| CARVIEW |
I am a 4th-year PhD student at UC Santa Cruz, supervised by Prof. Cihang Xie. Before this, I received my M.S. degree at Institute of Computing Technology, Chinese Academy of Science in 2021, and my B.Eng. degree at Central South University in 2018. I have also spent wonderful times at LLNL, QCraft and Megvii (Face++).
My research interests mainly lie in the intersection of computer vision and machine learning, with a particular interest for building robust models under distribution shifts and malicious attacks, and developing efficient and effective multi-modal representation learning techniques.
Education
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Ph.D. in Computer Science and Engineering, 2021 - Now
UC Santa Cruz
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M.S. in Computer Science, 2018 - 2021
Institute of Computing Technology, Chinese Academy of Science
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B.Eng in Automation, 2014 - 2018
Central South University
Publications
What If We Recaption Billions of Web Images with LLaMA-3?
Revisiting Adversarial Training at Scale
Rejuvenating image-GPT as Strong Visual Representation Learners
Sculpting Holistic 3D Representation in Contrastive Language-Image-3D Pre-training
FedConv: Enhancing Convolutional Neural Networks for Handling Data Heterogeneity in Federated Learning
DistillBEV: Boosting Multi-Camera 3D Object Detection with Cross-Modal Knowledge Distillation
An Inverse Scaling Law for CLIP Training
On the Adversarial Robustness of Camera-based 3D Object Detection
Masked Autoencoders Enable Efficient Knowledge Distillers
Can CNNs Be More Robust Than Transformers?
Siamfc++: Towards robust and accurate visual tracking with target estimation guidelines
Services
Teaching Assistant
- UC Santa Cruz - CSE164 (Computer Vision), Spring 2022
- UC Santa Cruz - California State Summer School for Mathematics and Science (COSMOS), Summer 2023
- UC Santa Cruz - CSE144 (Applied Machine Learning), Fall 2023
Reviewer
- Conference reviewer: CVPR2023-2024, ICCV2023, ECCV2024, ICLR2023-2025, ICML2023-2024, NeuRIPS 2023-2024, AAAI 2025, WACV2024
- Journal Reviewer:
- IEEE Transactions on Pattern Analysis and Machine Intelligence
- International Journal of Computer Vision
- IEEE Transactions on Circuits and Systems for Video Technology