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πŸ“š Publications

πŸ“… 2026
  • Polymorphic Universal Transformer
    Yilong Chen, Zitian Gao, Yihao Xiao, Jason Klein Liu, Xinyu Yang, Yifan Luo, 5 more authors
    Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026
  • LoopCoder: Scaling Code Intelligence via Looped Language Models
    Jian Yang, Wei Zhang, Shuyue Guo, Yizhi Li, Linzheng Chai, Zhengmao Ye, 18 more authors
    Findings of the Association for Computational Linguistics: ACL 2026
  • DLRover-LM: LLM Pre-Training Framework with Thousands of Accelerators in AntGroup
    Ziling Huang, Zhengmao Ye, Qingsong Cai, Zelong Huang, Bo Sang, Haitao Zhang, 5 more authors
    42nd IEEE International Conference on Data Engineering (ICDE), 2026
  • Beyond N-gram: Data-Aware X-GRAM Extraction for Efficient Embedding Parameter Scaling
    Yilong Chen, Yanxi Xie, Zitian Gao, He Xin, Yihao Xiao, Jason Klein Liu, 7 more authors
    arXiv preprint arXiv:2604.21724, April 23, 2026
  • Can You Trust the Vectors in Your Vector Database? Black-Hole Attack from Embedding Space Defects
    Hanxi Li, Jianan Zhou, Jiale Lao, Yibo Wang, Zhengmao Ye, Yang Cao, 2 more authors
    arXiv preprint arXiv:2604.05480, April 7, 2026
  • IQuest-Coder-V1 Technical Report
    Jian Yang, Wei Zhang, Shawn Guo, Zhengmao Ye, Lin Jing, Shark Liu, 32 more authors
    arXiv preprint arXiv:2603.16733, March 17, 2026
πŸ“… 2025
  • Tuning Less, Prompting More: In-Context Preference Learning Pipeline for Natural Language Transformation
    Shuyun Yang, Yan Zhang, Zhengmao Ye, Lei Duan, Mingjie Tang
    Proceedings of the Conference on Empirical Methods in Natural Language Processing (EMNLP), 2025
  • mLoRA: Fine-Tuning LoRA Adapters via Highly-Efficient Pipeline Parallelism in Multiple GPUs
    Zhengmao Ye, Dengchun Li, Zetao Hu, Tingfeng Lan, Jian Sha, Sicong Zhang, 5 more authors
    Proceedings of Very Large Data Bases Conference (VLDB), 2025
  • Diffusion Counterfactual-Based Anomaly Detection in Class-Imbalanced Data
    Xinyun Shen, Min Li, Zhengmao Ye, Zhenyang Yu, Lei Duan
    IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2025
πŸ“… 2024
  • MixLoRA: Enhancing Large Language Models Fine-Tuning with LoRA-based Mixture of Experts
    Dengchun Li, Yingzi Ma, Naizheng Wang, Zhengmao Ye, Zhiyuan Cheng, Yinghao Tang, 5 more authors
    arXiv preprint arXiv:2404.15159, 2024

πŸš€ Projects