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ORCIDYafei Dai
Publications
- 2020
[c80]Yue Sun, Zhi Yang, Yafei Dai:
TrustGCN: Enabling Graph Convolutional Network for Robust Sybil Detection in OSNs. ASONAM 2020: 1-7- [c79]Zheyu Lin, Xukun Chen, Hanyu Zhao, Yunteng Luan, Zhi Yang, Yafei Dai:
A Topology-Aware Performance Prediction Model for Distributed Deep Learning on GPU Clusters. IEEE BigData 2020: 2795-2801 - [c78]Chao Tian, Lingxiao Ma, Zhi Yang, Yafei Dai:
PCGCN: Partition-Centric Processing for Accelerating Graph Convolutional Network. IPDPS 2020: 936-945 - 2019
- [c76]Yunteng Luan, Xukun Chen, Hanyu Zhao, Zhi Yang, Yafei Dai:
SCHED²: Scheduling Deep Learning Training via Deep Reinforcement Learning. GLOBECOM 2019: 1-7 - [c75]Lingxiao Ma, Zhi Yang, Youshan Miao, Jilong Xue, Ming Wu, Lidong Zhou, Yafei Dai:
NeuGraph: Parallel Deep Neural Network Computation on Large Graphs. USENIX Annual Technical Conference 2019: 443-458 - [i3]Yunteng Luan, Hanyu Zhao, Zhi Yang, Yafei Dai:
MSD: Multi-Self-Distillation Learning via Multi-classifiers within Deep Neural Networks. CoRR abs/1911.09418 (2019) - 2018
- [c74]Hanyu Zhao, Quanlu Zhang, Zhi Yang, Ming Wu, Yafei Dai:
SDPaxos: Building Efficient Semi-Decentralized Geo-replicated State Machines. SoCC 2018: 68-81 - [c73]Zhi Yang, Yusi Zhang, Yafei Dai:
Defending against Social Network Sybils with Interaction Graph Embedding. CNS 2018: 1-9 - [c72]Yangze Guo, Yuanxing Zhang
, Zhi Yang, Kaigui Bian, Hu Tuo, Yafei Dai:
ATDPS: An Adaptive Time-Dependent Push Strategy in Hybrid CDN-P2P VoD System. ICC 2018: 1-6 - [c71]Zhi Yang, Yusi Zhang, Binghui Guo, Ben Y. Zhao, Yafei Dai:
DeepCredit: Exploiting User Cickstream for Loan Risk Prediction in P2P Lending. ICWSM 2018: 444-453 - [c70]Shenglong Li, Quanlu Zhang, Zhi Yang, Hanyu Zhao, Yafei Dai:
Building efficient and available distributed transaction with Paxos-based coding consensus. INFOCOM Workshops 2018: 373-378 - [i2]Lingxiao Ma, Zhi Yang, Youshan Miao, Jilong Xue, Ming Wu, Lidong Zhou, Yafei Dai:
Towards Efficient Large-Scale Graph Neural Network Computing. CoRR abs/1810.08403 (2018) - 2017
- [j26]Jilong Xue, Zhi Yang, Shian Hou, Yafei Dai:
Processing Concurrent Graph Analytics with Decoupled Computation Model. IEEE Trans. Computers 66(5): 876-890 (2017) - [c69]Zhenhui Zhu, Zhi Yang, Yafei Dai:
Understanding the Gift-Sending Interaction on Live-Streaming Video Websites. HCI (12) 2017: 274-285 - [c68]Quanlu Zhang, Zhenhua Li, Zhi Yang, Shenglong Li, Shouyang Li, Yangze Guo, Yafei Dai:
DeltaCFS: Boosting Delta Sync for Cloud Storage Services by Learning from NFS. ICDCS 2017: 264-275 - [c67]Lingxiao Ma, Zhi Yang, Han Chen, Jilong Xue, Yafei Dai:
Garaph: Efficient GPU-accelerated Graph Processing on a Single Machine with Balanced Replication. USENIX Annual Technical Conference 2017: 195-207 - 2016
- [j25]Zhi Yang, Jilong Xue, Xiaoyong Yang, Xiao Wang, Yafei Dai:
VoteTrust: Leveraging Friend Invitation Graph to Defend against Social Network Sybils. IEEE Trans. Dependable Secur. Comput. 13(4): 488-501 (2016) - [c66]Shenglong Li, Jilong Xue, Zhi Yang, Yafei Dai:
Efficient Distributed Machine Learning with Trigger Driven Parallel Training. GLOBECOM 2016: 1-6 - 2015
- [j22]Zhi Yang, Yuanjian Xing, Chi Chen, Jilong Xue, Yafei Dai:
Understanding the performance of offline download in real p2p networks. Peer-to-Peer Netw. Appl. 8(6): 992-1007 (2015) - [j21]Quanlu Zhang, Shenglong Li, Zhenhua Li, Yuanjian Xing, Zhi Yang, Yafei Dai:
CHARM: A Cost-Efficient Multi-Cloud Data Hosting Scheme with High Availability. IEEE Trans. Cloud Comput. 3(3): 372-386 (2015) - [c65]Jilong Xue, Zhi Yang, Shian Hou, Yafei Dai:
When computing meets heterogeneous cluster: Workload assignment in graph computation. IEEE BigData 2015: 154-163 - [c62]Zhi Yang, Jilong Xue, Christo Wilson, Ben Y. Zhao, Yafei Dai:
Process-driven Analysis of Dynamics in Online Social Interactions. COSN 2015: 139-149 - [c61]Shenglong Li, Quanlu Zhang, Zhi Yang, Yafei Dai:
Understanding and Surpassing Dropbox: Efficient Incremental Synchronization in Cloud Storage Services. GLOBECOM 2015: 1-7 - [c59]Zhi Yang, Jilong Xue, Christo Wilson, Ben Y. Zhao, Yafei Dai:
Uncovering User Interaction Dynamics in Online Social Networks. ICWSM 2015: 698-701 - 2014
- [j20]Zhi Yang, Christo Wilson, Xiao Wang, Tingting Gao, Ben Y. Zhao, Yafei Dai:
Uncovering social network Sybils in the wild. ACM Trans. Knowl. Discov. Data 8(1): 2:1-2:29 (2014) - [c57]Jilong Xue, Zhi Yang, Zhi Qu, Shian Hou, Yafei Dai:
Seraph: an efficient, low-cost system for concurrent graph processing. HPDC 2014: 227-238 - 2013
- [j19]Yuanjian Xing, Zhi Yang, Chi Chen, Yafei Dai:
Beehive: low-cost content subscription service using cloudlets. Sci. China Inf. Sci. 56(7): 1-16 (2013) - [c54]Jilong Xue, Zhi Yang, Xiaoyong Yang, Xiao Wang, Lijiang Chen, Yafei Dai:
VoteTrust: Leveraging friend invitation graph to defend against social network Sybils. INFOCOM 2013: 2400-2408 - [c51]Zhi Yang, Yafei Dai:
PROB: A lightweight approach for fast content propagation in P2P networks. P2P 2013: 1-10 - [c50]Zhi Yang, Jilong Xue, Han Xiao Zhao, Xiao Wang, Ben Y. Zhao, Yafei Dai:
Unfolding dynamics in a social network: co-evolution oflink formation and user interaction. WWW (Companion Volume) 2013: 67-68 - 2011
- [j15]Zhi Yang, Yafei Dai:
Autoproc: An automatic proactive replication scheme for P2P storage. Sci. China Inf. Sci. 54(6): 1151-1160 (2011) - [j14]Yu Wu, Zhi Yang, Zhi Qu, Zhen Xiao, Yafei Dai:
User-experience-based availability analysis model and its application in P2P storage systems. Sci. China Inf. Sci. 54(8): 1585-1595 (2011) - [j13]Zhi Yang, Jing Tian, Ben Y. Zhao, Wei Chen, Yafei Dai:
Protector: A Probabilistic Failure Detector for Cost-Effective Peer-to-Peer Storage. IEEE Trans. Parallel Distributed Syst. 22(9): 1514-1527 (2011) - [c44]Yuanjian Xing, Zhi Yang, Chi Chen, Jilong Xue, Yafei Dai:
On the QoS of Offline Download in Retrieving Peer-Side File Resource. ICPP 2011: 783-792 - [c43]Zhi Yang, Christo Wilson, Xiao Wang, Tingting Gao, Ben Y. Zhao, Yafei Dai:
Uncovering social network sybils in the wild. Internet Measurement Conference 2011: 259-268 - [c41]Zhi Yang, Yuanjian Xing, Feng Xiao, Zhi Qu, Xiaoming Li, Yafei Dai:
Exploring peer heterogeneity: Towards understanding and application. Peer-to-Peer Computing 2011: 20-29 - [i1]Zhi Yang, Christo Wilson, Xiao Wang, Tingting Gao, Ben Y. Zhao, Yafei Dai:
Uncovering Social Network Sybils in the Wild. CoRR abs/1106.5321 (2011) - 2010
- [j9]Zhi Yang, Jing Tian, Yafei Dai:
Towards a more accurate availability evaluation in peer-to-peer storage systems. Int. J. High Perform. Comput. Netw. 6(3/4): 213-219 (2010) - [c38]Zhi Yang, Ben Y. Zhao, Yuanjian Xing, Song Ding, Feng Xiao, Yafei Dai:
AmazingStore: available, low-cost online storage service using cloudlets. IPTPS 2010: 2 - 2009
- [j7]Zhi Yang, Yafei Dai, Xiaoming Li:
The Neutralizer: a self-configurable failure detector for minimizing distributed storage maintenance cost. Concurr. Comput. Pract. Exp. 21(2): 185-204 (2009) - [c34]Zhi Yang, Yafei Dai, Zhen Xiao:
Exploring the Cost-Availability Tradeoff in P2P Storage Systems. ICPP 2009: 429-436 - 2008
- [c28]Jing Tian, Zhi Yang, Wei Chen, Ben Y. Zhao, Yafei Dai:
Probabilistic Failure Detection for Efficient Distributed Storage Maintenance. SRDS 2008: 147-156 - 2007
- [c21]Jing Tian, Zhi Yang, Yafei Dai:
A Data Placement Scheme with Time-Related Model for P2P Storages. Peer-to-Peer Computing 2007: 151-158 - 2006
- [c13]Zhi Yang, Jing Tian, Yafei Dai:
Towards a More Accurate Availability Evaluation. IWNAS 2006: 73-80
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