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ORCIDDezhong Yao 0002
Person information
- unicode name: 姚德中
- affiliation (since 2019): Huazhong University of Science and Technology (HUST), National Engineering Research Center for Big Data Technology and System, Wuhan, China
- affiliation (2016-2019): Nanyang Technological University, Singapore
- affiliation (PhD 2016): Huazhong University of Science and Technology (HUST), School of Computer Science and Technology, Wuhan, China
- affiliation (2010-2012): Carnegie Mellon University, Pittsburgh, PA, USA
Other persons with the same name
- Dezhong Yao 0001
![[0000-0002-8042-879X]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0000-0002-8042-879X")
— University of Electronic Science and Technology of China (UESTC), Sichuan Institute for Brain Science and Brain-Inspired Intelligence, Chengdu, China (and 6 more)
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Journal Articles
- 2025
[j24]Dezhong Yao, Wanning Pan, Yuexin Shi, Michael J. O'Neill, Yutong Dai, Yao Wan, Peilin Zhao, Hai Jin, Limin Sun:
FedHM: Efficient federated learning for heterogeneous models via low-rank factorization. Artif. Intell. 344: 104333 (2025)- [j23]Hengliang Guo, Congxiang Zhang, Jiandong Shang, Dujuan Zhang, Yang Guo, Kang Gao, Kecheng Yang, Xu Gao, Dezhong Yao, Wanting Chen, Mengfan Yan, Gang Wu:
Drug-Target Affinity Prediction Based on Topological Enhanced Graph Neural Networks. J. Chem. Inf. Model. 65(7): 3749-3760 (2025) - [j22]Dezhong Yao, Sifan Zhao, Tongtong Liu, Gang Wu, Hai Jin:
ApSpGEMM: Accelerating Large-scale SpGEMM with Heterogeneous Collaboration and Adaptive Panel. ACM Trans. Archit. Code Optim. 22(1): 20:1-20:23 (2025) - [j21]Ziqi Zhou, Menghao Deng, Yufei Song, Hangtao Zhang, Wei Wan, Shengshan Hu, Minghui Li, Leo Yu Zhang, Dezhong Yao:
DarkHash: A Data-Free Backdoor Attack Against Deep Hashing. IEEE Trans. Inf. Forensics Secur. 20: 8139-8153 (2025) - [j20]Dezhong Yao, Sanmu Li, Zhiwei Wang, Peilin Zhao, Gang Wu, Chen Yu, Hai Jin:
Efficient Distributed Sparse Relative Similarity Learning. ACM Trans. Knowl. Discov. Data 19(3): 58:1-58:27 (2025) - [j19]Sifan Zhao, Tongtong Liu, Hai Jin, Dezhong Yao:
SPViT: Accelerate Vision Transformer Inference on Mobile Devices via Adaptive Splitting and Offloading. IEEE Trans. Mob. Comput. 24(10): 9303-9318 (2025) - 2024
- [j18]Dezhong Yao, Wanning Pan, Yutong Dai, Yao Wan, Xiaofeng Ding, Chen Yu, Hai Jin, Zheng Xu, Lichao Sun:
FedGKD: Toward Heterogeneous Federated Learning via Global Knowledge Distillation. IEEE Trans. Computers 73(1): 3-17 (2024) - 2023
- [j17]Zhifeng Bao, Panagiotis Bouros, Reynold Cheng, Byron Choi, Anton Dignös, Wei Ding, Yixiang Fang, Boyang Han, Jilin Hu, Arijit Khan, Wenqing Lin, Xuemin Lin, Cheng Long, Nikos Mamoulis, Jian Pei, Matthias Renz, Shashi Shekhar, Jieming Shi, Eleni Tzirita Zacharatou, Sibo Wang, Xiao Wang, Xue Wang, Raymond Chi-Wing Wong, Da Yan, Xifeng Yan, Bin Yang, Dezhong Yao, Ce Zhang, Peilin Zhao, Rong Zhu:
A Summary of ICDE 2022 Research Session Panels. IEEE Data Eng. Bull. 47(4): 4-17 (2023) - [j16]Pasquale Balsebre, Dezhong Yao, Gao Cong, Weiming Huang, Zhen Hai:
Mining Geospatial Relationships from Text. Proc. ACM Manag. Data 1(1): 93:1-93:26 (2023) - [j15]Hai Jin, Dongshan Bai, Dezhong Yao, Yutong Dai, Lin Gu, Chen Yu, Lichao Sun:
Personalized Edge Intelligence via Federated Self-Knowledge Distillation. IEEE Trans. Parallel Distributed Syst. 34(2): 567-580 (2023) - 2022
- [j14]Yuanyishu Tian, Yao Wan, Lingjuan Lyu, Dezhong Yao, Hai Jin, Lichao Sun:
FedBERT: When Federated Learning Meets Pre-training. ACM Trans. Intell. Syst. Technol. 13(4): 66:1-66:26 (2022) - 2020
- [j13]Denghui Wang, Jian Liu, Dezhong Yao:
An energy-efficient distributed adaptive cooperative routing based on reinforcement learning in wireless multimedia sensor networks. Comput. Networks 178: 107313 (2020) - 2019
- [j12]Denghui Wang, Qingmiao Zhang, Jian Liu, Dezhong Yao:
A Novel QoS-Awared Grid Routing Protocol in the Sensing Layer of Internet of Vehicles Based on Reinforcement Learning. IEEE Access 7: 185730-185739 (2019) - [j11]Dezhong Yao, Chen Yu, Laurence T. Yang, Hai Jin:
Using Crowdsourcing to Provide QoS for Mobile Cloud Computing. IEEE Trans. Cloud Comput. 7(2): 344-356 (2019) - 2018
- [j10]Chen Yu, Qinmin Hong, Dezhong Yao, Hai Jin:
Tensor-based user trajectory mining. Comput. Syst. Sci. Eng. 33(2) (2018) - 2017
- [j9]Chen Yu, Namin Wang, Laurence T. Yang, Dezhong Yao, Ching-Hsien Hsu, Hai Jin:
A semi-supervised social relationships inferred model based on mobile phone data. Future Gener. Comput. Syst. 76: 458-467 (2017) - [j8]Chen Yu, Baiyun Xiao, Dezhong Yao, Xiaofeng Ding, Hai Jin:
Using check-in features to partition locations for individual users in location based social network. Inf. Fusion 37: 86-97 (2017) - [j7]Chen Yu, Dezhong Yao, Laurence T. Yang, Hai Jin:
Energy Conservation in Progressive Decentralized Single-Hop Wireless Sensor Networks for Pervasive Computing Environment. IEEE Syst. J. 11(2): 823-834 (2017) - [j6]Chen Yu, Yang Liu, Dezhong Yao, Laurence T. Yang, Hai Jin, Hanhua Chen, Qiang Ding:
Modeling User Activity Patterns for Next-Place Prediction. IEEE Syst. J. 11(2): 1060-1071 (2017) - 2016
- [j5]Chen Yu, Zhongqiu Tu, Dezhong Yao, Feng Lu, Hai Jin:
Probabilistic routing algorithm based on contact duration and message redundancy in delay tolerant network. Int. J. Commun. Syst. 29(16): 2416-2426 (2016) - [j4]Chen Yu, Jiajie Zhang, Dezhong Yao, Ruiguo Zhang, Hai Jin:
Speed-Density Model of Interrupted Traffic Flow Based on Coil Data. Mob. Inf. Syst. 2016: 7968108:1-7968108:12 (2016) - 2015
- [j3]Dezhong Yao, Chen Yu, Hai Jin, Qiang Ding:
Human mobility synthesis using matrix and tensor factorizations. Inf. Fusion 23: 25-32 (2015) - 2014
- [j2]Dezhong Yao, Chen Yu, Anind K. Dey, Christian Koehler, Geyong Min, Laurence T. Yang, Hai Jin:
Energy efficient indoor tracking on smartphones. Future Gener. Comput. Syst. 39: 44-54 (2014) - 2013
- [j1]Chen Yu, Dezhong Yao, Xi Li, Yan Zhang, Laurence T. Yang, Naixue Xiong, Hai Jin:
Location-aware private service discovery in pervasive computing environment. Inf. Sci. 230: 78-93 (2013)
Conference and Workshop Papers
- 2025
- [c19]Ziqi Zhou, Bowen Li, Yufei Song, Zhifei Yu, Shengshan Hu, Wei Wan, Leo Yu Zhang, Dezhong Yao, Hai Jin:
NumbOD: A Spatial-Frequency Fusion Attack Against Object Detectors. AAAI 2025: 1201-1209 - [c18]Chian Min Gan, Chee Kiat Seow, Sye Loong Keoh, Dezhong Yao, Yigang Cen, Yiyu Cai, Nisha Jain, Qi Cao:
ConfMan Web 3.0: Decentralized Academic Conference Management System with Rust and Web 3.0. COMPSAC 2025: 1746-1751 - 2024
- [c17]Lulu Xue, Shengshan Hu, Ruizhi Zhao, Leo Yu Zhang, Shengqing Hu, Lichao Sun, Dezhong Yao:
Revisiting Gradient Pruning: A Dual Realization for Defending against Gradient Attacks. AAAI 2024: 6404-6412 - [c16]Dezhong Yao, Ziquan Zhu, Tongtong Liu, Zhiqiang Xu, Hai Jin:
Rethinking Personalized Federated Learning from Knowledge Perspective. ICPP 2024: 991-1000 - [c15]Ziqi Zhou, Yufei Song, Minghui Li, Shengshan Hu, Xianlong Wang, Leo Yu Zhang, Dezhong Yao, Hai Jin:
DarkSAM: Fooling Segment Anything Model to Segment Nothing. NeurIPS 2024 - [c14]Ziqi Zhou, Minghui Li, Wei Liu, Shengshan Hu, Yechao Zhang, Wei Wan, Lulu Xue, Leo Yu Zhang, Dezhong Yao, Hai Jin:
Securely Fine-tuning Pre-trained Encoders Against Adversarial Examples. SP 2024: 3015-3033 - 2023
- [c13]Dezhong Yao, Tongtong Liu, Qi Cao, Hai Jin:
FedRKG: A Privacy-Preserving Federated Recommendation Framework via Knowledge Graph Enhancement. GPC (2) 2023: 81-96 - 2022
- [c12]Wee Han Lim, Yiyu Cai, Dezhong Yao, Qi Cao:
Visualize and Learn Sorting Algorithms in Data Structure Subject in a Game-based Learning. ISMAR Adjunct 2022: 384-388 - [c11]Weiqi Dai, Yan Yu, Xia Xie, Dezhong Yao, Hai Jin:
CCSBD: A Cost Control System Based on Blockchain and DRG Mechanism. NPC 2022: 231-242 - [c10]Dezhong Yao, Yuhong Gu, Gao Cong, Hai Jin, Xinqiao Lv:
Entity Resolution with Hierarchical Graph Attention Networks. SIGMOD Conference 2022: 429-442 - [c9]Yao Wan, Shijie Zhang, Hongyu Zhang, Yulei Sui, Guandong Xu, Dezhong Yao, Hai Jin, Lichao Sun:
You see what I want you to see: poisoning vulnerabilities in neural code search. ESEC/SIGSOFT FSE 2022: 1233-1245 - [c8]Pasquale Balsebre, Dezhong Yao, Gao Cong, Zhen Hai:
Geospatial Entity Resolution. WWW 2022: 3061-3070 - 2018
- [c7]Dezhong Yao, Peilin Zhao, Tuan-Anh Nguyen Pham, Gao Cong:
High-dimensional Similarity Learning via Dual-sparse Random Projection. IJCAI 2018: 3005-3011 - 2016
- [c6]Zhen-Zhong Lan, Shoou-I Yu, Dezhong Yao, Ming Lin, Bhiksha Raj, Alexander G. Hauptmann:
The Best of BothWorlds: Combining Data-Independent and Data-Driven Approaches for Action Recognition. CVPR Workshops 2016: 1196-1205 - 2015
- [c5]Dezhong Yao, Peilin Zhao, Chen Yu, Hai Jin, Bin Li:
Sparse Online Relative Similarity Learning. ICDM 2015: 529-538 - [c4]Chen Yu, Yang Liu, Dezhong Yao, Hai Jin, Feng Lu, Hanhua Chen, Qiang Ding:
Mining user check-in features for location classification in location-based social networks. ISCC 2015: 385-390 - 2014
