Yun Fu

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 406

Top Venues

CoRR

IEEE Trans. Image Process.

AAAI

CVPR

Publications

Chang Liu, Gaurav Mittal, Nikolaos Karianakis, Victor Fragoso, Ye Yu, Yun Fu, Mei Chen
HyperSTAR: Task-Aware Hyperparameter Recommendation for Training and Compression. Int. J. Comput. Vis. 132 (6) (2024)
Yue Bai, Zichen Zhang, Jiasen Lu, Yun Fu
SoupLM: Model Integration in Large Language and Multi-Modal Models. CoRR (2024)
Guohao Sun, Yue Bai, Xueying Yang, Yi Fang, Yun Fu, Zhiqiang Tao
Aligning Out-of-Distribution Web Images and Caption Semantics via Evidential Learning. WWW (2024)
Zhawnen Chen, Tianchun Wang, Yizhou Wang, Michal Kosinski, Xiang Zhang, Yun Fu, Sheng Li
Through the Theory of Mind's Eye: Reading Minds with Multimodal Video Large Language Models. CoRR (2024)
Yi Xu, Yun Fu
Adapting to Length Shift: FlexiLength Network for Trajectory Prediction. CoRR (2024)
Zaid Khan, Vijay Kumar B. G, Samuel Schulter, Yun Fu, Manmohan Chandraker
Self-Training Large Language Models for Improved Visual Program Synthesis With Visual Reinforcement. CoRR (2024)
Xu Ma, Xiyang Dai, Jianwei Yang, Bin Xiao, Yinpeng Chen, Yun Fu, Lu Yuan
Efficient Modulation for Vision Networks. CoRR (2024)
Xiaotong Luo, Zekun Ai, Qiuyuan Liang, Ding Liu, Yuan Xie, Yanyun Qu, Yun Fu
AdaFormer: Efficient Transformer with Adaptive Token Sparsification for Image Super-resolution. AAAI (2024)
Yi Xu, Yun Fu
Deciphering Movement: Unified Trajectory Generation Model for Multi-Agent. CoRR (2024)
Xiaotong Luo, Yuan Xie, Yanyun Qu, Yun Fu
SkipDiff: Adaptive Skip Diffusion Model for High-Fidelity Perceptual Image Super-resolution. AAAI (2024)
Yitian Zhang, Yue Bai, Huan Wang, Yizhou Wang, Yun Fu
Don't Judge by the Look: Towards Motion Coherent Video Representation. CoRR (2024)
Haichao Zhang, Yi Xu, Hongsheng Lu, Takayuki Shimizu, Yun Fu
OOSTraj: Out-of-Sight Trajectory Prediction With Vision-Positioning Denoising. CoRR (2024)
Xu Ma, Xiyang Dai, Jianwei Yang, Bin Xiao, Yinpeng Chen, Yun Fu, Lu Yuan
Efficient Modulation for Vision Networks. ICLR (2024)
Yitian Zhang, Xu Ma, Yue Bai, Huan Wang, Yun Fu
Accessing Vision Foundation Models at ImageNet-level Costs. CoRR (2024)
Dongliang Guo, Yun Fu, Sheng Li
Ada-VAD: Domain Adaptable Video Anomaly Detection. SDM (2024)
Yitian Zhang, Yue Bai, Huan Wang, Yizhou Wang, Yun Fu
Don't Judge by the Look: Towards Motion Coherent Video Representation. ICLR (2024)
Xu Ma, Xiyang Dai, Yue Bai, Yizhou Wang, Yun Fu
Rewrite the Stars. CoRR (2024)
Zaid Khan, Yun Fu
Consistency and Uncertainty: Identifying Unreliable Responses From Black-Box Vision-Language Models for Selective Visual Question Answering. CoRR (2024)
Yuxiang Lan, Yachao Zhang, Xu Ma, Yanyun Qu, Yun Fu
Efficient Converted Spiking Neural Network for 3D and 2D Classification. ICCV (2023)
Hongfu Liu, Junxiang Chen, Jennifer G. Dy, Yun Fu
Transforming Complex Problems Into K-Means Solutions. IEEE Trans. Pattern Anal. Mach. Intell. 45 (7) (2023)
