Zhi Yang

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 76

Top Venues

Publications

Wentao Zhang, Yexin Wang, Zhenbang You, Yang Li, Gang Cao, Zhi Yang, Bin Cui
NC-ALG: Graph-Based Active Learning Under Noisy Crowd. ICDE (2024)
Hanyu Zhao, Zhi Yang, Yu Cheng, Chao Tian, Shiru Ren, Wencong Xiao, Man Yuan, Langshi Chen, Kaibo Liu, Yang Zhang, Yong Li, Wei Lin
GoldMiner: Elastic Scaling of Training Data Pre-Processing Pipelines for Deep Learning. Proc. ACM Manag. Data 1 (2) (2023)
Zeang Sheng, Wentao Zhang, Wen Ouyang, Yangyu Tao, Zhi Yang, Bin Cui
Graph-Enforced Neural Network for Attributed Graph Clustering. APWeb-WAIM (1) (2023)
Xupeng Miao, Yining Shi, Zhi Yang, Bin Cui, Zhihao Jia
SDPipe: A Semi-Decentralized Framework for Heterogeneity-aware Pipeline-parallel Training. Proc. VLDB Endow. 16 (9) (2023)
Yining Shi, Zhi Yang, Jilong Xue, Lingxiao Ma, Yuqing Xia, Ziming Miao, Yuxiao Guo, Fan Yang, Lidong Zhou
Welder: Scheduling Deep Learning Memory Access via Tile-graph. OSDI (2023)
Yexin Wang, Zhi Yang, Junqi Liu, Wentao Zhang, Bin Cui
Scapin: Scalable Graph Structure Perturbation by Augmented Influence Maximization. Proc. ACM Manag. Data 1 (2) (2023)
Hanyu Zhao, Zhenhua Han, Zhi Yang, Quanlu Zhang, Mingxia Li, Fan Yang, Qianxi Zhang, Binyang Li, Yuqing Yang, Lili Qiu, Lintao Zhang, Lidong Zhou
SiloD: A Co-design of Caching and Scheduling for Deep Learning Clusters. EuroSys (2023)
Chen Zhang, Lingxiao Ma, Jilong Xue, Yining Shi, Ziming Miao, Fan Yang, Jidong Zhai, Zhi Yang, Mao Yang
Cocktailer: Analyzing and Optimizing Dynamic Control Flow in Deep Learning. OSDI (2023)
Wentao Zhang, Yexin Wang, Zhenbang You, Meng Cao, Ping Huang, Jiulong Shan, Zhi Yang, Bin Cui
Information Gain Propagation: a new way to Graph Active Learning with Soft Labels. CoRR (2022)
Wentao Zhang, Ziqi Yin, Zeang Sheng, Yang Li, Wen Ouyang, Xiaosen Li, Yangyu Tao, Zhi Yang, Bin Cui
Graph Attention Multi-Layer Perceptron. CoRR (2022)
Xiaonan Nie, Xupeng Miao, Zhi Yang, Bin Cui
TSPLIT: Fine-grained GPU Memory Management for Efficient DNN Training via Tensor Splitting. ICDE (2022)
Yuezihan Jiang, Yu Cheng, Hanyu Zhao, Wentao Zhang, Xupeng Miao, Yu He, Liang Wang, Zhi Yang, Bin Cui
Zoomer: Boosting Retrieval on Web-scale Graphs by Regions of Interest. ICDE (2022)
Yang Li, Yu Shen, Huaijun Jiang, Wentao Zhang, Zhi Yang, Ce Zhang, Bin Cui
TransBO: Hyperparameter Optimization via Two-Phase Transfer Learning. KDD (2022)
Wentao Zhang, Yexin Wang, Zhenbang You, Meng Cao, Ping Huang, Jiulong Shan, Zhi Yang, Bin Cui
Information Gain Propagation: a New Way to Graph Active Learning with Soft Labels. ICLR (2022)
Wentao Zhang, Zeang Sheng, Mingyu Yang, Yang Li, Yu Shen, Zhi Yang, Bin Cui
NAFS: A Simple yet Tough-to-beat Baseline for Graph Representation Learning. CoRR (2022)
Wentao Zhang, Zeang Sheng, Mingyu Yang, Yang Li, Yu Shen, Zhi Yang, Bin Cui
NAFS: A Simple yet Tough-to-beat Baseline for Graph Representation Learning. ICML (2022)
Yuezihan Jiang, Hao Yang, Junyang Lin, Hanyu Zhao, An Yang, Chang Zhou, Hongxia Yang, Zhi Yang, Bin Cui
