Towards a More Accurate Availability Evaluation. - Zhi Yang 001; Jing Tian; Yafei Dai (IWNAS, 2006)

A Data Placement Scheme with Time-Related Model for P2P Storages. - Jing Tian; Zhi Yang 001; Yafei Dai (Peer-to-Peer Computing, 2007)

Probabilistic Failure Detection for Efficient Distributed Storage Maintenance. - Jing Tian; Zhi Yang 001; Wei Chen 013; Ben Y. Zhao; Yafei Dai (SRDS, 2008)

Exploring the Cost-Availability Tradeoff in P2P Storage Systems. - Zhi Yang 001; Yafei Dai; Zhen Xiao (ICPP, 2009)

The Neutralizer: a self-configurable failure detector for minimizing distributed storage maintenance cost. - Zhi Yang 001; Yafei Dai; Xiaoming Li 001 (Concurr. Comput. Pract. Exp., 2009)

AmazingStore: available, low-cost online storage service using cloudlets. - Zhi Yang 001; Ben Y. Zhao; Yuanjian Xing; Song Ding; Feng Xiao; Yafei Dai (IPTPS, 2010)

Towards a more accurate availability evaluation in peer-to-peer storage systems. - Zhi Yang 001; Jing Tian; Yafei Dai (Int. J. High Perform. Comput. Netw., 2010)

On the QoS of Offline Download in Retrieving Peer-Side File Resource. - Yuanjian Xing; Zhi Yang 001; Chi Chen; Jilong Xue; Yafei Dai (ICPP, 2011)

Exploring peer heterogeneity: Towards understanding and application. - Zhi Yang 001; Yuanjian Xing; Feng Xiao; Zhi Qu; Xiaoming Li 001; Yafei Dai (Peer-to-Peer Computing, 2011)

User-experience-based availability analysis model and its application in P2P storage systems. - Yu Wu; Zhi Yang 001; Zhi Qu; Zhen Xiao; Yafei Dai (Sci. China Inf. Sci., 2011)

Autoproc: An automatic proactive replication scheme for P2P storage. - Zhi Yang 001; Yafei Dai (Sci. China Inf. Sci., 2011)

Protector: A Probabilistic Failure Detector for Cost-Effective Peer-to-Peer Storage. - Zhi Yang 001; Jing Tian; Ben Y. Zhao; Wei Chen 013; Yafei Dai (IEEE Trans. Parallel Distributed Syst., 2011)

VoteTrust: Leveraging friend invitation graph to defend against social network Sybils. - Jilong Xue; Zhi Yang 001; Xiaoyong Yang; Xiao Wang 018; Lijiang Chen; Yafei Dai (INFOCOM, 2013)

PROB: A lightweight approach for fast content propagation in P2P networks. - Zhi Yang 001; Yafei Dai (P2P, 2013)

Unfolding dynamics in a social network: co-evolution oflink formation and user interaction. - Zhi Yang 001; Jilong Xue; Han Xiao Zhao; Xiao Wang 018; Ben Y. Zhao; Yafei Dai (WWW (Companion Volume), 2013)

Beehive: low-cost content subscription service using cloudlets. - Yuanjian Xing; Zhi Yang 001; Chi Chen; Yafei Dai (Sci. China Inf. Sci., 2013)

Seraph: an efficient, low-cost system for concurrent graph processing. - Jilong Xue; Zhi Yang 001; Zhi Qu; Shian Hou; Yafei Dai (HPDC, 2014)

Uncovering social network Sybils in the wild. - Zhi Yang 001; Christo Wilson; Xiao Wang 018; Tingting Gao; Ben Y. Zhao; Yafei Dai (ACM Trans. Knowl. Discov. Data, 2014)

When computing meets heterogeneous cluster: Workload assignment in graph computation. - Jilong Xue; Zhi Yang 001; Shian Hou; Yafei Dai (IEEE BigData, 2015)

Process-driven Analysis of Dynamics in Online Social Interactions. - Zhi Yang 001; Jilong Xue; Christo Wilson; Ben Y. Zhao; Yafei Dai (COSN, 2015)

Understanding and Surpassing Dropbox: Efficient Incremental Synchronization in Cloud Storage Services. - Shenglong Li; Quanlu Zhang; Zhi Yang 001; Yafei Dai (GLOBECOM, 2015)

