Shao, Huajie

14 publications

TMLR 2026 Weakly-Supervised Disentangled Representation Learning via Filter-Based Adaptive Swapping Zhenyu Zong, Qidi Wang, Simon Yu, Hongpeng Cao, Yanbing Mao, Han Zhao, Lui Sha, Huajie Shao

ICML 2025 A Generalizable Physics-Enhanced State Space Model for Long-Term Dynamics Forecasting in Complex Environments Yuchen Wang, Hongjue Zhao, Haohong Lin, Enze Xu, Lifang He, Huajie Shao

ICLR 2025 Accelerating Neural ODEs: A Variational Formulation-Based Approach Hongjue Zhao, Yuchen Wang, Hairong Qi, Zijie Huang, Han Zhao, Lui Sha, Huajie Shao

TMLR 2025 Pre-Training Representations of Binary Code Using Contrastive Learning Yifan Zhang, Chen Huang, Yueke Zhang, Huajie Shao, Kevin Leach, Yu Huang

TMLR 2025 YoooP: You Only Optimize One Prototype per Class for Non-Exemplar Incremental Learning Jiangtao Kong, Zhenyu Zong, Tianyi Zhou, Huajie Shao

TMLR 2024 A General-Purpose Multi-Modal OOD Detection Framework Viet Quoc Duong, Qiong Wu, Zhengyi Zhou, Eric Zavesky, WenLing Hsu, Han Zhao, Huajie Shao

ICLRW 2024 Accelerating Neural Differential Equations for Irregularly-Sampled Dynamical Systems Using Variational Formulation Hongjue Zhao, Yuchen Wang, Hairong Qi, Jiajia Li, Lui Sha, Han Zhao, Huajie Shao

TMLR 2024 Blending Two Styles: Generating Inter-Domain Images with MiddleGAN Collin MacDonald, Zhendong Chu, John Stankovic, Huajie Shao, Gang Zhou, Ashley Gao

ICML 2024 Energy-Based Backdoor Defense Without Task-Specific Samples and Model Retraining Yudong Gao, Honglong Chen, Peng Sun, Zhe Li, Junjian Li, Huajie Shao

TMLR 2024 Enhancing Compositional Generalization via Compositional Feature Alignment Haoxiang Wang, Haozhe Si, Huajie Shao, Han Zhao

CVPR 2023 A Unified Knowledge Distillation Framework for Deep Directed Graphical Models Yizhuo Chen, Kaizhao Liang, Zhe Zeng, Shuochao Yao, Huajie Shao

ICLR 2023 Data-Free One-Shot Federated Learning Under Very High Statistical Heterogeneity Clare Elizabeth Heinbaugh, Emilio Luz-Ricca, Huajie Shao

CVPR 2022 Rethinking Controllable Variational Autoencoders Huajie Shao, Yifei Yang, Haohong Lin, Longzhong Lin, Yizhuo Chen, Qinmin Yang, Han Zhao

ICML 2020 ControlVAE: Controllable Variational Autoencoder Huajie Shao, Shuochao Yao, Dachun Sun, Aston Zhang, Shengzhong Liu, Dongxin Liu, Jun Wang, Tarek Abdelzaher