Measuring Botnet Size by Using URL and Collaborative MailServers. - Jun Hu; Zhitang Li; Dezhong Yao 002; Junfeng Yu (ICNS, 2009)

Energy Efficient Task Scheduling in Mobile Cloud Computing. - Dezhong Yao 002; Chen Yu 003; Hai Jin 001; Jiehan Zhou (NPC, 2013)

Location-aware private service discovery in pervasive computing environment. - Chen Yu 003; Dezhong Yao 002; Xi Li 003; Yan Zhang 002; Laurence T. Yang; Naixue Xiong; Hai Jin 001 (Inf. Sci., 2013)

Temporal-Based Ranking in Heterogeneous Networks. - Chen Yu 003; Ruidan Li; Dezhong Yao 002; Feng Lu 003; Hai Jin 001 (NPC, 2014)

Energy efficient indoor tracking on smartphones. - Dezhong Yao 002; Chen Yu 003; Anind K. Dey; Christian Koehler 002; Geyong Min; Laurence T. Yang; Hai Jin 001 (Future Gener. Comput. Syst., 2014)

Sparse Online Relative Similarity Learning. - Dezhong Yao 002; Peilin Zhao; Chen Yu 003; Hai Jin 001; Bin Li 027 (ICDM, 2015)

Mining user check-in features for location classification in location-based social networks. - Chen Yu 003; Yang Liu 082; Dezhong Yao 002; Hai Jin 001; Feng Lu 003; Hanhua Chen; Qiang Ding (ISCC, 2015)

The Best of Both Worlds: Combining Data-independent and Data-driven Approaches for Action Recognition. - Zhen-Zhong Lan; Dezhong Yao 002; Ming Lin 002; Shoou-I Yu; Alexander G. Hauptmann (CoRR, 2015)

Human mobility synthesis using matrix and tensor factorizations. - Dezhong Yao 002; Chen Yu 003; Hai Jin 001; Qiang Ding (Inf. Fusion, 2015)

The Best of BothWorlds: Combining Data-Independent and Data-Driven Approaches for Action Recognition. - Zhen-Zhong Lan; Shoou-I Yu; Dezhong Yao 002; Ming Lin 002; Bhiksha Raj; Alexander G. Hauptmann (CVPR Workshops, 2016)

Probabilistic routing algorithm based on contact duration and message redundancy in delay tolerant network. - Chen Yu 003; Zhongqiu Tu; Dezhong Yao 002; Feng Lu 003; Hai Jin 001 (Int. J. Commun. Syst., 2016)

Speed-Density Model of Interrupted Traffic Flow Based on Coil Data. - Chen Yu 003; Jiajie Zhang; Dezhong Yao 002; Ruiguo Zhang; Hai Jin 001 (Mob. Inf. Syst., 2016)

A semi-supervised social relationships inferred model based on mobile phone data. - Chen Yu 003; Namin Wang; Laurence T. Yang; Dezhong Yao 002; Ching-Hsien Hsu; Hai Jin 001 (Future Gener. Comput. Syst., 2017)

Using check-in features to partition locations for individual users in location based social network. - Chen Yu 003; Baiyun Xiao; Dezhong Yao 002; Xiaofeng Ding 001; Hai Jin 001 (Inf. Fusion, 2017)

Modeling User Activity Patterns for Next-Place Prediction. - Chen Yu 003; Yang Liu 082; Dezhong Yao 002; Laurence T. Yang; Hai Jin 001; Hanhua Chen; Qiang Ding (IEEE Syst. J., 2017)

Energy Conservation in Progressive Decentralized Single-Hop Wireless Sensor Networks for Pervasive Computing Environment. - Chen Yu 003; Dezhong Yao 002; Laurence T. Yang; Hai Jin 001 (IEEE Syst. J., 2017)

High-dimensional Similarity Learning via Dual-sparse Random Projection. - Dezhong Yao 002; Peilin Zhao; Tuan-Anh Nguyen Pham; Gao Cong (IJCAI, 2018)

