Shanshan Han

According to our database, Shanshan Han authored at least 33 papers between 2006 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Integrating Optical and SAR Time Series Images for Unsupervised Domain Adaptive Crop Mapping.

Luwei Feng, Dawei Gui, Shanshan Han, Tianqi Qiu, Yumiao Wang

Remote. Sens., April, 2024

Bridging Today and the Future of Humanity: AI Safety in 2024 and Beyond.

Shanshan Han

CoRR, 2024

TorchOpera: A Compound AI System for LLM Safety.

Shanshan Han, Yuhang Yao, Zijian Hu, Dimitris Stripelis, Zhaozhuo Xu, Chaoyang He

CoRR, 2024

LLM Multi-Agent Systems: Challenges and Open Problems.

Shanshan Han, Qifan Zhang, Yuhang Yao, Weizhao Jin, Zhaozhuo Xu, Chaoyang He

CoRR, 2024

FedSecurity: A Benchmark for Attacks and Defenses in Federated Learning and Federated LLMs.

Shanshan Han, Baturalp Buyukates, Zijian Hu, Han Jin, Weizhao Jin, Lichao Sun, Xiaoyang Wang, Wenxuan Wu, Chulin Xie, Yuhang Yao, Kai Zhang, Qifan Zhang, Yuhui Zhang, Carlee Joe-Wong, Salman Avestimehr, Chaoyang He

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

ScaleLLM: A Resource-Frugal LLM Serving Framework by Optimizing End-to-End Efficiency.

Yuhang Yao, Han Jin, Alay Dilipbhai Shah, Shanshan Han, Zijian Hu, Dimitris Stripelis, Yide Ran, Zhaozhuo Xu, Salman Avestimehr, Chaoyang He

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: EMNLP 2024, 2024

2023

Veil: A Storage and Communication Efficient Volume-Hiding Algorithm.

Shanshan Han, Vishal Chakraborty, Michael T. Goodrich, Sharad Mehrotra, Shantanu Sharma

Proc. ACM Manag. Data, December, 2023

An access control model for medical big data based on clustering and risk.

Rong Jiang, Shanshan Han, Yimin Yu, Weiping Ding

Inf. Sci., April, 2023

Hiding Access-pattern is Not Enough! Veil: A Storage and Communication Efficient Volume-Hiding Algorithm.

Shanshan Han, Vishal Chakraborty, Michael T. Goodrich, Sharad Mehrotra, Shantanu Sharma

CoRR, 2023

Kick Bad Guys Out! Zero-Knowledge-Proof-Based Anomaly Detection in Federated Learning.

Shanshan Han, Wenxuan Wu, Baturalp Buyukates, Weizhao Jin, Yuhang Yao, Qifan Zhang, Salman Avestimehr, Chaoyang He

CoRR, 2023

FedMLSecurity: A Benchmark for Attacks and Defenses in Federated Learning and LLMs.

Shanshan Han, Baturalp Buyukates, Zijian Hu, Han Jin, Weizhao Jin, Lichao Sun, Xiaoyang Wang, Chulin Xie, Kai Zhang, Qifan Zhang, Yuhui Zhang, Chaoyang He, Salman Avestimehr

CoRR, 2023

FedML-HE: An Efficient Homomorphic-Encryption-Based Privacy-Preserving Federated Learning System.

Weizhao Jin, Yuhang Yao, Shanshan Han, Carlee Joe-Wong, Srivatsan Ravi, Salman Avestimehr, Chaoyang He

CoRR, 2023

Federated Analytics: A survey.

Ahmed Roushdy Elkordy, Yahya H. Ezzeldin, Shanshan Han, Shantanu Sharma, Chaoyang He, Sharad Mehrotra, Salman Avestimehr

CoRR, 2023

MiniTNtk: An Exact Synthesis-based Method for Minimizing Transistor Network.

Weihua Xiao, Shanshan Han, Yue Yang, Shaoze Yang, Cheng Zheng, Jingsong Chen, Tingyuan Liang, Lei Li, Weikang Qian

Proceedings of the IEEE/ACM International Conference on Computer Aided Design, 2023

Proof-of-Contribution-Based Design for Collaborative Machine Learning on Blockchain.

Baturalp Buyukates, Chaoyang He, Shanshan Han, Zhiyong Fang, Yupeng Zhang, Jieyi Long, Ali Farahanchi, Salman Avestimehr

Proceedings of the IEEE International Conference on Decentralized Applications and Infrastructures, 2023

2022

Quest: Privacy-Preserving Monitoring of Network Data: A System for Organizational Response to Pandemics.