Uncovering User Interaction Dynamics in Online Social Networks. - Zhi Yang 001; Jilong Xue; Christo Wilson; Ben Y. Zhao; Yafei Dai (ICWSM, 2015)

A Game Theoretic Model for the Formation of Navigable Small-World Networks. - Zhi Yang 001; Wei Chen 013 (WWW, 2015)

Understanding the performance of offline download in real p2p networks. - Zhi Yang 001; Yuanjian Xing; Chi Chen; Jilong Xue; Yafei Dai (Peer-to-Peer Netw. Appl., 2015)

CHARM: A Cost-Efficient Multi-Cloud Data Hosting Scheme with High Availability. - Quanlu Zhang; Shenglong Li; Zhenhua Li 001; Yuanjian Xing; Zhi Yang 001; Yafei Dai (IEEE Trans. Cloud Comput., 2015)

Efficient Distributed Machine Learning with Trigger Driven Parallel Training. - Shenglong Li; Jilong Xue; Zhi Yang 001; Yafei Dai (GLOBECOM, 2016)

VoteTrust: Leveraging Friend Invitation Graph to Defend against Social Network Sybils. - Zhi Yang 001; Jilong Xue; Xiaoyong Yang; Xiao Wang 018; Yafei Dai (IEEE Trans. Dependable Secur. Comput., 2016)

Understanding the Gift-Sending Interaction on Live-Streaming Video Websites. - Zhenhui Zhu; Zhi Yang 001; Yafei Dai (HCI (12), 2017)

Population Distribution Projection by Modeling Geo Homophily in Online Social Networks. - Yuanxing Zhang; Zhuqi Li; Kaigui Bian; Yichong Bai; Zhi Yang 001; Xiaoming Li 001 (ICCSE, 2017)

DeltaCFS: Boosting Delta Sync for Cloud Storage Services by Learning from NFS. - Quanlu Zhang; Zhenhua Li 001; Zhi Yang 001; Shenglong Li; Shouyang Li; Yangze Guo; Yafei Dai (ICDCS, 2017)

Garaph: Efficient GPU-accelerated Graph Processing on a Single Machine with Balanced Replication. - Lingxiao Ma; Zhi Yang 001; Han Chen; Jilong Xue; Yafei Dai (USENIX ATC, 2017)

Modeling geo-homopholy in online social networks for population distribution projection. - Yuanxing Zhang; Zhuqi Li; Kaigui Bian; Yichong Bai; Zhi Yang 001; Xiaoming Li 001 (Int. J. Crowd Sci., 2017)

Processing Concurrent Graph Analytics with Decoupled Computation Model. - Jilong Xue; Zhi Yang 001; Shian Hou; Yafei Dai (IEEE Trans. Computers, 2017)

SDPaxos: Building Efficient Semi-Decentralized Geo-replicated State Machines. - Hanyu Zhao; Quanlu Zhang; Zhi Yang 001; Ming Wu 007; Yafei Dai (SoCC, 2018)

Defending against Social Network Sybils with Interaction Graph Embedding. - Zhi Yang 001; Yusi Zhang; Yafei Dai (CNS, 2018)

ATDPS: An Adaptive Time-Dependent Push Strategy in Hybrid CDN-P2P VoD System. - Yangze Guo; Yuanxing Zhang; Zhi Yang 001; Kaigui Bian; Hu Tuo; Yafei Dai (ICC, 2018)

DeepCredit: Exploiting User Cickstream for Loan Risk Prediction in P2P Lending. - Zhi Yang 001; Yusi Zhang; Binghui Guo; Ben Y. Zhao; Yafei Dai (ICWSM, 2018)

Building efficient and available distributed transaction with Paxos-based coding consensus. - Shenglong Li; Quanlu Zhang; Zhi Yang 001; Hanyu Zhao; Yafei Dai (INFOCOM Workshops, 2018)

Proactive Video Push for Optimizing Bandwidth Consumption in Hybrid CDN-P2P VoD Systems. - Yuanxing Zhang; Chengliang Gao; Yangze Guo; Kaigui Bian; Xin Jin 008; Zhi Yang 001; Lingyang Song; Jiangang Cheng; Hu Tuo; Xiaoming Li 001 (INFOCOM, 2018)

