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ORCIDHaoyu Ma
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2020 – today
- 2024
[b1]Haoyu Ma:
Towards Efficient Deep Learning for Human-Centric Visual Understanding and Generation. University of California, Irvine, USA, 2024- [j19]Haoyu Ma, Bin-qing Shen, Ji-yun Zhang, Tao Zhang, Wu Cai, Yan-fen Fan, Xi-ming Wang, Yi-xing Yu, Chunhong Hu:
Gd-EOB-DTPA enhanced MRI nomogram model to differentiate hepatocellular carcinoma and focal nodular hyperplasia both showing iso- or hyperintensity in the hepatobiliary phase. BMC Medical Imaging 24(1): 211 (2024) - [j18]Shanlin Sun
, Kun Han, Chenyu You, Hao Tang, Deying Kong, Junayed Naushad, Xiangyi Yan, Haoyu Ma, Pooya Khosravi, James S. Duncan, Xiaohui Xie:
Medical image registration via neural fields. Medical Image Anal. 97: 103249 (2024) - [j17]Haoyu Ma, Xiangru Lin, Yizhou Yu:
I2F: A Unified Image-to-Feature Approach for Domain Adaptive Semantic Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 46(3): 1695-1710 (2024) - [j16]Juncheng Zhang, Qingmin Liao, Haoyu Ma, Jing-Hao Xue, Wenming Yang, Shaojun Liu:
Exploit the Best of Both End-to-End and Map-Based Methods for Multi-Focus Image Fusion. IEEE Trans. Multim. 26: 6411-6423 (2024) - [j15]Chengyu Xia, Huayan Guo, Haoyu Ma, Danny H. K. Tsang, Vincent K. N. Lau:
Multi-Resolution Model Compression for Deep Neural Networks: A Variational Bayesian Approach. IEEE Trans. Signal Process. 72: 1944-1959 (2024) - [c52]Haoyu Ma, Shahin Mahdizadehaghdam, Bichen Wu, Zhipeng Fan, Yuchao Gu, Wenliang Zhao, Lior Shapira, Xiaohui Xie:
MaskINT: Video Editing via Interpolative Non-autoregressive Masked Transformers. CVPR 2024: 7403-7412 - [c51]Yunhan Zhao, Haoyu Ma, Shu Kong, Charless C. Fowlkes:
Instance Tracking in 3D Scenes from Egocentric Videos. CVPR 2024: 21933-21944 - [c50]Zicheng Zhang, Haoyu Ma, Daoyuan Wu, Debin Gao, Xiao Yi, Yufan Chen, Yan Wu, Lingxiao Jiang:
MtdScout: Complementing the Identification of Insecure Methods in Android Apps via Source-to-Bytecode Signature Generation and Tree-based Layered Search. EuroS&P 2024: 724-740 - [c49]Chengyu Xia, Haoyu Ma, Huayan Guo, Danny H. K. Tsang, Vincent K. N. Lau:
Multi-resolution Neural Network Compression Based on Variational Bayesian Inference. ICC 2024: 1612-1617 - [c48]Haoyu Ma, Jialong Wu, Ningya Feng, Chenjun Xiao, Dong Li, Jianye Hao, Jianmin Wang, Mingsheng Long:
HarmonyDream: Task Harmonization Inside World Models. ICML 2024 - [c47]Yan Lin, Joshua Wong, Xiang Li, Haoyu Ma, Debin Gao:
Peep With A Mirror: Breaking The Integrity of Android App Sandboxing via Unprivileged Cache Side Channel. USENIX Security Symposium 2024 - [c46]Haoyu Ma, Tong Zhang, Shanlin Sun, Xiangyi Yan, Kun Han, Xiaohui Xie:
CVTHead: One-shot Controllable Head Avatar with Vertex-feature Transformer. WACV 2024: 6119-6129 - [c45]Kun Han, Shanlin Sun, Thanh-Tung Le, Xiangyi Yan, Haoyu Ma, Chenyu You, Xiaohui Xie:
Hybrid Neural Diffeomorphic Flow for Shape Representation and Generation via Triplane. WACV 2024: 7692-7702 - [c44]Xiangyi Yan, Shanlin Sun, Kun Han, Thanh-Tung Le, Haoyu Ma, Chenyu You, Xiaohui Xie:
AFTer-SAM: Adapting SAM with Axial Fusion Transformer for Medical Imaging Segmentation. WACV 2024: 7960-7969 - [i35]Zecheng He, Bo Sun, Felix Juefei-Xu, Haoyu Ma, Ankit Ramchandani, Vincent Cheung, Siddharth Shah, Anmol Kalia, Harihar Subramanyam, Alireza Zareian, Li Chen, Ankit Jain, Ning Zhang, Peizhao Zhang, Roshan Sumbaly, Peter Vajda, Animesh Sinha:
Imagine yourself: Tuning-Free Personalized Image Generation. CoRR abs/2409.13346 (2024) - [i34]Adam Polyak, Amit Zohar, Andrew Brown, Andros Tjandra, Animesh Sinha, Ann Lee, Apoorv Vyas, Bowen Shi, Chih-Yao Ma, Ching-Yao Chuang, David Yan, Dhruv Choudhary, Dingkang Wang, Geet Sethi, Guan Pang, Haoyu Ma, Ishan Misra, Ji Hou, Jialiang Wang, Kiran Jagadeesh, Kunpeng Li, Luxin Zhang, Mannat Singh, Mary Williamson, Matt Le, Matthew Yu, Mitesh Kumar Singh, Peizhao Zhang, Peter Vajda, Quentin Duval, Rohit Girdhar, Roshan Sumbaly, Sai Saketh Rambhatla, Sam S. Tsai, Samaneh Azadi, Samyak Datta, Sanyuan Chen, Sean Bell, Sharadh Ramaswamy, Shelly Sheynin, Siddharth Bhattacharya, Simran Motwani, Tao Xu, Tianhe Li, Tingbo Hou, Wei-Ning Hsu, Xi Yin, Xiaoliang Dai, Yaniv Taigman, Yaqiao Luo, Yen-Cheng Liu, Yi-Chiao Wu, Yue Zhao, Yuval Kirstain, Zecheng He, Zijian He, Albert Pumarola, Ali K. Thabet, Artsiom Sanakoyeu, Arun Mallya, Baishan Guo, Boris Araya, Breena Kerr, Carleigh Wood, Ce Liu, Cen Peng, Dmitry Vengertsev, Edgar Schönfeld, Elliot Blanchard, Felix Juefei-Xu, Fraylie Nord, Jeff Liang, John Hoffman, Jonas Kohler, Kaolin Fire, Karthik Sivakumar, Lawrence Chen, Licheng Yu, Luya Gao, Markos Georgopoulos, Rashel Moritz, Sara K. Sampson, Shikai Li, Simone Parmeggiani, Steve Fine, Tara Fowler, Vladan Petrovic, Yuming Du:
Movie Gen: A Cast of Media Foundation Models. CoRR abs/2410.13720 (2024) - [i33]Haoyu Ma, Yushu Chen, Wenlai Zhao, Jinzhe Yang, Yingsheng Ji, Xinghua Xu, Xiaozhu Liu, Hao Jing, Shengzhuo Liu, Guangwen Yang:
A Mamba Foundation Model for Time Series Forecasting. CoRR abs/2411.02941 (2024) - 2023
- [j14]Haoyu Ma, Ningning Lu, Junjun Mei, Tao Guan, Yu Zhang, Xin Geng:
Label distribution learning for scene text detection. Frontiers Comput. Sci. 17(6): 176339 (2023) - [j13]Haoyu Ma, Huayan Guo, Vincent K. N. Lau:
Communication-Efficient Federated Multitask Learning Over Wireless Networks. IEEE Internet Things J. 10(1): 609-624 (2023) - [c43]Zhenglun Kong, Haoyu Ma, Geng Yuan, Mengshu Sun, Yanyue Xie, Peiyan Dong, Xin Meng, Xuan Shen, Hao Tang, Minghai Qin, Tianlong Chen, Xiaolong Ma, Xiaohui Xie, Zhangyang Wang, Yanzhi Wang:
Peeling the Onion: Hierarchical Reduction of Data Redundancy for Efficient Vision Transformer Training. AAAI 2023: 8360-8368 - [c42]Ziyi Lin, Jinku Li, Bowen Li, Haoyu Ma, Debin Gao, Jianfeng Ma:
TypeSqueezer: When Static Recovery of Function Signatures for Binary Executables Meets Dynamic Analysis. CCS 2023: 2725-2739 - [c41]Xiaopeng Sun, Weiqi Li, Zhenyu Zhang, Qiufang Ma, Xuhan Sheng, Ming Cheng, Haoyu Ma, Shijie Zhao, Jian Zhang, Junlin Li, Li Zhang:
OPDN: Omnidirectional Position-aware Deformable Network for Omnidirectional Image Super-Resolution. CVPR Workshops 2023: 1293-1301 - [c40]Longguang Wang, Yulan Guo, Yingqian Wang, Juncheng Li, Shuhang Gu, Radu Timofte, Ming Cheng, Haoyu Ma, Qiufang Ma, Xiaopeng Sun, Shijie Zhao, Xuhan Sheng, Yukang Ding, Ming Sun, Xing Wen, Dafeng Zhang, Jia Li, Fan Wang, Zheng Xie, Zongyao He, Zidian Qiu, Zilin Pan, Zhihao Zhan, Xingyuan Xian, Zhi Jin, Yuanbo Zhou, Wei Deng, Ruofeng Nie, Jiajun Zhang, Qinquan Gao, Tong Tong, Kexin Zhang, Junpei Zhang, Rui Peng, Yanbiao Ma, Licheng Jiao, Haoran Bai, Lingshun Kong, Jinshan Pan, Jiangxin Dong, Jinhui Tang, Pu Cao, Tianrui Huang, Lu Yang, Qing Song, Bingxin Chen, Chunhua He, Meiyun Chen, Zijie Guo, Shaojuan Luo, Chengzhi Cao, Kunyu Wang, Fanrui Zhang, Qiang Zhang, Nancy Mehta, Subrahmanyam Murala, Akshay Dudhane, Yujin Wang, Lingen Li, Garas Gendy, Nabil Sabor, Jingchao Hou, Guanghui He, Junyang Chen, Hao Li, Yukai Shi, Zhijing Yang, Wenbin Zou, Yunchen Zhang, Mingchao Jiang, Zhongxin Yu, Ming Tan, Hongxia Gao, Ziwei Luo, Fredrik K. Gustafsson, Zheng Zhao, Jens Sjölund, Thomas B. Schön, Jingxiang Chen, Bo Yang, XiSheryl Zhang, Chenghua Li, Weijun Yuan, Zhan Li, Ruting Deng, Jintao Zeng, Pulkit Mahajan, Sahaj Mistry, Shreyas Chatterjee, Vinit Jakhetiya, Badri N. Subudhi, Sunil Prasad Jaiswal, Zhao Zhang, Huan Zheng, Suiyi Zhao, Yangcheng Gao, Yanyan Wei, Bo Wang, Gen Li, Aijin Li, Lei Sun, Ke Chen, Congling Tang, Yunzhe Li, Jun Chen, Yuan-Chun Chiang, Yi-Chung Chen, Zhi-Kai Huang, Hao-Hsiang Yang, I-Hsiang Chen, Sy-Yen Kuo, Yiheng Wang, Gang Zhu, Xingyi Yang, Songhua Liu, Yongcheng Jing, Xingyu Hu, Jianwen Song, Changming Sun, Arcot Sowmya, Seung Ho Park, Xiaoyan Lei, Jingchao Wang, Chenbo Zhai, Yufei Zhang, Weifeng Cao, Wenlong Zhang:
NTIRE 2023 Challenge on Stereo Image Super-Resolution: Methods and Results. CVPR Workshops 2023: 1346-1372 - [c39]Ming Cheng, Haoyu Ma, Qiufang Ma, Xiaopeng Sun, Weiqi Li, Zhenyu Zhang, Xuhan Sheng, Shijie Zhao, Junlin Li, Li Zhang:
Hybrid Transformer and CNN Attention Network for Stereo Image Super-resolution. CVPR Workshops 2023: 1702-1711 - [c38]Mingdeng Cao, Chong Mou, Fanghua Yu, Xintao Wang, Yinqiang Zheng, Jian Zhang, Chao Dong, Gen Li, Ying Shan, Radu Timofte, Xiaopeng Sun, Weiqi Li, Zhenyu Zhang, Xuhan Sheng, Bin Chen, Haoyu Ma, Ming Cheng, Shijie Zhao, Wanwan Cui, Tianyu Xu, Chunyang Li, Long Bao, Heng Sun, Huaibo Huang, Xiaoqiang Zhou, Yuang Ai, Ran He, Renlong Wu, Yi Yang, Zhilu Zhang, Shuohao Zhang, Junyi Li, Yunjin Chen, Dongwei Ren, Wangmeng Zuo, Qian Wang, Hao-Hsiang Yang, Yi-Chung Chen, Zhi-Kai Huang, Wei-Ting Chen, Yuan-Chun Chiang, Hua-En Chang, I-Hsiang Chen, Chia-Hsuan Hsieh, Sy-Yen Kuo, Zebin Zhang, Jiaqi Zhang, Yuhui Wang, Shuhao Cui, Junshi Huang, Li Zhu, Shuman Tian, Wei Yu, Bingchun Luo:
NTIRE 2023 Challenge on 360° Omnidirectional Image and Video Super-Resolution: Datasets, Methods and Results. CVPR Workshops 2023: 1731-1745 - [c37]Xiangyi Yan, Junayed Naushad, Chenyu You, Hao Tang, Shanlin Sun, Kun Han, Haoyu Ma, James S. Duncan, Xiaohui Xie:
Localized Region Contrast for Enhancing Self-supervised Learning in Medical Image Segmentation. MICCAI (2) 2023: 468-478 - [c36]Jialong Wu, Haoyu Ma, Chaoyi Deng, Mingsheng Long:
Pre-training Contextualized World Models with In-the-wild Videos for Reinforcement Learning. NeurIPS 2023 - [c35]Jincheng Zhong, Haoyu Ma, Ximei Wang, Zhi Kou, Mingsheng Long:
