Gang Chen

Orcid: 0000-0002-7483-0045

Affiliations:
  • Zhejiang University, Database Laboratory, China


According to our database1, Gang Chen authored at least 340 papers between 2001 and 2024.

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Bibliography

2024
On the Value of Head Labels in Multi-Label Text Classification.
ACM Trans. Knowl. Discov. Data, June, 2024

Refiner: a reliable and efficient incentive-driven federated learning system powered by blockchain.
VLDB J., May, 2024

PiCO+: Contrastive Label Disambiguation for Robust Partial Label Learning.
IEEE Trans. Pattern Anal. Mach. Intell., May, 2024

Predictive and Near-Optimal Sampling for View Materialization in Video Databases.
Proc. ACM Manag. Data, February, 2024

Database Native Model Selection: Harnessing Deep Neural Networks in Database Systems.
Proc. VLDB Endow., January, 2024

FL-GUARD: A Holistic Framework for Run-Time Detection and Recovery of Negative Federated Learning.
CoRR, 2024

CARAT: Contrastive Feature Reconstruction and Aggregation for Multi-Modal Multi-Label Emotion Recognition.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

Variational Hybrid-Attention Framework for Multi-Label Few-Shot Aspect Category Detection.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
VeriTxn: Verifiable Transactions for Cloud-Native Databases with Storage Disaggregation.
Proc. ACM Manag. Data, December, 2023

Rethinking Learned Cost Models: Why Start from Scratch?
Proc. ACM Manag. Data, December, 2023

Distributional constraint discovery for intelligent auditing.
Knowl. Inf. Syst., December, 2023

Co-movement Pattern Mining from Videos.
Proc. VLDB Endow., November, 2023

SmartLite: A DBMS-based Serving System for DNN Inference in Resource-constrained Environments.
Proc. VLDB Endow., November, 2023

Fuse feeds as one: cross-modal framework for general identification of AMPs.
Briefings Bioinform., September, 2023

SQUID: subtrajectory query in trillion-scale GPS database.
VLDB J., July, 2023

Decision Boundary-Aware Data Augmentation for Adversarial Training.
IEEE Trans. Dependable Secur. Comput., 2023

VeriBench: Analyzing the Performance of Database Systems with Verifiability.
Proc. VLDB Endow., 2023

GlassDB: An Efficient Verifiable Ledger Database System Through Transparency.
Proc. VLDB Endow., 2023

DoveDB: A Declarative and Low-Latency Video Database.
Proc. VLDB Endow., 2023

MINT: Detecting Fraudulent Behaviors from Time-series Relational Data.
Proc. VLDB Endow., 2023

Falcon: A Privacy-Preserving and Interpretable Vertical Federated Learning System.
Proc. VLDB Endow., 2023

A Demonstration of DLBD: Database Logic Bug Detection System.
Proc. VLDB Endow., 2023

AQUA: Automatic Collaborative Query Processing in Analytical Database.
Proc. VLDB Endow., 2023

Detecting Logic Bugs of Join Optimizations in DBMS.
Proc. ACM Manag. Data, 2023

Draft & Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding.
CoRR, 2023

CT-BERT: Learning Better Tabular Representations Through Cross-Table Pre-training.
CoRR, 2023

Assessing Hidden Risks of LLMs: An Empirical Study on Robustness, Consistency, and Credibility.
CoRR, 2023

Controllable Textual Inversion for Personalized Text-to-Image Generation.
CoRR, 2023

GAIN: Enhancing Byzantine Robustness in Federated Learning with Gradient Decomposition.
CoRR, 2023

FLAC: Practical Failure-Aware Atomic Commit Protocol for Distributed Transactions.
CoRR, 2023

Catch: Collaborative Feature Set Search for Automated Feature Engineering.
Proceedings of the ACM Web Conference 2023, 2023

Visual Matching is Enough for Scene Text Retrieval.
Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

Quantum Computing for Databases: A Short Survey and Vision.
Proceedings of the Joint Proceedings of Workshops at the 49th International Conference on Very Large Data Bases (VLDB 2023), Vancouver, Canada, August 28, 2023

SMILE: A Cost-Effective System for Serving Massive Pretrained Language Models in The Cloud.
Proceedings of the Companion of the 2023 International Conference on Management of Data, 2023

Efficient Maximal Biclique Enumeration on GPUs.
Proceedings of the International Conference for High Performance Computing, 2023

Deep Partial Multi-Label Learning with Graph Disambiguation.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Towards Controlled Data Augmentations for Active Learning.
Proceedings of the International Conference on Machine Learning, 2023

Byzantine-Robust Learning on Heterogeneous Data via Gradient Splitting.
Proceedings of the International Conference on Machine Learning, 2023

Learning a Data-Driven Policy Network for Pre-Training Automated Feature Engineering.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

The Metaverse Data Deluge: What Can We Do About It?
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

iCache: An Importance-Sampling-Informed Cache for Accelerating I/O-Bound DNN Model Training.
Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2023

