Homepage - Xuxi Chen
A Ph.D. student in VITA group at Universit of Texas at Austin.
I am currently a second year Ph.D. student of Electrical and Computer Engineering (DICE) at VITA and I am fortunate to be supervised by Prof. Zhangyang (Atlas) Wang. I am currently working on Model- & Data-efficiency Algorithms, AI4Science (Biology & Material Sciences) and Learning to Optimize (L2O). I obtained my Bachelor’s Degree from the University of Science and Technology of China in 2021. I also collaborate closely with Dr. Yu Cheng and Dr. Bhavya Kailkhura.
news
Jul 3, 2023 | Homepage Updated! |
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Jan 30, 2022 | Personal website is on! |
selected publications
- Learning to Optimize Differentiable GamesIn International Conference on Machine Learning 2023
- Cross-Quality Few-Shot Transfer for Alloy Yield Strength Prediction: A New Material Science Benchmark and An Integrated Optimization FrameworkIn ICLR Workshop on Machine Learning for Materials 2023
- M-L2O: Towards Generalizable Learning-to-Optimize by Test-Time Fast Self-AdaptationIn International Conference on Learning Representations 2022
- Sparsity May Cry: Let Us Fail (Current) Sparse Neural Networks Together!In International Conference on Learning Representations 2022
- Hotprotein: A novel framework for protein thermostability prediction and editingIn International Conference on Learning Representations 2022
- Back razor: Memory-efficient transfer learning by self-sparsified backpropagationAdvances in Neural Information Processing Systems 2022
- Scalable Learning to Optimize: A Learned Optimizer Can Train Big ModelsEuropean Conference on Computer Vision 2022
- DnA: Improving Few-shot Transfer Learning with Low-Rank Decomposition and AlignmentEuropean Conference on Computer Vision 2022
- Coarsening the granularity: Towards structurally sparse lottery ticketsInternational Conference on Machine Learning 2022
- DSEE: Dually Sparsity-embedded Efficient Tuning of Pre-trained Language ModelsAnnual Meeting of the Association for Computational Linguistics 2023
- You are caught stealing my winning lottery ticket! Making a lottery ticket claim its ownershipAdvances in Neural Information Processing Systems 2021
- Efficient lottery ticket finding: Less data is moreIn International Conference on Machine Learning 2021
- A unified lottery ticket hypothesis for graph neural networksIn International Conference on Machine Learning 2021
- GANs Can Play Lottery Tickets TooIn International Conference on Learning Representations 2020