Bi-tuning: Efficient Transfer from Pre-trained Models. ECML/PKDD (5) 2023: 357-373 - [c34]Kun Han, Shanlin Sun, Xiangyi Yan, Chenyu You, Hao Tang, Junayed Naushad, Haoyu Ma, Deying Kong, Xiaohui Xie:
Diffeomorphic Image Registration with Neural Velocity Field. WACV 2023: 1869-1879 - [c33]Xiangyi Yan, Junayed Naushad, Shanlin Sun, Kun Han, Hao Tang, Deying Kong, Haoyu Ma, Chenyu You, Xiaohui Xie:
Representation Recovering for Self-Supervised Pre-training on Medical Images. WACV 2023: 2684-2694 - [i32]Haoyu Ma, Xiangru Lin, Yizhou Yu:
I2F: A Unified Image-to-Feature Approach for Domain Adaptive Semantic Segmentation. CoRR abs/2301.01149 (2023) - [i31]Xiangyi Yan, Junayed Naushad, Chenyu You, Hao Tang, Shanlin Sun, Kun Han, Haoyu Ma, James Duncan, Xiaohui Xie:
Localized Region Contrast for Enhancing Self-Supervised Learning in Medical Image Segmentation. CoRR abs/2304.03406 (2023) - [i30]Xiaopeng Sun, Weiqi Li, Zhenyu Zhang, Qiufang Ma, Xuhan Sheng, Ming Cheng, Haoyu Ma, Shijie Zhao, Jian Zhang, Junlin Li, Li Zhang:
OPDN: Omnidirectional Position-aware Deformable Network for Omnidirectional Image Super-Resolution. CoRR abs/2304.13471 (2023) - [i29]Ming Cheng, Haoyu Ma, Qiufang Ma, Xiaopeng Sun, Weiqi Li, Zhenyu Zhang, Xuhan Sheng, Shijie Zhao, Junlin Li, Li Zhang:
Hybrid Transformer and CNN Attention Network for Stereo Image Super-resolution. CoRR abs/2305.05177 (2023) - [i28]Jialong Wu, Haoyu Ma, Chaoyi Deng, Mingsheng Long:
Pre-training Contextualized World Models with In-the-wild Videos for Reinforcement Learning. CoRR abs/2305.18499 (2023) - [i27]Shanlin Sun, Thanh-Tung Le, Chenyu You, Hao Tang, Kun Han, Haoyu Ma, Deying Kong, Xiangyi Yan, Xiaohui Xie:
Hybrid-CSR: Coupling Explicit and Implicit Shape Representation for Cortical Surface Reconstruction. CoRR abs/2307.12299 (2023) - [i26]Yifeng Xiong, Haoyu Ma, Shanlin Sun, Kun Han, Xiaohui Xie:
Light Field Diffusion for Single-View Novel View Synthesis. CoRR abs/2309.11525 (2023) - [i25]Haoyu Ma, Jialong Wu, Ningya Feng, Jianmin Wang, Mingsheng Long:
Harmony World Models: Boosting Sample Efficiency for Model-based Reinforcement Learning. CoRR abs/2310.00344 (2023) - [i24]Haoyu Ma, Tong Zhang, Shanlin Sun, Xiangyi Yan, Kun Han, Xiaohui Xie:
CVTHead: One-shot Controllable Head Avatar with Vertex-feature Transformer. CoRR abs/2311.06443 (2023) - [i23]Yunhan Zhao, Haoyu Ma, Shu Kong, Charless C. Fowlkes:
Instance Tracking in 3D Scenes from Egocentric Videos. CoRR abs/2312.04117 (2023) - [i22]Haoyu Ma, Shahin Mahdizadehaghdam, Bichen Wu, Zhipeng Fan, Yuchao Gu, Wenliang Zhao, Lior Shapira, Xiaohui Xie:
MaskINT: Video Editing via Interpolative Non-autoregressive Masked Transformers. CoRR abs/2312.12468 (2023) - 2022
- [j12]Haoyu Ma, Jianwen Tian, Debin Gao, Chunfu Jia:
On the Effectiveness of Using Graphics Interrupt as a Side Channel for User Behavior Snooping. IEEE Trans. Dependable Secur. Comput. 19(5): 3257-3270 (2022) - [j11]Haoyu Ma, Shijia Li, Debin Gao, Chunfu Jia:
Secure Repackage-Proofing Framework for Android Apps Using Collatz Conjecture. IEEE Trans. Dependable Secur. Comput. 19(5): 3271-3285 (2022) - [j10]Haoyu Ma, Shijia Li, Debin Gao, Daoyuan Wu, Qiaowen Jia, Chunfu Jia:
Active Warden Attack: On the (In)Effectiveness of Android App Repackage-Proofing. IEEE Trans. Dependable Secur. Comput. 19(5): 3508-3520 (2022) - [j9]Haoyu Ma, Shaojun Liu, Qingmin Liao, Juncheng Zhang, Jing-Hao Xue:
Defocus Image Deblurring Network With Defocus Map Estimation as Auxiliary Task. IEEE Trans. Image Process. 31: 216-226 (2022) - [j8]Haoyu Ma, Bingchen Gong, Yizhou Yu:
Structure-aware Meta-fusion for Image Super-resolution. ACM Trans. Multim. Comput. Commun. Appl. 18(2): 60:1-60:25 (2022) - [c32]Ren Yang, Radu Timofte, Meisong Zheng, Qunliang Xing, Minglang Qiao, Mai Xu, Lai Jiang, Huaida Liu, Ying Chen, Youcheng Ben, Xiao Zhou, Chen Fu, Pei Cheng, Gang Yu, Junyi Li, Renlong Wu, Zhilu Zhang, Wei Shang, Zhengyao Lv, Yunjin Chen, Mingcai Zhou, Dongwei Ren, Kai Zhang, Wangmeng Zuo, Pavel Ostyakov, Dmitry Vyal, Shakarim Soltanayev, Chervontsev Sergey, Magauiya Zhussip, Xueyi Zou, Youliang Yan, Pablo Navarrete Michelini, Yunhua Lu, Diankai Zhang, Shaoli Liu, Si Gao, Biao Wu, Chengjian Zheng, Xiaofeng Zhang, Kaidi Lu, Ning Wang, Thuong Nguyen Canh, Thong Bach, Qing Wang, Xiaopeng Sun, Haoyu Ma, Shijie Zhao, Junlin Li, Liangbin Xie, Shuwei Shi, Yujiu Yang, Xintao Wang, Jinjin Gu, Chao Dong, Xiaodi Shi, Chunmei Nian, Dong Jiang, Jucai Lin, Zhihuai Xie, Mao Ye, Dengyan Luo, Liuhan Peng, Shengjie Chen, Xin Liu, Qian Wang, Boyang Liang, Hang Dong, Yuhao Huang, Kai Chen, Xingbei Guo, Yujing Sun, Huilei Wu, Pengxu Wei, Yulin Huang, Junying Chen, Ik Hyun Lee, Sunder Ali Khowaja, Jiseok Yoon:
NTIRE 2022 Challenge on Super-Resolution and Quality Enhancement of Compressed Video: Dataset, Methods and Results. CVPR Workshops 2022: 1220-1237 - [c31]Haoyu Ma, Handong Zhao, Zhe Lin, Ajinkya Kale, Zhangyang Wang, Tong Yu, Jiuxiang Gu, Sunav Choudhary, Xiaohui Xie:
EI-CLIP: Entity-aware Interventional Contrastive Learning for E-commerce Cross-modal Retrieval. CVPR 2022: 18030-18040 - [c30]Mengshu Sun, Zhengang Li, Alec Lu, Haoyu Ma, Geng Yuan, Yanyue Xie, Hao Tang, Yanyu Li, Miriam Leeser, Zhangyang Wang, Xue Lin, Zhenman Fang:
FPGA-aware automatic acceleration framework for vision transformer with mixed-scheme quantization: late breaking results. DAC 2022: 1394-1395 - [c29]Haoyu Ma, Zhe Wang, Yifei Chen, Deying Kong, Liangjian Chen, Xingwei Liu, Xiangyi Yan, Hao Tang, Xiaohui Xie:
PPT: Token-Pruned Pose Transformer for Monocular and Multi-view Human Pose Estimation. ECCV (5) 2022: 424-442 - [c28]Deying Kong, Linguang Zhang, Liangjian Chen, Haoyu Ma, Xiangyi Yan, Shanlin Sun, Xingwei Liu, Kun Han, Xiaohui Xie:
Identity-Aware Hand Mesh Estimation and Personalization from RGB Images. ECCV (5) 2022: 536-553 - [c27]Zhengang Li, Mengshu Sun, Alec Lu, Haoyu Ma, Geng Yuan, Yanyue Xie, Hao Tang, Yanyu Li, Miriam Leeser, Zhangyang Wang, Xue Lin, Zhenman Fang:
Auto-ViT-Acc: An FPGA-Aware Automatic Acceleration Framework for Vision Transformer with Mixed-Scheme Quantization. FPL 2022: 109-116 - [c26]Tianlong Chen, Zhenyu Zhang, Pengjun Wang, Santosh Balachandra, Haoyu Ma, Zehao Wang, Zhangyang Wang:
Sparsity Winning Twice: Better Robust Generalization from More Efficient Training. ICLR 2022 - [c25]Yi Liu, Juncheng Zhang, Qingmin Liao, Haoyu Ma, Shaojun Liu:
Feature Pyramid Boosting Network for Rendering Natural Bokeh. ICME 2022: 1-6 - [c24]Ajay Kumar Jaiswal, Haoyu Ma, Tianlong Chen, Ying Ding, Zhangyang Wang:
Training Your Sparse Neural Network Better with Any Mask. ICML 2022: 9833-9844 - [c23]Hang Chen, Guanxiong Ha, Yuchen Chen, Haoyu Ma, Chunfu Jia:
Secure Deduplication Against Frequency Analysis Attacks. MSN 2022: 339-346 - [c22]Qiaowen Jia, Guanxiong Ha, Hanwei Wang, Haoyu Ma, Hang Chen:
An enhanced MinHash encryption scheme for encrypted deduplication. TrustCom 2022: 565-573 - [c21]Xiangyi Yan, Hao Tang, Shanlin Sun, Haoyu Ma, Deying Kong, Xiaohui Xie:
AFTer-UNet: Axial Fusion Transformer UNet for Medical Image Segmentation. WACV 2022: 3270-3280 - [i21]Mengshu Sun, Haoyu Ma, Guoliang Kang, Yifan Jiang, Tianlong Chen, Xiaolong Ma, Zhangyang Wang, Yanzhi Wang:
VAQF: Fully Automatic Software-hardware Co-design Framework for Low-bit Vision Transformer. CoRR abs/2201.06618 (2022) - [i20]Tianlong Chen, Zhenyu Zhang, Pengjun Wang, Santosh Balachandra, Haoyu Ma, Zehao Wang, Zhangyang Wang:
Sparsity Winning Twice: Better Robust Generalization from More Efficient Training. CoRR abs/2202.09844 (2022) - [i19]Ren Yang, Radu Timofte, Meisong Zheng, Qunliang Xing, Minglang Qiao, Mai Xu, Lai Jiang, Huaida Liu, Ying Chen, Youcheng Ben, Xiao Zhou, Chen Fu, Pei Cheng, Gang Yu, Junyi Li, Renlong Wu, Zhilu Zhang, Wei Shang, Zhengyao Lv, Yunjin Chen, Mingcai Zhou, Dongwei Ren, Kai Zhang, Wangmeng Zuo, Pavel Ostyakov, Dmitry Vyal, Shakarim Soltanayev, Chervontsev Sergey, Magauiya Zhussip, Xueyi Zou, Youliang Yan, Pablo Navarrete Michelini, Yunhua Lu, Diankai Zhang, Shaoli Liu, Si Gao, Biao Wu, Chengjian Zheng, Xiaofeng Zhang, Kaidi Lu, Ning Wang, Thuong Nguyen Canh, Thong Bach, Qing Wang, Xiaopeng Sun, Haoyu Ma, Shijie Zhao, Junlin Li, Liangbin Xie, Shuwei Shi, Yujiu Yang, Xintao Wang, Jinjin Gu, Chao Dong, Xiaodi Shi, Chunmei Nian, Dong Jiang, Jucai Lin, Zhihuai Xie, Mao Ye, Dengyan Luo, Liuhan Peng, Shengjie Chen, Xin Liu, Qian Wang, Xin Liu, Boyang Liang, Hang Dong, Yuhao Huang, Kai Chen, Xingbei Guo, Yujing Sun, Huilei Wu, Pengxu Wei, Yulin Huang, Junying Chen, Ik Hyun Lee, Sunder Ali Khowaja, Jiseok Yoon:
NTIRE 2022 Challenge on Super-Resolution and Quality Enhancement of Compressed Video: Dataset, Methods and Results. CoRR abs/2204.09314 (2022) - [i18]Ajay Jaiswal, Haoyu Ma, Tianlong Chen, Ying Ding, Zhangyang Wang:
Training Your Sparse Neural Network Better with Any Mask. CoRR abs/2206.12755 (2022) - [i17]Zhengang Li, Mengshu Sun, Alec Lu, Haoyu Ma, Geng Yuan, Yanyue Xie, Hao Tang, Yanyu Li, Miriam Leeser, Zhangyang Wang, Xue Lin, Zhenman Fang:
Auto-ViT-Acc: An FPGA-Aware Automatic Acceleration Framework for Vision Transformer with Mixed-Scheme Quantization. CoRR abs/2208.05163 (2022) - [i16]Haoyu Ma, Zhe Wang, Yifei Chen, Deying Kong, Liangjian Chen, Xingwei Liu, Xiangyi Yan, Hao Tang, Xiaohui Xie:
PPT: token-Pruned Pose Transformer for monocular and multi-view human pose estimation. CoRR abs/2209.08194 (2022) - [i15]Deying Kong, Linguang Zhang, Liangjian Chen, Haoyu Ma, Xiangyi Yan, Shanlin Sun, Xingwei Liu, Kun Han, Xiaohui Xie:
Identity-Aware Hand Mesh Estimation and Personalization from RGB Images. CoRR abs/2209.10840 (2022) - [i14]Zhenglun Kong, Haoyu Ma, Geng Yuan, Mengshu Sun, Yanyue Xie, Peiyan Dong, Xin Meng, Xuan Shen, Hao Tang, Minghai Qin, Tianlong Chen, Xiaolong Ma, Xiaohui Xie, Zhangyang Wang, Yanzhi Wang:
Peeling the Onion: Hierarchical Reduction of Data Redundancy for Efficient Vision Transformer Training. CoRR abs/2211.10801 (2022) - 2021
- [j7]Huayan Guo, Yifan Zhu, Haoyu Ma, Vincent K. N. Lau, Kaibin Huang, Xiaofan Li, Huabin Nong, Mingyu Zhou:
Over-the-Air Aggregation for Federated Learning: Waveform Superposition and Prototype Validation. J. Commun. Inf. Networks 6(4): 429-442 (2021) - [j6]Haoyu Ma, Jianwen Tian, Kefan Qiu, David Lo, Debin Gao, Daoyuan Wu, Chunfu Jia, Thar Baker:
Deep-Learning-Based App Sensitive Behavior Surveillance for Android Powered Cyber-Physical Systems. IEEE Trans. Ind. Informatics 17(8): 5840-5850 (2021) - [c20]Haoyu Ma, Liangjian Chen, Deying Kong, Zhe Wang, Xingwei Liu, Hao Tang, Xiangyi Yan, Yusheng Xie, Shih-Yao Lin, Xiaohui Xie:
TransFusion: Cross-view Fusion with Transformer for 3D Human Pose Estimation. BMVC 2021: 336 - [c19]Chuanpu Zhang, Darong Huang, Haoyu Ma:
Reliability Distribution of Planetary Transmission Mechanism Based on Interval Analysis Theory. CAA SAFEPROCESS 2021: 1-5 - [c18]Haoyu Ma, Xiangru Lin, Zifeng Wu, Yizhou Yu:
Coarse-To-Fine Domain Adaptive Semantic Segmentation With Photometric Alignment and Category-Center Regularization. CVPR 2021: 4051-4060 - [c17]Rui Su, Wenjing Huang, Haoyu Ma, Xiaowei Song, Jinglu Hu:
SGE NET: Video Object Detection with Squeezed GRU and Information Entropy Map. ICIP 2021: 689-693 - [c16]Haoyu Ma, Tianlong Chen, Ting-Kuei Hu, Chenyu You, Xiaohui Xie, Zhangyang Wang:
Undistillable: Making A Nasty Teacher That CANNOT teach students. ICLR 2021 - [c15]Lei Chen, Zongqing Lu, Qingmin Liao, Haoyu Ma, Jing-Hao Xue:
Disparity Estimation with Scene Depth Cues. ICME 2021: 1-6 - [c14]Kuayue Zhang, Qingmin Liao, Juncheng Zhang, Shaojun Liu, Haoyu Ma, Jing-Hao Xue:
EFRNet: A Lightweight Network with Efficient Feature Fusion and Refinement for Real-Time Semantic Segmentation. ICME 2021: 1-6 - [c13]Yifei Chen, Haoyu Ma, Jiangyuan Wang, Jianbao Wu, Xian Wu, Xiaohui Xie:
PD-Net: Quantitative Motor Function Evaluation for Parkinson's Disease via Automated Hand Gesture Analysis. KDD 2021: 2683-2691 - [i13]Haoyu Ma, Tianlong Chen, Ting-Kuei Hu, Chenyu You, Xiaohui Xie, Zhangyang Wang:
Good Students Play Big Lottery Better. CoRR abs/2101.03255 (2021) - [i12]Haoyu Ma, Xiangru Lin, Zifeng Wu, Yizhou Yu:
Coarse-to-Fine Domain Adaptive Semantic Segmentation with Photometric Alignment and Category-Center Regularization. CoRR abs/2103.13041 (2021) - [i11]Haoyu Ma, Tianlong Chen, Ting-Kuei Hu, Chenyu You, Xiaohui Xie, Zhangyang Wang:
Undistillable: Making A Nasty Teacher That CANNOT teach students. CoRR abs/2105.07381 (2021) - [i10]Rui Su, Wenjing Huang, Haoyu Ma, Xiaowei Song, Jinglu Hu:
SGE net: Video object detection with squeezed GRU and information entropy map. CoRR abs/2106.07224 (2021) - [i9]Haoyu Ma, Liangjian Chen, Deying Kong, Zhe Wang, Xingwei Liu, Hao Tang, Xiangyi Yan, Yusheng Xie, Shih-Yao Lin, Xiaohui Xie:
TransFusion: Cross-view Fusion with Transformer for 3D Human Pose Estimation. CoRR abs/2110.09554 (2021) - [i8]Xiangyi Yan, Hao Tang, Shanlin Sun, Haoyu Ma, Deying Kong, Xiaohui Xie:
AFTer-UNet: Axial Fusion Transformer UNet for Medical Image Segmentation. CoRR abs/2110.10403 (2021) - 2020
- [j5]Juncheng Zhang, Qingmin Liao, Shaojun Liu, Haoyu Ma, Wenming Yang, Jing-Hao Xue:
Real-MFF: A large realistic multi-focus image dataset with ground truth. Pattern Recognit. Lett. 138: 370-377 (2020) - [j4]Haoyu Ma, Qingmin Liao, Juncheng Zhang, Shaojun Liu, Jing-Hao Xue:
An α-Matte Boundary Defocus Model-Based Cascaded Network for Multi-Focus Image Fusion. IEEE Trans. Image Process. 29: 8668-8679 (2020) - [c12]Deying Kong, Haoyu Ma, Xiaohui Xie:
SIA-GCN: A Spatial Information Aware Graph Neural Network with 2D Convolutions for Hand Pose Estimation. BMVC 2020 - [c11]Congcong Li, Haoyu Ma, Qingmin Liao:
Two-Stage Adaptive Object Scene Flow Using Hybrid CNN-CRF Model. ICPR 2020: 3876-3883 - [c10]Haoyu Ma, Jianwen Tian, Debin Gao, Chunfu Jia:
Walls Have Ears: Eavesdropping User Behaviors via Graphics-Interrupt-Based Side Channel. ISC 2020: 178-195 - [c9]Yifei Chen, Haoyu Ma, Deying Kong, Xiangyi Yan, Jianbao Wu, Wei Fan, Xiaohui Xie:
Nonparametric Structure Regularization Machine for 2D Hand Pose Estimation. WACV 2020: 370-379 - [c8]Deying Kong, Haoyu Ma, Yifei Chen, Xiaohui Xie:
Rotation-invariant Mixed Graphical Model Network for 2D Hand Pose Estimation. WACV 2020: 1535-1544 - [i7]Yifei Chen, Haoyu Ma, Deying Kong, Xiangyi Yan, Jianbao Wu, Wei Fan, Xiaohui Xie:
Nonparametric Structure Regularization Machine for 2D Hand Pose Estimation. CoRR abs/2001.08869 (2020) - [i6]Deying Kong, Haoyu Ma, Yifei Chen, Xiaohui Xie:
Rotation-invariant Mixed Graphical Model Network for 2D Hand Pose Estimation. CoRR abs/2002.02033 (2020) - [i5]Juncheng Zhang, Qingmin Liao, Shaojun Liu, Haoyu Ma, Wenming Yang, Jing-Hao Xue:
Real-MFF Dataset: A Large Realistic Multi-focus Image Dataset with Ground Truth. CoRR abs/2003.12779 (2020) - [i4]Deying Kong, Haoyu Ma, Xiaohui Xie:
SIA-GCN: A Spatial Information Aware Graph Neural Network with 2D Convolutions for Hand Pose Estimation. CoRR abs/2009.12473 (2020)
2010 – 2019
- 2019
- [j3]Wei Zhang, Guanbin Li, Haoyu Ma, Yizhou Yu:
Automatic Color Sketch Generation Using Deep Style Transfer. IEEE Computer Graphics and Applications 39(2): 26-37 (2019) - [j2]Haoyu Ma, Chunfu Jia, Shijia Li, Wantong Zheng, Dinghao Wu:
Xmark: Dynamic Software Watermarking Using Collatz Conjecture. IEEE Trans. Inf. Forensics Secur. 14(11): 2859-2874 (2019) - [c7]Deying Kong, Yifei Chen, Haoyu Ma, Xiangyi Yan, Xiaohui Xie:
Adaptive Graphical Model Network for 2D Handpose Estimation. BMVC 2019: 83 - [c6]Haoyu Ma, Juncheng Zhang, Shaojun Liu, Qingmin Liao:
Boundary Aware Multi-focus Image Fusion Using Deep Neural Network. ICME 2019: 1150-1155 - [i3]Haoyu Ma, Juncheng Zhang, Shaojun Liu, Qingmin Liao:
Boundary Aware Multi-Focus Image Fusion Using Deep Neural Network. CoRR abs/1904.00198 (2019) - [i2]