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ORCIDJoey Tianyi Zhou
Joey Zhou – Tianyi Zhou 0007
Person information
- affiliation: A*STAR, Institute of High Performance Computing (IHPC), Singapore
- affiliation: A*STAR, Centre for Frontier AI Research (CFAR), Singapore
- affiliation (PhD 2015): Nanyang Technological University (NTU), Singapore
Other persons with the same name
- Tianyi Zhou (aka: Tian-Yi Zhou) — disambiguation page
- Tianyi Zhou 0001
![[0000-0001-5348-0632]](https://dblp.uni-trier.de/img/orcid-mark.12x12.png "0000-0001-5348-0632")
— University of Maryland, College Park, MD, USA (and 1 more) - Tianyi Zhou 0002 — University of California San Diego, CA, USA
- Tianyi Zhou 0003 — Beijing Institute of Technology, School of Automation, China
- Tianyi Zhou 0004 — Beijing Information Science and Technology University, Beijing, China
- Tianyi Zhou 0005 — Beijing Normal University at Zhuhai, China
- Tianyi Zhou 0006 — Zhejiang University, Hangzhou, China
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2020 – today
- 2024
[j93]Jiafei Liang, Yang Xiao, Joey Tianyi Zhou, Feng Yang, Ting Li, Zhiwen Fang:
C2Net: content-dependent and -independent cross-attention network for anomaly detection in videos. Appl. Intell. 54(2): 1980-1996 (2024)- [j92]Zongbo Han, Tao Luo, Huazhu Fu, Qinghua Hu, Joey Tianyi Zhou, Changqing Zhang:
A principled framework for explainable multimodal disentanglement. Inf. Sci. 675: 120768 (2024) - [j91]Moyun Liu, Bing Chen, Youping Chen, Jingming Xie, Lei Yao, Yang Zhang, Joey Tianyi Zhou:
A concise but high-performing network for image guided depth completion in autonomous driving. Knowl. Based Syst. 296: 111877 (2024) - [j90]Le Zhang, Qibin Hou, Yun Liu, Jia-Wang Bian, Xun Xu, Joey Tianyi Zhou, Ce Zhu:
Deep negative correlation classification. Mach. Learn. 113(10): 7223-7241 (2024) - [j89]Runtong Zhang, Hongyuan Zhu, Hanwang Zhang, Chen Gong, Joey Tianyi Zhou, Fanman Meng:
Blessing few-shot segmentation via semi-supervised learning with noisy support images. Pattern Recognit. 154: 110503 (2024) - [j88]Zemin Tang, Qi Xiao, Yunchuan Qin, Xu Zhou, Joey Tianyi Zhou, Kenli Li:
Multi-View Interactive Representations for Multimodal Sentiment Analysis. IEEE Trans. Consumer Electron. 70(1): 4095-4107 (2024) - [j87]Joey Tianyi Zhou, Ivor W. Tsang, Yew Soon Ong:
Guest Editorial Special Issue on Resource Sustainable Computational and Artificial Intelligence. IEEE Trans. Emerg. Top. Comput. Intell. 8(5): 3196-3198 (2024) - [j86]Jialiang Tang, Ning Jiang, Hongyuan Zhu, Joey Tianyi Zhou, Chen Gong:
Learning Student Network Under Universal Label Noise. IEEE Trans. Image Process. 33: 4363-4376 (2024) - [j85]Jinting Wang, Jiafei Liang, Yang Xiao, Joey Tianyi Zhou, Zhiwen Fang, Feng Yang:
TaiChiNet: Negative-Positive Cross-Attention Network for Breast Lesion Segmentation in Ultrasound Images. IEEE J. Biomed. Health Informatics 28(3): 1516-1527 (2024) - [j84]Moyun Liu, Youping Chen, Jingming Xie, Yijie Zhu, Yang Zhang, Lei Yao, Zhenshan Bing, Genghang Zhuang, Kai Huang, Joey Tianyi Zhou:
MENet: Multi-Modal Mapping Enhancement Network for 3D Object Detection in Autonomous Driving. IEEE Trans. Intell. Transp. Syst. 25(8): 9397-9410 (2024) - [j83]Zhehui Wang, Tao Luo, Rick Siow Mong Goh, Joey Tianyi Zhou:
EDCompress: Energy-Aware Model Compression for Dataflows. IEEE Trans. Neural Networks Learn. Syst. 35(1): 208-220 (2024) - [j82]Heng Zhao, Joey Tianyi Zhou, Yew-Soon Ong:
Word2Pix: Word to Pixel Cross-Attention Transformer in Visual Grounding. IEEE Trans. Neural Networks Learn. Syst. 35(2): 1523-1533 (2024) - [j81]Tian Huang, Tao Luo, Ming Yan, Joey Tianyi Zhou, Rick Siow Mong Goh:
RCT: Resource Constrained Training for Edge AI. IEEE Trans. Neural Networks Learn. Syst. 35(2): 2575-2587 (2024) - [j80]Zhehui Wang, Xiaozhe Gu, Rick Siow Mong Goh, Joey Tianyi Zhou, Tao Luo:
Efficient Spiking Neural Networks With Radix Encoding. IEEE Trans. Neural Networks Learn. Syst. 35(3): 3689-3701 (2024) - [j79]Jinting Wang, Yujiao Tang, Yang Xiao, Joey Tianyi Zhou, Zhiwen Fang, Feng Yang:
GREnet: Gradually REcurrent Network With Curriculum Learning for 2-D Medical Image Segmentation. IEEE Trans. Neural Networks Learn. Syst. 35(7): 10018-10032 (2024) - [j78]Wei Meng, Zhicong Liu, Bing Li, Wei Cui, Joey Tianyi Zhou, Le Zhang:
GrapHAR: A Lightweight Human Activity Recognition Model by Exploring the Sub-Carrier Correlations. IEEE Trans. Wirel. Commun. 23(4): 2755-2770 (2024) - [c77]Xinke Li, Junchi Lu, Henghui Ding, Changsheng Sun, Joey Tianyi Zhou, Yeow Meng Chee:
PointCVaR: Risk-Optimized Outlier Removal for Robust 3D Point Cloud Classification. AAAI 2024: 21340-21348 - [c76]Xin Zhang, Jiawei Du, Yunsong Li, Weiying Xie, Joey Tianyi Zhou:
Spanning Training Progress: Temporal Dual-Depth Scoring (TDDS) for Enhanced Dataset Pruning. CVPR 2024: 26213-26222 - [c75]Yang Qin, Yingke Chen, Dezhong Peng, Xi Peng, Joey Tianyi Zhou, Peng Hu:
Noisy-Correspondence Learning for Text-to-Image Person Re-Identification. CVPR 2024: 27187-27196 - [c74]Yang He, Lingao Xiao, Joey Tianyi Zhou, Ivor W. Tsang:
Multisize Dataset Condensation. ICLR 2024 - [c73]Yang He, Joey Tianyi Zhou:
Data-independent Module-aware Pruning for Hierarchical Vision Transformers. ICLR 2024 - [c72]Zikai Xiao, Zihan Chen, Liyinglan Liu, Yang Feng, Joey Tianyi Zhou, Jian Wu, Wanlu Liu, Howard Hao Yang, Zuozhu Liu:
FedLoGe: Joint Local and Generic Federated Learning under Long-tailed Data. ICLR 2024 - [c71]Zemin Tang, Min Shi, Zhibang Yang, Xu Zhou, Cen Chen, Joey Tianyi Zhou:
Sentiment Confidence Separation: A Trust-Optimized Framework for Multimodal Sentiment Classification. ICME 2024: 1-6 - [c70]Kairui Hu, Ming Yan, Wen Haw Chong, Yong Keong Yap, Cuntai Guan, Joey Tianyi Zhou, Ivor W. Tsang:
Ladder-of-Thought: Using Knowledge as Steps to Elevate Stance Detection. IJCNN 2024: 1-8 - [c69]Yuxin Hong, Xiao Zhang, Xin Zhang, Joey Tianyi Zhou:
Evolution-aware VAriance (EVA) Coreset Selection for Medical Image Classification. ACM Multimedia 2024: 301-310 - [i90]Zijie Meng, Yan Zhang, Zhaopeng Feng, Yang Feng, Gaoang Wang, Joey Tianyi Zhou, Jian Wu, Zuozhu Liu:
Divide and Conquer for Large Language Models Reasoning. CoRR abs/2401.05190 (2024) - [i89]Jialiang Tang, Shuo Chen, Gang Niu, Hongyuan Zhu, Joey Tianyi Zhou, Chen Gong, Masashi Sugiyama:
Direct Distillation between Different Domains. CoRR abs/2401.06826 (2024) - [i88]Zikai Xiao, Zihan Chen, Liyinglan Liu, Yang Feng, Jian Wu, Wanlu Liu, Joey Tianyi Zhou, Howard Hao Yang, Zuozhu Liu:
FedLoGe: Joint Local and Generic Federated Learning under Long-tailed Data. CoRR abs/2401.08977 (2024) - [i87]Moyun Liu, Youping Chen, Jingming Xie, Lei Yao, Yang Zhang, Joey Tianyi Zhou:
A Concise but Effective Network for Image Guided Depth Completion in Autonomous Driving. CoRR abs/2401.15902 (2024) - [i86]Tianle Zhang, Yuchen Zhang, Kun Wang, Kai Wang, Beining Yang, Kaipeng Zhang, Wenqi Shao, Ping Liu, Joey Tianyi Zhou, Yang You:
Two Trades is not Baffled: Condensing Graph via Crafting Rational Gradient Matching. CoRR abs/2402.04924 (2024) - [i85]Zongbo Han, Yifeng Yang, Changqing Zhang, Linjun Zhang, Joey Tianyi Zhou, Qinghua Hu, Huaxiu Yao:
Selective Learning: Towards Robust Calibration with Dynamic Regularization. CoRR abs/2402.08384 (2024) - [i84]Yang He, Lingao Xiao, Joey Tianyi Zhou, Ivor W. Tsang:
Multisize Dataset Condensation. CoRR abs/2403.06075 (2024) - [i83]Tingbing Yan, Wenzheng Zeng, Yang Xiao, Xingyu Tong, Bo Tan, Zhiwen Fang, Zhiguo Cao, Joey Tianyi Zhou:
CrossGLG: LLM Guides One-shot Skeleton-based 3D Action Recognition in a Cross-level Manner. CoRR abs/2403.10082 (2024) - [i82]Ming Yan, Joey Tianyi Zhou, Ivor W. Tsang:
Collaborative Knowledge Infusion for Low-resource Stance Detection. CoRR abs/2403.19219 (2024) - [i81]Xiaopeng Xie, Ming Yan, Xiwen Zhou, Chenlong Zhao, Suli Wang, Yong Zhang, Joey Tianyi Zhou:
Shortcuts Arising from Contrast: Effective and Covert Clean-Label Attacks in Prompt-Based Learning. CoRR abs/2404.00461 (2024) - [i80]Yang He, Joey Tianyi Zhou:
Data-independent Module-aware Pruning for Hierarchical Vision Transformers. CoRR abs/2404.13648 (2024) - [i79]Yuxin Hong, Xiao Zhang, Xin Zhang, Joey Tianyi Zhou:
Evolution-aware VAriance (EVA) Coreset Selection for Medical Image Classification. CoRR abs/2406.05677 (2024) - [i78]Ping Liu, Qiqi Tao, Joey Tianyi Zhou:
Evolving from Single-modal to Multi-modal Facial Deepfake Detection: A Survey. CoRR abs/2406.06965 (2024) - [i77]Xin Zhang, Jiawei Du, Ping Liu, Joey Tianyi Zhou:
Breaking Class Barriers: Efficient Dataset Distillation via Inter-Class Feature Compensator. CoRR abs/2408.06927 (2024) - [i76]Ruizhe Chen, Yichen Li, Jianfei Yang, Joey Tianyi Zhou, Zuozhu Liu:
Editable Fairness: Fine-Grained Bias Mitigation in Language Models. CoRR abs/2408.11843 (2024) - 2023
- [j77]Liyun Zhang, Zhiwen Fang, Ting Li, Yang Xiao, Joey Tianyi Zhou, Feng Yang:
Retinal multi-lesion segmentation by reinforcing single-lesion guidance with multi-view learning. Biomed. Signal Process. Control. 86(Part C): 105349 (2023) - [j76]Xiaofeng Zou, Kenli Li, Joey Tianyi Zhou, Wei Wei, Cen Chen:
Robust Edge AI for Real-Time Industry 4.0 Applications in 5G Environment. IEEE Commun. Stand. Mag. 7(2): 64-70 (2023) - [j75]Jiaqi Xu, Jiakuo Zuo, Joey Tianyi Zhou, Yuanwei Liu:
Active Simultaneously Transmitting and Reflecting (STAR)-RISs: Modeling and Analysis. IEEE Commun. Lett. 27(9): 2466-2470 (2023) - [j74]Chen Feng, Zhiguo Cao, Yang Xiao, Zhiwen Fang, Joey Tianyi Zhou:
Multi-spectral template matching based object detection in a few-shot learning manner. Inf. Sci. 624: 20-36 (2023) - [j73]Xiaohui Wei, Changbao Zhou, Hengshan Yue, Joey Tianyi Zhou:
TC-SEPM: Characterizing soft error resilience of CNNs on Tensor Cores from program and microarchitecture perspectives. J. Syst. Archit. 145: 103024 (2023) - [j72]Mi Li, Cen Chen, Xulei Yang, Joey Tianyi Zhou, Tao Zhang, Yangfan Li:
Toward Communication-Efficient Digital Twin via AI-Powered Transmission and Reconstruction. IEEE J. Sel. Areas Commun. 41(11): 3624-3635 (2023) - [j71]Yangqin Feng, Zizhou Wang, Xinxing Xu, Yan Wang, Huazhu Fu, Shaohua Li, Liangli Zhen, Xiaofeng Lei, Yingnan Cui, Jordan Zheng Ting Sim, Yonghan Ting, Joey Tianyi Zhou, Yong Liu, Rick Siow Mong Goh, Cher Heng Tan:
Contrastive domain adaptation with consistency match for automated pneumonia diagnosis. Medical Image Anal. 83: 102664 (2023) - [j70]Zongbo Han, Changqing Zhang, Huazhu Fu, Joey Tianyi Zhou:
Trusted Multi-View Classification With Dynamic Evidential Fusion. IEEE Trans. Pattern Anal. Mach. Intell. 45(2): 2551-2566 (2023) - [j69]Hao Zhang, Aixin Sun, Wei Jing, Joey Tianyi Zhou:
Temporal Sentence Grounding in Videos: A Survey and Future Directions. IEEE Trans. Pattern Anal. Mach. Intell. 45(8): 10443-10465 (2023) - [j68]Bing Li, Wei Cui, Le Zhang, Ce Zhu, Wei Wang, Ivor W. Tsang, Joey Tianyi Zhou:
DifFormer: Multi-Resolutional Differencing Transformer With Dynamic Ranging for Time Series Analysis. IEEE Trans. Pattern Anal. Mach. Intell. 45(11): 13586-13598 (2023) - [j67]Wenhua Ye, Xu Zhou, Joey Zhou, Cen Chen, Kenli Li:
Accelerating Attention Mechanism on FPGAs based on Efficient Reconfigurable Systolic Array. ACM Trans. Embed. Comput. Syst. 22(6): 93:1-93:22 (2023) - [j66]Wenzheng Zeng, Yang Xiao, Guilei Hu, Zhiguo Cao, Sicheng Wei, Zhiwen Fang, Joey Tianyi Zhou, Junsong Yuan:
Eyelid's Intrinsic Motion-Aware Feature Learning for Real-Time Eyeblink Detection in the Wild. IEEE Trans. Inf. Forensics Secur. 18: 5109-5121 (2023) - [j65]Hao Cheng, Joey Tianyi Zhou, Wee Peng Tay, Bihan Wen:
Graph Neural Networks With Triple Attention for Few-Shot Learning. IEEE Trans. Multim. 25: 8225-8239 (2023) - [j64]Yangfan Li, Kenli Li, Wei Wei, Tianyi Zhou, Cen Chen:
CoRec: An Efficient Internet Behavior-based Recommendation Framework with Edge-cloud Collaboration on Deep Convolution Neural Networks. ACM Trans. Sens. Networks 19(2): 24:1-24:28 (2023) - [j63]Jiaqi Xu, Xidong Mu, Joey Tianyi Zhou, Yuanwei Liu:
Simultaneously Transmitting and Reflecting (STAR)-RISs: Are They Applicable to Dual-Sided Incidence? IEEE Wirel. Commun. Lett. 12(1): 129-133 (2023) - [c68]Jiawei Du, Yidi Jiang, Vincent Y. F. Tan, Joey Tianyi Zhou, Haizhou Li:
Minimizing the Accumulated Trajectory Error to Improve Dataset Distillation. CVPR 2023: 3749-3758 - [c67]Changlong Jiang, Yang Xiao, Cunlin Wu, Mingyang Zhang, Jinghong Zheng, Zhiguo Cao, Joey Tianyi Zhou:
A2J-Transformer: Anchor-to-Joint Transformer Network for 3D Interacting Hand Pose Estimation from a Single RGB Image. CVPR 2023: 8846-8855 - [c66]Wenzheng Zeng, Yang Xiao, Sicheng Wei, Jinfang Gan, Xintao Zhang, Zhiguo Cao, Zhiwen Fang, Joey Tianyi Zhou:
Real-time Multi-person Eyeblink Detection in the Wild for Untrimmed Video. CVPR 2023: 13854-13863 - [c65]Chi Zhang, Wei Yin, Gang Yu, Zhibin Wang, Tao Chen, Bin Fu, Joey Tianyi Zhou, Chunhua Shen:
Robust Geometry-Preserving Depth Estimation Using Differentiable Rendering. ICCV 2023: 8917-8927 - [c64]Hao Cheng, Siyuan Yang, Joey Tianyi Zhou, Lanqing Guo, Bihan Wen:
Frequency Guidance Matters in Few-Shot Learning. ICCV 2023: 11780-11790 - [c63]Runtong Zhang, Hongyuan Zhu, Hanwang Zhang, Chen Gong, Joey Tianyi Zhou, Fanman Meng:
Semi-Supervised Few-Shot Segmentation with Noisy Support Images. ICIP 2023: 1550-1554 - [c62]Ping Liu, Xin Yu, Joey Tianyi Zhou:
Meta Knowledge Condensation for Federated Learning. ICLR 2023 - [c61]Huan Ma, Qingyang Zhang, Changqing Zhang, Bingzhe Wu, Huazhu Fu, Joey Tianyi Zhou, Qinghua Hu:
Calibrating Multimodal Learning. ICML 2023: 23429-23450 - [c60]Jiawei Wu, Changqing Zhang, Zuoyong Li, Huazhu Fu, Xi Peng, Joey Tianyi Zhou:
dugMatting: Decomposed-Uncertainty-Guided Matting. ICML 2023: 37846-37859 - [c59]Qingyang Zhang, Haitao Wu, Changqing Zhang, Qinghua Hu, Huazhu Fu, Joey Tianyi Zhou, Xi Peng:
Provable Dynamic Fusion for Low-Quality Multimodal Data. ICML 2023: 41753-41769 - [c58]Huimin Xiong, Kunle Li, Kaiyuan Tan, Yang Feng, Joey Tianyi Zhou, Jin Hao, Haochao Ying, Jian Wu, Zuozhu Liu:
TSegFormer: 3D Tooth Segmentation in Intraoral Scans with Geometry Guided Transformer. MICCAI (6) 2023: 421-432 - [c57]Jianhong Bai, Zuozhu Liu, Hualiang Wang, Ruizhe Chen, Lianrui Mu, Xiaomeng Li, Joey Tianyi Zhou, Yang Feng, Jian Wu, Haoji Hu:
Towards Distribution-Agnostic Generalized Category Discovery. NeurIPS 2023 - [c56]Ruizhe Chen, Jianfei Yang, Huimin Xiong, Jianhong Bai, Tianxiang Hu, Jin Hao, Yang Feng, Joey Tianyi Zhou, Jian Wu, Zuozhu Liu:
Fast Model DeBias with Machine Unlearning. NeurIPS 2023 - [c55]Jiawei Du, Qin Shi, Joey Tianyi Zhou:
Sequential Subset Matching for Dataset Distillation. NeurIPS 2023 - [c54]Yang He, Lingao Xiao, Joey Tianyi Zhou:
You Only Condense Once: Two Rules for Pruning Condensed Datasets. NeurIPS 2023 - [c53]Yang Qin, Yuan Sun, Dezhong Peng, Joey Tianyi Zhou, Xi Peng, Peng Hu:
Cross-modal Active Complementary Learning with Self-refining Correspondence. NeurIPS 2023 - [c52]Zikai Xiao, Zihan Chen, Songshang Liu, Hualiang Wang, Yang Feng, Jin Hao, Joey Tianyi Zhou, Jian Wu, Howard H. Yang, Zuozhu Liu:
Fed-GraB: Federated Long-tailed Learning with Self-Adjusting Gradient Balancer. NeurIPS 2023 - [i75]Wenzheng Zeng, Yang Xiao, Sicheng Wei, Jinfang Gan, Xintao Zhang, Zhiguo Cao, Zhiwen Fang, Joey Tianyi Zhou:
Real-time Multi-person Eyeblink Detection in the Wild for Untrimmed Video. CoRR abs/2303.16053 (2023) - [i74]Changlong Jiang, Yang Xiao, Cunlin Wu, Mingyang Zhang, Jinghong Zheng, Zhiguo Cao, Joey Tianyi Zhou:
A2J-Transformer: Anchor-to-Joint Transformer Network for 3D Interacting Hand Pose Estimation from a Single RGB Image. CoRR abs/2304.03635 (2023) - [i73]Gabriel Tjio, Ping Liu, Chee-Keong Kwoh, Joey Tianyi Zhou:
Adaptive Stylization Modulation for Domain Generalized Semantic Segmentation. CoRR abs/2304.09347 (2023) - [i72]Huan Ma, Qingyang Zhang, Changqing Zhang, Bingzhe Wu, Huazhu Fu, Joey Tianyi Zhou, Qinghua Hu:
Calibrating Multimodal Learning. CoRR abs/2306.01265 (2023) - [i71]Jiawei Wu, Changqing Zhang, Zuoyong Li, Huazhu Fu, Xi Peng, Joey Tianyi Zhou:
dugMatting: Decomposed-Uncertainty-Guided Matting. CoRR abs/2306.01452 (2023) - [i70]Qingyang Zhang, Haitao Wu, Changqing Zhang, Qinghua Hu, Huazhu Fu, Joey Tianyi Zhou, Xi Peng:
Provable Dynamic Fusion for Low-Quality Multimodal Data. CoRR abs/2306.02050 (2023) - [i69]Gabriel Tjio, Ping Liu, Yawei Luo, Chee Keong Kwoh, Joey Tianyi Zhou:
Generating Reliable Pixel-Level Labels for Source Free Domain Adaptation. CoRR abs/2307.00893 (2023) - [i68]Yang Qin, Yingke Chen, Dezhong Peng, Xi Peng, Joey Tianyi Zhou, Peng Hu:
Noisy-Correspondence Learning for Text-to-Image Person Re-identification. CoRR abs/2308.09911 (2023) - [i67]Kairui Hu, Ming Yan, Joey Tianyi Zhou, Ivor W. Tsang, Wen Haw Chong, Yong Keong Yap:
Ladder-of-Thought: Using Knowledge as Steps to Elevate Stance Detection. CoRR abs/2308.16763 (2023) - [i66]Chi Zhang, Wei Yin, Gang Yu, Zhibin Wang, Tao Chen, Bin Fu, Joey Tianyi Zhou, Chunhua Shen:
Robust Geometry-Preserving Depth Estimation Using Differentiable Rendering. CoRR abs/2309.09724 (2023) - [i65]Jianhong Bai, Zuozhu Liu, Hualiang Wang, Ruizhe Chen, Lianrui Mu, Xiaomeng Li, Joey Tianyi Zhou, Yang Feng, Jian Wu, Haoji Hu:
Towards Distribution-Agnostic Generalized Category Discovery. CoRR abs/2310.01376 (2023) - [i64]Zikai Xiao, Zihan Chen, Songshang Liu, Hualiang Wang, Yang Feng, Jin Hao, Joey Tianyi Zhou, Jian Wu, Howard Hao Yang, Zuozhu Liu:
Fed-GraB: Federated Long-tailed Learning with Self-Adjusting Gradient Balancer. CoRR abs/2310.07587 (2023) - [i63]Ruizhe Chen, Jianfei Yang, Huimin Xiong, Jianhong Bai, Tianxiang Hu, Jin Hao, Yang Feng, Joey Tianyi Zhou, Jian Wu, Zuozhu Liu:
Fast Model Debias with Machine Unlearning. CoRR abs/2310.12560 (2023) - [i62]Yang He, Lingao Xiao, Joey Tianyi Zhou:
You Only Condense Once: Two Rules for Pruning Condensed Datasets. CoRR abs/2310.14019 (2023) - [i61]Yang Qin, Yuan Sun, Dezhong Peng, Joey Tianyi Zhou, Xi Peng, Peng Hu:
Cross-modal Active Complementary Learning with Self-refining Correspondence. CoRR abs/2310.17468 (2023) - [i60]Jiawei Du, Qin Shi, Joey Tianyi Zhou:
Sequential Subset Matching for Dataset Distillation. CoRR abs/2311.01570 (2023) - [i59]Huimin Xiong, Kunle Li, Kaiyuan Tan, Yang Feng, Joey Tianyi Zhou, Jin Hao, Haochao Ying, Jian Wu, Zuozhu Liu:
TSegFormer: 3D Tooth Segmentation in Intraoral Scans with Geometry Guided Transformer. CoRR abs/2311.13234 (2023) - [i58]Xin Zhang, Jiawei Du, Yunsong Li, Weiying Xie, Joey Tianyi Zhou:
Spanning Training Progress: Temporal Dual-Depth Scoring (TDDS) for Enhanced Dataset Pruning. CoRR abs/2311.13613 (2023) - 2022
- [j62]Boshen Zhang, Yang Xiao, Fu Xiong, Cunlin Wu, Zhiguo Cao, Ping Liu, Joey Tianyi Zhou:
3D human pose estimation with cross-modality training and multi-scale local refinement. Appl. Soft Comput. 122: 108950 (2022) - [j61]Ming Yan, Jianxi Yang, Cen Chen, Joey Tianyi Zhou, Yi Pan, Zeng Zeng:
Enhanced gradient learning for deep neural networks. IET Image Process. 16(2): 365-377 (2022) - [j60]Diyang Jia, Xiao Zhang, Joey Tianyi Zhou, Pan Lai, Yifei Wei:
Dynamic thresholding for video anomaly detection. IET Image Process. 16(11): 2973-2982 (2022) - [j59]Zeng Zeng, Cen Chen, Bharadwaj Veeravalli, Keqin Li, Joey Tianyi Zhou:
Introduction to the Special Issue on edge intelligence: Neurocomputing meets edge computing. Neurocomputing 472: 149-151 (2022) - [j58]Xi Peng, Yunfan Li, Ivor W. Tsang, Hongyuan Zhu, Jiancheng Lv, Joey Tianyi Zhou:
XAI Beyond Classification: Interpretable Neural Clustering. J. Mach. Learn. Res. 23: 6:1-6:28 (2022) - [j57]Tian Huang, Tao Luo, Joey Tianyi Zhou:
APT: The master-copy-free training method for quantised neural network on edge devices. J. Parallel Distributed Comput. 166: 95-103 (2022) - [j56]Benjamin Chen Ming Choong, Tao Luo, Cheng Liu, Bingsheng He, Wei Zhang, Joey Tianyi Zhou:
Hardware-software co-exploration with racetrack memory based in-memory computing for CNN inference in embedded systems. J. Syst. Archit. 128: 102507 (2022) - [j55]Yan Wang, Yangqin Feng, Lei Zhang, Joey Tianyi Zhou, Yong Liu, Rick Siow Mong Goh, Liangli Zhen:
Adversarial multimodal fusion with attention mechanism for skin lesion classification using clinical and dermoscopic images. Medical Image Anal. 81: 102535 (2022) - [j54]Changqing Zhang, Yajie Cui, Zongbo Han, Joey Tianyi Zhou, Huazhu Fu, Qinghua Hu:
Deep Partial Multi-View Learning. IEEE Trans. Pattern Anal. Mach. Intell. 44(5): 2402-2415 (2022) - [j53]Joey Tianyi Zhou, Le Zhang, Jiawei Du, Xi Peng, Zhiwen Fang, Zhe Xiao, Hongyuan Zhu:
Locality-Aware Crowd Counting. IEEE Trans. Pattern Anal. Mach. Intell. 44(7): 3602-3613 (2022) - [j52]Hao Zhang, Aixin Sun, Wei Jing, Liangli Zhen, Joey Tianyi Zhou, Rick Siow Mong Goh:
Natural Language Video Localization: A Revisit in Span-Based Question Answering Framework. IEEE Trans. Pattern Anal. Mach. Intell. 44(8): 4252-4266 (2022) - [j51]Cen Chen, Kenli Li, Wei Wei, Joey Tianyi Zhou, Zeng Zeng:
Hierarchical Graph Neural Networks for Few-Shot Learning. IEEE Trans. Circuits Syst. Video Technol. 32(1): 240-252 (2022) - [j50]Joey Tianyi Zhou:
Feature Selection With Multi-Source Transfer. IEEE Trans. Circuits Syst. Video Technol. 32(5): 2638-2646 (2022) - [j49]Fu Xiong, Yang Xiao, Zhiguo Cao, Yancheng Wang, Joey Tianyi Zhou, Jianxin Wu:
ECML: An Ensemble Cascade Metric-Learning Mechanism Toward Face Verification. IEEE Trans. Cybern. 52(3): 1736-1749 (2022) - [j48]Junbing Li, Changqing Zhang, Joey Tianyi Zhou, Huazhu Fu, Shuyin Xia, Qinghua Hu:
Deep-LIFT: Deep Label-Specific Feature Learning for Image Annotation. IEEE Trans. Cybern. 52(8): 7732-7741 (2022) - [j47]Ping Liu, Yuewei Lin, Zibo Meng, Lu Lu, Weihong Deng, Joey Tianyi Zhou, Yi Yang:
Point Adversarial Self-Mining: A Simple Method for Facial Expression Recognition. IEEE Trans. Cybern. 52(12): 12649-12660 (2022) - [j46]Mingyang Zhang, Yang Xiao, Fu Xiong, Shuai Li, Zhiguo Cao, Zhiwen Fang, Joey Tianyi Zhou:
Person Re-Identification With Hierarchical Discriminative Spatial Aggregation. IEEE Trans. Inf. Forensics Secur. 17: 516-530 (2022) - [j45]Ming Yan, Cen Chen, Jiawei Du, Xi Peng, Joey Tianyi Zhou, Zeng Zeng:
Memory-Assistant Collaborative Language Understanding for Artificial Intelligence of Things. IEEE Trans. Ind. Informatics 18(5): 3349-3357 (2022) - [j44]Yangqin Feng, Xinxing Xu, Yan Wang, Xiaofeng Lei, Soo Kng Teo, Jordan Zheng Ting Sim, Yonghan Ting, Liangli Zhen, Joey Tianyi Zhou, Yong Liu, Cher Heng Tan:
Deep Supervised Domain Adaptation for Pneumonia Diagnosis From Chest X-Ray Images. IEEE J. Biomed. Health Informatics 26(3): 1080-1090 (2022) - [j43]Liangli Zhen, Peng Hu, Xi Peng, Rick Siow Mong Goh, Joey Tianyi Zhou:
Deep Multimodal Transfer Learning for Cross-Modal Retrieval. IEEE Trans. Neural Networks Learn. Syst. 33(2): 798-810 (2022) - [j42]Zhiwen Fang, Jiafei Liang, Joey Tianyi Zhou, Yang Xiao, Feng Yang:
Anomaly Detection With Bidirectional Consistency in Videos. IEEE Trans. Neural Networks Learn. Syst. 33(3): 1079-1092 (2022) - [j41]Yancheng Wang, Yang Xiao, Junyi Lu, Bo Tan, Zhiguo Cao, Zhenjun Zhang, Joey Tianyi Zhou:
Discriminative Multi-View Dynamic Image Fusion for Cross-View 3-D Action Recognition. IEEE Trans. Neural Networks Learn. Syst. 33(10): 5332-5345 (2022) - [j40]Pan Lai, Rui Fan, Xiao Zhang, Wei Zhang, Fang Liu, Joey Tianyi Zhou:
Utility Optimal Thread Assignment and Resource Allocation in Multi-Server Systems. IEEE/ACM Trans. Netw. 30(2): 735-748 (2022) - [j39]Zhong Yang, Yuanwei Liu, Yue Chen, Joey Tianyi Zhou:
Deep Learning for Latent Events Forecasting in Content Caching Networks. IEEE Trans. Wirel. Commun. 21(1): 413-428 (2022) - [j38]Jiaqi Xu, Yuanwei Liu, Xidong Mu, Joey Tianyi Zhou, Lingyang Song, H. Vincent Poor, Lajos Hanzo:
Simultaneously Transmitting and Reflecting Intelligent Omni-Surfaces: Modeling and Implementation. IEEE Veh. Technol. Mag. 17(2): 46-54 (2022) - [c51]Yunqiu Xu, Meng Fang, Ling Chen, Yali Du, Joey Tianyi Zhou, Chengqi Zhang:
Perceiving the World: Question-guided Reinforcement Learning for Text-based Games. ACL (1) 2022: 538-560 - [c50]Cunlin Wu, Yang Xiao, Boshen Zhang, Mingyang Zhang, Zhiguo Cao, Joey Tianyi Zhou:
C3P: Cross-Domain Pose Prior Propagation for Weakly Supervised 3D Human Pose Estimation. ECCV (5) 2022: 554-571 - [c49]Bing Li, Wei Cui, Yanru Chen, Joey Tianyi Zhou, Zhenghua Chen, Yuli Li, Min Wu:
Cost-effective Elderly Fall Detection with Symmetry Transformer Networks. HPCC/DSS/SmartCity/DependSys 2022: 1837-1845 - [c48]Jiawei Du, Hanshu Yan, Jiashi Feng, Joey Tianyi Zhou, Liangli Zhen, Rick Siow Mong Goh, Vincent Y. F. Tan:
Efficient Sharpness-aware Minimization for Improved Training of Neural Networks. ICLR 2022 - [c47]Chi Ma, Joey Tianyi Zhou, Xiao Zhang, Yu Zhou:
Deep Unfolding for Compressed Sensing with Denoiser. ICME 2022: 1-6 - [c46]Linh D. Le, Huazhu Fu, Xinxing Xu, Yong Liu, Yanyu Xu, Jiawei Du, Joey Tianyi Zhou, Rick Siow Mong Goh:
An Efficient Defending Mechanism Against Image Attacking on Medical Image Segmentation Models. REMIA@MICCAI 2022: 65-74 - [c45]Hao Cheng, Joey Tianyi Zhou, Wee Peng Tay, Bihan Wen:
Attentive Graph Neural Networks for Few-Shot Learning. MIPR 2022: 152-157 - [c44]Junyi Lu, Wenxiang Jiang, Yang Xiao, Tingbing Yan, Zhiguo Cao, Zhiwen Fang, Joey Tianyi Zhou:
Real-time Embedded Demo System for Fall Detection under 15W Power. HCMA@MM 2022: 79-82 - [c43]Jiawei Du, Daquan Zhou, Jiashi Feng, Vincent Y. F. Tan, Joey Tianyi Zhou:
Sharpness-Aware Training for Free. NeurIPS 2022 - [c42]Yuanbiao Gou, Peng Hu, Jiancheng Lv, Joey Tianyi Zhou, Xi Peng:
Multi-Scale Adaptive Network for Single Image Denoising. NeurIPS 2022 - [c41]Gabriel Tjio, Ping Liu, Joey Tianyi Zhou, Rick Siow Mong Goh:
Adversarial Semantic Hallucination for Domain Generalized Semantic Segmentation. WACV 2022: 3849-3858 - [i57]Hao Zhang, Aixin Sun, Wei Jing, Joey Tianyi Zhou:
The Elements of Temporal Sentence Grounding in Videos: A Survey and Future Directions. CoRR abs/2201.08071 (2022) - [i56]Yunqiu Xu, Meng Fang, Ling Chen, Yali Du, Joey Tianyi Zhou, Chengqi Zhang:
Perceiving the World: Question-guided Reinforcement Learning for Text-based Games. CoRR abs/2204.09597 (2022) - [i55]Zongbo Han, Changqing Zhang, Huazhu Fu, Joey Tianyi Zhou:
Trusted Multi-View Classification with Dynamic Evidential Fusion. CoRR abs/2204.11423 (2022) - [i54]Jiawei Du, Daquan Zhou, Jiashi Feng, Vincent Y. F. Tan, Joey Tianyi Zhou:
Sharpness-Aware Training for Free. CoRR abs/2205.14083 (2022) - [i53]Ping Liu, Xin Yu, Joey Tianyi Zhou:
Meta Knowledge Condensation for Federated Learning. CoRR abs/2209.14851 (2022) - [i52]Huimin Xiong, Kunle Li, Kaiyuan Tan, Yang Feng, Joey Tianyi Zhou, Jin Hao, Zuozhu Liu:
TFormer: 3D Tooth Segmentation in Mesh Scans with Geometry Guided Transformer. CoRR abs/2210.16627 (2022) - [i51]Jiawei Du, Yidi Jiang, Vincent Y. F. Tan, Joey Tianyi Zhou, Haizhou Li:
Minimizing the Accumulated Trajectory Error to Improve Dataset Distillation. CoRR abs/2211.11004 (2022) - [i50]Le Zhang, Qibin Hou, Yun Liu, Jia-Wang Bian, Xun Xu, Joey Tianyi Zhou, Ce Zhu:
Deep Negative Correlation Classification. CoRR abs/2212.07070 (2022) - 2021
- [j37]Zhehui Wang, Tao Luo, Miqing Li, Joey Tianyi Zhou, Rick Siow Mong Goh, Liangli Zhen:
Evolutionary Multi-Objective Model Compression for Deep Neural Networks. IEEE Comput. Intell. Mag. 16(3): 10-21 (2021) - [j36]Boyun Li, Yuanbiao Gou, Shuhang Gu, Zitao Liu, Joey Tianyi Zhou, Xi Peng:
You Only Look Yourself: Unsupervised and Untrained Single Image Dehazing Neural Network. Int. J. Comput. Vis. 129(5): 1754-1767 (2021) - [j35]Zihao Zhu, Yang Xiao, Shuai Li, Zhiguo Cao, Zhiwen Fang, Joey Tianyi Zhou:
LPQ++: A discriminative blur-insensitive textural descriptor with spatial-channel interaction. Inf. Sci. 548: 191-211 (2021) - [j34]Joey Tianyi Zhou, Hao Zhang, Di Jin, Xi Peng:
Dual Adversarial Transfer for Sequence Labeling. IEEE Trans. Pattern Anal. Mach. Intell. 43(2): 434-446 (2021) - [j33]Le Zhang, Zenglin Shi, Ming-Ming Cheng, Yun Liu, Jia-Wang Bian, Joey Tianyi Zhou, Guoyan Zheng, Zeng Zeng:
Nonlinear Regression via Deep Negative Correlation Learning. IEEE Trans. Pattern Anal. Mach. Intell. 43(3): 982-998 (2021) - [j32]Le Zhang, Zenglin Shi, Joey Tianyi Zhou, Ming-Ming Cheng, Yun Liu, Jia-Wang Bian, Zeng Zeng, Chunhua Shen:
Ordered or Orderless: A Revisit for Video Based Person Re-Identification. IEEE Trans. Pattern Anal. Mach. Intell. 43(4): 1460-1466 (2021) - [j31]Le Zhang, Zenglin Shi, Ming-Ming Cheng, Yun Liu, Jia-Wang Bian, Joey Tianyi Zhou, Guoyan Zheng, Zeng Zeng:
Correction to "Nonlinear Regression via Deep Negative Correlation Learning". IEEE Trans. Pattern Anal. Mach. Intell. 43(6): 2172 (2021) - [j30]Hongyuan Zhu, Yi Cheng, Xi Peng, Joey Tianyi Zhou, Zhao Kang, Shijian Lu, Zhiwen Fang, Liyuan Li, Joo-Hwee Lim:
Single-Image Dehazing via Compositional Adversarial Network. IEEE Trans. Cybern. 51(2): 829-838 (2021) - [j29]Zhenyu Huang, Joey Tianyi Zhou, Hongyuan Zhu, Changqing Zhang, Jiancheng Lv, Xi Peng:
Deep Spectral Representation Learning From Multi-View Data. IEEE Trans. Image Process. 30: 5352-5362 (2021) - [j28]Zhiyuan Zha, Bihan Wen, Xin Yuan, Joey Tianyi Zhou, Jiantao Zhou, Ce Zhu:
Triply Complementary Priors for Image Restoration. IEEE Trans. Image Process. 30: 5819-5834 (2021) - [j27]Zhiwen Fang, Joey Tianyi Zhou, Yang Xiao, Yanan Li, Feng Yang:
Multi-Encoder Towards Effective Anomaly Detection in Videos. IEEE Trans. Multim. 23: 4106-4116 (2021) - [j26]Yang Wang, Meng Fang, Joey Tianyi Zhou, Tingting Mu, Dacheng Tao:
Introduction to Big Multimodal Multimedia Data with Deep Analytics. ACM Trans. Multim. Comput. Commun. Appl. 17(1s): 1:1-1:3 (2021) - [j25]Zhe Xiao, Liye Zhang, Xiuju Fu, Wanbing Zhang, Joey Tianyi Zhou, Rick Siow Mong Goh:
Concurrent Processing Cluster Design to Empower Simultaneous Prediction for Hundreds of Vessels' Trajectories in Near Real-Time. IEEE Trans. Syst. Man Cybern. Syst. 51(3): 1830-1843 (2021) - [j24]Chi Zhang, Liangli Zhen, Joey Zhou, Cen Chen:
Distributed Monitoring for Energy Infrastructures: A Two-Tier Analysis over Wireless Networks. IEEE Wirel. Commun. 28(6): 13-18 (2021) - [c40]Yunfan Li, Peng Hu, Jerry Zitao Liu, Dezhong Peng, Joey Tianyi Zhou, Xi Peng:
Contrastive Clustering. AAAI 2021: 8547-8555 - [c39]Hao Zhang, Aixin Sun, Wei Jing, Liangli Zhen, Joey Tianyi Zhou, Rick Siow Mong Goh:
Parallel Attention Network with Sequence Matching for Video Grounding. ACL/IJCNLP (Findings) 2021: 776-790 - [c38]Xinke Li, Zhirui Chen, Yue Zhao, Zekun Tong, Yabang Zhao, Andrew Lim, Joey Tianyi Zhou:
PointBA: Towards Backdoor Attacks in 3D Point Cloud. ICCV 2021: 16472-16481 - [c37]Zongbo Han, Changqing Zhang, Huazhu Fu, Joey Tianyi Zhou:
Trusted Multi-View Classification. ICLR 2021 - [c36]Huan Ma, Zongbo Han, Changqing Zhang, Huazhu Fu, Joey Tianyi Zhou, Qinghua Hu:
Trustworthy Multimodal Regression with Mixture of Normal-inverse Gamma Distributions. NeurIPS 2021: 6881-6893 - [c35]Hao Zhang, Aixin Sun, Wei Jing, Guoshun Nan, Liangli Zhen, Joey Tianyi Zhou, Rick Siow Mong Goh:
Video Corpus Moment Retrieval with Contrastive Learning. SIGIR 2021: 685-695 - [i49]Zongbo Han, Changqing Zhang, Huazhu Fu, Joey Tianyi Zhou:
Trusted Multi-View Classification. CoRR abs/2102.02051 (2021) - [i48]Hao Zhang, Aixin Sun, Wei Jing, Liangli Zhen, Joey Tianyi Zhou, Rick Siow Mong Goh:
Natural Language Video Localization: A Revisit in Span-based Question Answering Framework. CoRR abs/2102.13558 (2021) - [i47]Tian Huang, Tao Luo, Ming Yan, Joey Tianyi Zhou, Rick Siow Mong Goh:
RCT: Resource Constrained Training for Edge AI. CoRR abs/2103.14493 (2021) - [i46]Xinke Li, Zhirui Chen, Yue Zhao, Zekun Tong, Yabang Zhao, Andrew Lim, Joey Tianyi Zhou:
PointBA: Towards Backdoor Attacks in 3D Point Cloud. CoRR abs/2103.16074 (2021) - [i45]Hao Zhang, Aixin Sun, Wei Jing, Guoshun Nan, Liangli Zhen, Joey Tianyi Zhou, Rick Siow Mong Goh:
Video Corpus Moment Retrieval with Contrastive Learning. CoRR abs/2105.06247 (2021) - [i44]Zhehui Wang, Xiaozhe Gu, Rick Siow Mong Goh, Joey Tianyi Zhou, Tao Luo:
Efficient Spiking Neural Networks with Radix Encoding. CoRR abs/2105.06943 (2021) - [i43]Hao Zhang, Aixin Sun, Wei Jing, Liangli Zhen, Joey Tianyi Zhou, Rick Siow Mong Goh:
Parallel Attention Network with Sequence Matching for Video Grounding. CoRR abs/2105.08481 (2021) - [i42]Gabriel Tjio, Ping Liu, Joey Tianyi Zhou, Rick Siow Mong Goh:
Adversarial Semantic Hallucination for Domain Generalized Semantic Segmentation. CoRR abs/2106.04144 (2021) - [i41]Heng Zhao, Joey Tianyi Zhou, Yew-Soon Ong:
Word2Pix: Word to Pixel Cross Attention Transformer in Visual Grounding. CoRR abs/2108.00205 (2021) - [i40]Jiawei Du, Hanshu Yan, Jiashi Feng, Joey Tianyi Zhou, Liangli Zhen, Rick Siow Mong Goh, Vincent Y. F. Tan:
Efficient Sharpness-aware Minimization for Improved Training of Neural Networks. CoRR abs/2110.03141 (2021) - [i39]Hao Zhang, Aixin Sun, Wei Jing, Joey Tianyi Zhou:
Towards Debiasing Temporal Sentence Grounding in Video. CoRR abs/2111.04321 (2021) - [i38]Huan Ma, Zongbo Han, Changqing Zhang, Huazhu Fu, Joey Tianyi Zhou, Qinghua Hu:
Trustworthy Multimodal Regression with Mixture of Normal-inverse Gamma Distributions. CoRR abs/2111.08456 (2021) - 2020
- [j23]Yujiao Tang, Zhiwen Fang, Shaofeng Yuan, Chang'an A. Zhan, Yanyan Xing, Joey Tianyi Zhou, Feng Yang:
iMSCGnet: Iterative Multi-Scale Context-Guided Segmentation of Skin Lesion in Dermoscopic Images. IEEE Access 8: 39700-39712 (2020) - [j22]Yang Wang, Meng Fang, Joey Tianyi Zhou, Tingting Mu, Dacheng Tao:
Big Cross-Modal Social Media Data Analytics With Deep Intelligence. IEEE Multim. 27(4): 6-8 (2020) - [j21]Zhao Kang, Guoxin Shi, Shudong Huang, Wenyu Chen, Xiaorong Pu, Joey Tianyi Zhou, Zenglin Xu:
Multi-graph fusion for multi-view spectral clustering. Knowl. Based Syst. 189 (2020) - [j20]Zhao Kang, Xinjia Zhao, Chong Peng, Hongyuan Zhu, Joey Tianyi Zhou, Xi Peng, Wenyu Chen, Zenglin Xu:
Partition level multiview subspace clustering. Neural Networks 122: 279-288 (2020) - [j19]Joey Tianyi Zhou, Le Zhang, Zhiwen Fang, Jiawei Du, Xi Peng, Yang Xiao:
Attention-Driven Loss for Anomaly Detection in Video Surveillance. IEEE Trans. Circuits Syst. Video Technol. 30(12): 4639-4647 (2020) - [j18]Guilei Hu, Yang Xiao, Zhiguo Cao, Lubin Meng, Zhiwen Fang, Joey Tianyi Zhou, Junsong Yuan:
Towards Real-Time Eyeblink Detection in the Wild: Dataset, Theory and Practices. IEEE Trans. Inf. Forensics Secur. 15: 2194-2208 (2020) - [j17]Boyun Li, Yuanbiao Gou, Jerry Zitao Liu, Hongyuan Zhu, Joey Tianyi Zhou, Xi Peng:
Zero-Shot Image Dehazing. IEEE Trans. Image Process. 29: 8457-8466 (2020) - [j16]Joey Tianyi Zhou, Hao Zhang, Di Jin, Xi Peng, Yang Xiao, Zhiguo Cao:
RoSeq: Robust Sequence Labeling. IEEE Trans. Neural Networks Learn. Syst. 31(7): 2304-2314 (2020) - [j15]Xi Peng, Hongyuan Zhu, Jiashi Feng, Chunhua Shen, Haixian Zhang, Joey Tianyi Zhou:
Deep Clustering With Sample-Assignment Invariance Prior. IEEE Trans. Neural Networks Learn. Syst. 31(11): 4857-4868 (2020) - [j14]Xi Peng, Jiashi Feng, Joey Tianyi Zhou, Yingjie Lei, Shuicheng Yan:
Deep Subspace Clustering. IEEE Trans. Neural Networks Learn. Syst. 31(12): 5509-5521 (2020) - [c34]Yu Cao, Meng Fang, Baosheng Yu, Joey Tianyi Zhou:
Unsupervised Domain Adaptation on Reading Comprehension. AAAI 2020: 7480-7487 - [c33]Di Jin, Zhijing Jin, Joey Tianyi Zhou, Peter Szolovits:
Is BERT Really Robust? A Strong Baseline for Natural Language Attack on Text Classification and Entailment. AAAI 2020: 8018-8025 - [c32]Di Jin, Zhijing Jin, Joey Tianyi Zhou, Lisa Orii, Peter Szolovits:
Hooks in the Headline: Learning to Generate Headlines with Controlled Styles. ACL 2020: 5082-5093 - [c31]Hao Zhang, Aixin Sun, Wei Jing, Joey Tianyi Zhou:
Span-based Localizing Network for Natural Language Video Localization. ACL 2020: 6543-6554 - [c30]Ming Yan, Hao Zhang, Di Jin, Joey Tianyi Zhou:
Multi-source Meta Transfer for Low Resource Multiple-Choice Question Answering. ACL 2020: 7331-7341 - [c29]Yancheng Wang, Yang Xiao, Fu Xiong, Wenxiang Jiang, Zhiguo Cao, Joey Tianyi Zhou, Junsong Yuan:
3DV: 3D Dynamic Voxel for Action Recognition in Depth Video. CVPR 2020: 508-517 - [c28]Zhong Yang, Yuanwei Liu, Yue Chen, Joey Tianyi Zhou:
Deep Reinforcement Learning for RIS-Aided Non-Orthogonal Multiple Access Downlink Networks. GLOBECOM 2020: 1-6 - [c27]Tian Huang, Tao Luo, Joey Tianyi Zhou:
Adaptive Precision Training for Resource Constrained Devices. ICDCS 2020: 1403-1408 - [c26]Zhiyuan Zha, Xin Yuan, Joey Tianyi Zhou, Jiantao Zhou, Bihan Wen, Ce Zhu:
The Power Of Triply Complementary Priors For Image Compressive Sensing. ICIP 2020: 983-987 - [c25]Jiawei Du, Hu Zhang, Joey Tianyi Zhou, Yi Yang, Jiashi Feng:
Query-efficient Meta Attack to Deep Neural Networks. ICLR 2020 - [c24]Nana Hou, Chenglin Xu, Van Tung Pham, Joey Tianyi Zhou, Eng Siong Chng, Haizhou Li:
Speaker and Phoneme-Aware Speech Bandwidth Extension with Residual Dual-Path Network. INTERSPEECH 2020: 4064-4068 - [c23]Nana Hou, Chenglin Xu, Joey Tianyi Zhou, Eng Siong Chng, Haizhou Li:
Multi-Task Learning for End-to-End Noise-Robust Bandwidth Extension. INTERSPEECH 2020: 4069-4073 - [c22]Zhenyu Huang, Peng Hu, Joey Tianyi Zhou, Jiancheng Lv, Xi Peng:
Partially View-aligned Clustering. NeurIPS 2020 - [c21]Yunqiu Xu, Meng Fang, Ling Chen, Yali Du, Joey Tianyi Zhou, Chengqi Zhang:
Deep Reinforcement Learning with Stacked Hierarchical Attention for Text-based Games. NeurIPS 2020 - [i37]Di Jin, Zhijing Jin, Joey Tianyi Zhou, Peter Szolovits:
Unsupervised Domain Adaptation for Neural Machine Translation with Iterative Back Translation. CoRR abs/2001.08140 (2020) - [i36]Chi Zhang, Yong Sheng Soh, Ling Feng, Tianyi Zhou, Qianxiao Li:
Collaborative Inference for Efficient Remote Monitoring. CoRR abs/2002.04759 (2020) - [i35]Di Jin, Zhijing Jin, Joey Tianyi Zhou, Lisa Orii, Peter Szolovits:
Hooks in the Headline: Learning to Generate Headlines with Controlled Styles. CoRR abs/2004.01980 (2020) - [i34]Joey Tianyi Zhou, Xi Peng, Yew-Soon Ong:
Heterogeneous Representation Learning: A Review. CoRR abs/2004.13303 (2020) - [i33]Hao Zhang, Aixin Sun, Wei Jing, Joey Tianyi Zhou:
Span-based Localizing Network for Natural Language Video Localization. CoRR abs/2004.13931 (2020) - [i32]Jiawei Du, Hanshu Yan, Joey Tianyi Zhou, Rick Siow Mong Goh, Jiashi Feng:
RAIN: Robust and Accurate Classification Networks with Randomization and Enhancement. CoRR abs/2004.14798 (2020) - [i31]Yancheng Wang, Yang Xiao, Fu Xiong, Wenxiang Jiang, Zhiguo Cao, Joey Tianyi Zhou, Junsong Yuan:
3DV: 3D Dynamic Voxel for Action Recognition in Depth Video. CoRR abs/2005.05501 (2020) - [i30]Zhiyuan Zha, Xin Yuan, Joey Tianyi Zhou, Jiantao Zhou, Bihan Wen, Ce Zhu:
The Power of Triply Complementary Priors for Image Compressive Sensing. CoRR abs/2005.07902 (2020) - [i29]Ping Liu, Yunchao Wei, Zibo Meng, Weihong Deng, Joey Tianyi Zhou, Yi Yang:
Omni-supervised Facial Expression Recognition: A Simple Baseline. CoRR abs/2005.08551 (2020) - [i28]Zhehui Wang, Tao Luo, Joey Tianyi Zhou, Rick Siow Mong Goh:
EDCompress: Energy-Aware Model Compression with Dataflow. CoRR abs/2006.04588 (2020) - [i27]Boyun Li, Yuanbiao Gou, Shuhang Gu, Jerry Zitao Liu, Joey Tianyi Zhou, Xi Peng:
You Only Look Yourself: Unsupervised and Untrained Single Image Dehazing Neural Network. CoRR abs/2006.16829 (2020) - [i26]Fu Xiong, Yang Xiao, Zhiguo Cao, Yancheng Wang, Joey Tianyi Zhou, Jianxi Wu:
ECML: An Ensemble Cascade Metric Learning Mechanism towards Face Verification. CoRR abs/2007.05720 (2020) - [i25]Hao Cheng, Joey Tianyi Zhou, Wee Peng Tay, Bihan Wen:
Attentive Graph Neural Networks for Few-Shot Learning. CoRR abs/2007.06878 (2020) - [i24]Ping Liu, Yuewei Lin, Zibo Meng, Weihong Deng, Joey Tianyi Zhou, Yi Yang:
Point Adversarial Self Mining: A Simple Method for Facial Expression Recognition in the Wild. CoRR abs/2008.11401 (2020) - [i23]Yunfan Li, Peng Hu, Zitao Liu, Dezhong Peng, Joey Tianyi Zhou, Xi Peng:
Contrastive Clustering. CoRR abs/2009.09687 (2020) - [i22]Hao Zhang, Joey Tianyi Zhou, Tianying Wang, Ivor W. Tsang, Rick Siow Mong Goh:
Deep N-ary Error Correcting Output Codes. CoRR abs/2009.10465 (2020) - [i21]Ming Yan, Xueli Xiao, Joey Tianyi Zhou, Yi Pan:
Deep Neural Networks with Short Circuits for Improved Gradient Learning. CoRR abs/2009.11719 (2020) - [i20]Yunqiu Xu, Meng Fang, Ling Chen, Yali Du, Joey Tianyi Zhou, Chengqi Zhang:
Deep Reinforcement Learning with Stacked Hierarchical Attention for Text-based Games. CoRR abs/2010.11655 (2020) - [i19]Changqing Zhang, Yajie Cui, Zongbo Han, Joey Tianyi Zhou, Huazhu Fu, Qinghua Hu:
Deep Partial Multi-View Learning. CoRR abs/2011.06170 (2020) - [i18]Tian Huang, Tao Luo, Joey Tianyi Zhou:
Adaptive Precision Training for Resource Constrained Devices. CoRR abs/2012.12775 (2020)
2010 – 2019
- 2019
- [j13]Joey Tianyi Zhou, Sinno Jialin Pan, Ivor W. Tsang:
A deep learning framework for Hybrid Heterogeneous Transfer Learning. Artif. Intell. 275: 310-328 (2019) - [j12]Yang Xiao, Jun Chen, Yancheng Wang, Zhiguo Cao, Joey Tianyi Zhou, Xiang Bai:
Action recognition for depth video using multi-view dynamic images. Inf. Sci. 480: 287-304 (2019) - [j11]Joey Tianyi Zhou, Ivor W. Tsang, Sinno Jialin Pan, Mingkui Tan:
Multi-class Heterogeneous Domain Adaptation. J. Mach. Learn. Res. 20: 57:1-57:31 (2019) - [j10]Joey Tianyi Zhou, Ivor W. Tsang, Shen-Shyang Ho, Klaus-Robert Müller:
N-ary decomposition for multi-class classification. Mach. Learn. 108(5): 809-830 (2019) - [j9]Zhenyu Huang, Hongyuan Zhu, Joey Tianyi Zhou, Xi Peng:
Multiple Marginal Fisher Analysis. IEEE Trans. Ind. Electron. 66(12): 9798-9807 (2019) - [j8]Joey Tianyi Zhou, Jiawei Du, Hongyuan Zhu, Xi Peng, Yong Liu, Rick Siow Mong Goh:
AnomalyNet: An Anomaly Detection Network for Video Surveillance. IEEE Trans. Inf. Forensics Secur. 14(10): 2537-2550 (2019) - [j7]Joey Tianyi Zhou, Meng Fang, Hao Zhang, Chen Gong, Xi Peng, Zhiguo Cao, Rick Siow Mong Goh:
Learning With Annotation of Various Degrees. IEEE Trans. Neural Networks Learn. Syst. 30(9): 2794-2804 (2019) - [j6]Bo Han, Ivor W. Tsang, Ling Chen, Joey Tianyi Zhou, Celina Ping Yu:
Beyond Majority Voting: A Coarse-to-Fine Label Filtration for Heavily Noisy Labels. IEEE Trans. Neural Networks Learn. Syst. 30(12): 3774-3787 (2019) - [c20]Le Hui, Xiang Li, Chen Gong, Meng Fang, Joey Tianyi Zhou, Jian Yang:
Inter-Class Angular Loss for Convolutional Neural Networks. AAAI 2019: 3894-3901 - [c19]Hongyuan Zhu, Xi Peng, Joey Tianyi Zhou, Songfan Yang, Vijay Chanderasekh, Liyuan Li, Joo-Hwee Lim:
Singe Image Rain Removal with Unpaired Information: A Differentiable Programming Perspective. AAAI 2019: 9332-9339 - [c18]Joey Tianyi Zhou, Hao Zhang, Di Jin, Hongyuan Zhu, Meng Fang, Rick Siow Mong Goh, Kenneth Kwok:
Dual Adversarial Neural Transfer for Low-Resource Named Entity Recognition. ACL (1) 2019: 3461-3471 - [c17]Fu Xiong, Boshen Zhang, Yang Xiao, Zhiguo Cao, Taidong Yu, Joey Tianyi Zhou, Junsong Yuan:
A2J: Anchor-to-Joint Regression Network for 3D Articulated Pose Estimation From a Single Depth Image. ICCV 2019: 793-802 - [c16]Ruihuang Li, Changqing Zhang, Huazhu Fu, Xi Peng, Joey Tianyi Zhou, Qinghua Hu:
Reciprocal Multi-Layer Subspace Learning for Multi-View Clustering. ICCV 2019: 8171-8179 - [c15]Xi Peng, Zhenyu Huang, Jiancheng Lv, Hongyuan Zhu, Joey Tianyi Zhou:
COMIC: Multi-view Clustering Without Parameter Selection. ICML 2019: 5092-5101 - [c14]Zhenyu Huang, Joey Tianyi Zhou, Xi Peng, Changqing Zhang, Hongyuan Zhu, Jiancheng Lv:
Multi-view Spectral Clustering Network. IJCAI 2019: 2563-2569 - [c13]Changqing Zhang, Zongbo Han, Yajie Cui, Huazhu Fu, Joey Tianyi Zhou, Qinghua Hu:
CPM-Nets: Cross Partial Multi-View Networks. NeurIPS 2019: 557-567 - [i17]Guilei Hu, Yang Xiao, Zhiguo Cao, Lubin Meng, Zhiwen Fang, Joey Tianyi Zhou:
Towards Real-time Eyeblink Detection in The Wild: Dataset, Theory and Practices. CoRR abs/1902.07891 (2019) - [i16]Jiawei Du, Hu Zhang, Joey Tianyi Zhou, Yi Yang, Jiashi Feng:
Query-efficient Meta Attack to Deep Neural Networks. CoRR abs/1906.02398 (2019) - [i15]Di Jin, Zhijing Jin, Joey Tianyi Zhou, Peter Szolovits:
Is BERT Really Robust? Natural Language Attack on Text Classification and Entailment. CoRR abs/1907.11932 (2019) - [i14]Le Zhang, Zenglin Shi, Ming-Ming Cheng, Yun Liu, Jia-Wang Bian, Joey Tianyi Zhou, Guoyan Zheng, Zeng Zeng:
Robust Regression via Deep Negative Correlation Learning. CoRR abs/1908.09066 (2019) - [i13]Fu Xiong, Boshen Zhang, Yang Xiao, Zhiguo Cao, Taidong Yu, Joey Tianyi Zhou, Junsong Yuan:
A2J: Anchor-to-Joint Regression Network for 3D Articulated Pose Estimation from a Single Depth Image. CoRR abs/1908.09999 (2019) - [i12]Zhao Kang, Guoxin Shi, Shudong Huang, Wenyu Chen, Xiaorong Pu, Joey Tianyi Zhou, Zenglin Xu:
Multi-graph Fusion for Multi-view Spectral Clustering. CoRR abs/1909.06940 (2019) - [i11]Yu Cao, Meng Fang, Baosheng Yu, Joey Tianyi Zhou:
Unsupervised Domain Adaptation on Reading Comprehension. CoRR abs/1911.06137 (2019) - [i10]Le Zhang, Zenglin Shi, Joey Tianyi Zhou, Ming-Ming Cheng, Yun Liu, Jia-Wang Bian, Zeng Zeng, Chunhua Shen:
Ordered or Orderless: A Revisit for Video based Person Re-Identification. CoRR abs/1912.11236 (2019) - 2018
- [j5]Nan Hu, Jinghui Zhong, Joey Tianyi Zhou, Suiping Zhou, Wentong Cai, Christopher P. Monterola:
Guide them through: An automatic crowd control framework using multi-objective genetic programming. Appl. Soft Comput. 66: 90-103 (2018) - [j4]Sharath Chandra Guntuku, Joey Tianyi Zhou, Sujoy Roy, Weisi Lin, Ivor W. Tsang:
'Who Likes What and, Why?' Insights into Modeling Users' Personality Based on Image 'Likes'. IEEE Trans. Affect. Comput. 9(1): 130-143 (2018) - [j3]Xi Peng, Jiashi Feng, Shijie Xiao, Wei-Yun Yau, Joey Tianyi Zhou, Songfan Yang:
Structured AutoEncoders for Subspace Clustering. IEEE Trans. Image Process. 27(10): 5076-5086 (2018) - [j2]Joey Tianyi Zhou, Heng Zhao, Xi Peng, Meng Fang, Zheng Qin, Rick Siow Mong Goh:
Transfer Hashing: From Shallow to Deep. IEEE Trans. Neural Networks Learn. Syst. 29(12): 6191-6201 (2018) - [c12]Joey Tianyi Zhou, Kai Di, Jiawei Du, Xi Peng, Hao Yang, Sinno Jialin Pan, Ivor W. Tsang, Yong Liu, Zheng Qin, Rick Siow Mong Goh:
SC2Net: Sparse LSTMs for Sparse Coding. AAAI 2018: 4588-4595 - [c11]Wei Jing, Joey Tianyi Zhou, Fei Gao, Yong Liu, Pey Yuen Tao, Guilin Yang:
A Learning-based Approach for Error Compensation of Industrial Manipulator with Hybrid Model. ICARCV 2018: 216-221 - [i9]Yang Xiao, Jun Chen, Zhiguo Cao, Joey Tianyi Zhou, Xiang Bai:
Action Recognition for Depth Video using Multi-view Dynamic Images. CoRR abs/1806.11269 (2018) - [i8]Fu Xiong, Yang Xiao, Zhiguo Cao, Kaicheng Gong, Zhiwen Fang, Joey Tianyi Zhou:
Towards Good Practices on Building Effective CNN Baseline Model for Person Re-identification. CoRR abs/1807.11042 (2018) - [i7]Xi Peng, Joey Tianyi Zhou, Hongyuan Zhu:
k-meansNet: When k-means Meets Differentiable Programming. CoRR abs/1808.07292 (2018) - 2017
- [c10]Hao Yang, Joey Tianyi Zhou, Jianfei Cai, Yew-Soon Ong:
MIML-FCN+: Multi-Instance Multi-Label Learning via Fully Convolutional Networks with Privileged Information. CVPR 2017: 5996-6004 - [i6]Hao Yang, Joey Tianyi Zhou, Jianfei Cai, Yew-Soon Ong:
MIML-FCN+: Multi-instance Multi-label Learning via Fully Convolutional Networks with Privileged Information. CoRR abs/1702.08681 (2017) - 2016
- [j1]Sharath Chandra Guntuku, Joey Tianyi Zhou, Sujoy Roy, Weisi Lin, Ivor W. Tsang:
Understanding Deep Representations Learned in Modeling Users Likes. IEEE Trans. Image Process. 25(8): 3762-3774 (2016) - [c9]Joey Tianyi Zhou, Sinno Jialin Pan, Ivor W. Tsang, Shen-Shyang Ho:
Transfer Learning for Cross-Language Text Categorization through Active Correspondences Construction. AAAI 2016: 2400-2406 - [c8]Hao Yang, Joey Tianyi Zhou, Yu Zhang, Bin-Bin Gao, Jianxin Wu, Jianfei Cai:
Exploit Bounding Box Annotations for Multi-Label Object Recognition. CVPR 2016: 280-288 - [c7]Hao Yang, Joey Tianyi Zhou, Jianfei Cai:
Improving Multi-label Learning with Missing Labels by Structured Semantic Correlations. ECCV (1) 2016: 835-851 - [c6]Joey Tianyi Zhou, Xinxing Xu, Sinno Jialin Pan, Ivor W. Tsang, Zheng Qin, Rick Siow Mong Goh:
Transfer Hashing with Privileged Information. IJCAI 2016: 2414-2420 - [i5]Joey Tianyi Zhou, Ivor W. Tsang, Shen-Shyang Ho, Klaus-Robert Müller:
N-ary Error Correcting Coding Scheme. CoRR abs/1603.05850 (2016) - [i4]Xinxing Xu, Joey Tianyi Zhou, Ivor W. Tsang, Zheng Qin, Rick Siow Mong Goh, Yong Liu:
Simple and Efficient Learning using Privileged Information. CoRR abs/1604.01518 (2016) - [i3]Joey Tianyi Zhou, Xinxing Xu, Sinno Jialin Pan, Ivor W. Tsang, Zheng Qin, Rick Siow Mong Goh:
Transfer Hashing with Privileged Information. CoRR abs/1605.04034 (2016) - [i2]Hao Yang, Joey Tianyi Zhou, Jianfei Cai:
Improving Multi-label Learning with Missing Labels by Structured Semantic Correlations. CoRR abs/1608.01441 (2016) - 2015
- [b1]Joey Tianyi Zhou:
New approaches for heterogeneous transfer learning. Nanyang Technological University, Singapore, 2015 - [i1]Hao Yang, Joey Tianyi Zhou, Yu Zhang, Bin-Bin Gao, Jianxin Wu, Jianfei Cai:
Can Partial Strong Labels Boost Multi-label Object Recognition? CoRR abs/1504.05843 (2015) - 2014
- [c5]Joey Tianyi Zhou, Sinno Jialin Pan, Ivor W. Tsang, Yan Yan:
Hybrid Heterogeneous Transfer Learning through Deep Learning. AAAI 2014: 2213-2220 - [c4]Sharath Chandra Guntuku, Joey Tianyi Zhou, Sujoy Roy, Weisi Lin, Ivor W. Tsang:
Deep Representations to Model User 'Likes'. ACCV (1) 2014: 3-18 - [c3]Joey Tianyi Zhou, Ivor W. Tsang, Sinno Jialin Pan, Mingkui Tan:
Heterogeneous Domain Adaptation for Multiple Classes. AISTATS 2014: 1095-1103 - [c2]Ping Liu, Joey Tianyi Zhou, Ivor Wai-Hung Tsang, Zibo Meng, Shizhong Han, Yan Tong:
Feature Disentangling Machine - A Novel Approach of Feature Selection and Disentangling in Facial Expression Analysis. ECCV (4) 2014: 151-166 - 2012
- [c1]Joey Tianyi Zhou, Sinno Jialin Pan, Qi Mao, Ivor W. Tsang:
Multi-view Positive and Unlabeled Learning. ACML 2012: 555-570
Coauthor Index
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