publications

publications by categories in reversed chronological order. generated by jekyll-scholar. Only the selected papers were shown. Full list please refer to the Google Scholar page.

2025

  1. llada2.png
    LLaDA2. 0: Scaling Up Diffusion Language Models to 100B
    Tiwei Bie, Maosong Cao, Kun Chen, Lun Du, Mingliang Gong, Zhuochen Gong, Yanmei Gu, Jiaqi Hu, Zenan Huang, Zhenzhong Lan, and  others
    arXiv preprint arXiv:2512.15745, 2025
    Model Repository
  2. heartbench.png
    HeartBench: Probing Core Dimensions of Anthropomorphic Intelligence in LLMs
    Jiaxin Liu, Peiyi Tu, Wenyu Chen, Yihong Zhuang, Xinxia Ling, Anji Zhou, Chenxi Wang, Zhuo Han, Zhengkai Yang, Junbo Zhao, and  others
    arXiv preprint arXiv:2512.21849, 2025
    Repository
  3. Omnireg-gpt: a high-efficiency foundation model for comprehensive genomic sequence understanding
    Aowen Wang, Jiaqi Li, Hongyu Dong, Bocheng Xu, Qingyu Yin, Yanchao Xu, Jie Fu, and Junbo Zhao
    Nature Communications, 2025
  4. tablegpt2.png
    TableGPT-R1: Advancing Tabular Reasoning Through Reinforcement Learning
    Saisai Yang, Qingyi Huang, Jing Yuan, Liangyu Zha, Kai Tang, Yuhang Yang, Ning Wang, Yucheng Wei, Liyao Li, Wentao Ye, and  others
    arXiv preprint arXiv:2512.20312, 2025
    Model
  5. LLaDA-MoE: A Sparse MoE Diffusion Language Model
    Fengqi Zhu, Zebin You, Yipeng Xing, Zenan Huang, Lin Liu, Yihong Zhuang, Guoshan Lu, Kangyu Wang, Xudong Wang, Lanning Wei, and  others
    arXiv preprint arXiv:2509.24389, 2025
  6. rubicon.png
    Reinforcement learning with rubric anchors
    Zenan Huang, Yihong Zhuang, Guoshan Lu, Zeyu Qin, Haokai Xu, Tianyu Zhao, Ru Peng, Jiaqi Hu, Zhanming Shen, Xiaomeng Hu, and  others
    arXiv preprint arXiv:2508.12790, 2025
    Model
  7. ling1t.png
    Every step evolves: Scaling reinforcement learning for trillion-scale thinking model
    Ling Team, Anqi Shen, Baihui Li, Bin Hu, Bin Jing, Cai Chen, Chao Huang, Chao Zhang, Chaokun Yang, Cheng Lin, and  others
    arXiv preprint arXiv:2510.18855, 2025
    Model Repository
  8. Seeing, listening, remembering, and reasoning: A multimodal agent with long-term memory
    Lin Long, Yichen He, Wentao Ye, Yiyuan Pan, Yuan Lin, Hang Li, Junbo Zhao, and Wei Li
    arXiv preprint arXiv:2508.09736, 2025
    Model Repository
  9. ling1t.png
    Ming-lite-uni: Advancements in unified architecture for natural multimodal interaction
    Inclusion AI, Biao Gong, Cheng Zou, Dandan Zheng, Hu Yu, Jingdong Chen, Jianxin Sun, Junbo Zhao, Jun Zhou, Kaixiang Ji, and  others
    arXiv preprint arXiv:2505.02471, 2025
    Model Repository
  10. dataman.png
    Dataman: Data manager for pre-training large language models
    Ru Peng, Kexin Yang, Yawen Zeng, Junyang Lin, Dayiheng Liu, and Junbo Zhao
    arXiv preprint arXiv:2502.19363, 2025
    Repository

2024

  1. tablegpt2.png
    Tablegpt2: A large multimodal model with tabular data integration
    arXiv preprint arXiv:2411.02059, 2024
    Model Repository

2023

  1. bme2024.png
    Identification of potent antimicrobial peptides via a machine-learning pipeline that mines the entire space of peptide sequences
    Junjie Huang, Yanchao Xu, Yunfan Xue, Yue Huang, Xu Li, Xiaohui Chen, Yao Xu, Dongxiang Zhang, Peng Zhang, Junbo Zhao, and  others
    Nature Biomedical Engineering, 2023