Personal Profile

_{高宏，女，博士，博士生导师，校“杰出教授”，浙江师范大学计算机科学与技术学院 数据智能管理与计算实验室 教授。国家自然基金委信息学部会评专家、中国制造2025工业软件与操作系统方向发展路线图编制小组成员，中国计算机学会物联网专委会副主任，中国计算机学会信息系统专委会委员、中国人工智能学会智能服务专委会常委、ACM China理事会常务理事，软件学报责任编辑、计算机科学与探索编委会委员等。曾任黑龙江省“大数据科学与工程”重点实验室主任、中国计算机学会理事、ACM Women China主席、WAIM SC副主席、DASFAA SC member。曾担任多个国际/国内学术会议大会主席、程序委员会主席等。}

研究领域：多模态大数据智能分析、时序数据计算与智能分析、大数据质量评估与数据清洗、物联网数据获取与分析、端边云协同计算。先后主持国家自然基金重大项目课题、国家自然基金重点项目、科技部重点研发计划项目课题等20余项。发表学术论文400余篇，其中IEEE TKDE、IEEE TMC、SIGMOD、VLDB等CCF A类国际期刊/会议论文120余篇，曾获得国家科技进步二等奖1项、省部级自然科学一等奖1项、省部级自然科学二等奖1项。

主持了国家自然科学基金重大项目课题、国家自然科学基金重点、科技部重点研发计划课题、863重点计划等20多项国家及省部级科研项目。发表学术论文400余篇，其中IEEE TKDE、IEEE TMC、SIGMOD、VLDB等CCF A类国际期刊/会议论文120余篇，曾获得国家科技进步二等奖1项、省自然科学一等奖1项。

近年科研项目及发表的部分学术论文有：

主持科研项目：

国家重点研发计划课题1项，项目名称《基于新型硬件的原生数据库系统》，课题名称《基于高速内存互联协议的分布式内存管理》，在研，550万元

国家自然基金委区域创新发展联合基金重点项目，《智能网联车多模态数据管理理论与关键技术研究》，在研，109万元

横向课题《时序大数据质量管理与查询分析》，已结题，40万

横向课题《边缘环境下时序数据错误检测与修复系统》，已结题，45万

发表期刊论文：

1. Jian Chen, Hong Gao, Maximizing Influence Query over Indoor Trajectories, Accepted IEEE Transactions on Knowledge and Data Engineering, 2025

2. Kaiqi Zhang, Siyuan Zhang, Jirun Gao, Hongzhi Wang, Hong Gao, Jianzhong Li: Approximation algorithms for finding maximum containing circle and sphere. Theor. Comput. Sci. 1023: 114901 (2025)

3. Hongjie Guo, Jianzhong Li, Hong Gao: Towards strong regret minimization sets: Balancing freshness and diversity in data selection. Theor. Comput. Sci. 1026: 114986 (2025)

4. Quan Chen, Ming Yi, Jing Li, Ning Li, Hong Gao, Zhipeng Cai, Average AoI Minimization with Directional Charging for Wireless-Powered Network Edge, IEEE Transactions on Mobile Computing, accepted.

5. Zemin Cao, Hong Gao, Dongjing Miao, Jianzhong Li, Hongzhi Wang, An Amortized O(1) Lower Bound for Dynamic Time Warping in Motif Discovery, Accepted IEEE Transactions on Knowledge and Data Engineering, 2025

6. Quan Chen, Song Guo, Wenchao Xu, Jing Li, Kang Wei, Zhipeng Cai, Hong Gao, Peak AoI Minimization with Directional Charging for Data Collection at Wireless-Powered Network Edge， IEEE Trans. Serv. Comput. 17(5): 2747- 2761 (2024)

7. Quan Chen, Song Guo, Zhipeng Cai, Jing Li, Tuo Shi, Hong Gao: Peak AoI Minimization at Wireless-Powered Network Edge: From the Perspective of Both Charging and Transmitting. IEEE/ACM Trans. Netw. 32(1): 806- 821 (2024)

8. Quan Chen, Song Guo, Kaijia Wang, Wenchao Xu, Jing Li, Zhipeng Cai, Hong Gao, Albert Y. Zomaya, Towards Real-Time Inference Offloading with Distributed Edge Computing: the Framework and Algorithms, IEEE Trans. Mob. Comput. 23(7):7552- 7571 (2024).

