Yuxian Meng (孟昱先)

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Hi! Thanks for stopping by. I’m a Deep Learning researcher at JQ Investments. I obtained my B.S. from the School of Mathematical Sciences at Peking University. In JQ Investments, I exploit powerful computing resources to mine massive multivariate data, and apply Deep Learning algorithms in different quantitative scenarios such as feature extraction, price prediction and combinatorial optimization. Previously, I was a research scientist at Shannon.AI, where I built Deep Learning systems for real-world NLP applications, and I was very fortunate to work with Jiwei Li.

Selected Publications

  1. NeurIPS
    Glyce: Glyph-vectors for chinese character representations
    Yuxian Meng*, Wei Wu*, Fei Wang*, Xiaoya Li*, Ping Nie, Fan Yin, Muyu Li, Qinghong Han, Xiaofei Sun, and Jiwei Li
    Advances in Neural Information Processing Systems (NeurIPS), 2019
  2. ICLR spotlight
    GNN-LM: Language Modeling based on Global Contexts via GNN
    Yuxian Meng, Shi Zong, Xiaoya Li, Xiaofei Sun, Tianwei Zhang, Fei Wu, and Jiwei Li
    International Conference on Learning Representations (ICLR), 2022
  3. ICLR
    BadPre: Task-agnostic Backdoor Attacks to Pre-trained NLP Foundation Models
    Kangjie Chen,  Yuxian Meng, Xiaofei Sun, Shangwei Guo, Tianwei Zhang, Jiwei Li, and Chun Fan
    International Conference on Learning Representations (ICLR), 2022