Lefei Zhang

Nanyang Technological University — Singapore

Engineering · Physical Sciences

54h-index13.6kcitations319works7.42yr avg
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Research Topics

Remote-Sensing Image Classification(105), Remote Sensing and Land Use(58), Domain Adaptation and Few-Shot Learning(38), Face and Expression Recognition(37), Advanced Neural Network Applications(32)

Publications319 total

ClusIR: Towards Cluster-Guided All-in-One Image Restoration
arXiv (Cornell University)·2025Open Access
EvoIR: Towards All-in-One Image Restoration via Evolutionary Frequency Modulation
arXiv (Cornell University)·2025Open Access
Neural Discrete Representation Learning for Sparse-View CBCT Reconstruction: From Algorithm Design to Prospective Multicenter Clinical Evaluation
arXiv (Cornell University)·2025Open Access
Efficient and Effective Weight-Ensembling Mixture of Experts for Multi-Task Model Merging
IEEE Transactions on Pattern Analysis and Machine Intelligence·2025
ToM: Leveraging Tree-oriented MapReduce for Long-Context Reasoning in Large Language Models
arXiv (Cornell University)·2025Open Access
Multimodal Decomposed Distillation with Instance Alignment and Uncertainty Compensation for Thermal Object Detection
2025
Proto-Former: Unified Facial Landmark Detection by Prototype Transformer
arXiv (Cornell University)·2025Open Access
MambaMoE: Mixture-of-spectral-spatial-experts state space model for hyperspectral image classification
Information Fusion·2025· 3 cited
ResAD: Normalized Residual Trajectory Modeling for End-to-End Autonomous Driving
arXiv (Cornell University)·2025Open Access
OmniBridge: Unified Multimodal Understanding, Generation, and Retrieval via Latent Space Alignment
arXiv (Cornell University)·2025Open Access
Zero-Shot Sparse Mixture of Low-Rank Experts Construction From Pre-Trained Foundation Models
IEEE Transactions on Pattern Analysis and Machine Intelligence·2025
HSRMamba: Contextual Spatial-Spectral State Space Model for Single Hyperspectral Image Super-Resolution
2025· 1 cited
Spatial-Spectral Similarity-Guided Fusion Network for Pansharpening
2025
CoViPAL: Layer-wise Contextualized Visual Token Pruning for Large Vision-Language Models
arXiv (Cornell University)·2025Open Access
S5: Scalable Semi-Supervised Semantic Segmentation in Remote Sensing
arXiv (Cornell University)·2025Open Access
DM-PCL: Text-Driven Dual-Modal Prototype Consistency Learning for Weakly-Supervised Few-Shot Part Segmentation
International Journal of Computer Vision·2025
Characterization and Complete Genomic Analysis of a Novel Bacteriophage BUCT775 for Acinetobacter baumannii and Its Elimination Efficiency in the Environment
International Journal of Molecular Sciences·2025· 1 citedOpen Access
KV-Latent: Dimensional-level KV Cache Reduction with Frequency-aware Rotary Positional Embedding
arXiv (Cornell University)·2025Open Access
SpindleKV: A Novel KV Cache Reduction Method Balancing Both Shallow and Deep Layers
arXiv (Cornell University)·2025Open Access
Mixed-noise robust tensor multi-view clustering via adaptive dictionary learning
Information Fusion·2025· 1 citedOpen Access
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Frequent Co-authors

Bo Du(28), Liangpei Zhang(22), Dacheng Tao(18), Xin Huang(11), Liangpei Zhang(6), Yipeng Zhang(5), Zengmao Wang(5), Ning Wang(4), Jingyuan Li(3), Liangchen Song(3), Jing Zhang(3), Chen Wu(3), Dacheng Tao(2), Cheng Wang(2), Bo Du(2), Chang Huang(2), Fulin Luo(2), Fengxiang He(2), Meng Lan(2), Xian Guo(2)