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Hongyuan Zhu 0002

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affiliation: A*STAR, Fusionopolis, Singapore

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2025
[j41]
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Muli Yang, Jie Yin, Yanan Gu, Cheng Deng, Hanwang Zhang, Hongyuan Zhu:
Consistent Prompt Tuning for Generalized Category Discovery. Int. J. Comput. Vis. 133(7): 4014-4041 (2025)
[j40]
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Muli Yang, Jie Yin, Yanan Gu, Cheng Deng, Hanwang Zhang, Hongyuan Zhu:
Correction: Consistent Prompt Tuning for Generalized Category Discovery. Int. J. Comput. Vis. 133(8): 5872-5881 (2025)
[j39]
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Yu Zhang, Tao Zhang, Hongyuan Zhu, Zihan Chen, Siya Mi, Xi Peng, Xin Geng:
Object Adaptive Self-Supervised Dense Visual Pre-Training. IEEE Trans. Image Process. 34: 2228-2240 (2025)
[j38]
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Huaiyuan Qin, Muli Yang, Siyuan Hu, Peng Hu, Yu Zhang, Chen Gong, Hongyuan Zhu:
Beyond Instance Consistency: Investigating View Diversity in Self-supervised Learning. Trans. Mach. Learn. Res. 2025 (2025)
[j37]
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Mingsheng Li, Sijin Chen, Shengji Tang, Hongyuan Zhu, Yanyan Fang, Xin Chen, Zhuoyuan Li, Fukun Yin, Tao Chen:
WI3D: Weakly Incremental 3D Detection via Vision Foundation Models. IEEE Trans. Multim. 27: 6273-6283 (2025)
[j36]
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Ke Xu, Jiangtao Wang, Hongyuan Zhu, Dingchang Zheng:
Evaluating Self-Supervised Learning for WiFi CSI-Based Human Activity Recognition. ACM Trans. Sens. Networks 21(2): 21:1-21:38 (2025)
2024
[j35]
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Peng Guo, Hongyuan Zhu, Hancheng Ye, Taihao Li, Tao Chen:
Revisiting 3D visual grounding with Context-aware Feature Aggregation. Neurocomputing 601: 128195 (2024)
[j34]
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Sijin Chen, Hongyuan Zhu, Mingsheng Li, Xin Chen, Peng Guo, Yinjie Lei, Gang Yu, Taihao Li, Tao Chen:
Vote2Cap-DETR++: Decoupling Localization and Describing for End-to-End 3D Dense Captioning. IEEE Trans. Pattern Anal. Mach. Intell. 46(11): 7331-7347 (2024)
[j33]
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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)
[j32]
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Haoyang Peng, Baopu Li, Bo Zhang, Xin Chen, Tao Chen, Hongyuan Zhu:
Multi-View Vision Fusion Network: Can 2D Pre-Trained Model Boost 3D Point Cloud Data-Scarce Learning? IEEE Trans. Circuits Syst. Video Technol. 34(7): 5951-5962 (2024)
[j31]
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Peng Hu, Liangli Zhen, Xi Peng, Hongyuan Zhu, Jie Lin, Xu Wang, Dezhong Peng:
Deep Supervised Multi-View Learning With Graph Priors. IEEE Trans. Image Process. 33: 123-133 (2024)
[j30]
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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)
2023
[j29]
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Chuangguan Ye, Hongyuan Zhu, Bo Zhang, Tao Chen:
A Closer Look at Few-Shot 3D Point Cloud Classification. Int. J. Comput. Vis. 131(3): 772-795 (2023)
[j28]
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Peng Hu, Hongyuan Zhu, Jie Lin, Dezhong Peng, Yin-Ping Zhao, Xi Peng:
Unsupervised Contrastive Cross-Modal Hashing. IEEE Trans. Pattern Anal. Mach. Intell. 45(3): 3877-3889 (2023)
[j27]
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Zihan Chen, Hongyuan Zhu, Hao Cheng, Siya Mi, Yu Zhang, Xin Geng:
LPCL: Localized prominence contrastive learning for self-supervised dense visual pre-training. Pattern Recognit. 135: 109185 (2023)
[j26]
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Yu Zhang, Junjie Zhao, Zhengjie Chen, Siya Mi, Hongyuan Zhu, Xin Geng:
A Closer Look at Video Sampling for Sequential Action Recognition. IEEE Trans. Circuits Syst. Video Technol. 33(12): 7503-7514 (2023)
[j25]
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Ke Xu, Jiangtao Wang, Le Zhang, Hongyuan Zhu, Dingchang Zheng:
Dual-Stream Contrastive Learning for Channel State Information Based Human Activity Recognition. IEEE J. Biomed. Health Informatics 27(1): 329-338 (2023)
2022
[j24]
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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)
[j23]
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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)
[j22]
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Yongbin Liao, Hongyuan Zhu, Yanggang Zhang, Chuangguan Ye, Tao Chen, Jiayuan Fan:
Point Cloud Instance Segmentation With Semi-Supervised Bounding-Box Mining. IEEE Trans. Pattern Anal. Mach. Intell. 44(12): 10159-10170 (2022)
[j21]
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En Yen Puang, Hao Zhang, Hongyuan Zhu, Wei Jing:
Hierarchical Point Cloud Encoding and Decoding With Lightweight Self-Attention Based Model. IEEE Robotics Autom. Lett. 7(2): 4542-4549 (2022)
[j20]
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Peng Hu, Xi Peng, Hongyuan Zhu, Liangli Zhen, Jie Lin, Huaibai Yan, Dezhong Peng:
Deep Semisupervised Multiview Learning With Increasing Views. IEEE Trans. Cybern. 52(12): 12954-12965 (2022)
[j19]
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Jiafei Duan, Samson Yu, Hui Li Tan, Hongyuan Zhu, Cheston Tan:
A Survey of Embodied AI: From Simulators to Research Tasks. IEEE Trans. Emerg. Top. Comput. Intell. 6(2): 230-244 (2022)
2021
[j18]
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Hui Li Tan, Hongyuan Zhu, Joo-Hwee Lim, Cheston Tan:
A comprehensive survey of procedural video datasets. Comput. Vis. Image Underst. 202: 103107 (2021)
[j17]
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Peng Hu, Xi Peng, Hongyuan Zhu, Jie Lin, Liangli Zhen, Wei Wang, Dezhong Peng:
Cross-modal discriminant adversarial network. Pattern Recognit. 112: 107734 (2021)
[j16]
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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)
[j15]
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Peng Hu, Xi Peng, Hongyuan Zhu, Jie Lin, Liangli Zhen, Dezhong Peng:
Joint Versus Independent Multiview Hashing for Cross-View Retrieval. IEEE Trans. Cybern. 51(10): 4982-4993 (2021)
[j14]
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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)
2020
[j13]
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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)
[j12]
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Fen Fang, Liyuan Li, Ying Gu, Hongyuan Zhu, Joo-Hwee Lim:
A novel hybrid approach for crack detection. Pattern Recognit. 107: 107474 (2020)
[j11]
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Mang Ye, Yi Cheng, Xiangyuan Lan, Hongyuan Zhu:
Improving Night-Time Pedestrian Retrieval With Distribution Alignment and Contextual Distance. IEEE Trans. Ind. Informatics 16(1): 615-624 (2020)
[j10]
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Anran Wang, Anh Tuan Luu, Chuan-Sheng Foo, Hongyuan Zhu, Yi Tay, Vijay Chandrasekhar:
Holistic Multi-Modal Memory Network for Movie Question Answering. IEEE Trans. Image Process. 29: 489-499 (2020)
[j9]
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Fen Fang, Liyuan Li, Hongyuan Zhu, Joo-Hwee Lim:
Combining Faster R-CNN and Model-Driven Clustering for Elongated Object Detection. IEEE Trans. Image Process. 29: 2052-2065 (2020)
[j8]
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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)
[j7]
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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)
2019
[j6]