Instance-wise Prompt Tuning for Pretrained Language Models. CoRR (2022)
Yang Li, Yu Shen, Huaijun Jiang, Wentao Zhang, Zhi Yang, Ce Zhang, Bin Cui
TransBO: Hyperparameter Optimization via Two-Phase Transfer Learning. CoRR (2022)
Wentao Zhang, Zheyu Lin, Yu Shen, Yang Li, Zhi Yang, Bin Cui
DFG-NAS: Deep and Flexible Graph Neural Architecture Search. CoRR (2022)
Wentao Zhang, Yu Shen, Zheyu Lin, Yang Li, Xiaosen Li, Wen Ouyang, Yangyu Tao, Zhi Yang, Bin Cui
PaSca: a Graph Neural Architecture Search System under the Scalable Paradigm. CoRR (2022)
Wentao Zhang, Yu Shen, Zheyu Lin, Yang Li, Xiaosen Li, Wen Ouyang, Yangyu Tao, Zhi Yang, Bin Cui
PaSca: A Graph Neural Architecture Search System under the Scalable Paradigm. WWW (2022)
Zhirong Xu, Shiyang Wen, Junshan Wang, Guojun Liu, Liang Wang, Zhi Yang, Lei Ding, Yan Zhang, Di Zhang, Jian Xu, Bo Zheng
AMCAD: Adaptive Mixed-Curvature Representation based Advertisement Retrieval System. CoRR (2022)
Xupeng Miao, Yining Shi, Hailin Zhang, Xin Zhang, Xiaonan Nie, Zhi Yang, Bin Cui
HET-GMP: A Graph-based System Approach to Scaling Large Embedding Model Training. SIGMOD Conference (2022)
Wentao Zhang, Zeang Sheng, Ziqi Yin, Yuezihan Jiang, Yikuan Xia, Jun Gao, Zhi Yang, Bin Cui
Model Degradation Hinders Deep Graph Neural Networks. CoRR (2022)
Wentao Zhang, Zheyu Lin, Yu Shen, Yang Li, Zhi Yang, Bin Cui
Deep and Flexible Graph Neural Architecture Search. ICML (2022)
Xupeng Miao, Lingxiao Ma, Zhi Yang, Yingxia Shao, Bin Cui, Lele Yu, Jiawei Jiang
CuWide: Towards Efficient Flow-Based Training for Sparse Wide Models on GPUs. IEEE Trans. Knowl. Data Eng. 34 (9) (2022)
Zhirong Xu, Shiyang Wen, Junshan Wang, Guojun Liu, Liang Wang, Zhi Yang, Lei Ding, Yan Zhang, Di Zhang, Jian Xu, Bo Zheng
AMCAD: Adaptive Mixed-Curvature Representation based Advertisement Retrieval System. ICDE (2022)
Yuezihan Jiang, Yu Cheng, Hanyu Zhao, Wentao Zhang, Xupeng Miao, Yu He, Liang Wang, Zhi Yang, Bin Cui
ZOOMER: Boosting Retrieval on Web-scale Graphs by Regions of Interest. CoRR (2022)
Wentao Zhang, Ziqi Yin, Zeang Sheng, Yang Li, Wen Ouyang, Xiaosen Li, Yangyu Tao, Zhi Yang, Bin Cui
Graph Attention Multi-Layer Perceptron. KDD (2022)
Wentao Zhang, Zeang Sheng, Yuezihan Jiang, Yikuan Xia, Jun Gao, Zhi Yang, Bin Cui
Evaluating Deep Graph Neural Networks. CoRR (2021)
Wentao Zhang, Yuezihan Jiang, Yang Li, Zeang Sheng, Yu Shen, Xupeng Miao, Liang Wang, Zhi Yang, Bin Cui
ROD: Reception-aware Online Distillation for Sparse Graphs. KDD (2021)
Yang Li, Yu Shen, Wentao Zhang, Jiawei Jiang, Bolin Ding, Yaliang Li, Jingren Zhou, Zhi Yang, Wentao Wu, Ce Zhang, Bin Cui
VolcanoML: Speeding up End-to-End AutoML via Scalable Search Space Decomposition. CoRR (2021)
Wentao Zhang, Zhi Yang, Yexin Wang, Yu Shen, Yang Li, Liang Wang, Bin Cui
Grain: Improving Data Efficiency of Graph Neural Networks via Diversified Influence Maximization. CoRR (2021)
Xupeng Miao, Xiaonan Nie, Yingxia Shao, Zhi Yang, Jiawei Jiang, Lingxiao Ma, Bin Cui
Heterogeneity-Aware Distributed Machine Learning Training via Partial Reduce. SIGMOD Conference (2021)
