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2020 – today
- 2024
[j9]Luwei Feng, Dawei Gui, Shanshan Han, Tianqi Qiu
, Yumiao Wang:
Integrating Optical and SAR Time Series Images for Unsupervised Domain Adaptive Crop Mapping. Remote. Sens. 16(8): 1464 (2024)- [c15]Yuhang Yao, Han Jin, Alay Dilipbhai Shah, Shanshan Han, Zijian Hu, Dimitris Stripelis, Yide Ran, Zhaozhuo Xu, Salman Avestimehr, Chaoyang He:
ScaleLLM: A Resource-Frugal LLM Serving Framework by Optimizing End-to-End Efficiency. EMNLP (Industry Track) 2024: 279-289 - [c14]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:
FedSecurity: A Benchmark for Attacks and Defenses in Federated Learning and Federated LLMs. KDD 2024: 5070-5081 - [i12]Shanshan Han, Qifan Zhang, Yuhang Yao, Weizhao Jin, Zhaozhuo Xu, Chaoyang He:
LLM Multi-Agent Systems: Challenges and Open Problems. CoRR abs/2402.03578 (2024) - [i11]Shanshan Han, Yuhang Yao, Zijian Hu, Dimitris Stripelis, Zhaozhuo Xu, Chaoyang He:
TorchOpera: A Compound AI System for LLM Safety. CoRR abs/2406.10847 (2024) - [i10]Yuhang Yao, Han Jin, Alay Dilipbhai Shah, Shanshan Han, Zijian Hu, Yide Ran, Dimitris Stripelis, Zhaozhuo Xu, Salman Avestimehr, Chaoyang He:
ScaleLLM: A Resource-Frugal LLM Serving Framework by Optimizing End-to-End Efficiency. CoRR abs/2408.00008 (2024) - [i9]Shanshan Han:
Bridging Today and the Future of Humanity: AI Safety in 2024 and Beyond. CoRR abs/2410.18114 (2024) - 2023
- [j8]Rong Jiang, Shanshan Han, Yimin Yu, Weiping Ding:
An access control model for medical big data based on clustering and risk. Inf. Sci. 621: 691-707 (2023) - [j7]Shanshan Han, Vishal Chakraborty, Michael T. Goodrich, Sharad Mehrotra, Shantanu Sharma:
Veil: A Storage and Communication Efficient Volume-Hiding Algorithm. Proc. ACM Manag. Data 1(4): 265:1-265:27 (2023) - [c13]Baturalp Buyukates, Chaoyang He, Shanshan Han, Zhiyong Fang, Yupeng Zhang, Jieyi Long, Ali Farahanchi, Salman Avestimehr:
Proof-of-Contribution-Based Design for Collaborative Machine Learning on Blockchain. DAPPS 2023: 13-22 - [c12]Weihua Xiao, Shanshan Han, Yue Yang, Shaoze Yang, Cheng Zheng, Jingsong Chen, Tingyuan Liang, Lei Li, Weikang Qian:
MiniTNtk: An Exact Synthesis-based Method for Minimizing Transistor Network. ICCAD 2023: 1-9 - [i8]Ahmed Roushdy Elkordy, Yahya H. Ezzeldin, Shanshan Han, Shantanu Sharma, Chaoyang He, Sharad Mehrotra, Salman Avestimehr:
Federated Analytics: A survey. CoRR abs/2302.01326 (2023) - [i7]Baturalp Buyukates, Chaoyang He, Shanshan Han, Zhiyong Fang, Yupeng Zhang, Jieyi Long, Ali Farahanchi, Salman Avestimehr:
Proof-of-Contribution-Based Design for Collaborative Machine Learning on Blockchain. CoRR abs/2302.14031 (2023) - [i6]Weizhao Jin, Yuhang Yao, Shanshan Han, Carlee Joe-Wong, Srivatsan Ravi, Salman Avestimehr, Chaoyang He:
FedML-HE: An Efficient Homomorphic-Encryption-Based Privacy-Preserving Federated Learning System. CoRR abs/2303.10837 (2023) - [i5]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:
FedMLSecurity: A Benchmark for Attacks and Defenses in Federated Learning and LLMs. CoRR abs/2306.04959 (2023) - [i4]Shanshan Han, Wenxuan Wu, Baturalp Buyukates, Weizhao Jin, Yuhang Yao, Qifan Zhang, Salman Avestimehr, Chaoyang He:
Kick Bad Guys Out! Zero-Knowledge-Proof-Based Anomaly Detection in Federated Learning. CoRR abs/2310.04055 (2023) - [i3]Shanshan Han, Vishal Chakraborty, Michael T. Goodrich, Sharad Mehrotra, Shantanu Sharma:
Hiding Access-pattern is Not Enough! Veil: A Storage and Communication Efficient Volume-Hiding Algorithm. CoRR abs/2310.12491 (2023) - 2022