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Zhao Kang, Honghui Xu, Boyu Wang, Hongyuan Zhu, Zenglin Xu:
Clustering with similarity preserving. Neurocomputing 365: 211-218 (2019)
[j5]
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Zhenyu Huang, Hongyuan Zhu, Joey Tianyi Zhou, Xi Peng:
Multiple Marginal Fisher Analysis. IEEE Trans. Ind. Electron. 66(12): 9798-9807 (2019)
[j4]
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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)
2016
[j3]
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Hongyuan Zhu, Fanman Meng, Jianfei Cai, Shijian Lu:
Beyond pixels: A comprehensive survey from bottom-up to semantic image segmentation and cosegmentation. J. Vis. Commun. Image Represent. 34: 12-27 (2016)
[j2]
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Hongyuan Zhu, Jiangbo Lu, Jianfei Cai, Jianmin Zheng, Shijian Lu, Nadia Magnenat-Thalmann:
Multiple Human Identification and Cosegmentation: A Human-Oriented CRF Approach With Poselets. IEEE Trans. Multim. 18(8): 1516-1530 (2016)
2013
[j1]
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Hongyuan Zhu, Jianmin Zheng, Jianfei Cai, Nadia Magnenat-Thalmann:
Object-Level Image Segmentation Using Low Level Cues. IEEE Trans. Image Process. 22(10): 4019-4027 (2013)

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2025
[c39]
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Xuemei Jia, Jiawei Du, Hui Wei, Ruinian Xue, Zheng Wang, Hongyuan Zhu, Jun Chen:
Balancing Privacy and Performance: A Many-in-One Approach for Image Anonymization. AAAI 2025: 17608-17616
2024
[c38]
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Zhijing Wan, Zhixiang Wang, Yuran Wang, Zheng Wang, Hongyuan Zhu, Shin'ichi Satoh:
Contributing Dimension Structure of Deep Feature for Coreset Selection. AAAI 2024: 9080-9088
[c37]
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Siyuan Hu, Zheng Wang, Peng Hu, Xi Peng, Jie Wu, Hongyuan Zhu, Yew Soon Ong:
PrefAce: Face-Centric Pretraining with Self-Structure Aware Distillation. AAAI 2024: 12538-12546
[c36]
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Sijin Chen, Xin Chen, Chi Zhang, Mingsheng Li, Gang Yu, Hao Fei, Hongyuan Zhu, Jiayuan Fan, Tao Chen:
LL3DA: Visual Interactive Instruction Tuning for Omni-3D Understanding, Reasoning, and Planning. CVPR 2024: 26418-26428
[c35]
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Mingsheng Li, Xin Chen, Chi Zhang, Sijin Chen, Hongyuan Zhu, Fukun Yin, Zhuoyuan Li, Gang Yu, Tao Chen:
M3DBench: Towards Omni 3D Assistant with Interleaved Multi-modal Instructions. ECCV (58) 2024: 41-59
[c34]
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Jialiang Tang, Shuo Chen, Gang Niu, Hongyuan Zhu, Joey Tianyi Zhou, Chen Gong, Masashi Sugiyama:
Direct Distillation Between Different Domains. ECCV (80) 2024: 154-172
[c33]
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Hongyuan Zhu, Jingkuan Song, Wu Liu, Dingwen Zhang, Wenbing Huang, Xin Wang:
HCMA'24: The 5th International Workshop on Human-centric Multimedia Analysis Summary. HCMA@MM 2024: 1-2
[c32]
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Zehan Huang, Fukun Yin, Jiayuan Fan, Xin Chen, Hongyuan Zhu, Bin Wang, Tao Chen:
G-Former: A Grouping Transformer for Weakly Supervised Point Cloud Segmentation. IJCNN 2024: 1-8
[c31]
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Changhao He, Hongyuan Zhu, Peng Hu, Xi Peng:
Robust Variational Contrastive Learning for Partially View-unaligned Clustering. ACM Multimedia 2024: 4167-4176
[c30]
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Yu Zhao, Hao Fei, Xiangtai Li, Libo Qin, Jiayi Ji, Hongyuan Zhu, Meishan Zhang, Min Zhang, Jianguo Wei:
Synergistic Dual Spatial-aware Generation of Image-to-text and Text-to-image. NeurIPS 2024
2023
[c29]
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Burak Satar, Hongyuan Zhu, Hanwang Zhang, Joo-Hwee Lim:
Towards Debiasing Frame Length Bias in Text-Video Retrieval via Causal Intervention. BMVC 2023: 650-658
[c28]
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Sijin Chen, Hongyuan Zhu, Xin Chen, Yinjie Lei, Gang Yu, Tao Chen:
End-to-End 3D Dense Captioning with Vote2Cap-DETR. CVPR 2023: 11124-11133
[c27]
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Yanglin Feng, Hongyuan Zhu, Dezhong Peng, Xi Peng, Peng Hu:
RONO: Robust Discriminative Learning with Noisy Labels for 2D-3D Cross-Modal Retrieval. CVPR 2023: 11610-11619
[c26]
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Yuanbiao Gou, Peng Hu, Jiancheng Lv, Hongyuan Zhu, Xi Peng:
Rethinking Image Super Resolution from Long-Tailed Distribution Learning Perspective. CVPR 2023: 14327-14336
[c25]
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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
[c24]
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Xiuchao Sui, Shaohua Li, Hong Yang, Hongyuan Zhu, Yan Wu:
Language Models can do Zero-Shot Visual Referring Expression Comprehension. Tiny Papers @ ICLR 2023
[c23]
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Yanglin Feng, Hongyuan Zhu, Dezhong Peng, Xi Peng, Peng Hu:
ROAD: Robust Unsupervised Domain Adaptation with Noisy Labels. ACM Multimedia 2023: 7264-7273
[c22]
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Jingkuan Song, Wu Liu, Xinchen Liu, Dingwen Zhang, Chaowei Fang, Hongyuan Zhu, Wenbing Huang, John Smith, Xin Wang:
HCMA '23: 4th International Workshop on Human-Centric Multimedia Analysis. ACM Multimedia 2023: 9734-9735
2022
[c21]
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Xiuchao Sui, Shaohua Li, Xue Geng, Yan Wu, Xinxing Xu, Yong Liu, Rick Siow Mong Goh, Hongyuan Zhu:
CRAFT: Cross-Attentional Flow Transformer for Robust Optical Flow. CVPR 2022: 17581-17590
[c20]
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Dingwen Zhang, Chaowei Fang, Wu Liu, Xinchen Liu, Jingkuan Song, Hongyuan Zhu, Wenbing Huang, John Smith:
HCMA'22: 3rd International Workshop on Human-Centric Multimedia Analysis. ACM Multimedia 2022: 7407-7409
[c19]
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Chuangguan Ye, Hongyuan Zhu, Yongbin Liao, Yanggang Zhang, Tao Chen, Jiayuan Fan:
What Makes for Effective Few-shot Point Cloud Classification? WACV 2022: 267-276
2021
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Peng Hu, Xi Peng, Hongyuan Zhu, Mohamed M. Sabry Aly, Jie Lin:
OPQ: Compressing Deep Neural Networks with One-shot Pruning-Quantization. AAAI 2021: 7780-7788
[c17]
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Peng Hu, Xi Peng, Hongyuan Zhu, Liangli Zhen, Jie Lin:
Learning Cross-Modal Retrieval With Noisy Labels. CVPR 2021: 5403-5413
[c16]
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Burak Satar, Hongyuan Zhu, Xavier Bresson, Joo Hwee Lim:
Semantic Role Aware Correlation Transformer For Text To Video Retrieval. ICIP 2021: 1334-1338
[c15]
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Ziqi Huang, Hongyuan Zhu, Ying Sun, Dongkyu Choi, Cheston Tan, Joo-Hwee Lim:
A Diagnostic Study Of Visual Question Answering With Analogical Reasoning. ICIP 2021: 2463-2467
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Yongbin Liao, Hongyuan Zhu, Tao Chen, Jiayuan Fan:
Spcr: semi-supervised point cloud instance segmentation with perturbation consistency regularization. ICIP 2021: 3113-3117
2020
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Peng Hu, Hongyuan Zhu, Xi Peng, Jie Lin:
Semi-Supervised Multi-Modal Learning with Balanced Spectral Decomposition. AAAI 2020: 99-106
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Yi Cheng, Hongyuan Zhu, Ying Sun, Cihan Acar, Wei Jing, Yan Wu, Liyuan Li, Cheston Tan, Joo-Hwee Lim:
6D Pose Estimation with Correlation Fusion. ICPR 2020: 2988-2994
2019
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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
