Bihan Wen
Associate Professor
Works on machine learning and computational imaging, including sparse and low-rank modelling and image restoration for radar, hyperspectral and MRI data.
Bihan Wen's lab at NTU works on computational imaging & photography. 127 papers since 2023, 48 at top venues, mostly ICASSP and CVPR. 11 PhD students. 10 alumni, most often to Huawei and Google.
At a glance
- papers, 2023–2026
- 33/ year
- at T1 venues
- 38%
- PhD students
- 11
- MS students
- 0
- alumni listed
- 10
Papers by yearfrom the lab homepage, 2023–2026
- 24 papers2026 · T1 9 · collecting
- 32 papers2025 · T1 13
- 34 papers2024 · T1 15
- 37 papers2023 · T1 11
T1 venuesOtherVenues: ICASSP, CVPR, ICCV, NeurIPS, ECCV
Research focuspaper titles that use each topic's words
- Computational imaging & photography7 papers
- low-rank7 papers
- restoration3 papers
- image restoration2 papers
- radar2 papers
Paper list
From the lab homepage.
202624 papers
- IEEE Transactions on Industrial Informatics (TII).AdaTrendLike: Adaptive Hierarchical Detrending and Trend Likelihood Scoring for Time Series Anomaly Detection
- Nature CommunicationAn intelligent vision sensor for hyperspectral imaging and computing
- ICIPBenchmarking Attribute Discrimination in Infant-Scale Vision-Language Models
- IEEE Transactions on Multimedia (TMM).Coarse-to-Fine Language-Guided Discriminative Knowledge Distillation for Few-Shot Class-Incremental Learning
- ACM MMCognitive Inception: Agentic Reasoning against Visual Deceptions by Injecting Skepticism
- IEEE Transactions on Multimedia (TMM).Confidence Matters: Balanced Pseudo-Label Selection for Semi-Supervised Few-Shot Learning
- AAAI (T1)Conformal Prediction for Multi-Source Detection on a Network
- International Journal of Computer Vision (IJCV).ContextFusion and Bootstrap: An Effective Approach to Improve Slot Attention-Based Object-Centric Learning
- Neural Networks (NN).Dynamic-Aware Video Distillation: Adaptive Temporal Partitioning based on Video Semantics for Edge Device
- IROS (T1)Failsafe: Reasoning and recovery from failures in vision-language-action models
- NeurIPS (T1)Flow+Diff: Unifying Flow and Diffusion Representations for Multivariate Time Series Anomaly Detection
- IEEE Internet of Things Journal (IoT Journal).IL-DiffTSF: Invertible Latent Diffusion for Probabilistic Time Series Forecasting
202532 papers
- Pattern Recognition (PR).A Regularized Deep Self-Expression Feature Augmentation Network for Few-Shot Unconstrained Palmprint Recognition
- Journal of Hydrology.A review of recent hybridized machine learning methodologies for time series forecasting on water-related variables
- IEEE Transactions on Instrumentation & Measurement (TIM).Data-Efficient Deep Learning for Printed Circuit Board Defect Detection Using X-Ray Images
- ACM MMDeemo: De-identity multimodal emotion recognition and reasoning
- IEEE Transactions on Neural Networks and Learning Systems (TNNLS).DenseKD: Dense Knowledge Distillation by Exploiting Region and Sample Importance
- IEEE Transactions on Medical Imaging (TMI). . Unsupervised Digital Staining .Digital Staining Without Aligned Samples: An Unsupervised Approach via Knowledge Distillation
- CVPR (T1)Discovering Hidden Visual Concepts Beyond Linguistic Input in Infant Learning
- ICASSP (T1)Distribution Alignment Informed Thresholding for Semi-Supervised Curvilinear Structure Segmentation
- NJP Nanophotonics.Fast 3D localization of nano-objects in wide-field interferometric scattering microscopy via vectorial diffraction model-derived analytical fitting
- ICCV (T1)GroundFlow: A Plug-in Module for Temporal Reasoning on 3D Point Cloud Sequential Grounding
- ISCASHarnessing Forecast Uncertainty in Deep Learning for Time Series Anomaly Detection with Posterior Distribution Scoring
- ICASSP (T1)Hyperspectral Image Reconstruction with Unseen Material Detection
202434 papers
- Expert Systems with ApplicationsA joint learning method with consistency-aware for low-resolution facial expression recognition
- Natural Hazards and Earth System Sciences (NHESS). .Automating tephra fall building damage assessment using deep learning
- ICASSP (T1)Benchmarking Adversarial Robustness of Image Shadow Removal with Shadow-adaptive Attacks
- IJCV (T1)Beyond Learned Metadata-based Raw Image Reconstruction
- CVPR (T1)CaKDP: Category-Aware Knowledge Distillation and Pruning Framework for Lightweight 3D Object Detection
- ICML (T1)Compress Clean Signal from Noisy Raw Image: A Self-Supervised Approach
- IJCV (T1)Compressed Event Sensing (CES) Volumes for Event Cameras
- NeurIPS (T1)ContextGS: Compact 3D Gaussian Splatting with Anchor Level Context Model
- IEEE Transactions on Information Forensics and Security (TIFS).Detection of Adversarial Attacks via Disentangling Natural Images and Perturbations
- ACM MMDual-head Genre-instance Transformer Network for Arbitrary Style Transfer
- CAAI Transactions on Intelligence Technology. , .Enhancing generalized spectral clustering with embedding Laplacian graph regularization
- ACM MMEvolving Storytelling: Benchmarks and Methods for New Character Customization with Diffusion Models
202337 papers
- IEEE Transactions on Circuits and Systems for Video Technology (TCSVT).Accelerated PALM for Nonconvex Low-rank Matrix Recovery with Theoretical Analysis
- ICASSP (T1)Benchmarking White Blood Cell Classification Under Domain Shift
- ICCV (T1)Boundary-Aware Divide and Conquer: A Diffusion-based Solution for Unsupervised Shadow Removal
- TCSVTCross-Image Disentanglement for Low-Light Enhancement in Real World
- ISBIDeep Reinforcement Learning based Unrolling Network for MRI Reconstruction
- CVPRWDenoising Diffusion Models for Plug-and-Play Image Restoration
- IEEE Conference on Industrial Electronics and Applications (ICIEADeterministic to Probabilistic Time Series Forecasting by Recurrent Neural Network with Variational Residual Boosting
- IEEE Transactions on Neural Networks and Learning Systems (TNNLS). .Disentangled Feature Representation for Few-shot Image Classification
- IEEE Transactions on Circuits and Systems for Video Technology (TCSVT).Efficient and Effective Low-rank Structural Clustering without the SVT Operators
- IEEE Transactions on Information Forensics & Security (TIFS). .Efficient Image Classification via Structured Low-rank Matrix Factorization Regression
- ICIPEnhancing Low-Light Images Using Infrared-Encoded Images
- MMExploiting the Illumination Knowledge in Real World for Low-Light Image Enhancement
Where alumni went10 listed, 75% to industry
Industry 3Academia 1
Most often to
- Huawei
Also to
- Hebei University of Technology
Apply to NTUFall 2027
Not announced yet
Computing and Data Science PhD
- Round
- Main
- Opens
- —
- GRE
- not required
- English
- TOEFL/IELTS
- Fee
- See program page
Not yet confirmed for this intake.
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