Tensor-based user trajectory mining. - Chen Yu 003; Qinmin Hong; Dezhong Yao 002; Hai Jin 001 (Comput. Syst. Sci. Eng., 2018)

A Novel QoS-Awared Grid Routing Protocol in the Sensing Layer of Internet of Vehicles Based on Reinforcement Learning. - Denghui Wang; Qingmiao Zhang; Jian Liu 020; Dezhong Yao 002 (IEEE Access, 2019)

Using Crowdsourcing to Provide QoS for Mobile Cloud Computing. - Dezhong Yao 002; Chen Yu 003; Laurence T. Yang; Hai Jin 001 (IEEE Trans. Cloud Comput., 2019)

An energy-efficient distributed adaptive cooperative routing based on reinforcement learning in wireless multimedia sensor networks. - Denghui Wang; Jian Liu 020; Dezhong Yao 002 (Comput. Networks, 2020)

FedHM: Efficient Federated Learning for Heterogeneous Models via Low-rank Factorization. - Dezhong Yao 002; Wanning Pan; Yao Wan 001; Hai Jin 001; Lichao Sun 001 (CoRR, 2021)

Visualize and Learn Sorting Algorithms in Data Structure Subject in a Game-based Learning. - Wee Han Lim; Yiyu Cai; Dezhong Yao 002; Qi Cao 002 (ISMAR Adjunct, 2022)

CCSBD: A Cost Control System Based on Blockchain and DRG Mechanism. - Weiqi Dai; Yan Yu; Xia Xie; Dezhong Yao 002; Hai Jin 001 (NPC, 2022)

Entity Resolution with Hierarchical Graph Attention Networks. - Dezhong Yao 002; Yuhong Gu; Gao Cong; Hai Jin 001; Xinqiao Lv (SIGMOD Conference, 2022)

You see what I want you to see: poisoning vulnerabilities in neural code search. - Yao Wan 001; Shijie Zhang; Hongyu Zhang 002; Yulei Sui; Guandong Xu; Dezhong Yao 002; Hai Jin 001; Lichao Sun 001 (ESEC/SIGSOFT FSE, 2022)

Geospatial Entity Resolution. - Pasquale Balsebre; Dezhong Yao 002; Gao Cong; Zhen Hai (WWW, 2022)

FedBERT: When Federated Learning Meets Pre-training. - Yuanyishu Tian; Yao Wan 001; Lingjuan Lyu; Dezhong Yao 002; Hai Jin 001; Lichao Sun 001 (ACM Trans. Intell. Syst. Technol., 2022)

FedRKG: A Privacy-Preserving Federated Recommendation Framework via Knowledge Graph Enhancement. - Dezhong Yao 002; Tongtong Liu 006; Qi Cao 002; Hai Jin 001 (GPC (2), 2023)

A Summary of ICDE 2022 Research Session Panels. - Zhifeng Bao; Panagiotis Bouros; Reynold Cheng; Byron Choi; Anton Dignös; Wei Ding 003; Yixiang Fang; Boyang Han; Jilin Hu; Arijit Khan 001; Wenqing Lin; Xuemin Lin 001; et al. (IEEE Data Eng. Bull., 2023)

Mining Geospatial Relationships from Text. - Pasquale Balsebre; Dezhong Yao 002; Gao Cong; Weiming Huang 001; Zhen Hai (Proc. ACM Manag. Data, 2023)

Personalized Edge Intelligence via Federated Self-Knowledge Distillation. - Hai Jin 001; Dongshan Bai; Dezhong Yao 002; Yutong Dai 002; Lin Gu 002; Chen Yu 003; Lichao Sun 001 (IEEE Trans. Parallel Distributed Syst., 2023)

Revisiting Gradient Pruning: A Dual Realization for Defending against Gradient Attacks. - Lulu Xue; Shengshan Hu; Ruizhi Zhao; Leo Yu Zhang; Shengqing Hu; Lichao Sun 001; Dezhong Yao 002 (AAAI, 2024)