Towards Efficient Large-Scale Graph Neural Network Computing. - Lingxiao Ma; Zhi Yang 001; Youshan Miao; Jilong Xue; Ming Wu 007; Lidong Zhou; Yafei Dai (CoRR, 2018)

A Game Theoretic Model for the Formation of Navigable Small-World Networks - The Tradeoff between Distance and Reciprocity. - Zhi Yang 001; Wei Chen 013 (ACM Trans. Internet Techn., 2018)

Autor3: Automated Real-time Ranking with Reinforcement Learning in E-commerce Sponsored Search Advertising. - Yusi Zhang; Zhi Yang 001; Liang Wang 001; Li He (CIKM, 2019)

SeerNet: Predicting Convolutional Neural Network Feature-Map Sparsity Through Low-Bit Quantization. - Shijie Cao; Lingxiao Ma; Wencong Xiao; Chen Zhang 001; Yunxin Liu 001; Lintao Zhang; Lanshun Nie; Zhi Yang 001 (CVPR, 2019)

SCHED²: Scheduling Deep Learning Training via Deep Reinforcement Learning. - Yunteng Luan; Xukun Chen; Hanyu Zhao; Zhi Yang 001; Yafei Dai (GLOBECOM, 2019)

NeuGraph: Parallel Deep Neural Network Computation on Large Graphs. - Lingxiao Ma; Zhi Yang 001; Youshan Miao; Jilong Xue; Ming Wu 007; Lidong Zhou; Yafei Dai (USENIX ATC, 2019)

MSD: Multi-Self-Distillation Learning via Multi-classifiers within Deep Neural Networks. - Yunteng Luan; Hanyu Zhao; Zhi Yang 001; Yafei Dai (CoRR, 2019)

TrustGCN: Enabling Graph Convolutional Network for Robust Sybil Detection in OSNs. - Yue Sun; Zhi Yang 001; Yafei Dai (ASONAM, 2020)

A Topology-Aware Performance Prediction Model for Distributed Deep Learning on GPU Clusters. - Zheyu Lin; Xukun Chen; Hanyu Zhao; Yunteng Luan; Zhi Yang 001; Yafei Dai (IEEE BigData, 2020)

PCGCN: Partition-Centric Processing for Accelerating Graph Convolutional Network. - Chao Tian 001; Lingxiao Ma; Zhi Yang 001; Yafei Dai (IPDPS, 2020)

Rammer: Enabling Holistic Deep Learning Compiler Optimizations with rTasks. - Lingxiao Ma; Zhiqiang Xie; Zhi Yang 001; Jilong Xue; Youshan Miao; Wei Cui; Wenxiang Hu; Fan Yang 024; Lintao Zhang; Lidong Zhou (OSDI, 2020)

HiveD: Sharing a GPU Cluster for Deep Learning with Guarantees. - Hanyu Zhao; Zhenhua Han; Zhi Yang 001; Quanlu Zhang; Fan Yang 024; Lidong Zhou; Mao Yang 004; Francis C. M. Lau 001; Yuqi Wang; Yifan Xiong 001; Bin Wang (OSDI, 2020)

SMAD: Scalable Multi-view Ad Retrieval System for E-Commerce Sponsored Search. - Shiyang Wen; Yiran Chen 012; Zhi Yang 001; Yan Zhang 117; Di Zhang; Liang Wang 001; Bo Zheng 007 (CIKM, 2021)

CuWide: Towards Efficient Flow-based Training for Sparse Wide Models on GPUs (Extended Abstract). - Xupeng Miao; Lingxiao Ma; Zhi Yang 001; Yingxia Shao; Bin Cui 001; Lele Yu; Jiawei Jiang 001 (ICDE, 2021)

OpenBox: A Generalized Black-box Optimization Service. - Yang Li 106; Yu Shen 003; Wentao Zhang 001; Yuanwei Chen; Huaijun Jiang; Mingchao Liu; Jiawei Jiang 001; Jinyang Gao; Wentao Wu 001; Zhi Yang 001; Ce Zhang 001; Bin Cui 001 (KDD, 2021)