9. Tuo Shi, Zhipeng Cai, Jianzhong Li, Hong Gao: Optimize the Age of Useful Information in Edge Assisted Energy Harvesting Sensor Networks, ACM Trans. Sens. Networks 20(2): 49:1-49:26 (2024)

10. Hongbo Yin, Donghua Yang, Kaiqi Zhang, Hong Gao, Jianzhong Li:  Searching rooms with top-k passenger flows using indoor trajectories. Discov. Comput. 27(1): 28 (2024)

11. Hongbo Yin, Hong Gao, Indoor Uncertain Semantic Trajectory Similarity Join, Journal of Computer Science and Technology, Vol 39, 1441-1465,2024

12. Huanyu Guo, Donghua Yang, Hong Gao: Reinforcement Learning-Based Adaptive Stateless Routing for Ambient Backscatter Wireless Sensor Networks. IEEE Trans. Commun. 72(7): 4206-4225 (2024)

13. Jian Chen, Hong Gao, Kaiqi Zhang, Jiachi Wang, Yubo Luo, Zhenqing Wu, Jianzhong Li: On Efficiently Processing MIT Queries in Trajectory Data. IEEE Trans. Knowl. Data Eng. 36(7): 3329-3347 (2024)

14. Tuo Shi, Zhipeng Cai, Jianzhong Li, Hong Gao, Tie Qiu, Wenyu Qu: An Efficient Processing Scheme for Concurrent Applications in the IoT Edge. IEEE Trans. Mob. Comput. 23(1): 135-149 (2024)

15. Bingkun Yao, Yang Zhang, Jinbao Wang, Jianzhong Li: Maximum AoI Minimization for Target Monitoring in Battery-Free Wireless Sensor Networks, IEEE Trans. Mob. Comput. 22(8): 4754-4772 (2023)

16. Xinrui Wang, Hong Gao, Zhipeng Cai, Jianzhong Li: Who Should Deserve Investment? Attractive Individual and Group Search in Dynamic Information Networks. IEEE Trans. Knowl. Data Eng. 35(2): 2158-2172 (2023)

17. Tongxin Zhu, Jianzhong Li, Hong Gao, Yingshu Li, Zhipeng Cai: AoI Minimization Data Collection Scheduling for Battery-Free Wireless Sensor Networks. IEEE Trans. Mob. Comput. 22(3): 1343-1355 (2023)

18. Tuo Shi, Zhipeng Cai, Jianzhong Li, Hong Gao, Jiancheng Chen, Ming Yang: Services Management and Distributed Multihop Requests Routing in Mobile Edge Networks, IEEE/ACM Transactions on Networking, 31(2), 497-510, 2023. 10.1109/TNET.2022.3196267

19. Hang Zhang, Yajun Yang, Xin Wang, Hong Gao, Qinghua Hu: MLI: A Multi-level Inference Mechanism for User Attributes in Social Networks. ACM Trans. Inf. Syst. 41(2): 39:1-39:30 (2023)

20. Jiayi Liu, Donghua Yang, Kai-Qi Zhang, Hong Gao, Jianzhong Li: Anomaly and change point detection for time series with concept drift. World Wide Web (WWW) 26(5): 3229-3252 (2023)

发表会议论文：

1. Quan Chen, Ming Yi, Jing Li, Ming Li, Hong Gao, Optimal and Approximate Parallelism-based Computation Offloading Algorithms for Real-Time Multimodal Learning at the Edge, INFOCOM2025

2. Junliang Li, Yajun Yang, Yujia Zhang, Qinghua Hu, Alan Zhao, Hong Gao, Public Opinion Field Effect and Hawkes Process Join Hands for Information Popularity Prediction, AAAI2025