Rethinking Personalized Federated Learning from Knowledge Perspective. - Dezhong Yao 002; Ziquan Zhu; Tongtong Liu 006; Zhiqiang Xu 003; Hai Jin 001 (ICPP, 2024)

DarkSAM: Fooling Segment Anything Model to Segment Nothing. - Ziqi Zhou 001; Yufei Song; Minghui Li; Shengshan Hu; Xianlong Wang 001; Leo Yu Zhang; Dezhong Yao 002; Hai Jin 001 (NeurIPS, 2024)

Securely Fine-tuning Pre-trained Encoders Against Adversarial Examples. - Ziqi Zhou 001; Minghui Li; Wei Liu 004; Shengshan Hu; Yechao Zhang; Wei Wan; Lulu Xue; Leo Yu Zhang; Dezhong Yao 002; Hai Jin 001 (SP, 2024)

Variational Bayes for Federated Continual Learning. - Dezhong Yao 002; Sanmu Li; Yutong Dai 002; Zhiqiang Xu 003; Shengshan Hu; Peilin Zhao; Lichao Sun 001 (CoRR, 2024)

FedGKD: Toward Heterogeneous Federated Learning via Global Knowledge Distillation. - Dezhong Yao 002; Wanning Pan; Yutong Dai 002; Yao Wan 001; Xiaofeng Ding 001; Chen Yu 003; Hai Jin 001; Zheng Xu 002; Lichao Sun 001 (IEEE Trans. Computers, 2024)

NumbOD: A Spatial-Frequency Fusion Attack Against Object Detectors. - Ziqi Zhou 001; Bowen Li; Yufei Song; Zhifei Yu; Shengshan Hu; Wei Wan; Leo Yu Zhang; Dezhong Yao 002; Hai Jin 001 (AAAI, 2025)

ConfMan Web 3.0: Decentralized Academic Conference Management System with Rust and Web 3.0. - Chian Min Gan; Chee Kiat Seow; Sye Loong Keoh; Dezhong Yao 002; Yigang Cen; Yiyu Cai; Nisha Jain; Qi Cao 002 (COMPSAC, 2025)

FedHM: Efficient federated learning for heterogeneous models via low-rank factorization. - Dezhong Yao 002; Wanning Pan; Yuexin Shi; Michael J. O'Neill 002; Yutong Dai 002; Yao Wan 001; Peilin Zhao; Hai Jin 001; Limin Sun 001 (Artif. Intell., 2025)

Drug-Target Affinity Prediction Based on Topological Enhanced Graph Neural Networks. - Hengliang Guo; Congxiang Zhang; Jiandong Shang; Dujuan Zhang; Yang Guo; Kang Gao; Kecheng Yang 007; Xu Gao; Dezhong Yao 002; Wanting Chen; Mengfan Yan; Gang Wu (J. Chem. Inf. Model., 2025)

DarkHash: A Data-Free Backdoor Attack Against Deep Hashing. - Ziqi Zhou 001; Menghao Deng; Yufei Song; Hangtao Zhang; Wei Wan; Shengshan Hu; Minghui Li; Leo Yu Zhang; Dezhong Yao 002 (IEEE Trans. Inf. Forensics Secur., 2025)

FedMHO: Heterogeneous One-Shot Federated Learning Towards Resource-Constrained Edge Devices. - Dezhong Yao 002; Yuexin Shi; Tongtong Liu 006; Zhiqiang Xu 003 (CoRR, 2025)

ApSpGEMM: Accelerating Large-scale SpGEMM with Heterogeneous Collaboration and Adaptive Panel. - Dezhong Yao 002; Sifan Zhao; Tongtong Liu 006; Gang Wu; Hai Jin 001 (ACM Trans. Archit. Code Optim., 2025)

Efficient Distributed Sparse Relative Similarity Learning. - Dezhong Yao 002; Sanmu Li; Zhiwei Wang; Peilin Zhao; Gang Wu; Chen Yu 003; Hai Jin 001 (ACM Trans. Knowl. Discov. Data, 2025)