Xiaonan Nie, Shijie Cao, Xupeng Miao, Lingxiao Ma, Jilong Xue, Youshan Miao, Zichao Yang, Zhi Yang, Bin Cui
Dense-to-Sparse Gate for Mixture-of-Experts. CoRR (2021)
Shiyang Wen, Yiran Chen, Zhi Yang, Yan Zhang, Di Zhang, Liang Wang, Bo Zheng
SMAD: Scalable Multi-view Ad Retrieval System for E-Commerce Sponsored Search. CIKM (2021)
Wentao Zhang, Yexin Wang, Zhenbang You, Meng Cao, Ping Huang, Jiulong Shan, Zhi Yang, Bin Cui
RIM: Reliable Influence-based Active Learning on Graphs. NeurIPS (2021)
Xupeng Miao, Hailin Zhang, Yining Shi, Xiaonan Nie, Zhi Yang, Yangyu Tao, Bin Cui
HET: Scaling out Huge Embedding Model Training via Cache-enabled Distributed Framework. CoRR (2021)
Wentao Zhang, Mingyu Yang, Zeang Sheng, Yang Li, Wen Ouyang, Yangyu Tao, Zhi Yang, Bin Cui
Node Dependent Local Smoothing for Scalable Graph Learning. CoRR (2021)
Wentao Zhang, Mingyu Yang, Zeang Sheng, Yang Li, Wen Ouyang, Yangyu Tao, Zhi Yang, Bin Cui
Node Dependent Local Smoothing for Scalable Graph Learning. NeurIPS (2021)
Yang Li, Yu Shen, Wentao Zhang, Yuanwei Chen, Huaijun Jiang, Mingchao Liu, Jiawei Jiang, Jinyang Gao, Wentao Wu, Zhi Yang, Ce Zhang, Bin Cui
OpenBox: A Generalized Black-box Optimization Service. KDD (2021)
Wentao Zhang, Zhi Yang, Yexin Wang, Yu Shen, Yang Li, Liang Wang, Bin Cui
Grain: Improving Data Efficiency of Graph Neural Networks via Diversified Influence Maximization. Proc. VLDB Endow. 14 (11) (2021)
Wentao Zhang, Yuezihan Jiang, Yang Li, Zeang Sheng, Yu Shen, Xupeng Miao, Liang Wang, Zhi Yang, Bin Cui
ROD: Reception-aware Online Distillation for Sparse Graphs. CoRR (2021)
Yang Li, Yu Shen, Wentao Zhang, Yuanwei Chen, Huaijun Jiang, Mingchao Liu, Jiawei Jiang, Jinyang Gao, Wentao Wu, Zhi Yang, Ce Zhang, Bin Cui
OpenBox: A Generalized Black-box Optimization Service. CoRR (2021)
Xupeng Miao, Lingxiao Ma, Zhi Yang, Yingxia Shao, Bin Cui, Lele Yu, Jiawei Jiang
CuWide: Towards Efficient Flow-based Training for Sparse Wide Models on GPUs (Extended Abstract). ICDE (2021)
Yang Li, Yu Shen, Wentao Zhang, Jiawei Jiang, Yaliang Li, Bolin Ding, Jingren Zhou, Zhi Yang, Wentao Wu, Ce Zhang, Bin Cui
VolcanoML: Speeding up End-to-End AutoML via Scalable Search Space Decomposition. Proc. VLDB Endow. 14 (11) (2021)
Wentao Zhang, Ziqi Yin, Zeang Sheng, Wen Ouyang, Xiaosen Li, Yangyu Tao, Zhi Yang, Bin Cui
Graph Attention Multi-Layer Perceptron. CoRR (2021)
Wentao Zhang, Yexin Wang, Zhenbang You, Meng Cao, Ping Huang, Jiulong Shan, Zhi Yang, Bin Cui
RIM: Reliable Influence-based Active Learning on Graphs. CoRR (2021)
Wentao Zhang, Yu Shen, Zheyu Lin, Yang Li, Xiaosen Li, Wen Ouyang, Yangyu Tao, Zhi Yang, Bin Cui
GMLP: Building Scalable and Flexible Graph Neural Networks with Feature-Message Passing. CoRR (2021)
Wentao Zhang, Yu Shen, Yang Li, Lei Chen, Zhi Yang, Bin Cui
ALG: Fast and Accurate Active Learning Framework for Graph Convolutional Networks. SIGMOD Conference (2021)
Xupeng Miao, Hailin Zhang, Yining Shi, Xiaonan Nie, Zhi Yang, Yangyu Tao, Bin Cui
HET: Scaling out Huge Embedding Model Training via Cache-enabled Distributed Framework. Proc. VLDB Endow. 15 (2) (2021)
