Google Scholar

Preprints:

  1. Don’t Let It Hallucinate: Premise Verification via Retrieval-Augmented Logical Reasoning.
    Qin Y., Li L., Nian Y., Yu X., Zhao Y., Ma X.
    Under submission arxiv

  2. JailDAM: Jailbreak Detection with Adaptive Memory for Vision-Language Model.
    Nian Y., Zhu S., Qin Y., Li L., Wang Z., Xiao C., Zhao Y.
    Under submission arxiv

  3. Treble Counterfactual VLMs: A Causal Approach to Hallucination.
    Li S., Qu J., Zhou Y., Qin Y., Yang T., Zhao Y.
    Under submission arxiv

  4. ClimateLLM: Efficient Weather Forecasting via Frequency-Aware Large Language Models.
    Li S., Yang W., Zhang P., Xiao X., Cao D., Qin Y., Zhang X., Zhao Y., Bogdan P.
    Under submission arxiv

Conference Papers:

  1. MetaOOD: Automatic Selection of OOD Detection Models.
    Qin Y.*, Zhang Y.*, Nian Y.*, Ding X., Zhao Y.
    ICLR 2025 link

Workshop, Demo, and Short Papers:

  1. MetaOOD: Meta-learning for Automatic Out-of-Distribution Detection Model Selection.
    Qin Y., Zhang Y., Zhao Y.
    RelKD @ KDD 2024 Best Paper Award

  2. PyOD 2: A Python Library for Outlier Detection with LLM-powered Model Selection.
    Chen S., Qian Z., Siu W., Hu X., Li J., Li S., Qin Y., Yang T., Xiao Z., Ye W., Zhang Y., Dong Y., Zhao Y.
    WWW 2025 Demo link

Journal Papers:

  1. Coupling relationship analysis of gold content using Gaofen-5 (GF-5) satellite hyperspectral remote sensing data: A potential method in Chahuazhai gold mining area, Qiubei County, SW China.
    Qin Y., Zhang X., Zhao Z., Li Z., Yang C., Huang Q.
    Remote Sensing 2022 link

  2. Revealing racial-ethnic segregation with individual experienced segregation indices based on social media data: A case study in Los Angeles-Long Beach-Anaheim.
    Wu M., Liu X., Qin Y., Huang Q.
    Computers, Environment and Urban Systems 2023 link