ROD: Reception-aware Online Distillation for Sparse Graphs. - Wentao Zhang 001; Yuezihan Jiang; Yang Li 106; Zeang Sheng; Yu Shen 003; Xupeng Miao; Liang Wang 001; Zhi Yang 001; Bin Cui 001 (KDD, 2021)

RIM: Reliable Influence-based Active Learning on Graphs. - Wentao Zhang 001; Yexin Wang; Zhenbang You; Meng Cao; Ping Huang; Jiulong Shan; Zhi Yang 001; Bin Cui 001 (NeurIPS, 2021)

Node Dependent Local Smoothing for Scalable Graph Learning. - Wentao Zhang 001; Mingyu Yang; Zeang Sheng; Yang Li 106; Wen Ouyang; Yangyu Tao; Zhi Yang 001; Bin Cui 001 (NeurIPS, 2021)

Heterogeneity-Aware Distributed Machine Learning Training via Partial Reduce. - Xupeng Miao; Xiaonan Nie; Yingxia Shao; Zhi Yang 001; Jiawei Jiang 001; Lingxiao Ma; Bin Cui 001 (SIGMOD Conference, 2021)

ALG: Fast and Accurate Active Learning Framework for Graph Convolutional Networks. - Wentao Zhang 001; Yu Shen 003; Yang Li 106; Lei Chen 002; Zhi Yang 001; Bin Cui 001 (SIGMOD Conference, 2021)

GMLP: Building Scalable and Flexible Graph Neural Networks with Feature-Message Passing. - Wentao Zhang 001; Yu Shen 003; Zheyu Lin; Yang Li 106; Xiaosen Li; Wen Ouyang; Yangyu Tao; Zhi Yang 001; Bin Cui 001 (CoRR, 2021)

Evaluating Deep Graph Neural Networks. - Wentao Zhang 001; Zeang Sheng; Yuezihan Jiang; Yikuan Xia; Jun Gao 003; Zhi Yang 001; Bin Cui 001 (CoRR, 2021)

Graph Attention Multi-Layer Perceptron. - Wentao Zhang 001; Ziqi Yin; Zeang Sheng; Wen Ouyang; Xiaosen Li; Yangyu Tao; Zhi Yang 001; Bin Cui 001 (CoRR, 2021)

Dense-to-Sparse Gate for Mixture-of-Experts. - Xiaonan Nie; Shijie Cao; Xupeng Miao; Lingxiao Ma; Jilong Xue; Youshan Miao; Zichao Yang; Zhi Yang 001; Bin Cui 001 (CoRR, 2021)

VolcanoML: Speeding up End-to-End AutoML via Scalable Search Space Decomposition. - Yang Li 106; Yu Shen 003; Wentao Zhang 001; Jiawei Jiang 001; Yaliang Li; Bolin Ding; Jingren Zhou 001; Zhi Yang 001; Wentao Wu 001; Ce Zhang 001; Bin Cui 001 (Proc. VLDB Endow., 2021)

HET: Scaling out Huge Embedding Model Training via Cache-enabled Distributed Framework. - Xupeng Miao; Hailin Zhang 004; Yining Shi 001; Xiaonan Nie; Zhi Yang 001; Yangyu Tao; Bin Cui 001 (Proc. VLDB Endow., 2021)

Grain: Improving Data Efficiency of Graph Neural Networks via Diversified Influence Maximization. - Wentao Zhang 001; Zhi Yang 001; Yexin Wang; Yu Shen 003; Yang Li 106; Liang Wang 001; Bin Cui 001 (Proc. VLDB Endow., 2021)

Zoomer: Boosting Retrieval on Web-scale Graphs by Regions of Interest. - Yuezihan Jiang; Yu Cheng; Hanyu Zhao; Wentao Zhang 001; Xupeng Miao; Yu He; Liang Wang 001; Zhi Yang 001; Bin Cui 001 (ICDE, 2022)

TSPLIT: Fine-grained GPU Memory Management for Efficient DNN Training via Tensor Splitting. - Xiaonan Nie; Xupeng Miao; Zhi Yang 001; Bin Cui 001 (ICDE, 2022)