Xu Ma, Yuqian Zhou, Huan Wang, Can Qin, Bin Sun, Chang Liu, Yun Fu
Image as Set of Points. ICLR (2023)
Jiamian Wang, Huan Wang, Yulun Zhang, Yun Fu, Zhiqiang Tao
Iterative Soft Shrinkage Learning for Efficient Image Super-Resolution. ICCV (2023)
Haichao Zhang, Can Qin, Yu Yin, Yun Fu
Camouflaged Image Synthesis Is All You Need to Boost Camouflaged Detection. CoRR (2023)
Huan Wang, Yulun Zhang, Can Qin, Luc Van Gool, Yun Fu
Global Aligned Structured Sparsity Learning for Efficient Image Super-Resolution. IEEE Trans. Pattern Anal. Mach. Intell. 45 (9) (2023)
Jiamian Wang, Huan Wang, Yulun Zhang, Yun Fu, Zhiqiang Tao
Iterative Soft Shrinkage Learning for Efficient Image Super-Resolution. CoRR (2023)
Can Qin, Ning Yu, Chen Xing, Shu Zhang, Zeyuan Chen, Stefano Ermon, Yun Fu, Caiming Xiong, Ran Xu
GlueGen: Plug and Play Multi-modal Encoders for X-to-image Generation. ICCV (2023)
Miaoyu Li, Yachao Zhang, Xu Ma, Yanyun Qu, Yun Fu
BEV-DG: Cross-Modal Learning under Bird's-Eye View for Domain Generalization of 3D Semantic Segmentation. ICCV (2023)
Zaid Khan, BG Vijay Kumar, Samuel Schulter, Xiang Yu, Yun Fu, Manmohan Chandraker
Q: How to Specialize Large Vision-Language Models to Data-Scarce VQA Tasks? A: Self-Train on Unlabeled Images! CVPR (2023)
Yue Bai, Lichen Wang, Yunyu Liu, Yu Yin, Hang Di, Yun Fu
Human Motion Segmentation via Velocity-Sensitive Dual-Side Auto-Encoder. IEEE Trans. Image Process. 32 (2023)
Yanyu Li, Huan Wang, Qing Jin, Ju Hu, Pavlo Chemerys, Yun Fu, Yanzhi Wang, Sergey Tulyakov, Jian Ren
SnapFusion: Text-to-Image Diffusion Model on Mobile Devices within Two Seconds. CoRR (2023)
Yizhou Wang, Can Qin, Yue Bai, Yi Xu, Xu Ma, Yun Fu
Making Reconstruction-based Method Great Again for Video Anomaly Detection. CoRR (2023)
Chang Liu, Lichen Wang, Yun Fu
Rethinking Neighborhood Consistency Learning on Unsupervised Domain Adaptation. ACM Multimedia (2023)
Zaid Khan, Yun Fu
Contrastive Alignment of Vision to Language Through Parameter-Efficient Transfer Learning. ICLR (2023)
Zhiqiang Tao, Jun Li, Huazhu Fu, Yu Kong, Yun Fu
From Ensemble Clustering to Subspace Clustering: Cluster Structure Encoding. IEEE Trans. Neural Networks Learn. Syst. 34 (5) (2023)
Jianglin Lu, Yi Xu, Huan Wang, Yue Bai, Yun Fu
Latent Graph Inference with Limited Supervision. CoRR (2023)
Yu Yin, Kamran Ghasedi, HsiangTao Wu, Jiaolong Yang, Xin Tong, Yun Fu
NeRFInvertor: High Fidelity NeRF-GAN Inversion for Single-Shot Real Image Animation. CVPR (2023)
Yulun Zhang, Donglai Wei, Richard Schalek, Yuelong Wu, Stephen G. Turney, Jeff Lichtman, Hanspeter Pfister, Yun Fu
High-Throughput Microscopy Image Deblurring with Graph Reasoning Attention Network. ISBI (2023)
Zaid Khan, Vijay Kumar B. G, Samuel Schulter, Manmohan Chandraker, Yun Fu
Exploring Question Decomposition for Zero-Shot VQA. CoRR (2023)
Kai Li, Curtis Wigington, Chris Tensmeyer, Vlad I. Morariu, Handong Zhao, Varun Manjunatha, Nikolaos Barmpalios, Yun Fu
Improving Cross-Domain Detection with Self-Supervised Learning. CVPR Workshops (2023)
