publications

publications by categories in reversed chronological order.

2025

  1. arXiv’25
    JAM: Controllable and Responsible Text Generation via Causal Reasoning and Latent Vector Manipulation
    Yingbing Huang, Deming Chen, and Abhishek K Umrawal
    arXiv preprint arXiv:2502.20684, 2025

2024

  1. NeurIPS’24
    Snapkv: Llm knows what you are looking for before generation
    Yingbing Huang*, Yuhong Li*, Bowen Yang, and 6 more authors
    Advances in Neural Information Processing Systems, 2024
  2. DAC’24
    New Solutions on LLM Acceleration, Optimization, and Application
    Yingbing Huang, Lily Jiaxin Wan, Hanchen Ye, and 5 more authors
    2024
  3. ICLR’24
    Adversarial imitation learning via boosting
    Jonathan D Chang, Yingbing Huang*, Dhruv Sreenivas*, and 2 more authors
    arXiv preprint arXiv:2404.08513, 2024
  4. ASP-DAC’24
    Invited Paper: Software/Hardware Co-design for LLM and Its Application for Design Verification
    Yingbing Huang*, Lily Jiaxin Wan*, Yuhong Li, and 4 more authors
    In , 2024

2023

  1. NeurIPS’23
    Active Representation Learning for General Task Space with Applications in Robotics
    Yifang Chen, Yingbing Huang, Simon S. Du, and 2 more authors
    2023