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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
[c9]
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Xi Peng, Zhenyu Huang, Jiancheng Lv, Hongyuan Zhu, Joey Tianyi Zhou:
COMIC: Multi-view Clustering Without Parameter Selection. ICML 2019: 5092-5101
[c8]
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Zhenyu Huang, Joey Tianyi Zhou, Xi Peng, Changqing Zhang, Hongyuan Zhu, Jiancheng Lv:
Multi-view Spectral Clustering Network. IJCAI 2019: 2563-2569
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Tianying Wang, Hao Zhang, Wei Qi Toh, Hongyuan Zhu, Cheston Tan, Yan Wu, Yong Liu, Wei Jing:
Efficient Robotic Task Generalization Using Deep Model Fusion Reinforcement Learning. ROBIO 2019: 148-153
2018
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Hongyuan Zhu, Xi Peng, Vijay Chandrasekhar, Liyuan Li, Joo-Hwee Lim:
DehazeGAN: When Image Dehazing Meets Differential Programming. IJCAI 2018: 1234-1240
2015
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Hongyuan Zhu, Shijian Lu, Jianfei Cai, Guangqing Lee:
Diagnosing state-of-the-art object proposal methods. BMVC 2015: 11.1-11.12
2014
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Hongyuan Zhu, Jiangbo Lu, Jianfei Cai, Jianmin Zheng, Nadia Magnenat-Thalmann:
Poselet-based multiple human identification and cosegmentation. ICIP 2014: 1076-1080
[c3]
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Hongyuan Zhu, Jiangbo Lu, Jianfei Cai, Jianmin Zheng, Nadia Magnenat-Thalmann:
Multiple foreground recognition and cosegmentation: An object-oriented CRF model with robust higher-order potentials. WACV 2014: 485-492
2013
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Hongyuan Zhu, Jianfei Cai, Jianmin Zheng, Jianxin Wu, Nadia Magnenat-Thalmann:
Salient object cutout using Google images. ISCAS 2013: 905-908
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Anran Wang, Hongyuan Zhu, Jianfei Cai, Jianxin Wu:
Multi-class Cosegmentation with Pairwise Active Learning. PCM 2013: 69-78

Editorship

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2024
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Hongyuan Zhu, Jingkuan Song, Wu Liu, Dingwen Zhang, Wenbing Huang, Xin Wang:
Proceedings of the 5th International Workshop on Human-centric Multimedia Analysis, HCMA2024, Melbourne VIC, Australia, 28 October 2024- 1 November 2024. ACM 2024, ISBN 979-8-4007-1192-3 [contents]
2022
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Dingwen Zhang, Chaowei Fang, Wu Liu, Xinchen Liu, Jingkuan Song, Hongyuan Zhu, Wenbing Huang, John Smith:
HCMA@MM 2022: Proceedings of the 3rd International Workshop on Human-Centric Multimedia Analysis, Lisboa, Portugal, October 10, 2022. ACM 2022, ISBN 978-1-4503-9492-5 [contents]

Informal and Other Publications

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2025
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Chunlin Wen, Yu Zhang, Jie Fan, Hongyuan Zhu, Xiu-Shen Wei, Yijun Wang, Zhiqiang Kou, Shuzhou Sun:
Object-level Correlation for Few-Shot Segmentation. CoRR abs/2509.07917 (2025)
[i32]
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Huaiyuan Qin, Muli Yang, Siyuan Hu, Peng Hu, Yu Zhang, Chen Gong, Hongyuan Zhu:
Beyond Instance Consistency: Investigating View Diversity in Self-supervised Learning. CoRR abs/2509.11344 (2025)
2024
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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)
[i30]
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Zhijing Wan, Zhixiang Wang, Yuran Wang, Zheng Wang, Hongyuan Zhu, Shin'ichi Satoh:
Contributing Dimension Structure of Deep Feature for Coreset Selection. CoRR abs/2401.16193 (2024)
[i29]
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Yu Zhao, Hao Fei, Xiangtai Li, Libo Qin, Jiayi Ji, Hongyuan Zhu, Meishan Zhang, Min Zhang, Jianguo Wei:
Synergistic Dual Spatial-aware Generation of Image-to-Text and Text-to-Image. CoRR abs/2410.15312 (2024)
[i28]
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Haidong Xu, Meishan Zhang, Hao Ju, Zhedong Zheng, Hongyuan Zhu, Erik Cambria, Min Zhang, Hao Fei:
Towards Rich Emotions in 3D Avatars: A Text-to-3D Avatar Generation Benchmark. CoRR abs/2412.02508 (2024)
2023
[i27]
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Sijin Chen, Hongyuan Zhu, Xin Chen, Yinjie Lei, Tao Chen, Gang Yu:
End-to-End 3D Dense Captioning with Vote2Cap-DETR. CoRR abs/2301.02508 (2023)
[i26]
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Chuangguan Ye, Hongyuan Zhu, Bo Zhang, Tao Chen:
A Closer Look at Few-Shot 3D Point Cloud Classification. CoRR abs/2303.18210 (2023)
[i25]
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Chuangguan Ye, Hongyuan Zhu, Yongbin Liao, Yanggang Zhang, Tao Chen, Jiayuan Fan:
What Makes for Effective Few-shot Point Cloud Classification? CoRR abs/2304.00022 (2023)
[i24]
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Haoyang Peng, Baopu Li, Bo Zhang, Xin Chen, Tao Chen, Hongyuan Zhu:
Multi-view Vision-Prompt Fusion Network: Can 2D Pre-trained Model Boost 3D Point Cloud Data-scarce Learning? CoRR abs/2304.10224 (2023)
[i23]
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Burak Satar, Hongyuan Zhu, Hanwang Zhang, Joo Hwee Lim:
An Overview of Challenges in Egocentric Text-Video Retrieval. CoRR abs/2306.04345 (2023)
[i22]
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Ke Xu, Jiangtao Wang, Hongyuan Zhu, Dingchang Zheng:
Self-Supervised Learning for WiFi CSI-Based Human Activity Recognition: A Systematic Study. CoRR abs/2308.02412 (2023)
[i21]
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Sijin Chen, Hongyuan Zhu, Mingsheng Li, Xin Chen, Peng Guo, Yinjie Lei, Gang Yu, Taihao Li, Tao Chen:
Vote2Cap-DETR++: Decoupling Localization and Describing for End-to-End 3D Dense Captioning. CoRR abs/2309.02999 (2023)
[i20]
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Burak Satar, Hongyuan Zhu, Hanwang Zhang, Joo Hwee Lim:
Towards Debiasing Frame Length Bias in Text-Video Retrieval via Causal Intervention. CoRR abs/2309.09311 (2023)
[i19]
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Ke Xu, Jiangtao Wang, Hongyuan Zhu, Dingchang Zheng:
Exploit the antenna response consistency to define the alignment criteria for CSI data. CoRR abs/2310.06328 (2023)
[i18]
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Sijin Chen, Xin Chen, Chi Zhang, Mingsheng Li, Gang Yu, Hao Fei, Hongyuan Zhu, Jiayuan Fan, Tao Chen:
LL3DA: Visual Interactive Instruction Tuning for Omni-3D Understanding, Reasoning, and Planning. CoRR abs/2311.18651 (2023)
[i17]
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Mingsheng Li, Xin Chen, Chi Zhang, Sijin Chen, Hongyuan Zhu, Fukun Yin, Gang Yu, Tao Chen:
M3DBench: Let's Instruct Large Models with Multi-modal 3D Prompts. CoRR abs/2312.10763 (2023)
2022
[i16]
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En Yen Puang, Hao Zhang, Hongyuan Zhu, Wei Jing:
Hierarchical Point Cloud Encoding and Decoding with Lightweight Self-Attention based Model. CoRR abs/2202.06407 (2022)
[i15]
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Xiuchao Sui, Shaohua Li, Xue Geng, Yan Wu, Xinxing Xu, Yong Liu, Rick Siow Mong Goh, Hongyuan Zhu:
CRAFT: Cross-Attentional Flow Transformer for Robust Optical Flow. CoRR abs/2203.16896 (2022)
[i14]
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Peng Hu, Xi Peng, Hongyuan Zhu, Mohamed M. Sabry Aly, Jie Lin:
OPQ: Compressing Deep Neural Networks with One-shot Pruning-Quantization. CoRR abs/2205.11141 (2022)
[i13]
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  - journals/corr/abs-2206-12845
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Burak Satar, Hongyuan Zhu, Hanwang Zhang, Joo Hwee Lim:
RoME: Role-aware Mixture-of-Expert Transformer for Text-to-Video Retrieval. CoRR abs/2206.12845 (2022)
[i12]
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Burak Satar, Hongyuan Zhu, Xavier Bresson, Joo Hwee Lim:
Semantic Role Aware Correlation Transformer for Text to Video Retrieval. CoRR abs/2206.12849 (2022)
[i11]
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  - journals/corr/abs-2206-14381
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Burak Satar, Hongyuan Zhu, Hanwang Zhang, Joo Hwee Lim:
Exploiting Semantic Role Contextualized Video Features for Multi-Instance Text-Video Retrieval EPIC-KITCHENS-100 Multi-Instance Retrieval Challenge 2022. CoRR abs/2206.14381 (2022)
2021
[i10]
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  - journals/corr/abs-2103-04918
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Jiafei Duan, Samson Yu, Hui Li Tan, Hongyuan Zhu, Cheston Tan:
A Survey of Embodied AI: From Simulators to Research Tasks. CoRR abs/2103.04918 (2021)
[i9]
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  - journals/corr/abs-2111-15210
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Yongbin Liao, Hongyuan Zhu, Yanggang Zhang, Chuangguan Ye, Tao Chen, Jiayuan Fan:
Point Cloud Instance Segmentation with Semi-supervised Bounding-Box Mining. CoRR abs/2111.15210 (2021)
2019
[i8]
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  - journals/corr/abs-1905-08419
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Zhao Kang, Honghui Xu, Boyu Wang, Hongyuan Zhu, Zenglin Xu:
Clustering with Similarity Preserving. CoRR abs/1905.08419 (2019)
[i7]
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  - journals/corr/abs-1909-12936
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Yi Cheng, Hongyuan Zhu, Cihan Acar, Wei Jing, Yan Wu, Liyuan Li, Cheston Tan, Joo-Hwee Lim:
6D Pose Estimation with Correlation Fusion. CoRR abs/1909.12936 (2019)
[i6]
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  - journals/corr/abs-1912-05205
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Tianying Wang, Hao Zhang, Wei Qi Toh, Hongyuan Zhu, Cheston Tan, Yan Wu, Yong Liu, Wei Jing:
Efficient Robotic Task Generalization Using Deep Model Fusion Reinforcement Learning. CoRR abs/1912.05205 (2019)
2018
[i5]
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  - journals/corr/abs-1808-07292
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Xi Peng, Joey Tianyi Zhou, Hongyuan Zhu:
k-meansNet: When k-means Meets Differentiable Programming. CoRR abs/1808.07292 (2018)
[i4]
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  - journals/corr/abs-1811-04595
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Anran Wang, Anh Tuan Luu, Chuan-Sheng Foo, Hongyuan Zhu, Yi Tay, Vijay Chandrasekhar:
Holistic Multi-modal Memory Network for Movie Question Answering. CoRR abs/1811.04595 (2018)
2017
[i3]
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  - journals/corr/WangKRMSYSCETZZ17
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Zhe Wang, Kingsley Kuan, Mathieu Ravaut, Gaurav Manek, Sibo Song, Fang Yuan, Kim Seokhwan, Nancy F. Chen, Luis Fernando D'Haro, Anh Tuan Luu, Hongyuan Zhu, Zeng Zeng, Ngai-Man Cheung, Georgios Piliouras, Jie Lin, Vijay Chandrasekhar:
Truly Multi-modal YouTube-8M Video Classification with Video, Audio, and Text. CoRR abs/1706.05461 (2017)
2015
[i2]
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  - journals/corr/ZhuMCL15
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Hongyuan Zhu, Fanman Meng, Jianfei Cai, Shijian Lu:
Beyond Pixels: A Comprehensive Survey from Bottom-up to Semantic Image Segmentation and Cosegmentation. CoRR abs/1502.00717 (2015)
[i1]
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Hongyuan Zhu, Shijian Lu, Jianfei Cai, Guangqing Lee:
Diagnosing State-Of-The-Art Object Proposal Methods. CoRR abs/1507.04512 (2015)

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