Skip to content
View ZFancy's full-sized avatar
💥
Focusing
💥
Focusing

Block or report ZFancy

Report abuse

Contact GitHub support about this user’s behavior. Learn more about reporting abuse.

Report abuse
ZFancy/README.md

Hi there 👋

I am an Postdoctoral Fellow at VITA group of UT Austin, working with Prof. Atlas Wang. I received my PhD at Trustworthy Machine Learning and Reasoning (TMLR) Group in the Department of Computer Science, Hong Kong Baptist University, advised by Dr. Bo Han. I was a visiting student researcher at CMU MLD, fortunately working with Prof. Pradeep Ravikumar, and I was a research intern at RIKEN AIP, fortunately working with Dr. Gang Niu and Prof. Masashi Sugiyama. Before that, I received my B.Eng. degree of Computer Science and Technology (Top-notched Student Program) from Sichuan University in 2021.

My research interests lie in building human-aligned machine intelligence, particularly in developing methodologies that improve model robustness (e.g., for adversarial examples), reliability (e.g., for out-of-distribution data), and transparency (e.g., for functionality and traceability), as well as its applications to construct responsible AI and benefit social goods. I am always open for possible collaborations. Please feel free to drop me an email if there is any suitable ideas or opportunities to discuss.

  • 😄 Please feel free to contact me for any question.

Pinned Loading

  1. awesome-activation-engineering awesome-activation-engineering Public

    A curated list of resources for activation engineering

    134 10

  2. ZBox1005/CoVer ZBox1005/CoVer Public

    [NeurIPS 2024] "What If the Input is Expanded in OOD Detection?"

    Python 4 1

  3. tmlr-group/DeepInception tmlr-group/DeepInception Public

    [arXiv:2311.03191] "DeepInception: Hypnotize Large Language Model to Be Jailbreaker"

    Python 174 20

  4. Unleashing-Mask Unleashing-Mask Public

    [ICML 2023] "Unleashing Mask: Explore the Intrinsic Out-of-Distribution Detection Capability"

    Python 18 2

  5. DivOE DivOE Public

    [NeurIPS 2023] "Diversified Outlier Exposure for Out-of-Distribution Detection via Informative Extrapolation"

    Python 11 3

  6. SFAT SFAT Public

    [ICLR 2023] "Combating Exacerbated Heterogeneity for Robust Models in Federated Learning"

    Python 31 7