Ye, Fei

33 publications

ICLR 2026 VeriEquivBench: An Equivalence Score for Ground-Truth-Free Evaluation of Formally Verifiable Code Lingfei Zeng, Fengdi Che, Xuhan Huang, Fei Ye, Xu Xu, Binhang Yuan, Jie Fu

AAAI 2025 Continual Unsupervised Generative Modelling via Online Optimal Transport Fei Ye, Adrian G. Bors, Kun Zhang

ICLR 2025 DPLM-2: A Multimodal Diffusion Protein Language Model Xinyou Wang, Zaixiang Zheng, Fei Ye, Dongyu Xue, Shujian Huang, Quanquan Gu

AAAI 2025 Dynamic Expansion Diffusion Learning for Lifelong Generative Modelling Fei Ye, Adrian G. Bors, Kun Zhang

NeurIPS 2025 Dynamic Siamese Expansion Framework for Improving Robustness in Online Continual Learning Fei Ye, Yulong Zhao, Qihe Liu, Junlin Chen, Adrian G. Bors, Jingling Sun, Rongyao Hu, Shijie Zhou

ICML 2025 Elucidating the Design Space of Multimodal Protein Language Models Cheng-Yen Hsieh, Xinyou Wang, Daiheng Zhang, Dongyu Xue, Fei Ye, Shujian Huang, Zaixiang Zheng, Quanquan Gu

NeurIPS 2025 Learning Expandable and Adaptable Representations for Continual Learning Ruilong Yu, Mingyan Liu, Fei Ye, Adrian G. Bors, Rongyao Hu, Jingling Sun, Shijie Zhou

NeurIPS 2025 Learning Multi-Source and Robust Representations for Continual Learning Fei Ye, Yongcheng Zhong, Qihe Liu, Adrian G. Bors, Jingling Sun, Rongyao Hu, Shijie Zhou

AAAI 2025 Lifelong Scalable Generative System via Online Maximum Mean Discrepancy Fei Ye, Adrian G. Bors

CVPR 2025 Online Task-Free Continual Learning via Dynamic Expansionable Memory Distribution Fei Ye, Adrian G. Bors

ICLR 2025 ProteinBench: A Holistic Evaluation of Protein Foundation Models Fei Ye, Zaixiang Zheng, Dongyu Xue, Yuning Shen, Lihao Wang, Yiming Ma, Yan Wang, Xinyou Wang, Xiangxin Zhou, Quanquan Gu

ICML 2024 Diffusion Language Models Are Versatile Protein Learners Xinyou Wang, Zaixiang Zheng, Fei Ye, Dongyu Xue, Shujian Huang, Quanquan Gu

ECCV 2024 Layered Rendering Diffusion Model for Controllable Zero-Shot Image Synthesis Zipeng Qi, Guoxi Huang, Chenyang Liu, Fei Ye

CVPR 2024 Online Task-Free Continual Generative and Discriminative Learning via Dynamic Cluster Memory Fei Ye, Adrian G. Bors

AAAI 2024 Task-Free Continual Generation and Representation Learning via Dynamic Expansionable Memory Cluster Fei Ye, Adrian G. Bors

AAAI 2024 Task-Free Dynamic Sparse Vision Transformer for Continual Learning Fei Ye, Adrian G. Bors

ICLRW 2023 Accelerating Antimicrobial Peptide Discovery with Latent Sequence-Structure Model Danqing Wang, Zeyu Wen, Fei Ye, Lei Li, Hao Zhou

AAAI 2023 Continual Variational Autoencoder via Continual Generative Knowledge Distillation Fei Ye, Adrian G. Bors

NeurIPSW 2023 CryoSTAR: Cryo-EM Heterogeneous Reconstruction of Atomic Models with Structural Regularization Yi Zhou, Yilai Li, Jing Yuan, Fei Ye, Quanquan Gu

AAAI 2023 Learning Dynamic Latent Spaces for Lifelong Generative Modelling Fei Ye, Adrian G. Bors

ICLR 2023 Learning Harmonic Molecular Representations on Riemannian Manifold Yiqun Wang, Yuning Shen, Shi Chen, Lihao Wang, Fei Ye, Hao Zhou

AAAI 2023 Lifelong Compression Mixture Model via Knowledge Relationship Graph Fei Ye, Adrian G. Bors

AAAI 2023 Lifelong Variational Autoencoder via Online Adversarial Expansion Strategy Fei Ye, Adrian G. Bors

ICLR 2023 On Pre-Training Language Model for Antibody Danqing Wang, Fei Ye, Hao Zhou

ICCV 2023 Self-Evolved Dynamic Expansion Model for Task-Free Continual Learning Fei Ye, Adrian G. Bors

ICML 2023 Structure-Informed Language Models Are Protein Designers Zaixiang Zheng, Yifan Deng, Dongyu Xue, Yi Zhou, Fei Ye, Quanquan Gu

ICCV 2023 Wasserstein Expansible Variational Autoencoder for Discriminative and Generative Continual Learning Fei Ye, Adrian G. Bors

ECCV 2022 Continual Variational Autoencoder Learning via Online Cooperative Memorization Fei Ye, Adrian G. Bors

AAAI 2022 Lifelong Generative Modelling Using Dynamic Expansion Graph Model Fei Ye, Adrian G. Bors

NeurIPS 2022 Task-Free Continual Learning via Online Discrepancy Distance Learning Fei Ye, Adrian G. Bors

ICCV 2021 Lifelong Infinite Mixture Model Based on Knowledge-Driven Dirichlet Process Fei Ye, Adrian G. Bors

ECCV 2020 Learning Latent Representations Across Multiple Data Domains Using Lifelong VAEGAN Fei Ye, Adrian G. Bors

JMLR 2010 Rate Minimaxity of the Lasso and Dantzig Selector for the Lq Loss in Lr Balls Fei Ye, Cun-Hui Zhang