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ORCIDXiaoyong Du 0001
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
- 2024
[j123]Yani Liu
, Feng Zhang, Zaifeng Pan, Xiaoguang Guo, Yihua Hu, Xiao Zhang, Xiaoyong Du:
Compressed data direct computing for Chinese dataset on DCU. CCF Trans. High Perform. Comput. 6(2): 206-220 (2024)- [j122]Tongyu Liu, Ju Fan, Nan Tang, Guoliang Li, Xiaoyong Du:
Controllable Tabular Data Synthesis Using Diffusion Models. Proc. ACM Manag. Data 2(1): 28:1-28:29 (2024) - [j121]Jiamin Hou, Zhanhao Zhao, Zhouyu Wang, Wei Lu, Guodong Jin, Dong Wen, Xiaoyong Du:
AeonG: An Efficient Built-in Temporal Support in Graph Databases. Proc. VLDB Endow. 17(6): 1515-1527 (2024) - [j120]Qian Xu, Juan Yang, Feng Zhang, Zheng Chen, Jiawei Guan, Kang Chen, Ju Fan, Youren Shen, Ke Yang, Yu Zhang, Xiaoyong Du:
Improving Graph Compression for Efficient Resource-Constrained Graph Analytics. Proc. VLDB Endow. 17(9): 2212-2226 (2024) - [j119]Ju Fan, Zihui Gu, Songyue Zhang, Yuxin Zhang, Zui Chen, Lei Cao, Guoliang Li, Samuel Madden, Xiaoyong Du, Nan Tang:
Combining Small Language Models and Large Language Models for Zero-Shot NL2SQL. Proc. VLDB Endow. 17(11): 2750-2763 (2024) - [j118]Zheng Chen, Feng Zhang, Yang Chen, Xiaokun Fang, Guanyu Feng, Xiaowei Zhu, Wenguang Chen, Xiaoyong Du:
Enabling Window-Based Monotonic Graph Analytics with Reusable Transitional Results for Pattern-Consistent Queries. Proc. VLDB Endow. 17(11): 3003-3016 (2024) - [j117]Yuxing Chen, Anqun Pan, Hailin Lei, Anda Ye, Shuo Han, Yan Tang, Wei Lu, Yunpeng Chai, Feng Zhang, Xiaoyong Du:
TDSQL: Tencent Distributed Database System. Proc. VLDB Endow. 17(12): 3869-3882 (2024) - [j116]Jiawei Guan, Feng Zhang, Yuxin Tang, Weitang Ye, Xiaoyong Du:
HocoPG: A Database System with Homomorphic Compression for Text Processing. Proc. VLDB Endow. 17(12): 4477-4480 (2024) - [j115]Ju Fan, Jianhong Tu, Guoliang Li, Peng Wang, Xiaoyong Du, Xiaofeng Jia, Song Gao, Nan Tang:
Unicorn: A Unified Multi-Tasking Matching Model. SIGMOD Rec. 53(1): 44-53 (2024) - [j114]Weitao Wan, Feng Zhang, Chenyang Zhang, Mingde Zhang, Jidong Zhai, Yunpeng Chai, Huanchen Zhang, Wei Lu, Yuxing Chen, Haixiang Li, Anqun Pan, Xiaoyong Du:
Compressed Data Direct Computing for Databases. IEEE Trans. Knowl. Data Eng. 36(5): 1902-1918 (2024) - [j113]Yu Zhang, Feng Zhang, Hourun Li, Shuhao Zhang, Xiaoguang Guo, Yuxing Chen, Anqun Pan, Xiaoyong Du:
Data-Aware Adaptive Compression for Stream Processing. IEEE Trans. Knowl. Data Eng. 36(9): 4531-4549 (2024) - [j112]Jiesong Liu, Feng Zhang, Lv Lu, Chang Qi, Xiaoguang Guo, Dong Deng, Guoliang Li, Huanchen Zhang, Jidong Zhai, Hechen Zhang, Yuxing Chen, Anqun Pan, Xiaoyong Du:
G-Learned Index: Enabling Efficient Learned Index on GPU. IEEE Trans. Parallel Distributed Syst. 35(6): 795-812 (2024) - [j111]Puwei Wang, Haoran Li, Hang Fu, Zhouxing Sun, Jinchuan Chen, Xiaoyong Du:
A Blockchain System for QoS Monitoring in Decentralized Edge Computing. IEEE Trans. Serv. Comput. 17(1): 263-276 (2024) - [j110]Tongyu Liu, Ju Fan, Guoliang Li, Nan Tang, Xiaoyong Du:
Tabular data synthesis with generative adversarial networks: design space and optimizations. VLDB J. 33(2): 255-280 (2024) - [j109]Hongyao Zhao, Jingyao Li, Wei Lu, Qian Zhang, Wanqing Yang, Jiajia Zhong, Meihui Zhang, Haixiang Li, Xiaoyong Du, Anqun Pan:
RCBench: an RDMA-enabled transaction framework for analyzing concurrency control algorithms. VLDB J. 33(2): 543-567 (2024) - [j108]Yifei Xia, Feng Zhang, Qingyu Xu, Mingde Zhang, Zhiming Yao, Lv Lu, Xiaoyong Du, Dong Deng, Bingsheng He, Siqi Ma:
GPU-based butterfly counting. VLDB J. 33(5): 1543-1567 (2024) - [c253]Jianwei Cui, Wenhang Shi, Honglin Tao, Wei Lu, Xiaoyong Du:
A Two-Phase Recall-and-Select Framework for Fast Model Selection. ICDE 2024: 1076-1089 - [c252]Meihao Fan, Xiaoyue Han, Ju Fan, Chengliang Chai, Nan Tang, Guoliang Li, Xiaoyong Du:
Cost-Effective In-Context Learning for Entity Resolution: A Design Space Exploration. ICDE 2024: 3696-3709 - [c251]Xiaokun Fang, Feng Zhang, Junxiang Nong, Mingxing Zhang, Puyun Hu, Yunpeng Chai, Xiaoyong Du:
Enabling Efficient NVM-Based Text Analytics without Decompression. ICDE 2024: 3725-3738 - [c250]Yanliang Zhou, Feng Zhang, Tuo Lin, Yuanjie Huang, Saiqin Long, Jidong Zhai, Xiaoyong Du:
F-TADOC: FPGA-Based Text Analytics Directly on Compression with HLS. ICDE 2024: 3739-3752 - [c249]Shuang Liu, Junhao Lan, Xiaoning Du, Jiyuan Li, Wei Lu, Jiajun Jiang, Xiaoyong Du:
Testing Graph Database Systems with Graph-State Persistence Oracle. ISSTA 2024: 666-677 - [c248]Zhaoxin Fan, Fengxin Li, Hongyan Liu, Jun He, Xiaoyong Du:
PoseRec: 3D Human Pose Driven Online Advertisement Recommendation for Micro-videos. ICMR 2024: 37-45 - [c247]Fengxin Li, Hongyan Liu, Jun He, Xiaoyong Du:
CausalCDR: Causal Embedding Learning for Cross-domain Recommendation. SDM 2024: 553-561 - [c246]Sibei Chen, Hanbing Liu, Waiting Jin, Xiangyu Sun, Xiaoyao Feng, Ju Fan, Xiaoyong Du, Nan Tang:
ChatPipe: Orchestrating Data Preparation Pipelines by Optimizing Human-ChatGPT Interactions. SIGMOD Conference Companion 2024: 484-487 - [i31]Qiushi Zheng, Zhanhao Zhao, Wei Lu, Chang Yao, Yuxing Chen, Anqun Pan, Xiaoyong Du:
Lion: Minimizing Distributed Transactions through Adaptive Replica Provision (Extended Version). CoRR abs/2403.11221 (2024) - [i30]Jianwei Cui, Wenhang Shi, Honglin Tao, Wei Lu, Xiaoyong Du:
A Two-Phase Recall-and-Select Framework for Fast Model Selection. CoRR abs/2404.00069 (2024) - [i29]Shuang Liu, Chenglin Tian, Jun Sun, Ruifeng Wang, Wei Lu, Yongxin Zhao, Yinxing Xue, Junjie Wang, Xiaoyong Du:
Conformance Testing of Relational DBMS Against SQL Specifications. CoRR abs/2406.09469 (2024) - 2023
- [j107]Yue Ding, Yuhe Guo, Wei Lu, Haixiang Li, Meihui Zhang, Hui Li, Anqun Pan, Xiaoyong Du:
Context-Aware Semantic Type Identification for Relational Attributes. J. Comput. Sci. Technol. 38(4): 927-946 (2023) - [j106]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) - [j105]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) - [j104]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) - [j103]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) - [j102]Zhen Zheng, Zaifeng Pan, Dalin Wang, Kai Zhu, Wenyi Zhao, Tianyou Guo, Xiafei Qiu, Minmin Sun, Junjie Bai, Feng Zhang, Xiaoyong Du, Jidong Zhai, Wei Lin:
BladeDISC: Optimizing Dynamic Shape Machine Learning Workloads via Compiler Approach. Proc. ACM Manag. Data 1(3): 206:1-206:29 (2023) - [j101]Zhanhao Zhao, Hexiang Pan, Gang Chen, Xiaoyong Du, Wei Lu, Beng Chin Ooi:
VeriTxn: Verifiable Transactions for Cloud-Native Databases with Storage Disaggregation. Proc. ACM Manag. Data 1(4): 270:1-270:27 (2023) - [j100]Jiawei Guan, Feng Zhang, Siqi Ma, Kuangyu Chen, Yihua Hu, Yuxing Chen, Anqun Pan, Xiaoyong Du:
Homomorphic Compression: Making Text Processing on Compression Unlimited. Proc. ACM Manag. Data 1(4): 271:1-271:28 (2023) - [j99]Qian Zhang, Jingyao Li, Hongyao Zhao, Quanqing Xu, Wei Lu, Jinliang Xiao, Fusheng Han, Chuanhui Yang, Xiaoyong Du:
Efficient Distributed Transaction Processing in Heterogeneous Networks. Proc. VLDB Endow. 16(6): 1372-1385 (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) - [c245]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. ACL (demo) 2023: 217-225 - [c244]Zaifeng Pan, Zhen Zheng, Feng Zhang, Ruofan Wu, Hao Liang, Dalin Wang, Xiafei Qiu, Junjie Bai, Wei Lin, Xiaoyong Du:
RECom: A Compiler Approach to Accelerating Recommendation Model Inference with Massive Embedding Columns. ASPLOS (4) 2023: 268-286 - [c243]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 - [c242]Jiamin Hou, Yuhong Lei, Zhe Peng, Wei Lu, Feng Zhang, Xiaoyong Du:
Efficient Anomaly Detection in Property Graphs. DASFAA (3) 2023: 120-136 - [c241]Huahui Xia, Jinchuan Chen, Nabo Ma, Jia Huang, Xiaoyong Du:
Efficient Execution of Blockchain Transactions Through Deterministic Concurrency Control. DASFAA (1) 2023: 509-518 - [c240]Wenhang Shi, Yiren Chen, Zhe Zhao, Wei Lu, Kimmo Yan, Xiaoyong Du:
Create and Find Flatness: Building Flat Training Spaces in Advance for Continual Learning. ECAI 2023: 2138-2145 - [c239]Yu Zhang, Feng Zhang, Hourun Li, Shuhao Zhang, Xiaoyong Du:
CompressStreamDB: Fine-Grained Adaptive Stream Processing without Decompression. ICDE 2023: 408-422 - [c238]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 - [c237]Guangyu Chen, Deyuan Zhang, Tao Liu, Xiaoyong Du:
Local-Global Contrast for Learning Voice-Face Representations. ICIP 2023: 51-55 - [c236]Guangyu Chen, Deyuan Zhang, Tao Liu, Xiaoyong Du:
EFT: Expert Fusion Transformer for Voice-Face Association Learning. ICME 2023: 2603-2608 - [c235]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 - [c234]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 - [c233]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 - [c232]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 - [i28]Sibei Chen, Hanbing Liu, Waiting 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) - [i27]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) - [i26]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) - [i25]Cheng Chen, Yong Wang, Lizi Liao, Yueguo Chen, Xiaoyong Du:
REAL: A Representative Error-Driven Approach for Active Learning. CoRR abs/2307.00968 (2023) - [i24]Guangyu Chen, Yu Wu, Shujie Liu, Tao Liu, Xiaoyong Du, Furu Wei:
WavMark: Watermarking for Audio Generation. CoRR abs/2308.12770 (2023) - [i23]Wenhang Shi, Yiren Chen, Zhe Zhao, Wei Lu, Kimmo Yan, Xiaoyong Du:
Create and Find Flatness: Building Flat Training Spaces in Advance for Continual Learning. CoRR abs/2309.11305 (2023) - [i22]Meihao Fan, Xiaoyue Han, Ju Fan, Chengliang Chai, Nan Tang, Guoliang Li, Xiaoyong Du:
Cost-Effective In-Context Learning for Entity Resolution: A Design Space Exploration. CoRR abs/2312.03987 (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) - [c231]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 - [c230]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 - [c229]Guodong Jin, Haoqiong Bian, Yueguo Chen, Xiaoyong Du:
Columnar Storage Optimization and Caching for Data Lakes. EDBT 2022: 2:419-2:423 - [c228]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 - [c227]Guangyu Chen, Deyuan Zhang, Tao Liu, Xiaoyong Du:
Self-Lifting: A Novel Framework for Unsupervised Voice-Face Association Learning. ICMR 2022: 527-535 - [c226]Jiawei Guan, Feng Zhang, Jiesong Liu, Hsin-Hsuan Sung, Ruofan Wu, Xiaoyong Du, Xipeng Shen:
TREC: Transient Redundancy Elimination-based Convolution. NeurIPS 2022 - [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,