Chen, Xuxi

27 publications

DMLR 2025 Deep Learning for Accurate Diagnosis of Viral Infections Through scRNA-Seq Analysis: A Comprehensive Benchmark Study Ziwei Yang, Xuxi Chen, Biqing Zhu, Tianlong Chen, Zhangyang Wang

CPAL 2024 Cross-Quality Few-Shot Transfer for Alloy Yield Strength Prediction: A New Materials Science Benchmark and a Sparsity-Oriented Optimization Framework Xuxi Chen, Tianlong Chen, Everardo Yeriel Olivares, Kate Elder, Scott McCall, Aurelien Perron, Joseph McKeown, Bhavya Kailkhura, Zhangyang Wang, Brian Gallagher

ICLR 2024 Data Distillation Can Be like Vodka: Distilling More Times for Better Quality Xuxi Chen, Yu Yang, Zhangyang Wang, Baharan Mirzasoleiman

ICLRW 2024 Demystify the Secret Function in Protein Sequence via Conditional Diffusion Models Yaoyao Xu, Xuxi Chen, Tong Wang, Huan He, Tianlong Chen, Manolis Kellis

CVPR 2024 L2B: Learning to Bootstrap Robust Models for Combating Label Noise Yuyin Zhou, Xianhang Li, Fengze Liu, Qingyue Wei, Xuxi Chen, Lequan Yu, Cihang Xie, Matthew P. Lungren, Lei Xing

ICMLW 2024 Pre-Training of Single-Cell Language Models Through Genetic Pathway Learning Xuxi Chen, Zhangyang Wang, Marinka Zitnik, Manolis Kellis, Tianlong Chen

ICLR 2024 Sparse MoE with Language Guided Routing for Multilingual Machine Translation Xinyu Zhao, Xuxi Chen, Yu Cheng, Tianlong Chen

ICCV 2023 AdaMV-MoE: Adaptive Multi-Task Vision Mixture-of-Experts Tianlong Chen, Xuxi Chen, Xianzhi Du, Abdullah Rashwan, Fan Yang, Huizhong Chen, Zhangyang Wang, Yeqing Li

ICLRW 2023 Cross-Quality Few-Shot Transfer for Alloy Yield Strength Prediction: A New Material Science Benchmark and an Integrated Optimization Framework Xuxi Chen, Tianlong Chen, Everardo Yeriel Olivares, Kate Elder, Scott McCall, Aurelien Perron, Joseph McKeown, Bhavya Kailkhura, Zhangyang Wang, Brian Gallagher

ICLR 2023 HotProtein: A Novel Framework for Protein Thermostability Prediction and Editing Tianlong Chen, Chengyue Gong, Daniel Jesus Diaz, Xuxi Chen, Jordan Tyler Wells, Qiang Liu, Zhangyang Wang, Andrew Ellington, Alex Dimakis, Adam Klivans

ICLR 2023 Is Attention All That NeRF Needs? Mukund Varma T, Peihao Wang, Xuxi Chen, Tianlong Chen, Subhashini Venugopalan, Zhangyang Wang

ICML 2023 Learning to Optimize Differentiable Games Xuxi Chen, Nelson Vadori, Tianlong Chen, Zhangyang Wang

ICLR 2023 M-L2O: Towards Generalizable Learning-to-Optimize by Test-Time Fast Self-Adaptation Junjie Yang, Xuxi Chen, Tianlong Chen, Zhangyang Wang, Yingbin Liang

ICLR 2023 More ConvNets in the 2020s: Scaling up Kernels Beyond 51x51 Using Sparsity Shiwei Liu, Tianlong Chen, Xiaohan Chen, Xuxi Chen, Qiao Xiao, Boqian Wu, Tommi Kärkkäinen, Mykola Pechenizkiy, Decebal Constantin Mocanu, Zhangyang Wang

ICLR 2023 Sparsity May Cry: Let Us Fail (Current) Sparse Neural Networks Together! Shiwei Liu, Tianlong Chen, Zhenyu Zhang, Xuxi Chen, Tianjin Huang, Ajay Kumar Jaiswal, Zhangyang Wang

NeurIPS 2022 Back Razor: Memory-Efficient Transfer Learning by Self-Sparsified Backpropagation Ziyu Jiang, Xuxi Chen, Xueqin Huang, Xianzhi Du, Denny Zhou, Zhangyang Wang

ICML 2022 Coarsening the Granularity: Towards Structurally Sparse Lottery Tickets Tianlong Chen, Xuxi Chen, Xiaolong Ma, Yanzhi Wang, Zhangyang Wang

ECCV 2022 DNA: Improving Few-Shot Transfer Learning with Low-Rank Decomposition and Alignment Ziyu Jiang, Tianlong Chen, Xuxi Chen, Yu Cheng, Luowei Zhou, Lu Yuan, Ahmed Awadallah, Zhangyang Wang

NeurIPSW 2022 HotProtein: A Novel Framework for Protein Thermostability Prediction and Editing Tianlong Chen, Chengyue Gong, Daniel Jesus Diaz, Xuxi Chen, Jordan Tyler Wells, Qiang Liu, Zhangyang Wang, Andrew Ellington, Alex Dimakis, Adam Klivans

ECCV 2022 Scalable Learning to Optimize: A Learned Optimizer Can Train Big Models Xuxi Chen, Tianlong Chen, Yu Cheng, Weizhu Chen, Ahmed Awadallah, Zhangyang Wang

NeurIPS 2022 Sparse Winning Tickets Are Data-Efficient Image Recognizers Mukund Varma T, Xuxi Chen, Zhenyu Zhang, Tianlong Chen, Subhashini Venugopalan, Zhangyang Wang

ICML 2021 A Unified Lottery Ticket Hypothesis for Graph Neural Networks Tianlong Chen, Yongduo Sui, Xuxi Chen, Aston Zhang, Zhangyang Wang

ICML 2021 Efficient Lottery Ticket Finding: Less Data Is More Zhenyu Zhang, Xuxi Chen, Tianlong Chen, Zhangyang Wang

ICLR 2021 GANs Can Play Lottery Tickets Too Xuxi Chen, Zhenyu Zhang, Yongduo Sui, Tianlong Chen

NeurIPS 2021 Sanity Checks for Lottery Tickets: Does Your Winning Ticket Really Win the Jackpot? Xiaolong Ma, Geng Yuan, Xuan Shen, Tianlong Chen, Xuxi Chen, Xiaohan Chen, Ning Liu, Minghai Qin, Sijia Liu, Zhangyang Wang, Yanzhi Wang

NeurIPS 2021 You Are Caught Stealing My Winning Lottery Ticket! Making a Lottery Ticket Claim Its Ownership Xuxi Chen, Tianlong Chen, Zhenyu Zhang, Zhangyang Wang

ICML 2020 Self-PU: Self Boosted and Calibrated Positive-Unlabeled Training Xuxi Chen, Wuyang Chen, Tianlong Chen, Ye Yuan, Chen Gong, Kewei Chen, Zhangyang Wang