3. Xinrui Wang, Zilong Liu, Shinxin Ye, Xin Huang, Hong Gao, Xiuzhen Cheng, Dongyang Yu, With Anchors or Not: Fairness-aware Truss-based Community Search on Attributed Graphs, ICDE 2025

4. Bingkun Yao, Mun Choon Chan, Hong Gao, Zhe Jiang and Nan Guan, Age-of-Information Minimization for Data Aggregation in Energy-Harvesting IoTs, the 62st ACM/IEEE Design Automation Conference, DAC 2025

5. Bingkun Yao, Ning Wang, Jie Zhou, Xi Wang, Hong Gao, Zhe Jiang and Nan Guan,  Location is Key: Leveraging LLM for Functional Bug Localization in Verilog Design, the 62st ACM/IEEE Design Automation Conference, DAC 2025

6. Quan Chen, Hong Gao, Ming Yi, Jing Li, Lianglun Cheng and Yingshu Li, Latency-Optimal and Memory-Aware Model Partitioning for Cooperative Inference at the Edge, WASA 2025

7. Xinrui Wang, Yiran Wang, Xuemin Lin, Jeffrey Xu Yu, Hong Gao, Xiuzhen Cheng, Dongxiao Yu: Efficient Betweenness Centrality Computation over Large Heterogeneous Information Networks. Proc. VLDB Endow. 17(11): 3360-3372 (2024)

8. Zihan Feng, Rui Wu, Yajun Yang, Hong Gao, Xin Wang, Xueli Liu, Qinghua Hu: Multi-level Contrastive Learning on Weak Social Networks for Information Diffusion Prediction. DASFAA (6) 2024: 84-100

9. Xiayan Ji, Lina Chen, Hong Gao, Fangyao Shen, Hongjie Guo: A High-Precision Generality Method for Chinese Nested Named Entity Recognition. WASA (3) 2024: 290-301

10. Huanyu Guo, Hong Gao, Donghua Yang: Adaptive Self-healing Routing for Heterogeneous Ambient Backscatter Wireless Sensor Networks. WASA (2) 2024: 367-386

11. Wencheng Gao, Hong Gao, Optimize Aggregation Latency of Battery-Free Sensor Network: Constructing the BF/BP Hybrid Network, 146-153, MSN2024

12. Yajun Yang, Hanxiao Li, Xiangju Zhu, Junhu Wang, Xin Wang, Hong Gao, HR-Index: An Effective Index Method for Historical Reachability Queries over Evolving Graphs, Proc. ACM Manag. Data 1(2): 127:1-127:25 (2023)

13. Jian Chen,Hong Gao,Kaiqi Zhang, Jiachi Wang, Yubo Luo, Zhenqing Wu, Jianzhong Li: Towards Efficient MIT query in Trajectory Data, ICDE 2023

14. Quan Chen, Song Guo, Wenchao Xu, Jing Li, Tuo Shi, Zhipeng Cai, Hong Gao: Optimizing Average AoI with Directional Charging for Wireless-Powered Network Edge, IEEE/ACM International Symposium on Quality of Service 2023 (IWQoS 2023),

15. Tianbao Wang, Yajun Yang, Hong Gao, Qinghua Hu: MRSCN: A GNN-based Model for Mining Relationship Strength Changes Between Nodes in Dynamic Networks. DASFAA (3) 2023: 172-182

16. Xiayan Ji, Lina Chen, Fangyao Shen, Hongjie Guo, Hong Gao: CPMFA: A Character Pair-Based Method for Chinese Nested Named Entity Recognition. ADMA (1) 2023: 200-212

17. Xianzhi Huang, Lina Chen, Yuzhou Zheng, Hongjie Guo, Fangyao Shen, Hong Gao: SL-TeaE: An Efficient Method for Improving the Precision of Teaching Evaluation. ADMA (4) 2023: 3-17

18. Hongjie Guo, Jianzhong Li, Fangyao Shen, and Hong Gao: Diversity and freshness-aware regret minimizing set queries, The 29th International Computing and Combinatorics Conference (COCOON 2023).