Miaoyu Li, Yachao Zhang, Xu Ma, Yanyun Qu, Yun Fu
BEV-DG: Cross-Modal Learning under Bird's-Eye View for Domain Generalization of 3D Semantic Segmentation. CoRR (2023)
Yue Bai, Dipu Manandhar, Zhaowen Wang, John P. Collomosse, Yun Fu
Layout Representation Learning with Spatial and Structural Hierarchies. AAAI (2023)
Yanyu Li, Huan Wang, Qing Jin, Ju Hu, Pavlo Chemerys, Yun Fu, Yanzhi Wang, Sergey Tulyakov, Jian Ren
SnapFusion: Text-to-Image Diffusion Model on Mobile Devices within Two Seconds. NeurIPS (2023)
Junli Cao, Huan Wang, Pavlo Chemerys, Vladislav Shakhrai, Ju Hu, Yun Fu, Denys Makoviichuk, Sergey Tulyakov, Jian Ren
Real-Time Neural Light Field on Mobile Devices. CVPR (2023)
Haichao Zhang, Yi Xu, Hongsheng Lu, Takayuki Shimizu, Yun Fu
Layout Sequence Prediction From Noisy Mobile Modality. CoRR (2023)
Yitian Zhang, Yue Bai, Chang Liu, Huan Wang, Sheng Li, Yun Fu
Frame Flexible Network. CoRR (2023)
Bin Sun, Jun Li, Ming Shao, Yun Fu
LRPRNet: Lightweight Deep Network by Low-Rank Pointwise Residual Convolution. IEEE Trans. Neural Networks Learn. Syst. 34 (8) (2023)
Yizhou Wang, Yue Kang, Can Qin, Huan Wang, Yi Xu, Yulun Zhang, Yun Fu
Momentum is All You Need for Data-Driven Adaptive Optimization. ICDM (2023)
Zaid Khan, Vijay Kumar B. G, Samuel Schulter, Xiang Yu, Yun Fu, Manmohan Chandraker
Q: How to Specialize Large Vision-Language Models to Data-Scarce VQA Tasks? A: Self-Train on Unlabeled Images! CoRR (2023)
Jianglin Lu, Yi Xu, Huan Wang, Yue Bai, Yun Fu
Latent Graph Inference with Limited Supervision. NeurIPS (2023)
Chang Liu, Kunpeng Li, Michael Stopa, Jun Amano, Yun Fu
Discovering Informative and Robust Positives for Video Domain Adaptation. ICLR (2023)
Zaid Khan, Yun Fu
Contrastive Alignment of Vision to Language Through Parameter-Efficient Transfer Learning. CoRR (2023)
Bin Sun, Yulun Zhang, Songyao Jiang, Yun Fu
Hybrid Pixel-Unshuffled Network for Lightweight Image Super-resolution. AAAI (2023)
Xiaotong Luo, Yanyun Qu, Yuan Xie, Yulun Zhang, Cuihua Li, Yun Fu
Lattice Network for Lightweight Image Restoration. IEEE Trans. Pattern Anal. Mach. Intell. 45 (4) (2023)
Can Qin, Shu Zhang, Ning Yu, Yihao Feng, Xinyi Yang, Yingbo Zhou, Huan Wang, Juan Carlos Niebles, Caiming Xiong, Silvio Savarese, Stefano Ermon, Yun Fu, Ran Xu
UniControl: A Unified Diffusion Model for Controllable Visual Generation In the Wild. NeurIPS (2023)
Huan Wang, Yun Fu
Trainability Preserving Neural Pruning. ICLR (2023)
Joseph P. Robinson, Can Qin, Yann Henon, Samson Timoner, Yun Fu
Balancing Biases and Preserving Privacy on Balanced Faces in the Wild. IEEE Trans. Image Process. 32 (2023)
Xu Ma, Yuqian Zhou, Huan Wang, Can Qin, Bin Sun, Chang Liu, Yun Fu
Image as Set of Points. CoRR (2023)
Yiqun Mei, Yuchen Fan, Yulun Zhang, Jiahui Yu, Yuqian Zhou, Ding Liu, Yun Fu, Thomas S. Huang, Humphrey Shi
Pyramid Attention Network for Image Restoration. Int. J. Comput. Vis. 131 (12) (2023)
Zaid Khan, Vijay Kumar B. G, Samuel Schulter, Manmohan Chandraker, Yun Fu
Exploring Question Decomposition for Zero-Shot VQA. NeurIPS (2023)