- [c3]Chen Yu, Ruidan Li, Dezhong Yao, Feng Lu, Hai Jin:
Temporal-Based Ranking in Heterogeneous Networks. NPC 2014: 23-34 - 2013
- [c2]Dezhong Yao, Chen Yu, Hai Jin, Jiehan Zhou:
Energy Efficient Task Scheduling in Mobile Cloud Computing. NPC 2013: 344-355 - 2009
- [c1]Jun Hu, Zhitang Li, Dezhong Yao, Junfeng Yu:
Measuring Botnet Size by Using URL and Collaborative MailServers. ICNS 2009: 161-164
Informal and Other Publications
- 2025
- [i13]Dezhong Yao, Yuexin Shi, Tongtong Liu, Zhiqiang Xu:
FedMHO: Heterogeneous One-Shot Federated Learning Towards Resource-Constrained Edge Devices. CoRR abs/2502.08518 (2025) - [i12]Zishuo Xu, Yuhong Gu, Dezhong Yao:
WARBERT: A Hierarchical BERT-based Model for Web API Recommendation. CoRR abs/2509.23175 (2025) - [i11]Ziqi Zhou, Menghao Deng, Yufei Song, Hangtao Zhang, Wei Wan, Shengshan Hu, Minghui Li, Leo Yu Zhang, Dezhong Yao:
DarkHash: A Data-Free Backdoor Attack Against Deep Hashing. CoRR abs/2510.08094 (2025) - [i10]Ziqi Zhou, Yifan Hu, Yufei Song, Zijing Li, Shengshan Hu, Leo Yu Zhang, Dezhong Yao, Long Zheng, Hai Jin:
Vanish into Thin Air: Cross-prompt Universal Adversarial Attacks for SAM2. CoRR abs/2510.24195 (2025) - 2024
- [i9]Dezhong Yao, Tongtong Liu, Qi Cao, Hai Jin:
FedRKG: A Privacy-preserving Federated Recommendation Framework via Knowledge Graph Enhancement. CoRR abs/2401.11089 (2024) - [i8]Lulu Xue, Shengshan Hu, Ruizhi Zhao, Leo Yu Zhang, Shengqing Hu, Lichao Sun, Dezhong Yao:
Revisiting Gradient Pruning: A Dual Realization for Defending against Gradient Attacks. CoRR abs/2401.16687 (2024) - [i7]Ziqi Zhou, Minghui Li, Wei Liu, Shengshan Hu, Yechao Zhang, Wei Wan, Lulu Xue, Leo Yu Zhang, Dezhong Yao, Hai Jin:
Securely Fine-tuning Pre-trained Encoders Against Adversarial Examples. CoRR abs/2403.10801 (2024) - [i6]Dezhong Yao, Sanmu Li, Yutong Dai, Zhiqiang Xu, Shengshan Hu, Peilin Zhao, Lichao Sun:
Variational Bayes for Federated Continual Learning. CoRR abs/2405.14291 (2024) - [i5]Ziqi Zhou, Yufei Song, Minghui Li, Shengshan Hu, Xianlong Wang, Leo Yu Zhang, Dezhong Yao, Hai Jin:
DarkSAM: Fooling Segment Anything Model to Segment Nothing. CoRR abs/2409.17874 (2024) - [i4]Ziqi Zhou, Bowen Li, Yufei Song, Zhifei Yu, Shengshan Hu, Wei Wan, Leo Yu Zhang, Dezhong Yao, Hai Jin:
NumbOD: A Spatial-Frequency Fusion Attack Against Object Detectors. CoRR abs/2412.16955 (2024) - 2021
- [i3]Dezhong Yao, Peilin Zhao, Chen Yu, Hai Jin, Bin Li:
Sparse online relative similarity learning. CoRR abs/2104.07501 (2021) - [i2]Dezhong Yao, Wanning Pan, Yao Wan, Hai Jin, Lichao Sun:
FedHM: Efficient Federated Learning for Heterogeneous Models via Low-rank Factorization. CoRR abs/2111.14655 (2021) - 2015
- [i1]Zhen-Zhong Lan, Dezhong Yao, Ming Lin, Shoou-I Yu, Alexander G. Hauptmann:
The Best of Both Worlds: Combining Data-independent and Data-driven Approaches for Action Recognition. CoRR abs/1505.04427 (2015)
Coauthor Index
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