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ORCIDHongyu Zhou
Hong-Yu Zhou
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2020 – today
- 2024
[j61]Hongyu Zhou, Jianmin Ding, Yan Zhou, Yandong Wang, Lei Zhao, Cho-Chiang Shih, Jingping Xu, Jianan Wang, Ling Tong, Zhouye Chen, Qizhong Lin, Xiang Jing:
Malignancy diagnosis of liver lesion in contrast enhanced ultrasound using an end-to-end method based on deep learning. BMC Medical Imaging 24(1): 68 (2024)- [j60]Jing Liang
, Shan Liang, Li Ma, Hao Zhang, Juan Dai, Hongyu Zhou:
Leak detection for natural gas gathering pipeline using spatio-temporal fusion of practical operation data. Eng. Appl. Artif. Intell. 133: 108360 (2024) - [j59]Kang Zhang, Hong-Yu Zhou, Daniel T. Baptista-Hon, Yuanxu Gao, Xiaohong Liu, Eric Oermann, Sheng Xu, Shengwei Jin, Jian Zhang, Zhuo Sun, Yun Yin, Ronald M. Razmi, Alexandre Loupy, Stephan Beck, Jia Qu, Joseph Wu:
Concepts and applications of digital twins in healthcare and medicine. Patterns 5(8): 101028 (2024) - [j58]Chunrui Han, Jinrong Yang, Jianjian Sun, Zheng Ge, Runpei Dong, Hongyu Zhou, Weixin Mao, Yuang Peng, Xiangyu Zhang:
Exploring Recurrent Long-Term Temporal Fusion for Multi-View 3D Perception. IEEE Robotics Autom. Lett. 9(7): 6544-6551 (2024) - [j57]Yahan Yao, Wei Yao, Yongxin Xiong, Siqi Lin, Hongyu Zhou, Jinyu Wen, Shijie Cheng:
Distributed Adaptive Leaderless Consensus Control of Wind Farm for Fast Frequency Support. IEEE Trans. Ind. Electron. 71(10): 12255-12266 (2024) - [c59]Hongyu Zhou, Pamuditha Somarathne, Treshan Ayesh Peirispulle, Chenyu Fan, Zhanna Sarsenbayeva, Anusha Withana:
PairPlayVR: Shared Hand Control for Virtual Games. AHs 2024: 311-314 - [c58]Hongyu Zhou, Jiahao Shao, Lu Xu, Dongfeng Bai, Weichao Qiu, Bingbing Liu, Yue Wang, Andreas Geiger, Yiyi Liao:
HUGS: Holistic Urban 3D Scene Understanding via Gaussian Splatting. CVPR 2024: 21336-21345 - [c57]Guillaume Astruc, Nicolas Dufour, Ioannis Siglidis, Constantin Aronssohn, Nacim Bouia, Stephanie Fu, Romain Loiseau, Van Nguyen Nguyen, Charles Raude, Elliot Vincent, Lintao Xu, Hongyu Zhou, Loïc Landrieu:
OpenStreetView-5M: The Many Roads to Global Visual Geolocation. CVPR 2024: 21967-21977 - [c56]Runpei Dong, Chunrui Han, Yuang Peng, Zekun Qi, Zheng Ge, Jinrong Yang, Liang Zhao, Jianjian Sun, Hongyu Zhou, Haoran Wei, Xiangwen Kong, Xiangyu Zhang, Kaisheng Ma, Li Yi:
DreamLLM: Synergistic Multimodal Comprehension and Creation. ICLR 2024 - [c55]Weijian Huang, Cheng Li, Hong-Yu Zhou, Jiarun Liu, Hao Yang, Yong Liang, Guangming Shi, Hairong Zheng, Shanshan Wang:
Enhancing Representation in Medical Vision-Language Foundation Models Via Multi-Scale Information Extraction Techniques. ISBI 2024: 1-5 - [c54]Jiarun Liu, Hong-Yu Zhou, Cheng Li, Weijian Huang, Hao Yang, Yong Liang, Guangming Shi, Hairong Zheng, Shanshan Wang:
Mlip: Medical Language-Image Pre-Training With Masked Local Representation Learning. ISBI 2024: 1-5 - [c53]Hao Yang, Hong-Yu Zhou, Cheng Li, Weijian Huang, Jiarun Liu, Yong Liang, Guangming Shi, Hairong Zheng, Qiegen Liu, Shanshan Wang:
Multimodal Self-Supervised Learning for Lesion Localization. ISBI 2024: 1-5 - [c52]Hongyu Zhou, Wei Xiang, Qinwei Dong, Weizhi Qi, Peng Wu:
Research on power grid equipment maintenance based on multi-dimensional inspection image processing. PEAI 2024: 53-57 - [i76]Hao Yang, Hong-Yu Zhou, Cheng Li, Weijian Huang, Jiarun Liu, Yong Liang, Shanshan Wang:
Multimodal self-supervised learning for lesion localization. CoRR abs/2401.01524 (2024) - [i75]Weijian Huang, Cheng Li, Hong-Yu Zhou, Jiarun Liu, Hao Yang, Yong Liang, Shanshan Wang:
Enhancing the medical foundation model with multi-scale and cross-modality feature learning. CoRR abs/2401.01583 (2024) - [i74]Jiarun Liu, Hong-Yu Zhou, Cheng Li, Weijian Huang, Hao Yang, Yong Liang, Shanshan Wang:
MLIP: Medical Language-Image Pre-training with Masked Local Representation Learning. CoRR abs/2401.01591 (2024) - [i73]Hao Yang, Hong-Yu Zhou, Cheng Li, Weijian Huang, Jiarun Liu, Shanshan Wang:
Generalizable vision-language pre-training for annotation-free pathology localization. CoRR abs/2401.02044 (2024) - [i72]Chenyu Lian, Hong-Yu Zhou, Yizhou Yu, Liansheng Wang:
Less Could Be Better: Parameter-efficient Fine-tuning Advances Medical Vision Foundation Models. CoRR abs/2401.12215 (2024) - [i71]Jiarun Liu, Hao Yang, Hong-Yu Zhou, Yan Xi, Lequan Yu, Yizhou Yu, Yong Liang, Guangming Shi, Shaoting Zhang, Hairong Zheng, Shanshan Wang:
Swin-UMamba: Mamba-based UNet with ImageNet-based pretraining. CoRR abs/2402.03302 (2024) - [i70]Meng Lou, Hanning Ying, Xiaoqing Liu, Hong-Yu Zhou, Yuqing Zhang, Yizhou Yu:
SDR-Former: A Siamese Dual-Resolution Transformer for Liver Lesion Classification Using 3D Multi-Phase Imaging. CoRR abs/2402.17246 (2024) - [i69]Hongyu Zhou, Jiahao Shao, Lu Xu, Dongfeng Bai, Weichao Qiu, Bingbing Liu, Yue Wang, Andreas Geiger, Yiyi Liao:
HUGS: Holistic Urban 3D Scene Understanding via Gaussian Splatting. CoRR abs/2403.12722 (2024) - [i68]Guillaume Astruc, Nicolas Dufour, Ioannis Siglidis, Constantin Aronssohn, Nacim Bouia, Stephanie Fu, Romain Loiseau, Van Nguyen Nguyen, Charles Raude, Elliot Vincent, Lintao Xu, Hongyu Zhou, Loïc Landrieu:
OpenStreetView-5M: The Many Roads to Global Visual Geolocation. CoRR abs/2404.18873 (2024) - [i67]Hong-Yu Zhou, Subathra Adithan, Julián Nicolás Acosta, Eric J. Topol, Pranav Rajpurkar:
A Generalist Learner for Multifaceted Medical Image Interpretation. CoRR abs/2405.07988 (2024) - [i66]Fei Gao, Siwen Wang, Churan Wang, Fandong Zhang, Hong-Yu Zhou, Yizhou Wang, Gang Yu, Yizhou Yu:
Cross-Dimensional Medical Self-Supervised Representation Learning Based on a Pseudo-3D Transformation. CoRR abs/2406.00947 (2024) - [i65]Jiahao Shao, Yuanbo Yang, Hongyu Zhou, Youmin Zhang, Yujun Shen, Matteo Poggi, Yiyi Liao:
Learning Temporally Consistent Video Depth from Video Diffusion Priors. CoRR abs/2406.01493 (2024) - [i64]Oishi Banerjee, Hong-Yu Zhou, Subathra Adithan, Stephen Kwak, Kay Wu, Pranav Rajpurkar:
Direct Preference Optimization for Suppressing Hallucinated Prior Exams in Radiology Report Generation. CoRR abs/2406.06496 (2024) - [i63]Hao Mark Chen, Liam Castelli, Martin Ferianc, Hongyu Zhou, Shuanglong Liu, Wayne Luk, Hongxiang Fan:
Enhancing Dropout-based Bayesian Neural Networks with Multi-Exit on FPGA. CoRR abs/2406.14593 (2024) - [i62]Hongyu Zhou, Vasileios Tzoumas:
Simultaneous System Identification and Model Predictive Control with No Dynamic Regret. CoRR abs/2407.04143 (2024) - [i61]Jiaxin Wu, Yizhou Yu, Hong-Yu Zhou:
Uncertainty Estimation of Large Language Models in Medical Question Answering. CoRR abs/2407.08662 (2024) - [i60]Yunfei Xie, Ce Zhou, Lang Gao, Juncheng Wu, Xianhang Li, Hong-Yu Zhou, Sheng Liu, Lei Xing, James Zou, Cihang Xie, Yuyin Zhou:
MedTrinity-25M: A Large-scale Multimodal Dataset with Multigranular Annotations for Medicine. CoRR abs/2408.02900 (2024) - [i59]Xiaoman Zhang, Julián Nicolás Acosta, Hong-Yu Zhou, Pranav Rajpurkar:
Uncovering Knowledge Gaps in Radiology Report Generation Models through Knowledge Graphs. CoRR abs/2408.14397 (2024) - 2023
- [j56]Xing Wang, Hanwen Kang, Hongyu Zhou, Wesley Au, Michael Yu Wang, Chao Chen:
Development and evaluation of a robust soft robotic gripper for apple harvesting. Comput. Electron. Agric. 204: 107552 (2023) - [j55]Shu Zhang, Zihao Li, Hong-Yu Zhou, Jiechao Ma, Yizhou Yu:
Advancing 3D medical image analysis with variable dimension transform based supervised 3D pre-training. Neurocomputing 529: 11-22 (2023) - [j54]Hongyu Zhou, Raf Guns, Tim C. E. Engels:
Towards indicating interdisciplinarity: Characterizing interdisciplinary knowledge flow. J. Assoc. Inf. Sci. Technol. 74(11): 1325-1340 (2023) - [j53]Hongyu Zhou, Ke Dong, Yikun Xia:
Knowledge inheritance in disciplines: Quantifying the successive and distant reuse of references. J. Assoc. Inf. Sci. Technol. 74(13): 1515-1531 (2023) - [j52]Hongyu Zhou, Yang Liu, Jing Wang:
K-space dispersion error compensators for the fractional spatial derivatives based constant-Q viscoelastic wave equation modeling. J. Comput. Phys. 487: 112161 (2023) - [j51]Chaoqi Chen, Jiongcheng Li, Hong-Yu Zhou, Xiaoguang Han, Yue Huang, Xinghao Ding, Yizhou Yu:
Relation Matters: Foreground-Aware Graph-Based Relational Reasoning for Domain Adaptive Object Detection. IEEE Trans. Pattern Anal. Mach. Intell. 45(3): 3677-3694 (2023) - [j50]Hong-Yu Zhou, Chixiang Lu, Chaoqi Chen, Sibei Yang, Yizhou Yu:
A Unified Visual Information Preservation Framework for Self-supervised Pre-Training in Medical Image Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 45(7): 8020-8035 (2023) - [j49]Zirui Xu, Hongyu Zhou, Vasileios Tzoumas:
Online Submodular Coordination With Bounded Tracking Regret: Theory, Algorithm, and Applications to Multi-Robot Coordination. IEEE Robotics Autom. Lett. 8(4): 2261-2268 (2023) - [j48]Hongyu Zhou, Yichen Song, Vasileios Tzoumas:
Safe Non-Stochastic Control of Control-Affine Systems: An Online Convex Optimization Approach. IEEE Robotics Autom. Lett. 8(12): 7873-7880 (2023) - [j47]Minglun Zhang, Hongyu Zhou:
Real-Time Underwater Wireless Optical Communication System Based on LEDs and Estimation of Maximum Communication Distance. Sensors 23(17): 7649 (2023) - [j46]Hongyu Zhou, Rui Guo, Maokun Li, Fan Yang, Shenheng Xu, Maoshan Chen, Yongtao Wang, Deqiang Tao, Zuzhi Hu, Xianwen Cui, Qinian Wang, Jiangbo Zhu, Suhe Huang:
An Intelligent MT Data Inversion Method With Seismic Attribute Enhancement. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [j45]Hong-Yu Zhou, Jiansen Guo, Yinghao Zhang, Xiaoguang Han, Lequan Yu, Liansheng Wang, Yizhou Yu:
nnFormer: Volumetric Medical Image Segmentation via a 3D Transformer. IEEE Trans. Image Process. 32: 4036-4045 (2023) - [c51]Hongyu Zhou, Vasileios Tzoumas:
Safe Non-Stochastic Control of Linear Dynamical Systems. CDC 2023: 5033-5038 - [c50]Hongyu Zhou, Zirui Xu, Vasileios Tzoumas:
Efficient Online Learning with Memory via Frank-Wolfe Optimization: Algorithms with Bounded Dynamic Regret and Applications to Control. CDC 2023: 8266-8273 - [c49]Hongyu Zhou, Vasileios Tzoumas:
Safe Control of Partially-Observed Linear Time-Varying Systems with Minimal Worst-Case Dynamic Regret. CDC 2023: 8781-8787 - [c48]Hongyu Zhou, Xin Zhou, Lingzi Zhang, Zhiqi Shen:
Enhancing Dyadic Relations with Homogeneous Graphs for Multimodal Recommendation. ECAI 2023: 3123-3130 - [c47]Hongyu Zhou, Zheng Ge, Zeming Li, Xiangyu Zhang:
MatrixVT: Efficient Multi-Camera to BEV Transformation for 3D Perception. ICCV 2023: 8514-8523 - [c46]Chaoqi Chen, Luyao Tang, Leitian Tao, Hong-Yu Zhou, Yue Huang, Xiaoguang Han, Yizhou Yu:
Activate and Reject: Towards Safe Domain Generalization under Category Shift. ICCV 2023: 11518-11529 - [c45]Hong-Yu Zhou, Yunxiang Fu, Zhicheng Zhang, Cheng Bian, Yizhou Yu:
Protein Representation Learning via Knowledge Enhanced Primary Structure Reasoning. ICLR 2023 - [c44]Hong-Yu Zhou, Chenyu Lian, Liansheng Wang, Yizhou Yu:
Advancing Radiograph Representation Learning with Masked Record Modeling. ICLR 2023 - [c43]Ge Zheng, Bin Yang, Jiajin Tang, Hong-Yu Zhou, Sibei Yang:
DDCoT: Duty-Distinct Chain-of-Thought Prompting for Multimodal Reasoning in Language Models. NeurIPS 2023 - [c42]Hongyu Zhou, Chengjie Sun, Lei Lin, Lili Shan:
ERNIE-AT-CEL: A Chinese Few-Shot Emerging Entity Linking Model Based on ERNIE and Adversarial Training. NLPCC (3) 2023: 48-56 - [c41]Xin Zhou, Hongyu Zhou, Yong Liu, Zhiwei Zeng, Chunyan Miao, Pengwei Wang, Yuan You, Feijun Jiang:
Bootstrap Latent Representations for Multi-modal Recommendation. WWW 2023: 845-854 - [i58]Hongyu Zhou, Zirui Xu, Vasileios Tzoumas:
Efficient Online Learning with Memory via Frank-Wolfe Optimization: Algorithms with Bounded Dynamic Regret and Applications to Control. CoRR abs/2301.00497 (2023) - [i57]Hong-Yu Zhou, Chixiang Lu, Chaoqi Chen, Sibei Yang, Yizhou Yu:
PCRLv2: A Unified Visual Information Preservation Framework for Self-supervised Pre-training in Medical Image Analysis. CoRR abs/2301.00772 (2023) - [i56]Hong-Yu Zhou, Chixiang Lu, Liansheng Wang, Yizhou Yu:
GraVIS: Grouping Augmented Views from Independent Sources for Dermatology Analysis. CoRR abs/2301.04410 (2023) - [i55]Hongyu Zhou, Xin Zhou, Zhiqi Shen:
Enhancing Dyadic Relations with Homogeneous Graphs for Multimodal Recommendation. CoRR abs/2301.12097 (2023) - [i54]Hong-Yu Zhou, Yunxiang Fu, Zhicheng Zhang, Cheng Bian, Yizhou Yu:
Protein Representation Learning via Knowledge Enhanced Primary Structure Modeling. CoRR abs/2301.13154 (2023) - [i53]Hong-Yu Zhou, Chenyu Lian, Liansheng Wang, Yizhou Yu:
Advancing Radiograph Representation Learning with Masked Record Modeling. CoRR abs/2301.13155 (2023) - [i52]Hongyu Zhou, Xin Zhou, Zhiwei Zeng, Lingzi Zhang, Zhiqi Shen:
A Comprehensive Survey on Multimodal Recommender Systems: Taxonomy, Evaluation, and Future Directions. CoRR abs/2302.04473 (2023) - [i51]Chunrui Han, Jianjian Sun, Zheng Ge, Jinrong Yang, Runpei Dong, Hongyu Zhou, Weixin Mao, Yuang Peng, Xiangyu Zhang:
Exploring Recurrent Long-term Temporal Fusion for Multi-view 3D Perception. CoRR abs/2303.05970 (2023) - [i50]Hong-Yu Zhou, Yizhou Yu, Chengdi Wang, Shu Zhang, Yuanxu Gao, Jia Pan, Jun Shao, Guangming Lu, Kang Zhang, Weimin Li:
A Transformer-based representation-learning model with unified processing of multimodal input for clinical diagnostics. CoRR abs/2306.00864 (2023) - [i49]Weixin Mao, Jinrong Yang, Zheng Ge, Lin Song, Hongyu Zhou, Tiezheng Mao, Zeming Li, Osamu Yoshie:
GMM: Delving into Gradient Aware and Model Perceive Depth Mining for Monocular 3D Detection. CoRR abs/2306.17450 (2023) - [i48]Liang Zhao, En Yu, Zheng Ge, Jinrong Yang, Haoran Wei, Hongyu Zhou, Jianjian Sun, Yuang Peng, Runpei Dong, Chunrui Han, Xiangyu Zhang:
ChatSpot: Bootstrapping Multimodal LLMs via Precise Referring Instruction Tuning. CoRR abs/2307.09474 (2023) - [i47]Hongyu Zhou, Vasileios Tzoumas:
Safe Non-Stochastic Control of Linear Dynamical Systems. CoRR abs/2308.12395 (2023) - [i46]Runpei Dong, Chunrui Han, Yuang Peng, Zekun Qi, Zheng Ge, Jinrong Yang, Liang Zhao, Jianjian Sun, Hongyu Zhou, Haoran Wei, Xiangwen Kong, Xiangyu Zhang, Kaisheng Ma, Li Yi:
DreamLLM: Synergistic Multimodal Comprehension and Creation. CoRR abs/2309.11499 (2023) - [i45]Hongyu Zhou, Yichen Song, Vasileios Tzoumas:
Safe Non-Stochastic Control of Control-Affine Systems: An Online Convex Optimization Approach. CoRR abs/2309.16817 (2023) - [i44]Chaoqi Chen, Luyao Tang, Leitian Tao, Hong-Yu Zhou, Yue Huang, Xiaoguang Han, Yizhou Yu:
Activate and Reject: Towards Safe Domain Generalization under Category Shift. CoRR abs/2310.04724 (2023) - [i43]Ge Zheng, Bin Yang, Jiajin Tang, Hong-Yu Zhou, Sibei Yang:
DDCoT: Duty-Distinct Chain-of-Thought Prompting for Multimodal Reasoning in Language Models. CoRR abs/2310.16436 (2023) - [i42]Meng Lou, Hongyu Zhou, Sibei Yang, Yizhou Yu:
TransXNet: Learning Both Global and Local Dynamics with a Dual Dynamic Token Mixer for Visual Recognition. CoRR abs/2310.19380 (2023) - [i41]Kennedy E. Ehimwenma, Junfeng Wang, Ze Zheng, Hongyu Zhou:
A symbolic-arithmetic for teaching double-black node removal in red-black trees. CoRR abs/2312.07566 (2023) - 2022
- [j44]Stanley T. Yu, Hong-Yu Zhou:
Position-Aware Anti-Aliasing Filters for 3D Medical Image Analysis. IEEE Access 10: 100151-100159 (2022) - [j43]Xing Wang, Hanwen Kang, Hongyu Zhou, Wesley Au, Chao Chen:
Geometry-aware fruit grasping estimation for robotic harvesting in apple orchards. Comput. Electron. Agric. 193: 106716 (2022) - [j42]Fang Peng, Hongyu Zhou, Xiaoming Zhao:
Development and application of PD spatial location system in distributing substation. Int. J. Comput. Appl. Technol. 69(3): 291-297 (2022) - [j41]Hongyu Zhou, Xinmin Hou:
Strongly Connected Orientation with Minimum Lexicographic Order of Indegrees. Int. J. Found. Comput. Sci. 33(2): 149-153 (2022) - [j40]Chi Zhang, Hong-Yu Zhou, Qiang Qiu, Zhichun Jian, Daoye Zhu, Chengqi Cheng, Liesong He, Guoping Liu, Xiang Wen, Runbo Hu:
Augmented Multi-Component Recurrent Graph Convolutional Network for Traffic Flow Forecasting. ISPRS Int. J. Geo Inf. 11(2): 88 (2022) - [j39]Hongyu Zhou, Raf Guns, Tim C. E. Engels:
Are social sciences becoming more interdisciplinary? Evidence from publications 1960-2014. J. Assoc. Inf. Sci. Technol. 73(9): 1201-1221 (2022) - [j38]Fangyun Bai, Kin Ming Puk, Jin Liu, Hongyu Zhou, Peng Tao, Wenyong Zhou, Shouyi Wang:
Sparse group selection and analysis of function-related residue for protein-state recognition. J. Comput. Chem. 43(20): 1342-1354 (2022) - [j37]Hongyu Zhou, Yang Liu, Jing Wang:
Time-space domain scalar wave modeling by a novel hybrid staggered-grid finite-difference method with high temporal and spatial accuracies. J. Comput. Phys. 455: 111004 (2022) - [j36]Xiaoyu Chen, Hong-Yu Zhou, Feng Liu, Jiansen Guo, Liansheng Wang, Yizhou Yu:
MASS: Modality-collaborative semi-supervised segmentation by exploiting cross-modal consistency from unpaired CT and MRI images. Medical Image Anal. 80: 102506 (2022) - [j35]Hong-Yu Zhou, Xiaoyu Chen, Yinghao Zhang, Ruibang Luo, Liansheng Wang, Yizhou Yu:
Generalized radiograph representation learning via cross-supervision between images and free-text radiology reports. Nat. Mach. Intell. 4(1): 32-40 (2022) - [j34]Chengdi Wang, Jiechao Ma, Shu Zhang, Jun Shao, Yanyan Wang, Hong-Yu Zhou, Lujia Song, Jie Zheng, Yizhou Yu, Weimin Li:
Development and validation of an abnormality-derived deep-learning diagnostic system for major respiratory diseases. npj Digit. Medicine 5 (2022) - [j33]Hongyu Zhou, Jinhui Xiao, Hanwen Kang, Xing Wang, Wesley Au, Chao Chen:
Learning-Based Slip Detection for Robotic Fruit Grasping and Manipulation under Leaf Interference. Sensors 22(15): 5483 (2022) - [j32]Hongyu Zhou, Zhengru Ren, Mathias Marley, Roger Skjetne:
A Guidance and Maneuvering Control System Design With Anti-Collision Using Stream Functions With Vortex Flows for Autonomous Marine Vessels. IEEE Trans. Control. Syst. Technol. 30(6): 2630-2645 (2022) - [j31]Hongyu Zhou, Yang Liu, Jing Wang:
Elastic Wave Modeling With High-Order Temporal and Spatial Accuracies by a Selectively Modified and Linearly Optimized Staggered-Grid Finite-Difference Scheme. IEEE Trans. Geosci. Remote. Sens. 60: 1-22 (2022) - [j30]Hong-Yu Zhou, Chixiang Lu, Liansheng Wang, Yizhou Yu:
GraVIS: Grouping Augmented Views From Independent Sources for Dermatology Analysis. IEEE Trans. Medical Imaging 41(12): 3498-3508 (2022) - [j29]Xiaochen Li, Maximilian Apodaca, Arunav Gupta, Zihao Kong, Hongyi Pan, Hongyu Zhou, Mary P. Thomas, Martin Kandes, Zhaoyi Li, Mahidhar Tatineni, Lewis Carroll:
Critique of "MemXCT: Memory-Centric X-Ray CT Reconstruction With Massive Parallelization" by SCC Team From University of California San Diego. IEEE Trans. Parallel Distributed Syst. 33(9): 2043-2046 (2022) - [c40]Yangji He, Weihan Liang, Dongyang Zhao, Hong-Yu Zhou, Weifeng Ge, Yizhou Yu, Wenqiang Zhang:
Attribute Surrogates Learning and Spectral Tokens Pooling in Transformers for Few-shot Learning. CVPR 2022: 9109-9119 - [c39]Hongyu Zhou, Zheng Ge, Songtao Liu, Weixin Mao, Zeming Li, Haiyan Yu, Jian Sun:
Dense Teacher: Dense Pseudo-Labels for Semi-supervised Object Detection. ECCV (9) 2022: 35-50 - [c38]Rui Zhou, Hongyu Zhou, Huidong Gao, Masayoshi Tomizuka, Jiachen Li, Zhuo Xu:
Grouptron: Dynamic Multi-Scale Graph Convolutional Networks for Group-Aware Dense Crowd Trajectory Forecasting. ICRA 2022: 805-811 - [c37]Zhixiong Yang, Junwen Pan, Yanzhan Yang, Xiaozhou Shi, Hong-Yu Zhou, Zhicheng Zhang, Cheng Bian:
ProCo: Prototype-Aware Contrastive Learning for Long-Tailed Medical Image Classification. MICCAI (8) 2022: 173-182 - [c36]Yi Ren, Min Zhang, Hongyu Zhou, Ji Liu:
Skeletonization Based on K-Nearest-Neighbors on Binary Image. MMM (2) 2022: 243-254 - [i40]Shu Zhang, Zihao Li, Hong-Yu Zhou, Jiechao Ma, Yizhou Yu:
Advancing 3D Medical Image Analysis with Variable Dimension Transform based Supervised 3D Pre-training. CoRR abs/2201.01426 (2022) - [i39]Yangji He, Weihan Liang, Dongyang Zhao, Hong-Yu Zhou, Weifeng Ge, Yizhou Yu, Wenqiang Zhang:
Attribute Surrogates Learning and Spectral Tokens Pooling in Transformers for Few-shot Learning. CoRR abs/2203.09064 (2022) - [i38]Chaoqi Chen, Jiongcheng Li, Hong-Yu Zhou, Xiaoguang Han, Yue Huang, Xinghao Ding, Yizhou Yu:
Relation Matters: Foreground-aware Graph-based Relational Reasoning for Domain Adaptive Object Detection. CoRR abs/2206.02355 (2022) - [i37]Hongyu Zhou, Zheng Ge, Songtao Liu, Weixin Mao, Zeming Li, Haiyan Yu, Jian Sun:
Dense Teacher: Dense Pseudo-Labels for Semi-supervised Object Detection. CoRR abs/2207.02541 (2022) - [i36]Xin Zhou, Hongyu Zhou, Yong Liu, Zhiwei Zeng, Chunyan Miao, Pengwei Wang, Yuan You, Feijun Jiang:
Bootstrap Latent Representations for Multi-modal Recommendation. CoRR abs/2207.05969 (2022) - [i35]Hongyu Zhou, Raf Guns, Tim C. E. Engels:
Indicating interdisciplinarity: A multidimensional framework to characterize Interdisciplinary Knowledge Flow (IKF). CoRR abs/2207.10722 (2022) - [i34]Hongyu Zhou, Vasileios Tzoumas:
Safe Perception-Based Control with Minimal Worst-Case Dynamic Regret. CoRR abs/2208.08929 (2022) - [i33]Hongyu Zhou, Zheng Ge, Weixin Mao, Zeming Li:
PersDet: Monocular 3D Detection in Perspective Bird's-Eye-View. CoRR abs/2208.09394 (2022) - [i32]Zhixiong Yang, Junwen Pan, Yanzhan Yang, Xiaozhou Shi, Hong-Yu Zhou, Zhicheng Zhang, Cheng Bian:
ProCo: Prototype-aware Contrastive Learning for Long-tailed Medical Image Classification. CoRR abs/2209.00183 (2022) - [i31]Zirui Xu, Hongyu Zhou, Vasileios Tzoumas:
Online Submodular Coordination with Bounded Tracking Regret: Theory, Algorithm, and Applications to Multi-Robot Coordination. CoRR abs/2209.12429 (2022) - [i30]Chaoqi Chen, Yushuang Wu, Qiyuan Dai, Hong-Yu Zhou, Mutian Xu, Sibei Yang, Xiaoguang Han, Yizhou Yu:
A Survey on Graph Neural Networks and Graph Transformers in Computer Vision: A Task-Oriented Perspective. CoRR abs/2209.13232 (2022) - [i29]Jiansen Guo, Hong-Yu Zhou, Liansheng Wang, Yizhou Yu:
UNet-2022: Exploring Dynamics in Non-isomorphic Architecture. CoRR abs/2210.15566 (2022) - [i28]Hongyu Zhou, Zheng Ge, Zeming Li, Xiangyu Zhang:
MatrixVT: Efficient Multi-Camera to BEV Transformation for 3D Perception. CoRR abs/2211.10593 (2022) - 2021
- [j28]