Chao Tian, Lingxiao Ma, Zhi Yang, Yafei Dai
PCGCN: Partition-Centric Processing for Accelerating Graph Convolutional Network. IPDPS (2020)
Hanyu Zhao, Zhenhua Han, Zhi Yang, Quanlu Zhang, Fan Yang, Lidong Zhou, Mao Yang, Francis C. M. Lau, Yuqi Wang, Yifan Xiong, Bin Wang
HiveD: Sharing a GPU Cluster for Deep Learning with Guarantees. OSDI (2020)
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)
Yue Sun, Zhi Yang, Yafei Dai
TrustGCN: Enabling Graph Convolutional Network for Robust Sybil Detection in OSNs. ASONAM (2020)
Lingxiao Ma, Zhiqiang Xie, Zhi Yang, Jilong Xue, Youshan Miao, Wei Cui, Wenxiang Hu, Fan Yang, Lintao Zhang, Lidong Zhou
Rammer: Enabling Holistic Deep Learning Compiler Optimizations with rTasks. OSDI (2020)
Yunteng Luan, Xukun Chen, Hanyu Zhao, Zhi Yang, Yafei Dai
SCHED²: Scheduling Deep Learning Training via Deep Reinforcement Learning. GLOBECOM (2019)
Yusi Zhang, Zhi Yang, Liang Wang, Li He
einforcement Learning in E-commerce Sponsored Search Advertising. CIKM (2019)
Yunteng Luan, Hanyu Zhao, Zhi Yang, Yafei Dai
MSD: Multi-Self-Distillation Learning via Multi-classifiers within Deep Neural Networks. CoRR (2019)
Shijie Cao, Lingxiao Ma, Wencong Xiao, Chen Zhang, Yunxin Liu, Lintao Zhang, Lanshun Nie, Zhi Yang
SeerNet: Predicting Convolutional Neural Network Feature-Map Sparsity Through Low-Bit Quantization. CVPR (2019)
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)
Zhi Yang, Yusi Zhang, Binghui Guo, Ben Y. Zhao, Yafei Dai
DeepCredit: Exploiting User Cickstream for Loan Risk Prediction in P2P Lending. ICWSM (2018)
Lingxiao Ma, Zhi Yang, Youshan Miao, Jilong Xue, Ming Wu, Lidong Zhou, Yafei Dai
Towards Efficient Large-Scale Graph Neural Network Computing. CoRR (2018)
Shenglong Li, Quanlu Zhang, Zhi Yang, Hanyu Zhao, Yafei Dai
Building efficient and available distributed transaction with Paxos-based coding consensus. INFOCOM Workshops (2018)
Yuanxing Zhang, Chengliang Gao, Yangze Guo, Kaigui Bian, Xin Jin, Zhi Yang, Lingyang Song, Jiangang Cheng, Hu Tuo, Xiaoming Li
Proactive Video Push for Optimizing Bandwidth Consumption in Hybrid CDN-P2P VoD Systems. INFOCOM (2018)
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)
Zhi Yang, Yusi Zhang, Yafei Dai
Defending against Social Network Sybils with Interaction Graph Embedding. CNS (2018)
Hanyu Zhao, Quanlu Zhang, Zhi Yang, Ming Wu, Yafei Dai
SDPaxos: Building Efficient Semi-Decentralized Geo-replicated State Machines. SoCC (2018)
Jilong Xue, Zhi Yang, Shian Hou, Yafei Dai
Processing Concurrent Graph Analytics with Decoupled Computation Model. IEEE Trans. Computers 66 (5) (2017)
Yuanxing Zhang, Zhuqi Li, Kaigui Bian, Yichong Bai, Zhi Yang, Xiaoming Li
Modeling geo-homopholy in online social networks for population distribution projection. Int. J. Crowd Sci. 1 (3) (2017)
Zhenhui Zhu, Zhi Yang, Yafei Dai
Understanding the Gift-Sending Interaction on Live-Streaming Video Websites. HCI (12) (2017)
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)
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)
Yuanxing Zhang, Zhuqi Li, Kaigui Bian, Yichong Bai, Zhi Yang, Xiaoming Li
