   Bib

   @inproceedings{zhao2024textttmodelglue,
     title = {Model-GLUE: Democratized LLM Scaling for A Large Model Zoo in the Wild},
     author = {Zhao, Xinyu and Sun, Guoheng and Cai, Ruisi and Zhou, Yukun and Li, Pingzhi and Wang, Peihao and Tan, Bowen and He, Yexiao and Chen, Li and Liang, Yi and Chen, Beidi and Yuan, Binhang and Wang, Hongyi and Li, Ang and Wang, Zhangyang and Chen, Tianlong},
     booktitle = {The Thirty-eight Conference on Neural Information Processing Systems Datasets and Benchmarks Track},
     year = {2024},
     url = {https://openreview.net/forum?id=M5JW7O9vc7},
   }