Haichao Zhang, Yi Xu, Hongsheng Lu, Takayuki Shimizu, Yun Fu
Layout Sequence Prediction From Noisy Mobile Modality. ACM Multimedia (2023)
Lichen Wang, Zhengming Ding, Kasey Lee, Seungju Han, Jae-Joon Han, Changkyu Choi, Yun Fu
Generative Multi-Label Correlation Learning. ACM Trans. Knowl. Discov. Data 17 (2) (2023)
Kunpeng Li, Yulun Zhang, Kai Li, Yuanyuan Li, Yun Fu
Image-Text Embedding Learning via Visual and Textual Semantic Reasoning. IEEE Trans. Pattern Anal. Mach. Intell. 45 (1) (2023)
Huan Wang, Can Qin, Yue Bai, Yun Fu
Why is the State of Neural Network Pruning so Confusing? On the Fairness, Comparison Setup, and Trainability in Network Pruning. CoRR (2023)
Yitian Zhang, Yue Bai, Chang Liu, Huan Wang, Sheng Li, Yun Fu
Frame Flexible Network. CVPR (2023)
Can Qin, Sungchul Kim, Handong Zhao, Tong Yu, Ryan A. Rossi, Yun Fu
External Knowledge Infusion for Tabular Pre-training Models with Dual-adapters. KDD (2022)
Yi Xu, Lichen Wang, Yizhou Wang, Yun Fu
Adaptive Trajectory Prediction via Transferable GNN. CVPR (2022)
Kunpeng Li, Zizhao Zhang, Guanhang Wu, Xuehan Xiong, Chen-Yu Lee, Zhichao Lu, Yun Fu, Tomas Pfister
Learning from Weakly-Labeled Web Videos via Exploring Sub-concepts. AAAI (2022)
Yue Bai, Zhiqiang Tao, Lichen Wang, Sheng Li, Yu Yin, Yun Fu
Collaborative Attention Mechanism for Multi-Modal Time Series Classification. SDM (2022)
Xu Ma, Can Qin, Haoxuan You, Haoxi Ran, Yun Fu
Rethinking Network Design and Local Geometry in Point Cloud: A Simple Residual MLP Framework. ICLR (2022)
Can Qin, Lichen Wang, Qianqian Ma, Yu Yin, Huan Wang, Yun Fu
Semi-Supervised Domain Adaptive Structure Learning. IEEE Trans. Image Process. 31 (2022)
Yitian Zhang, Yue Bai, Huan Wang, Yi Xu, Yun Fu
Look More but Care Less in Video Recognition. NeurIPS (2022)
Kai Li, Hongfu Liu, Yulun Zhang, Kunpeng Li, Yun Fu
Self-Guided Deep Multiview Subspace Clustering via Consensus Affinity Regularization. IEEE Trans. Cybern. 52 (12) (2022)
Yue Bai, Huan Wang, Zhiqiang Tao, Kunpeng Li, Yun Fu
Dual Lottery Ticket Hypothesis. CoRR (2022)
Yi Xu, Lichen Wang, Yizhou Wang, Can Qin, Yulun Zhang, Yun Fu
MemREIN: Rein the Domain Shift for Cross-Domain Few-Shot Learning. IJCAI (2022)
Huan Wang, Jian Ren, Zeng Huang, Kyle Olszewski, Menglei Chai, Yun Fu, Sergey Tulyakov
R2L: Distilling Neural Radiance Field to Neural Light Field for Efficient Novel View Synthesis. CoRR (2022)
Zaid Khan, B. G. Vijay Kumar, Xiang Yu, Samuel Schulter, Manmohan Chandraker, Yun Fu
Single-Stream Multi-level Alignment for Vision-Language Pretraining. ECCV (36) (2022)
Shuhui Jiang, Jun Li, Yun Fu
Deep Learning for Fashion Style Generation. IEEE Trans. Neural Networks Learn. Syst. 33 (9) (2022)
Xingchen Zhao, Chang Liu, Anthony Sicilia, Seong Jae Hwang, Yun Fu
Test-time Fourier Style Calibration for Domain Generalization. IJCAI (2022)
Yue Bai, Huan Wang, Xu Ma, Yitian Zhang, Zhiqiang Tao, Yun Fu
Parameter-Efficient Masking Networks. CoRR (2022)
Xu Ma, Huan Wang, Can Qin, Kunpeng Li, Xingchen Zhao, Jie Fu, Yun Fu
