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杜小勇
Person information
- unicode name: 杜小勇
- affiliation: Renmin University, School of Information, Beijing, China
- affiliation: Key Laboratory of Data Engineering and Knowledge Engineering of the Ministry of Education, Beijing, China
- affiliation (PhD 1997): Nagoya Institute of Technology, Department of Computer Science, Japan
Other persons with the same name
- Xiaoyong Du (aka: Xiao-Yong Du) — disambiguation page
- Xiaoyong Du 0002 (aka: Xiao-Yong Du 0002) — National University of Defense Technology, ATR Key Lab, Changsha, China
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2020 – today
- 2023
[j103]Yue Ding, Yuhe Guo, Wei Lu, Hai-Xiang Li, Meihui Zhang, Hui Li, An-Qun Pan, Xiaoyong Du:
Context-Aware Semantic Type Identification for Relational Attributes. J. Comput. Sci. Technol. 38(4): 927-946 (2023)- [j102]Zheng Chen
, Feng Zhang, Jiawei Guan, Jidong Zhai, Xipeng Shen, Huanchen Zhang, Wentong Shu, Xiaoyong Du:
CompressGraph: Efficient Parallel Graph Analytics with Rule-Based Compression. Proc. ACM Manag. Data 1(1): 4:1-4:31 (2023) - [j101]Jianhong Tu, Ju Fan, Nan Tang, Peng Wang, Guoliang Li, Xiaoyong Du, Xiaofeng Jia, Song Gao:
Unicorn: A Unified Multi-tasking Model for Supporting Matching Tasks in Data Integration. Proc. ACM Manag. Data 1(1): 84:1-84:26 (2023) - [j100]Sibei Chen, Nan Tang, Ju Fan, Xuemi Yan, Chengliang Chai, Guoliang Li, Xiaoyong Du:
HAIPipe: Combining Human-generated and Machine-generated Pipelines for Data Preparation. Proc. ACM Manag. Data 1(1): 91:1-91:26 (2023) - [j99]Zihui Gu, Ju Fan, Nan Tang, Lei Cao, Bowen Jia, Sam Madden, Xiaoyong Du:
Few-shot Text-to-SQL Translation using Structure and Content Prompt Learning. Proc. ACM Manag. Data 1(2): 147:1-147:28 (2023) - [j98]Zhanhao Zhao, Wei Lu, Hongyao Zhao, Zongyan He, Haixiang Li, Anqun Pan, Xiaoyong Du:
T-SQL: A Lightweight Implementation to Enable Built-in Temporal Support in MVCC-Based RDBMSs. IEEE Trans. Knowl. Data Eng. 35(1): 1028-1042 (2023) - [j97]Feng Zhang, Ruofan Wu, Jiawei Guan, Zhen Zheng, Xiaoguang Guo, Xiao Zhang, Xiaoyong Du, Xipeng Shen:
Expanding the Edge: Enabling Efficient Winograd CNN Inference With Deep Reuse on Edge Device. IEEE Trans. Knowl. Data Eng. 35(10): 10181-10196 (2023) - [j96]Zhanhao Zhao, Hongyao Zhao, Qiyu Zhuang, Wei Lu, Haixiang Li, Meihui Zhang, Anqun Pan, Xiaoyong Du:
Efficiently Supporting Multi-Level Serializability in Decentralized Database Systems. IEEE Trans. Knowl. Data Eng. 35(12): 12618-12633 (2023) - [j95]Yihua Hu, Feng Zhang, Yifei Xia, Zhiming Yao, Letian Zeng, Haipeng Ding, Zhewei Wei, Xiao Zhang, Jidong Zhai, Xiaoyong Du, Siqi Ma:
Enabling Efficient Random Access to Hierarchically Compressed Text Data on Diverse GPU Platforms. IEEE Trans. Parallel Distributed Syst. 34(10): 2699-2717 (2023) - [c241]Jiesong Liu, Feng Zhang, Jiawei Guan, Hsin-Hsuan Sung, Xiaoguang Guo, Xiaoyong Du, Xipeng Shen:
Space-Efficient TREC for Enabling Deep Learning on Microcontrollers. ASPLOS (3) 2023: 644-659 - [c240]Jiamin Hou, Yuhong Lei, Zhe Peng, Wei Lu, Feng Zhang, Xiaoyong Du:
Efficient Anomaly Detection in Property Graphs. DASFAA (3) 2023: 120-136 - [c239]Huahui Xia, Jinchuan Chen, Nabo Ma, Jia Huang, Xiaoyong Du:
Efficient Execution of Blockchain Transactions Through Deterministic Concurrency Control. DASFAA (1) 2023: 509-518 - [c238]Yu Zhang, Feng Zhang, Hourun Li, Shuhao Zhang, Xiaoyong Du:
CompressStreamDB: Fine-Grained Adaptive Stream Processing without Decompression. ICDE 2023: 408-422 - [c237]Chenyang Zhang, Feng Zhang, Kuangyu Chen, Mingjun Chen, Bingsheng He, Xiaoyong Du:
EdgeNN: Efficient Neural Network Inference for CPU-GPU Integrated Edge Devices. ICDE 2023: 1193-1207 - [c236]Guangyu Chen, Deyuan Zhang, Tao Liu, Xiaoyong Du:
Local-Global Contrast for Learning Voice-Face Representations. ICIP 2023: 51-55 - [c235]Guangyu Chen, Deyuan Zhang, Tao Liu, Xiaoyong Du:
EFT: Expert Fusion Transformer for Voice-Face Association Learning. ICME 2023: 2603-2608 - [c234]Puwei Wang, Zhouxing Sun, Rui Li, Jinchuan Chen, Ping Gong, Xiaoyong Du:
An Efficient Customized Blockchain System for Inter-Organizational Processes. ICWS 2023: 615-625 - [c233]Puwei Wang, Zhouxing Sun, Ying Zhan, Haoran Li, Xiaoyong Du:
Marginal Value-Based Edge Resource Pricing and Allocation for Deadline-Sensitive Tasks. INFOCOM 2023: 1-10 - [c232]Cheng Chen, Yong Wang, Lizi Liao, Yueguo Chen, Xiaoyong Du:
Real: A Representative Error-Driven Approach for Active Learning. ECML/PKDD (1) 2023: 20-37 - [c231]Chenyu Yang, Ruixue Fan, Nan Tang, Meihui Zhang, Xiaoman Zhao, Ju Fan, Xiaoyong Du:
Pay "Attention" to Chart Images for What You Read on Text. SIGMOD Conference Companion 2023: 111-114 - [i26]Sibei Chen, Hanbing Liu, Weiting Jin, Xiangyu Sun, Xiaoyao Feng, Ju Fan, Xiaoyong Du, Nan Tang:
ChatPipe: Orchestrating Data Preparation Program by Optimizing Human-ChatGPT Interactions. CoRR abs/2304.03540 (2023) - [i25]Jiamin Hou, Zhouyu Wang, Zhanhao Zhao, Wei Lu, Xiaoyong Du:
An Efficient Built-in Temporal Support in MVCC-based Graph Databases. CoRR abs/2304.12212 (2023) - [i24]Zihui Gu, Ju Fan, Nan Tang, Songyue Zhang, Yuxin Zhang, Zui Chen, Lei Cao, Guoliang Li, Sam Madden, Xiaoyong Du:
Interleaving Pre-Trained Language Models and Large Language Models for Zero-Shot NL2SQL Generation. CoRR abs/2306.08891 (2023) - [i23]Cheng Chen, Yong Wang, Lizi Liao, Yueguo Chen, Xiaoyong Du:
REAL: A Representative Error-Driven Approach for Active Learning. CoRR abs/2307.00968 (2023) - [i22]Guangyu Chen, Yu Wu, Shujie Liu, Tao Liu, Xiaoyong Du, Furu Wei:
WavMark: Watermarking for Audio Generation. CoRR abs/2308.12770 (2023) - 2022
- [j94]Shuai Zhang, Hongyan Liu, Lang Mei, Jun He, Xiaoyong Du:
Predicting viewer's watching behavior and live streaming content change for anchor recommendation. Appl. Intell. 52(3): 2480-2495 (2022) - [j93]Hongyao Zhao, Zhanhao Zhao, Wanqing Yang, Wei Lu, Haixiang Li, Xiaoyong Du:
Experimental Study of Concurrency Control Algorithms in Main-memory Database Systems. Int. J. Softw. Informatics 12(1): 55-88 (2022) - [j92]Hanzhi Wang, Zhewei Wei, Junhao Gan, Ye Yuan, Xiaoyong Du, Ji-Rong Wen:
Edge-based Local Push for Personalized PageRank. Proc. VLDB Endow. 15(7): 1376-1389 (2022) - [j91]Qingyu Xu, Feng Zhang, Zhiming Yao, Lv Lu, Xiaoyong Du, Dong Deng, Bingsheng He:
Efficient Load-Balanced Butterfly Counting on GPU. Proc. VLDB Endow. 15(11): 2450-2462 (2022) - [j90]Jianhong Tu, Xiaoyue Han, Ju Fan, Nan Tang, Chengliang Chai, Guoliang Li, Xiaoyong Du:
DADER: Hands-Off Entity Resolution with Domain Adaptation. Proc. VLDB Endow. 15(12): 3666-3669 (2022) - [j89]Feng Zhang, Yani Liu, Ningxuan Feng, Cheng Yang, Jidong Zhai, Shuhao Zhang, Bingsheng He, Jiazao Lin, Xiao Zhang, Xiaoyong Du:
Periodic Weather-Aware LSTM With Event Mechanism for Parking Behavior Prediction. IEEE Trans. Knowl. Data Eng. 34(12): 5896-5909 (2022) - [j88]Tianjing Zeng, Zhewei Wei, Ge Luo, Ke Yi, Xiaoyong Du, Ji-Rong Wen:
Persistent Summaries. ACM Trans. Database Syst. 47(3): 11:1-11:42 (2022) - [j87]Feng Zhang, Jidong Zhai, Xipeng Shen, Onur Mutlu, Xiaoyong Du:
POCLib: A High-Performance Framework for Enabling Near Orthogonal Processing on Compression. IEEE Trans. Parallel Distributed Syst. 33(2): 459-475 (2022) - [j86]Zaifeng Pan, Feng Zhang, Yanliang Zhou, Jidong Zhai, Xipeng Shen, Onur Mutlu, Xiaoyong Du:
Exploring Data Analytics Without Decompression on Embedded GPU Systems. IEEE Trans. Parallel Distributed Syst. 33(7): 1553-1568 (2022) - [j85]Jiesong Liu, Feng Zhang, Hourun Li, Dalin Wang, Weitao Wan, Xiaokun Fang, Jidong Zhai, Xiaoyong Du:
Exploring Query Processing on CPU-GPU Integrated Edge Device. IEEE Trans. Parallel Distributed Syst. 33(10): 4057-4070 (2022) - [j84]Zaifeng Pan, Feng Zhang, Hourun Li, Chenyang Zhang, Xiaoyong Du, Dong Deng:
G-SLIDE: A GPU-Based Sub-Linear Deep Learning Engine via LSH Sparsification. IEEE Trans. Parallel Distributed Syst. 33(11): 3015-3027 (2022) - [j83]Qingyu Xu, Feng Zhang, Mingde Zhang, Jidong Zhai, Bingsheng He, Cheng Yang, Shuhao Zhang, Jiazao Lin, Haidi Liu, Xiaoyong Du:
Payment behavior prediction on shared parking lots with TR-GCN. VLDB J. 31(5): 1035-1058 (2022) - [c230]Zhaoxin Fan, Zhenbo Song, Hongyan Liu, Zhiwu Lu, Jun He, Xiaoyong Du:
SVT-Net: Super Light-Weight Sparse Voxel Transformer for Large Scale Place Recognition. AAAI 2022: 551-560 - [c229]Zhaoxin Fan, Zhenbo Song, Wenping Zhang, Hongyan Liu, Jun He, Xiaoyong Du:
RPR-Net: A Point Cloud-Based Rotation-Aware Large Scale Place Recognition Network. ECCV Workshops (1) 2022: 709-725 - [c228]Guodong Jin, Haoqiong Bian, Yueguo Chen, Xiaoyong Du:
Columnar Storage Optimization and Caching for Data Lakes. EDBT 2022: 2:419-2:423 - [c227]Zihui Gu, Ju Fan, Nan Tang, Preslav Nakov, Xiaoman Zhao, Xiaoyong Du:
PASTA: Table-Operations Aware Fact Verification via Sentence-Table Cloze Pre-training. EMNLP 2022: 4971-4983 - [c226]Guangyu Chen, Deyuan Zhang, Tao Liu, Xiaoyong Du:
Self-Lifting: A Novel Framework for Unsupervised Voice-Face Association Learning. ICMR 2022: 527-535 - [c225]Yang Chen, Feng Zhang, Yinhao Hong, Yunpeng Chai, Wei Lu, Hong Chen, Xiaoyong Du, Peipei Wang, Le Mi, Jintao Li, Xilin Tang, Yanliang Zhou, Wei Zhou, Peng Zhang, Fengyi Chen, Pengfei Li, Yu Li:
Taming the Big Data Monster: Managing Petabytes of Data with Multi-Model Databases. SBAC-PAD 2022: 283-292 - [c224]Feng Zhang, Yihua Hu, Haipeng Ding, Zhiming Yao, Zhewei Wei, Xiao Zhang, Xiaoyong Du:
Optimizing Random Access to Hierarchically-Compressed Data on GPU. SC 2022: 18:1-18:15 - [c223]Jianhong Tu, Ju Fan, Nan Tang, Peng Wang, Chengliang Chai, Guoliang Li, Ruixue Fan, Xiaoyong Du:
Domain Adaptation for Deep Entity Resolution. SIGMOD Conference 2022: 443-457 - [c222]Feng Zhang, Weitao Wan, Chenyang Zhang, Jidong Zhai, Yunpeng Chai, Haixiang Li, Xiaoyong Du:
CompressDB: Enabling Efficient Compressed Data Direct Processing for Various Databases. SIGMOD Conference 2022: 1655-1669 - [c221]Zihui Gu, Ruixue Fan, Xiaoman Zhao, Meihui Zhang, Ju Fan, Xiaoyong Du:
OpenTFV: An Open Domain Table-Based Fact Verification System. SIGMOD Conference 2022: 2405-2408 - [c220]Ruofan Wu, Feng Zhang, Jiawei Guan, Zhen Zheng, Xiaoyong Du, Xipeng Shen:
DREW: Efficient Winograd CNN Inference with Deep Reuse. WWW 2022: 1807-1816 - [i21]Hanzhi Wang, Zhewei Wei, Junhao Gan, Ye Yuan, Xiaoyong Du, Ji-Rong Wen:
Edge-based Local Push for Personalized PageRank. CoRR abs/2203.07937 (2022) - [i20]Zhaoxin Fan, Fengxin Li, Hongyan Liu, Jun He, Xiaoyong Du:
Human Pose Driven Object Effects Recommendation. CoRR abs/2209.08353 (2022) - [i19]Zihui Gu, Ju Fan, Nan Tang, Preslav Nakov, Xiaoman Zhao, Xiaoyong Du:
PASTA: Table-Operations Aware Fact Verification via Sentence-Table Cloze Pre-training. CoRR abs/2211.02816 (2022) - [i18]Zhe Zhao, Yudong Li, Cheng Hou, Jing Zhao, Rong Tian, Weijie Liu, Yiren Chen, Ningyuan Sun, Haoyan Liu, Weiquan Mao, Han Guo, Weigang Guo, Taiqiang Wu, Tao Zhu, Wenhang Shi, Chen Chen, Shan Huang, Sihong Chen, Liqun Liu, Feifei Li, Xiaoshuai Chen, Xingwu Sun, Zhanhui Kang, Xiaoyong Du, Linlin Shen, Kimmo Yan:
TencentPretrain: A Scalable and Flexible Toolkit for Pre-training Models of Different Modalities. CoRR abs/2212.06385 (2022) - 2021
- [j82]Shuai Zhang, Hongyan Liu, Jun He, Sanpu Han, Xiaoyong Du:
Deep sequential model for anchor recommendation on live streaming platforms. Big Data Min. Anal. 4(3): 173-182 (2021) - [j81]Mingke Chai, Zihui Gu, Xiaoman Zhao, Ju Fan, Xiaoyong Du:
TFV: A Framework for Table-Based Fact Verification. IEEE Data Eng. Bull. 44(3): 39-51 (2021) - [j80]Juan Trujillo, Karen C. Davis, Xiaoyong Du, Ernesto Damiani, Veda C. Storey:
Conceptual modeling in the era of Big Data and Artificial Intelligence: Research topics and introduction to the special issue. Data Knowl. Eng. 135: 101911 (2021) - [j79]Shuai Zhang, Hongyan Liu, Jun He, Sanpu Han, Xiaoyong Du:
A deep bi-directional prediction model for live streaming recommendation. Inf. Process. Manag. 58(2): 102453 (2021) - [j78]Jianwei Cui, Wei Lu, Xin Zhao, Xiaoyong Du:
Efficient Model Store and Reuse in an OLML Database System. J. Comput. Sci. Technol. 36(4): 792-805 (2021) - [j77]Tongyu Liu, Ju Fan, Yinqing Luo, Nan Tang, Guoliang Li, Xiaoyong Du:
Adaptive Data Augmentation for Supervised Learning over Missing Data. Proc. VLDB Endow. 14(7): 1202-1214 (2021) - [j76]Nan Tang, Ju Fan, Fangyi Li, Jianhong Tu, Xiaoyong Du, Guoliang Li, Samuel Madden, Mourad Ouzzani:
RPT: Relational Pre-trained Transformer Is Almost All You Need towards Democratizing Data Preparation. Proc. VLDB Endow. 14(8): 1254-1261 (2021) - [j75]Feng Zhang, Jidong Zhai, Bo Wu, Bingsheng He, Wenguang Chen, Xiaoyong Du:
Automatic Irregularity-Aware Fine-Grained Workload Partitioning on Integrated Architectures. IEEE Trans. Knowl. Data Eng. 33(3): 867-881 (2021) - [j74]Chenyang Zhang, Feng Zhang, Xiaoguang Guo, Bingsheng He, Xiao Zhang, Xiaoyong Du:
iMLBench: A Machine Learning Benchmark Suite for CPU-GPU Integrated Architectures. IEEE Trans. Parallel Distributed Syst. 32(7): 1740-1752 (2021) - [j73]Feng Zhang, Zheng Chen, Chenyang Zhang, Amelie Chi Zhou, Jidong Zhai, Xiaoyong Du:
An Efficient Parallel Secure Machine Learning Framework on GPUs. IEEE Trans. Parallel Distributed Syst. 32(9): 2262-2276 (2021) - [j72]Feng Zhang, Chenyang Zhang, Lin Yang, Shuhao Zhang, Bingsheng He, Wei Lu, Xiaoyong Du:
Fine-Grained Multi-Query Stream Processing on Integrated Architectures. IEEE Trans. Parallel Distributed Syst. 32(9): 2303-2320 (2021) - [j71]Feng Zhang, Jiya Su, Weifeng Liu, Bingsheng He, Ruofan Wu, Xiaoyong Du, Rujia Wang:
YuenyeungSpTRSV: A Thread-Level and Warp-Level Fusion Synchronization-Free Sparse Triangular Solve. IEEE Trans. Parallel Distributed Syst. 32(9): 2321-2337 (2021) - [j70]Feng Zhang, Jidong Zhai, Xipeng Shen, Dalin Wang, Zheng Chen, Onur Mutlu, Wenguang Chen, Xiaoyong Du:
TADOC: Text analytics directly on compression. VLDB J. 30(2): 163-188 (2021) - [j69]Hanzhi Wang, Zhewei Wei, Yu Liu, Ye Yuan, Xiaoyong Du, Ji-Rong Wen:
ExactSim: benchmarking single-source SimRank algorithms with high-precision ground truths. VLDB J. 30(6): 989-1015 (2021) - [c219]Dalin Wang, Feng Zhang, Weitao Wan, Hourun Li, Xiaoyong Du:
FineQuery: Fine-Grained Query Processing on CPU-GPU Integrated Architectures. CLUSTER 2021: 355-365 - [c218]Hang Fu, Puwei Wang, Haoran Li, Ying Zhan, Jinchuan Chen, Xiaoyong Du:
A Multiple-Blockchains based Service Monitoring Framework in Edge-Cloud Computing. HPCC/DSS/SmartCity/DependSys 2021: 2111-2117 - [c217]Zhaoxin Fan, Hongyan Liu, Jun He, Min Zhang, Xiaoyong Du:
MPDNet: A 3D Missing Part Detection Network Based on Point Cloud Segmentation. ICASSP 2021: 1810-1814 - [c216]Jingru Yang, Xiaoman Zhao, Ju Fan, Gong Chen, Chong Peng, Sheng Yao, Xiaoyong Du:
A Human-in-the-loop Approach to Social Behavioral Targeting. ICDE 2021: 277-288 - [c215]Yuanzhe Hao, Xiongpai Qin, Yueguo Chen, Yaru Li, Xiaoguang Sun, Yu Tao, Xiao Zhang, Xiaoyong Du:
TS-Benchmark: A Benchmark for Time Series Databases. ICDE 2021: 588-599 - [c214]Feng Zhang, Zaifeng Pan, Yanliang Zhou, Jidong Zhai, Xipeng Shen, Onur Mutlu, Xiaoyong Du:
G-TADOC: Enabling Efficient GPU-Based Text Analytics without Decompression. ICDE 2021: 1679-1690 - [c213]Hanzhi Wang, Mingguo He, Zhewei Wei, Sibo Wang, Ye Yuan, Xiaoyong Du, Ji-Rong Wen:
Approximate Graph Propagation. KDD 2021: 1686-1696 - [c212]Ruofan Wu, Feng Zhang, Zhen Zheng, Xiaoyong Du, Xipeng Shen:
Exploring deep reuse in winograd CNN inference. PPoPP 2021: 483-484 - [i17]Zhaoxin Fan, Zhenbo Song, Hongyan Liu, Jun He, Xiaoyong Du:
SVT-Net: A Super Light-Weight Network for Large Scale Place Recognition using Sparse Voxel Transformers. CoRR abs/2105.00149 (2021) - [i16]Hanzhi Wang, Mingguo He, Zhewei Wei, Sibo Wang, Ye Yuan, Xiaoyong Du, Ji-Rong Wen:
Approximate Graph Propagation. CoRR abs/2106.03058 (2021) - [i15]Feng Zhang, Zaifeng Pan, Yanliang Zhou, Jidong Zhai, Xipeng Shen, Onur Mutlu, Xiaoyong Du:
G-TADOC: Enabling Efficient GPU-Based Text Analytics without Decompression. CoRR abs/2106.06889 (2021) - [i14]Zhaoxin Fan, Zhenbo Song, Wenping Zhang, Hongyan Liu, Jun He, Xiaoyong Du:
Attentive Rotation Invariant Convolution for Point Cloud-based Large Scale Place Recognition. CoRR abs/2108.12790 (2021) - [i13]Haixiang Li, Xiaoyan Li, Yuxing Chen, Yuean Zhu, Xiaoyong Du, Wei Lu, Chang Liu, Anqun Pan:
Coo: Rethink Data Anomalies In Databases. CoRR abs/2109.06485 (2021) - [i12]Hai-Xiang Li, Xiao-Yan Li, Chang Liu, Xiaoyong Du, Wei Lu, An-Qun Pan:
Systematic definition and classification of data anomalies in DBMS (English Version). CoRR abs/2110.14230 (2021) - 2020
- [j68]Zhaoxin Fan, Hongyan Liu, Jun He, Qi Sun, Xiaoyong Du:
SRNet: A 3D Scene Recognition Network using Static Graph and Dense Semantic Fusion. Comput. Graph. Forum 39(7): 301-311 (2020) - [j67]Zhaoxin Fan, Hongyan Liu, Jun He, Qi Sun, Xiaoyong Du:
A Graph-based One-Shot Learning Method for Point Cloud Recognition. Comput. Graph. Forum 39(7): 313-323 (2020) - [j66]Jun He, Hongyan Liu, Yiqing Zheng, Shu Tang, Wei He, Xiaoyong Du:
Bi-Labeled LDA: Inferring Interest Tags for Non-famous Users in Social Network. Data Sci. Eng. 5(1): 27-47 (2020) - [j65]Ju Fan, Tongyu Liu, Guoliang Li, Junyou Chen, Yuwei Shen, Xiaoyong Du:
Relational Data Synthesis using Generative Adversarial Networks: A Design Space Exploration. Proc. VLDB Endow. 13(11): 1962-1975 (2020) - [j64]Jingru Yang, Ju Fan, Zhewei Wei, Guoliang Li, Tongyu Liu, Xiaoyong Du:
A game-based framework for crowdsourced data labeling. VLDB J. 29(6): 1311-1336 (2020) - [c211]Hongyang Wang, Qingfei Meng, Ju Fan, Yuchen Li, Laizhong Cui, Xiaoman Zhao, Chong Peng, Gong Chen, Xiaoyong Du:
Social Influence Does Matter: User Action Prediction for In-Feed Advertising. AAAI 2020: 246-253 - [c210]Zhaoxi Li, Jun He, Hongyan Liu, Xiaoyong Du:
Combining Global and Sequential Patterns for Multivariate Time Series Forecasting. IEEE BigData 2020: 180-187 - [c209]Chunlai Zhou, Biao Qin, Deying Li, Zhiqiang Xu, Xiaoyong Du:
Basic Utility Theory for Belief Functions. ECAI 2020: 2648-2655 - [c208]Feng Zhang, Jidong Zhai, Xipeng Shen, Onur Mutlu, Xiaoyong Du:
Enabling Efficient Random Access to Hierarchically-Compressed Data. ICDE 2020: 1069-1080 - [c207]Jiya Su, Feng Zhang, Weifeng Liu, Bingsheng He, Ruofan Wu, Xiaoyong Du, Rujia Wang:
CapelliniSpTRSV: A Thread-Level Synchronization-Free Sparse Triangular Solve on GPUs. ICPP 2020: 2:1-2:11 - [c206]Zheng Chen, Feng Zhang, Amelie Chi Zhou, Jidong Zhai, Chenyang Zhang, Xiaoyong Du:
ParSecureML: An Efficient Parallel Secure Machine Learning Framework on GPUs. ICPP 2020: 22:1-22:11 - [c205]Zhaoxin Fan, Hongyan Liu, Jun He, Siwei Jiang, Xiaoyong Du:
PointFPN: A Frustum-based Feature Pyramid Network for 3D Object Detection. ICTAI 2020: 1129-1136 - [c204]Feng Zhang, Ningxuan Feng, Yani Liu, Cheng Yang, Jidong Zhai, Shuhao Zhang, Bingsheng He, Jiazao Lin, Xiaoyong Du:
PewLSTM: Periodic LSTM with Weather-Aware Gating Mechanism for Parking Behavior Prediction. IJCAI 2020: 4424-4430 - [c203]Qiyi Wang, Hongyan Liu, Jun He, Xiaoyong Du:
A Graph Attentive Network Model for P2P Lending Fraud Detection. KSEM (1) 2020: 316-327 - [c202]Qi Sun, Hongyan Liu, Jun He, Zhaoxin Fan, Xiaoyong Du:
DAGC: Employing Dual Attention and Graph Convolution for Point Cloud based Place Recognition. ICMR 2020: 224-232 - [c201]Ming Chen, Zhewei Wei, Bolin Ding, Yaliang Li, Ye Yuan, Xiaoyong Du, Ji-Rong Wen:
Scalable Graph Neural Networks via Bidirectional Propagation. NeurIPS 2020 - [c200]Qingyu Xu, Feng Zhang, Mingde Zhang, Jidong Zhai, Jiazao Lin, Haidi Liu, Xiaoyong Du:
Payment Behavior Prediction and Statistical Analysis for Shared Parking Lots. NPC 2020: 288-293 - [c199]Hanzhi Wang, Zhewei Wei, Ye Yuan, Xiaoyong Du, Ji-Rong Wen:
Exact Single-Source SimRank Computation on Large Graphs. SIGMOD Conference 2020: 653-663 - [c198]Feng Zhang, Lin Yang, Shuhao Zhang, Bingsheng He, Wei Lu, Xiaoyong Du:
FineStream: Fine-Grained Window-Based Stream Processing on CPU-GPU Integrated Architectures. USENIX Annual Technical Conference 2020: 633-647 - [i11]Hanzhi Wang, Zhewei Wei, Ye Yuan, Xiaoyong Du, Ji-Rong Wen:
Exact Single-Source SimRank Computation on Large Graphs. CoRR abs/2004.03493 (2020) - [i10]Ju Fan, Tongyu Liu, Guoliang Li, Junyou Chen, Yuwei Shen, Xiaoyong Du:
Relational Data Synthesis using Generative Adversarial Networks: A Design Space Exploration. CoRR abs/2008.12763 (2020) - [i9]Feng Zhang, Jidong Zhai, Xipeng Shen, Dalin Wang, Zheng Chen, Onur Mutlu, Wenguang Chen, Xiaoyong Du:
TADOC: Text Analytics Directly on Compression. CoRR abs/2009.09442 (2020) - [i8]Ming Chen, Zhewei Wei, Bolin Ding, Yaliang Li, Ye Yuan, Xiaoyong Du, Ji-Rong Wen:
Scalable Graph Neural Networks via Bidirectional Propagation. CoRR abs/2010.15421 (2020) - [i7]Nan Tang, Ju Fan, Fangyi Li, Jianhong Tu, Xiaoyong Du, Guoliang Li, Sam Madden, Mourad Ouzzani:
Relational Pretrained Transformers towards Democratizing Data Preparation [Vision]. CoRR abs/2012.02469 (2020)
2010 – 2019
- 2019
- [j63]Feng Zhang, Weifeng Liu, Ningxuan Feng, Jidong Zhai, Xiaoyong Du:
Performance evaluation and analysis of sparse matrix and graph kernels on heterogeneous processors. CCF Trans. High Perform. Comput. 1(2): 131-143 (2019) - [j62]Bofang Li, Aleksandr Drozd, Yuhe Guo, Tao Liu, Satoshi Matsuoka, Xiaoyong Du:
Scaling Word2Vec on Big Corpus. Data Sci. Eng. 4(2): 157-175 (2019) - [j61]