Shantanu Sharma, Sharad Mehrotra, Nisha Panwar, Nalini Venkatasubramanian, Peeyush Gupta, Shanshan Han, Guoxi Wang

IEEE Trans. Serv. Comput., 2022

QUEST: Privacy-Preserving Monitoring of Network Data.

Shantanu Sharma, Sharad Mehrotra, Nisha Panwar, Nalini Venkatasubramanian, Peeyush Gupta, Shanshan Han, Guoxi Wang

Proceedings of the IEEE World Congress on Services, 2022

2021

Learning shape and texture progression for young child face aging.

Lu Liu, Haibo Yu, Shenghui Wang, Lili Wan, Shanshan Han

Signal Process. Image Commun., 2021

A Tourist Attraction Recommendation Model Fusing Spatial, Temporal, and Visual Embeddings for Flickr-Geotagged Photos.

Shanshan Han, Cuiming Liu, Keyun Chen, Dawei Gui, Qingyun Du

ISPRS Int. J. Geo Inf., 2021

2020

Extracting Representative Images of Tourist Attractions from Flickr by Combining an Improved Cluster Method and Multiple Deep Learning Models.

Shanshan Han, Fu Ren, Qingyun Du, Dawei Gui

ISPRS Int. J. Geo Inf., 2020

A privacy-enabled platform for COVID-19 applications: poster abstract.

Michael August, Christopher Davison, Mamadou H. Diallo, Dhrubajyoti Ghosh, Peeyush Gupta, Christopher T. Graves, Shanshan Han, Michael Holstrom, Pramod P. Khargonekar, Megan Kline, Sharad Mehrotra, Shantanu Sharma, Nalini Venkatasubramanian, Guoxi Wang, Roberto Yus

Proceedings of the SenSys '20: The 18th ACM Conference on Embedded Networked Sensor Systems, 2020

Hyperspectral Anomaly Detection Based on Isolation Forest with Band Clustering.

Yuancheng Huang, Yuanyuan Xue, Yuanchao Su, Shanshan Han

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019

An Iterative Scheme for Leverage-Based Approximate Aggregation.

Shanshan Han, Hongzhi Wang, Jialin Wan, Jianzhong Li

Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

2018

Using the TensorFlow Deep Neural Network to Classify Mainland China Visitor Behaviours in Hong Kong from Check-in Data.

Shanshan Han, Fu Ren, Chao Wu, Ying Chen, Qingyun Du, Xinyue Ye

ISPRS Int. J. Geo Inf., 2018

An Algorithm for Generating a Recommended Rule Set Based on Learner's Browse Interest.

Xiaowei Hao, Shanshan Han

Int. J. Emerg. Technol. Learn., 2018

2017

Optimal Scheduling of Friendly Jammers for Securing Wireless Communication.

Jialin Wan, Siyao Cheng, Shanshan Han, Jianzhong Li

CoRR, 2017

2016

Fuzzy Keywords Query.

Shanshan Han, Hongzhi Wang, Hong Gao, Jianzhong Li, Shenbin Huang

Proceedings of the Web Technologies and Applications - 18th Asia-Pacific Web Conference, 2016

2014

SVM-HMM Based Human Behavior Recognition.

Shanshan Han, Minfei Zhang, Penglin Li, Jinjie Yao

Proceedings of the Human Centered Computing - First International Conference, 2014

2011

The Study of Improved Grid Resource Scheduling Algorithm.

Qingshui Li, Yuling Zhai, Shanshan Han, Binbin Mo

Proceedings of the Information Computing and Applications, 2011

2010

Research on the updating method of land-use map based on object-oriented analysis.

Dongfeng Ren, Shanshan Han

Proceedings of the 18th International Conference on Geoinformatics: GIScience in Change, 2010

2008

Research on the Teaching Method of Combining the Theory and Practice in Data Structure Course.

Zhi Liu, Huaguo Jia, Shanshan Han

Proceedings of the 9th International Conference for Young Computer Scientists, 2008

2007

Evolving Classifier Ensemble With Gene Expression Programming.

Qu Li, Weihong Wang, Shanshan Han, Jianhong Li

Proceedings of the Third International Conference on Natural Computation, 2007

2006

A Preliminary Study on Constructing Decision Tree with Gene Expression Programming.

Weihong Wang, Qu Li, Shanshan Han, Hai Lin

Proceedings of the First International Conference on Innovative Computing, Information and Control (ICICIC 2006), 30 August, 2006