Xiao, Yi

12 publications

ICML 2025 Designing Cyclic Peptides via Harmonic SDE with Atom-Bond Modeling Xiangxin Zhou, Mingyu Li, Yi Xiao, Jiahan Li, Dongyu Xue, Zaixiang Zheng, Jianzhu Ma, Quanquan Gu

ICCV 2025 GMMamba: Group Masking Mamba for Whole Slide Image Classification Tingting Zheng, Hongxun Yao, Kui Jiang, Yi Xiao, Sicheng Zhao

ICLR 2025 Integrating Protein Dynamics into Structure-Based Drug Design via Full-Atom Stochastic Flows Xiangxin Zhou, Yi Xiao, Haowei Lin, Xinheng He, Jiaqi Guan, Yang Wang, Qiang Liu, Feng Zhou, Liang Wang, Jianzhu Ma

NeurIPS 2025 LoRA-EnVar: Parameter-Efficient Hybrid Ensemble Variational Assimilation for Weather Forecasting Yi Xiao, Hang Fan, Kun Chen, Ye Cao, Ben Fei, Wei Xue, Lei Bai

CVPR 2025 M3amba: Memory Mamba Is All You Need for Whole Slide Image Classification Tingting Zheng, Kui Jiang, Yi Xiao, Sicheng Zhao, Hongxun Yao

AAAI 2025 OODML: Whole Slide Image Classification Meets Online Pseudo-Supervision and Dynamic Mutual Learning Tingting Zheng, Kui Jiang, Hongxun Yao, Yi Xiao, Zhongyuan Wang

NeurIPS 2025 Spiking Meets Attention: Efficient Remote Sensing Image Super-Resolution with Attention Spiking Neural Networks Yi Xiao, Qiangqiang Yuan, Kui Jiang, Wenke Huang, Qiang Zhang, Tingting Zheng, Chia-Wen Lin, Liangpei Zhang

ICLR 2025 VAE-Var: Variational Autoencoder-Enhanced Variational Methods for Data Assimilation in Meteorology Yi Xiao, Qilong Jia, Kun Chen, Lei Bai, Wei Xue

ICML 2024 Towards a Self-Contained Data-Driven Global Weather Forecasting Framework Yi Xiao, Lei Bai, Wei Xue, Hao Chen, Kun Chen, Kang Chen, Tao Han, Wanli Ouyang

AAAI 2024 VeriCompress: A Tool to Streamline the Synthesis of Verified Robust Compressed Neural Networks from Scratch Sawinder Kaur, Yi Xiao, Asif Salekin

CVPRW 2022 NTIRE 2022 Spectral Recovery Challenge and Data Set Boaz Arad, Radu Timofte, Rony Yahel, Nimrod Morag, Amir Bernat, Yuanhao Cai, Jing Lin, Zudi Lin, Haoqian Wang, Yulun Zhang, Hanspeter Pfister, Luc Van Gool, Shuai Liu, Yongqiang Li, Chaoyu Feng, Lei Lei, Jiaojiao Li, Songcheng Du, Chaoxiong Wu, Yihong Leng, Rui Song, Mingwei Zhang, Chongxing Song, Shuyi Zhao, Zhiqiang Lang, Wei Wei, Lei Zhang, Renwei Dian, Tianci Shan, Anjing Guo, Chengguo Feng, Jinyang Liu, Mirko Agarla, Simone Bianco, Marco Buzzelli, Luigi Celona, Raimondo Schettini, Jiang He, Yi Xiao, Jiajun Xiao, Qiangqiang Yuan, Jie Li, Liangpei Zhang, Taesung Kwon, Dohoon Ryu, Hyokyoung Bae, Hao-Hsiang Yang, Hua-En Chang, Zhi-Kai Huang, Wei-Ting Chen, Sy-Yen Kuo, Junyu Chen, Haiwei Li, Song Liu, Sabari Nathan, K. Uma, B. Sathya Bama, S. Mohamed Mansoor Roomi

CoRL 2020 Action-Based Representation Learning for Autonomous Driving Yi Xiao, Felipe Codevilla, Christopher Pal, Antonio Lopez