AMCAD: Adaptive Mixed-Curvature Representation based Advertisement Retrieval System. - Zhirong Xu; Shiyang Wen; Junshan Wang; Guojun Liu; Liang Wang 001; Zhi Yang 001; Lei Ding; Yan Zhang 117; Di Zhang; Jian Xu 015; Bo Zheng 007 (ICDE, 2022)

Information Gain Propagation: a New Way to Graph Active Learning with Soft Labels. - Wentao Zhang 001; Yexin Wang; Zhenbang You; Meng Cao; Ping Huang; Jiulong Shan; Zhi Yang 001; Bin Cui 001 (ICLR, 2022)

Deep and Flexible Graph Neural Architecture Search. - Wentao Zhang 001; Zheyu Lin; Yu Shen 003; Yang Li 106; Zhi Yang 001; Bin Cui 001 (ICML, 2022)

NAFS: A Simple yet Tough-to-beat Baseline for Graph Representation Learning. - Wentao Zhang 001; Zeang Sheng; Mingyu Yang; Yang Li 106; Yu Shen 003; Zhi Yang 001; Bin Cui 001 (ICML, 2022)

TransBO: Hyperparameter Optimization via Two-Phase Transfer Learning. - Yang Li 106; Yu Shen 003; Huaijun Jiang; Wentao Zhang 001; Zhi Yang 001; Ce Zhang 001; Bin Cui 001 (KDD, 2022)

Model Degradation Hinders Deep Graph Neural Networks. - Wentao Zhang 001; Zeang Sheng; Ziqi Yin; Yuezihan Jiang; Yikuan Xia; Jun Gao 003; Zhi Yang 001; Bin Cui 001 (KDD, 2022)

Graph Attention Multi-Layer Perceptron. - Wentao Zhang 001; Ziqi Yin; Zeang Sheng; Yang Li 106; Wen Ouyang; Xiaosen Li; Yangyu Tao; Zhi Yang 001; Bin Cui 001 (KDD, 2022)

HET-GMP: A Graph-based System Approach to Scaling Large Embedding Model Training. - Xupeng Miao; Yining Shi 001; Hailin Zhang 004; Xin Zhang; Xiaonan Nie; Zhi Yang 001; Bin Cui 001 (SIGMOD Conference, 2022)

PaSca: A Graph Neural Architecture Search System under the Scalable Paradigm. - Wentao Zhang 001; Yu Shen 003; Zheyu Lin; Yang Li 106; Xiaosen Li; Wen Ouyang; Yangyu Tao; Zhi Yang 001; Bin Cui 001 (WWW, 2022)

Instance-wise Prompt Tuning for Pretrained Language Models. - Yuezihan Jiang; Hao Yang; Junyang Lin; Hanyu Zhao; An Yang; Chang Zhou; Hongxia Yang; Zhi Yang 001; Bin Cui 001 (CoRR, 2022)

DFG-NAS: Deep and Flexible Graph Neural Architecture Search. - Wentao Zhang 001; Zheyu Lin; Yu Shen 003; Yang Li 106; Zhi Yang 001; Bin Cui 001 (CoRR, 2022)

CuWide: Towards Efficient Flow-Based Training for Sparse Wide Models on GPUs. - Xupeng Miao; Lingxiao Ma; Zhi Yang 001; Yingxia Shao; Bin Cui 001; Lele Yu; Jiawei Jiang 001 (IEEE Trans. Knowl. Data Eng., 2022)

Graph-Enforced Neural Network for Attributed Graph Clustering. - Zeang Sheng; Wentao Zhang 001; Wen Ouyang; Yangyu Tao; Zhi Yang 001; Bin Cui 001 (APWeb-WAIM (1), 2023)

SiloD: A Co-design of Caching and Scheduling for Deep Learning Clusters. - Hanyu Zhao; Zhenhua Han; Zhi Yang 001; Quanlu Zhang; Mingxia Li; Fan Yang 024; Qianxi Zhang; Binyang Li; Yuqing Yang 001; Lili Qiu; Lintao Zhang; Lidong Zhou (EuroSys, 2023)

Welder: Scheduling Deep Learning Memory Access via Tile-graph. - Yining Shi 001; Zhi Yang 001; Jilong Xue; Lingxiao Ma; Yuqing Xia; Ziming Miao; Yuxiao Guo 001; Fan Yang 024; Lidong Zhou (OSDI, 2023)

