publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2022

  1. Nano: Nested Human-in-the-Loop Reward Learning for Few-shot Language Model Control
    Xiang Fan, Yiwei Lyu, Paul Pu Liang, and 2 more authors
    2022
  2. MultiViz: An Analysis Benchmark for Visualizing and Understanding Multimodal Models
    Paul Pu Liang, Yiwei Lyu, Gunjan Chhablani, and 5 more authors
    2022
  3. DIME: Fine-Grained Interpretations of Multimodal Models via Disentangled Local Explanations
    Yiwei Lyu, Paul Pu Liang, Zihao Deng, and 2 more authors
    In Proceedings of the 2022 AAAI/ACM Conference on AI, Ethics, and Society 2022
  4. HighMMT: Towards Modality and Task Generalization for High-Modality Representation Learning
    Paul Pu Liang, Yiwei Lyu, Xiang Fan, and 4 more authors
    2022

2021

  1. MultiBench: Multiscale Benchmarks for Multimodal Representation Learning
    Paul Pu Liang, Yiwei Lyu, Xiang Fan, and 8 more authors
    In Thirty-fifth Conference on Neural Information Processing Systems Datasets and Benchmarks Track (Round 1) 2021
  2. StylePTB: A Compositional Benchmark for Fine-grained Controllable Text Style Transfer
    Yiwei Lyu, Paul Pu Liang, Hai Pham, and 4 more authors
    In Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies Jun 2021

2020

    2019

    1. Leveraging Program Invariants to Promote Population Diversity in Search-Based Automatic Program Repair
      Zhen Yu Ding, Yiwei Lyu, Christopher Timperley, and 1 more author
      In 2019 IEEE/ACM International Workshop on Genetic Improvement (GI) Jun 2019