Yiran Zhao

I am a third-year Ph.D. candidate at National University of Singapore advised by Prof. Kenji Kawaguchi. I also closely work with Michael Shieh and Wenxuan Zhang. I completed my undergraduate at Shanghai Jiaotong University under Prof. Haiming Jin's advisor. My research is primarily centered around exploring Interpretability, Multilingual, Alignment, and Reasoning within the context of Large Language Models.

Email: zhaoyiran [at] u.nus.edu

[Google Scholar] [Github] [LinkedIn]

Publications and Preprints

  • How do Large Language Models Handle Multilingualism?
    Yiran Zhao, Wenxuan Zhang, Guizhen Chen, Kenji Kawaguchi, Lidong Bing
    Arxiv Preprint
    [paper] [code]
  • Accelerating Greedy Coordinate Gradient via Probe Sampling
    Yiran Zhao, Wenyue Zheng, Tianle Cai, Xuan Long Do, Kenji Kawaguchi, Anirudh Goyal, Michael Shieh
    Arxiv Preprint
    [paper] [code]
  • AdaMergeX: Cross-Lingual Transfer with Large Language Models via Adaptive Adapter Merging
    Yiran Zhao, Wenxuan Zhang, Huiming Wang, Kenji Kawaguchi, Lidong Bing
    Arxiv Preprint
    [paper] [code]
  • Prompt Optimization via Adversarial In-Context Learning
    Xuan Long Do*, Yiran Zhao*, Hannah Brown*, Yuxi Xie, James Xu Zhao, Nancy F. Chen, Michael Shieh, Junxian He
    Arxiv Preprint
    [paper] [code]
  • Is Translation All You Need? A Study on Solving Multilingual Tasks with Large Language Models
    Chaoqun Liu, Wenxuan Zhang, Yiran Zhao, Anh Tuan Luu, Lidong Bing
    Arxiv Preprint
    [paper]
  • Felm: Benchmarking factuality evaluation of large language models
    Shiqi Chen, Yiran Zhao, Jinghan Zhang, I-Chun Chern, Siyang Gao, Pengfei Liu, Junxian He
    NeurIPS 2023(Datasets and Benchmarks track)
    [paper] [code]
  • Self-Evaluation Guided Beam Search for Reasoning
    Yuxi Xie, Kenji Kawaguchi, Yiran Zhao, James Xu Zhao, Min-Yen Kan, Junxian He, Michael Shieh
    NeurIPS 2023
    [paper] [code]
  • Joint Order Dispatch and Charging for Electric Self-Driving Taxi Systems
    Guiyun Fan, Haiming Jin, Yiran Zhao, Yiwen Song, Xiaoying Gan, Jiaxin Ding, Lu Su, Xinbing Wang
    INFOCOM 2022
    [paper]
  • Joint Order Dispatch and Repositioning for Urban Vehicle Sharing Systems via Robust Optimization
    Yiran Zhao, Guiyun Fan, Haiming Jin, Wenze Ma, Baoxiang He, Xinbing Wang
    ICDCS 2021
    [paper]
  • Towards Fine-Grained Spatio-Temporal Coverage for Vehicular Urban Sensing Systems
    Guiyun Fan, Yiran Zhao, Zilang Guo, Haiming Jin, Xiaoying Gan, Xinbing Wang
    INFOCOM 2021
    [paper]