Publications

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

2024

  1. fingerprintv2.png
    NAACLUnder Review
    Instructional Fingerprinting of Large Language Models
    In review of Proceedings of the Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), 2024
  2. dreamdistribution.png
    CVPRUnder Review
    DreamDistribution: Prompt Distribution Learning for Text-to-Image Diffusion Models
    In review of Conference on Computer Vision and Pattern Recognition (CVPR), 2024

2023

  1. can-nli.jpg
    ACLOral
    Can NLI Provide Proper Indirect Supervision for Low-resource Biomedical Relation Extraction?
    Jiashu XuMingyu Derek Ma, and Muhao Chen
    In Association for Computational Linguistics (ACL), Jul 2023
  2. demo_defense.jpg
    NAACLUnder Review
    Test-time Backdoor Mitigation for Black-Box Large Language Models with Defensive Demonstrations
    In review of Proceedings of the Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), Jul 2023
  3. Instructions as Backdoors: Backdoor Vulnerabilities of Instruction Tuning for Large Language Models
    arXiv preprint arXiv:2305.14710, Jul 2023
  4. beyond-generation.png
    ArxivExtension
    Beyond Generation: Harnessing Text to Image Models for Object Detection and Segmentation
    arXiv preprint arXiv:2309.05956, Jul 2023

2022

  1. Dall-e for detection: Language-driven context image synthesis for object detection
    arXiv preprint, Jul 2022
  2. X-Norm: Exchanging Normalization Parameters for Bimodal Fusion
    Yufeng Yin*Jiashu Xu*Tianxin Zu, and Mohammad Soleymani
    In Proceedings of the 2022 International Conference on Multimodal Interaction (ICMI), Jul 2022
  3. Neural-Sim: Learning to Generate Training Data with NeRF
    In European Conference on Computer Vision (ECCV), Jul 2022
  4. Unified Semantic Typing with Meaningful Label Inference
    James Y. HuangBangzheng Li*Jiashu Xu*, and Muhao Chen
    In Proceedings of the Annual Conference of the North American Chapter of the Association for Computational Linguistics (NAACL), Jul 2022
  5. Dissection Gesture Sequence during Nerve Sparing Predicts Erectile Function Recovery after Robot-Assisted Radical Prostatectomy
    Runzhuo MaJiashu Xu, Ivan Rodriguez, Gina DeMeo, Aditya Desai, Loc Trinh, Jessica Nguyen, Anima Anandkumar, Jim Hu, and Andrew Hung
    NPJ Digit Medicine, Jul 2022
  6. Dissection Assessment for Robotic Technique (DART) to Evaluate Nerve-Spare of Robot-Assisted Radical Prostatectomy
    Runzhuo Ma, Alvin Hui, Jiashu Xu, Aditya Desai, Michael Tzeng, Emily Cheng, Loc Trinh, Jessica Nguyen, Anima Anandkumar, Jim Hu, and 1 more author
    American Urological Association Annual Conference (AUA),, Jul 2022

2021

  1. SalKG: Learning From Knowledge Graph Explanations for Commonsense Reasoning
    Advances in Neural Information Processing Systems (NeurIPS),, Jul 2021