A Close Look at Spatial Modeling: From Attention to Convolution. CoRR (2022)
Gan Sun, Yang Cong, Qianqian Wang, Bineng Zhong, Yun Fu
Representative Task Self-Selection for Flexible Clustered Lifelong Learning. IEEE Trans. Neural Networks Learn. Syst. 33 (4) (2022)
Kai Li, Zhengming Ding, Kunpeng Li, Yulun Zhang, Yun Fu
Vehicle and Person Re-Identification With Support Neighbor Loss. IEEE Trans. Neural Networks Learn. Syst. 33 (2) (2022)
Yi Xu, Lichen Wang, Yizhou Wang, Yun Fu
Adaptive Trajectory Prediction via Transferable GNN. CoRR (2022)
Yue Bai, Huan Wang, Xu Ma, Yitian Zhang, Zhiqiang Tao, Yun Fu
Parameter-Efficient Masking Networks. NeurIPS (2022)
Zaid Khan, Vijay Kumar B. G, Xiang Yu, Samuel Schulter, Manmohan Chandraker, Yun Fu
Single-Stream Multi-Level Alignment for Vision-Language Pretraining. CoRR (2022)
Can Qin, Yizhou Wang, Yun Fu
Robust Semi-supervised Domain Adaptation against Noisy Labels. CIKM (2022)
Huan Wang, Can Qin, Yue Bai, Yulun Zhang, Yun Fu
Recent Advances on Neural Network Pruning at Initialization. IJCAI (2022)
Junli Cao, Huan Wang, Pavlo Chemerys, Vladislav Shakhrai, Ju Hu, Yun Fu, Denys Makoviichuk, Sergey Tulyakov, Jian Ren
Real-Time Neural Light Field on Mobile Devices. CoRR (2022)
Yizhou Wang, Can Qin, Yue Bai, Yi Xu, Xu Ma, Yun Fu
Making Reconstruction-based Method Great Again for Video Anomaly Detection. ICDM (2022)
Jun Li, Zhiqiang Tao, Yue Wu, Bineng Zhong, Yun Fu
Large-Scale Subspace Clustering by Independent Distributed and Parallel Coding. IEEE Trans. Cybern. 52 (9) (2022)
Xingchen Zhao, Chang Liu, Anthony Sicilia, Seong Jae Hwang, Yun Fu
Test-time Fourier Style Calibration for Domain Generalization. CoRR (2022)
Chang Liu, Lichen Wang, Yun Fu
Meta Adversarial Weight for Unsupervised Domain Adaptation. SDM (2022)
Yitian Zhang, Yue Bai, Huan Wang, Yi Xu, Yun Fu
Look More but Care Less in Video Recognition. CoRR (2022)
Huan Wang, Suhas Lohit, Michael N. Jones, Yun Fu
What Makes a "Good" Data Augmentation in Knowledge Distillation - A Statistical Perspective. NeurIPS (2022)
Yue Bai, Huan Wang, Zhiqiang Tao, Kunpeng Li, Yun Fu
Dual Lottery Ticket Hypothesis. ICLR (2022)
Yu Yin, Joseph P. Robinson, Yun Fu
Multimodal In-bed Pose and Shape Estimation under the Blankets. ACM Multimedia (2022)
Lichen Wang, Zhengming Ding, Yun Fu
Generic Multi-label Annotation via Adaptive Graph and Marginalized Augmentation. ACM Trans. Knowl. Discov. Data 16 (1) (2022)
Yulun Zhang, Huan Wang, Can Qin, Yun Fu
Learning Efficient Image Super-Resolution Networks via Structure-Regularized Pruning. ICLR (2022)
Joseph P. Robinson, Zaid Khan, Yu Yin, Ming Shao, Yun Fu
Families in Wild Multimedia: A Multimodal Database for Recognizing Kinship. IEEE Trans. Multim. 24 (2022)
Huan Wang, Jian Ren, Zeng Huang, Kyle Olszewski, Menglei Chai, Yun Fu, Sergey Tulyakov
R2L: Distilling Neural Radiance Field to Neural Light Field for Efficient Novel View Synthesis. ECCV (31) (2022)

Yun Fu.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Yun Fu