Population Distribution Projection by Modeling Geo Homophily in Online Social Networks. ICCSE (2017)
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) (2016)
Shenglong Li, Jilong Xue, Zhi Yang, Yafei Dai
Efficient Distributed Machine Learning with Trigger Driven Parallel Training. GLOBECOM (2016)
Jilong Xue, Zhi Yang, Shian Hou, Yafei Dai
When computing meets heterogeneous cluster: Workload assignment in graph computation. IEEE BigData (2015)
Zhi Yang, Jilong Xue, Christo Wilson, Ben Y. Zhao, Yafei Dai
Process-driven Analysis of Dynamics in Online Social Interactions. COSN (2015)
Zhi Yang, Wei Chen
A Game Theoretic Model for the Formation of Navigable Small-World Networks. WWW (2015)
Zhi Yang, Jilong Xue, Christo Wilson, Ben Y. Zhao, Yafei Dai
Uncovering User Interaction Dynamics in Online Social Networks. ICWSM (2015)
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) (2015)
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) (2015)
Shenglong Li, Quanlu Zhang, Zhi Yang, Yafei Dai
Understanding and Surpassing Dropbox: Efficient Incremental Synchronization in Cloud Storage Services. GLOBECOM (2015)
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) (2014)
Zhi Yang, Wei Chen
A Game Theoretic Model for the Formation of Navigable Small-World Networks. CoRR (2014)
Jilong Xue, Zhi Yang, Zhi Qu, Shian Hou, Yafei Dai
Seraph: an efficient, low-cost system for concurrent graph processing. HPDC (2014)
Yuanjian Xing, Zhi Yang, Chi Chen, Yafei Dai
Beehive: low-cost content subscription service using cloudlets. Sci. China Inf. Sci. 56 (7) (2013)
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)
Zhi Yang, Yafei Dai
PROB: A lightweight approach for fast content propagation in P2P networks. P2P (2013)
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)
Zhi Yang, Yuanjian Xing, Feng Xiao, Zhi Qu, Xiaoming Li, Yafei Dai
Exploring peer heterogeneity: Towards understanding and application. Peer-to-Peer Computing (2011)
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) (2011)
Zhi Yang, Christo Wilson, Xiao Wang, Tingting Gao, Ben Y. Zhao, Yafei Dai
Uncovering Social Network Sybils in the Wild CoRR (2011)
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) (2011)
Zhi Yang, Yafei Dai
Autoproc: An automatic proactive replication scheme for P2P storage. Sci. China Inf. Sci. 54 (6) (2011)
Yuanjian Xing, Zhi Yang, Chi Chen, Jilong Xue, Yafei Dai
On the QoS of Offline Download in Retrieving Peer-Side File Resource. ICPP (2011)
Zhi Yang, Christo Wilson, Xiao Wang, Tingting Gao, Ben Y. Zhao, Yafei Dai
Uncovering social network sybils in the wild. Internet Measurement Conference (2011)
Zhi Yang, Ben Y. Zhao, Yuanjian Xing, Song Ding, Feng Xiao, Yafei Dai
AmazingStore: available, low-cost online storage service using cloudlets. IPTPS (2010)
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) (2010)
Zhi Yang, Yafei Dai, Zhen Xiao
Exploring the Cost-Availability Tradeoff in P2P Storage Systems. ICPP (2009)

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Publication Activity (10 Years)

Top Topics

Top Venues

Zhi Yang