Cocktailer: Analyzing and Optimizing Dynamic Control Flow in Deep Learning. - Chen Zhang 001; Lingxiao Ma; Jilong Xue; Yining Shi 001; Ziming Miao; Fan Yang 024; Jidong Zhai; Zhi Yang 001; Mao Yang 004 (OSDI, 2023)

Scapin: Scalable Graph Structure Perturbation by Augmented Influence Maximization. - Yexin Wang; Zhi Yang 001; Junqi Liu; Wentao Zhang 001; Bin Cui 001 (Proc. ACM Manag. Data, 2023)

GoldMiner: Elastic Scaling of Training Data Pre-Processing Pipelines for Deep Learning. - Hanyu Zhao; Zhi Yang 001; Yu Cheng; Chao Tian 001; Shiru Ren; Wencong Xiao; Man Yuan; Langshi Chen; Kaibo Liu; Yang Zhang; Yong Li 020; Wei Lin 016 (Proc. ACM Manag. Data, 2023)

SDPipe: A Semi-Decentralized Framework for Heterogeneity-aware Pipeline-parallel Training. - Xupeng Miao; Yining Shi 001; Zhi Yang 001; Bin Cui 001; Zhihao Jia (Proc. VLDB Endow., 2023)

Graph Neural Networks Automated Design and Deployment on Device-Edge Co-Inference Systems. - Ao Zhou; Jianlei Yang 001; Tong Qiao; Yingjie Qi; Zhi Yang 001; Weisheng Zhao; Chunming Hu (DAC, 2024)

NC-ALG: Graph-Based Active Learning Under Noisy Crowd. - Wentao Zhang 001; Yexin Wang; Zhenbang You; Yang Li 106; Gang Cao; Zhi Yang 001; Bin Cui 001 (ICDE, 2024)

X-former Elucidator: Reviving Efficient Attention for Long Context Language Modeling. - Xupeng Miao; Shenhan Zhu; Fangcheng Fu; Ziyu Guo; Zhi Yang 001; Yaofeng Tu; Zhihao Jia; Bin Cui 001 (IJCAI, 2024)

NeuStream: Bridging Deep Learning Serving and Stream Processing. - Haochen Yuan; Yuanqing Wang; Wenhao Xie; Yu Cheng; Ziming Miao; Lingxiao Ma; Jilong Xue; Zhi Yang 001 (EuroSys, 2025)

PipeThreader: Software-Defined Pipelining for Efficient DNN Execution. - Yu Cheng; Lei Wang 222; Yining Shi 001; Yuqing Xia; Lingxiao Ma; Jilong Xue; Yang Wang 053; Zhiwen Mo; Feiyang Chen; Fan Yang 024; Mao Yang 004; Zhi Yang 001 (OSDI, 2025)

Data and System Perspectives of Sustainable Artificial Intelligence. - Tao Xie 001; David Harel; Dezhi Ran; Zhenwen Li; Maoliang Li; Zhi Yang 001; Leye Wang; Xiang Chen; Ying Zhang 012; Wentao Zhang 001; Meng Li; Chen Zhang 001; et al. (CoRR, 2025)

AttentionEngine: A Versatile Framework for Efficient Attention Mechanisms on Diverse Hardware Platforms. - Feiyang Chen; Yu Cheng; Lei Wang 222; Yuqing Xia; Ziming Miao; Lingxiao Ma; Fan Yang 024; Jilong Xue; Zhi Yang 001; Mao Yang 004; Haibo Chen (CoRR, 2025)

TileLang: A Composable Tiled Programming Model for AI Systems. - Lei Wang 222; Yu Cheng; Yining Shi 001; Zhengju Tang; Zhiwen Mo; Wenhao Xie; Lingxiao Ma; Yuqing Xia; Jilong Xue; Fan Yang 024; Zhi Yang 001 (CoRR, 2025)

Efficient and scalable huge embedding model training via distributed cache management. - Xupeng Miao; Hailin Zhang 004; Yining Shi 001; Xiaonan Nie; Zhi Yang 001; Yangyu Tao; Jie Jiang; Bin Cui 001 (VLDB J., 2025)