- [j6]Shantanu Sharma, Sharad Mehrotra, Nisha Panwar, Nalini Venkatasubramanian, Peeyush Gupta, Shanshan Han, Guoxi Wang:
Quest: Privacy-Preserving Monitoring of Network Data: A System for Organizational Response to Pandemics. IEEE Trans. Serv. Comput. 15(3): 1233-1250 (2022) - [c11]Shantanu Sharma, Sharad Mehrotra, Nisha Panwar, Nalini Venkatasubramanian, Peeyush Gupta, Shanshan Han, Guoxi Wang:
QUEST: Privacy-Preserving Monitoring of Network Data. SERVICES 2022: 21 - 2021
- [j5]Shanshan Han, Cuiming Liu, Keyun Chen, Dawei Gui, Qingyun Du:
A Tourist Attraction Recommendation Model Fusing Spatial, Temporal, and Visual Embeddings for Flickr-Geotagged Photos. ISPRS Int. J. Geo Inf. 10(1): 20 (2021) - [j4]Lu Liu, Haibo Yu, Shenghui Wang, Lili Wan, Shanshan Han:
Learning shape and texture progression for young child face aging. Signal Process. Image Commun. 93: 116127 (2021) - 2020
- [j3]Shanshan Han, Fu Ren, Qingyun Du, Dawei Gui:
Extracting Representative Images of Tourist Attractions from Flickr by Combining an Improved Cluster Method and Multiple Deep Learning Models. ISPRS Int. J. Geo Inf. 9(2): 81 (2020) - [c10]Yuancheng Huang, Yuanyuan Xue, Yuanchao Su, Shanshan Han:
Hyperspectral Anomaly Detection Based on Isolation Forest with Band Clustering. IGARSS 2020: 2416-2419 - [c9]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:
A privacy-enabled platform for COVID-19 applications: poster abstract. SenSys 2020: 745-746
2010 – 2019
- 2019
- [c8]Shanshan Han, Hongzhi Wang, Jialin Wan, Jianzhong Li:
An Iterative Scheme for Leverage-Based Approximate Aggregation. ICDE 2019: 494-505 - 2018
- [j2]Xiaowei Hao, Shanshan Han:
An Algorithm for Generating a Recommended Rule Set Based on Learner's Browse Interest. Int. J. Emerg. Technol. Learn. 13(11): 102-116 (2018) - [j1]Shanshan Han, Fu Ren, Chao Wu, Ying Chen, Qingyun Du, Xinyue Ye:
Using the TensorFlow Deep Neural Network to Classify Mainland China Visitor Behaviours in Hong Kong from Check-in Data. ISPRS Int. J. Geo Inf. 7(4): 158 (2018) - 2017
- [i2]Jialin Wan, Siyao Cheng, Shanshan Han, Jianzhong Li:
Optimal Scheduling of Friendly Jammers for Securing Wireless Communication. CoRR abs/1710.09566 (2017) - [i1]Shanshan Han, Hongzhi Wang, Jialin Wan, Jianzhong Li:
An Iterative Scheme for Leverage-based Approximate Aggregation. CoRR abs/1711.01960 (2017) - 2016
- [c7]Shanshan Han, Hongzhi Wang, Hong Gao, Jianzhong Li, Shenbin Huang:
Fuzzy Keywords Query. APWeb (2) 2016: 251-262 - 2014
- [c6]Shanshan Han, Minfei Zhang, Penglin Li, Jinjie Yao:
SVM-HMM Based Human Behavior Recognition. HCC 2014: 93-103 - 2011
- [c5]Qingshui Li, Yuling Zhai, Shanshan Han, Binbin Mo:
The Study of Improved Grid Resource Scheduling Algorithm. ICICA (LNCS) 2011: 391-398 - 2010
- [c4]Dongfeng Ren, Shanshan Han:
Research on the updating method of land-use map based on object-oriented analysis. Geoinformatics 2010: 1-4
2000 – 2009
- 2008
- [c3]Zhi Liu, Huaguo Jia, Shanshan Han:
Research on the Teaching Method of Combining the Theory and Practice in Data Structure Course. ICYCS 2008: 2501-2506 - 2007
- [c2]Qu Li, Weihong Wang, Shanshan Han, Jianhong Li:
Evolving Classifier Ensemble With Gene Expression Programming. ICNC (3) 2007: 546-550 - 2006
- [c1]Weihong Wang, Qu Li, Shanshan Han, Hai Lin:
A Preliminary Study on Constructing Decision Tree with Gene Expression Programming. ICICIC (1) 2006: 222-225
Coauthor Index
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last updated on 2024-11-28 20:28 CET by the dblp team
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