Nanyang Ye

Shanghai Jiao Tong University — China

Computer Science · Physical Sciences

14h-index567citations73works2.92yr avg
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Research Topics

Domain Adaptation and Few-Shot Learning(18), Advanced Neural Network Applications(13), Anomaly Detection Techniques and Applications(13), Neural Networks and Applications(9), Adversarial Robustness in Machine Learning(9)

Publications73 total

Proximal Action Replacement for Behavior Cloning Actor-Critic in Offline Reinforcement Learning
ArXiv.org·2026Open Access
Proximal Action Replacement for Behavior Cloning Actor-Critic in Offline Reinforcement Learning
arXiv (Cornell University)·2026Open Access
V-CAGE: Context-Aware Generation and Verification for Scalable Long-Horizon Embodied Tasks
ArXiv.org·2026Open Access
V-CAGE: Context-Aware Generation and Verification for Scalable Long-Horizon Embodied Tasks
arXiv (Cornell University)·2026Open Access
CFSM: A Novel Causal Feature Selection Module for Two-Dimensional Out-of-Distribution Generalization
IEEE Transactions on Pattern Analysis and Machine Intelligence·2026
OoDBench+: Quantifying and Understanding Two Dimensions of Out-of-Distribution Generalization
IEEE Transactions on Pattern Analysis and Machine Intelligence·2025
$Δ\mathrm{Energy}$: Optimizing Energy Change During Vision-Language Alignment Improves both OOD Detection and OOD Generalization
arXiv (Cornell University)·2025Open Access
Conformalized Causal Learning for Uncertainty-Aware Mineral Prospectivity Mapping
Lecture notes in computer science·2025
Learning Primitive Embodied World Models: Towards Scalable Robotic Learning
arXiv (Cornell University)·2025Open Access
InfoBound: A Provable Information-Bounds Inspired Framework for Both OoD Generalization and OoD Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence·2025
Bayes-CAL: Robust Cross-Modal Alignment by Bayesian Approach for Few-Shot OoD Generalization
International Journal of Computer Vision·2025· 2 cited
OODD: Test-time Out-of-Distribution Detection with Dynamic Dictionary
2025· 2 cited
Decision SpikeFormer: Spike-Driven Transformer for Decision Making
2025· 1 cited
Tri-AutoAug: Single Domain Generalization for Bird's-Eye-View 3D Object Detection Through Pixel-2D-3D Features
2025
Bayesian Cross-Modal Alignment Learning for Few-Shot Out-of-Distribution Generalization
arXiv (Cornell University)·2025Open Access
Decision SpikeFormer: Spike-Driven Transformer for Decision Making
arXiv (Cornell University)·2025Open Access
OODD: Test-time Out-of-Distribution Detection with Dynamic Dictionary
arXiv (Cornell University)·2025Open Access
ConcealGS: Concealing Invisible Copyright Information in 3D Gaussian Splatting
2025· 3 cited
Less is More: Masking Elements in Image Condition Features Avoids Content Leakages in Style Transfer Diffusion Models
arXiv (Cornell University)·2025Open Access
ConcealGS: Concealing Invisible Copyright Information in 3D Gaussian Splatting
arXiv (Cornell University)·2025Open Access
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Frequent Co-authors

Qinying Gu(11), Xinbing Wang(11), Chenghu Zhou(11), Lanqing Hong(9), Zhanxing Zhu(9), Zhenguo Li(8), Rafał Mantiuk(7), Haoyue Bai(6), Fengwei Zhou(6), Xiao-Yun Zhou(6), Kaican Li(5), Zhaoyu Zeng(4), Qianxiao Li(4), Runpeng Yu(3), S.-H. Gary Chan(3), Liujia Yang(3), Guang‐Zhong Yang(3), Jinling Gao(3), Fan Wu(3), Linhao Dong(3)