TLM: Token-Level Masking for Transformers.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Human-in-the-Loop Vehicle ReID.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Effective Continual Learning for Text Classification with Lightweight Snapshots.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Towards One-Size-Fits-Many: Multi-Context Attention Network for Diversity of Entity Resolution Tasks.
IEEE Trans. Knowl. Data Eng., 2022

Continuous Trajectory Similarity Search for Online Outlier Detection.
IEEE Trans. Knowl. Data Eng., 2022

A Stack-Centric Processing Model for Iterative Processing.
IEEE Trans. Big Data, 2022

Dynamic Index Construction with Deep Reinforcement Learning.
Data Sci. Eng., 2022

GlassDB: Practical Verifiable Ledger Database Through Transparency.
CoRR, 2022

Sense The Physical, Walkthrough The Virtual, Manage The Metaverse: A Data-centric Perspective.
CoRR, 2022

Blockchain Goes Green? Part II: Characterizing the Performance and Cost of Blockchains on the Cloud and at the Edge.
CoRR, 2022

A Sampling-based Learning Framework for Big Databases.
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

PreQR: Pre-training Representation for SQL Understanding.
Proceedings of the SIGMOD '22: International Conference on Management of Data, Philadelphia, PA, USA, June 12, 2022

SoLar: Sinkhorn Label Refinery for Imbalanced Partial-Label Learning.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

IceBerg: Deep Generative Modeling for Constraint Discovery and Anomaly Detection.
Proceedings of the IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2022

PiCO: Contrastive Label Disambiguation for Partial Label Learning.
Proceedings of the Tenth International Conference on Learning Representations, 2022

Continuous Trajectory Similarity Search for Online Outlier Detection (Extended Abstract).
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

A Comparative Study of in-Database Inference Approaches.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Incorporating Instructional Prompts into a Unified Generative Framework for Joint Multiple Intent Detection and Slot Filling.
Proceedings of the 29th International Conference on Computational Linguistics, 2022

NVAlloc: rethinking heap metadata management in persistent memory allocators.
Proceedings of the ASPLOS '22: 27th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Lausanne, Switzerland, 28 February 2022, 2022

TraVL: Transferring Pre-trained Visual-Linguistic Models for Cross-Lingual Image Captioning.
Proceedings of the Web and Big Data - 6th International Joint Conference, 2022

SkipBERT: Efficient Inference with Shallow Layer Skipping.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021
LineageChain: a fine-grained, secure and efficient data provenance system for blockchains.
VLDB J., 2021

NEIST: A Neural-Enhanced Index for Spatio-Temporal Queries.
IEEE Trans. Knowl. Data Eng., 2021

Improving Data Analytics with Fast and Adaptive Regularization.
IEEE Trans. Knowl. Data Eng., 2021

Time-Respecting Flow Graph Pattern Matching on Temporal Graphs.
IEEE Trans. Knowl. Data Eng., 2021

Refiner: A Reliable Incentive-Driven Federated Learning System Powered by Blockchain.
Proc. VLDB Endow., 2021

BERT-JAM: Maximizing the utilization of BERT for neural machine translation.
Neurocomputing, 2021

Joining datasets via data augmentation in the label space for neural networks.
CoRR, 2021

A critical look at the current train/test split in machine learning.
CoRR, 2021

Guided Interpolation for Adversarial Training.
CoRR, 2021

PACE: Learning Effective Task Decomposition for Human-in-the-loop Healthcare Delivery.
Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

Blockchains vs. Distributed Databases: Dichotomy and Fusion.
Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

AlphaEvolve: A Learning Framework to Discover Novel Alphas in Quantitative Investment.
Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

ARM-Net: Adaptive Relation Modeling Network for Structured Data.
Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

Towards Robust Cross-domain Image Understanding with Unsupervised Noise Removal.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

SINGA-Easy: An Easy-to-Use Framework for MultiModal Analysis.
Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

Defending Privacy Against More Knowledgeable Membership Inference Attackers.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

Joining datasets via data augmentation in the label space for neural networks.
Proceedings of the 38th International Conference on Machine Learning, 2021

A Learning to Tune Framework for LSH.
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

MLCask: Efficient Management of Component Evolution in Collaborative Data Analytics Pipelines.
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

E<sup>2</sup>DTC: An End to End Deep Trajectory Clustering Framework via Self-Training.
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Learning to Label with Active Learning and Reinforcement Learning.
Proceedings of the Database Systems for Advanced Applications, 2021

CSWAP: A Self-Tuning Compression Framework for Accelerating Tensor Swapping in GPUs.
Proceedings of the IEEE International Conference on Cluster Computing, 2021

Effective Slot Filling via Weakly-Supervised Dual-Model Learning.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
On Efficiently Monitoring Continuous Aggregate k Nearest Neighbors in Road Networks.
IEEE Trans. Mob. Comput., 2020

The Disruptions of 5G on Data-Driven Technologies and Applications.
IEEE Trans. Knowl. Data Eng., 2020

Toward Translating Raw Indoor Positioning Data into Mobility Semantics.
Trans. Data Sci., 2020

Revealing Every Story of Data in Blockchain Systems.
SIGMOD Rec., 2020

Privacy Preserving Vertical Federated Learning for Tree-based Models.
Proc. VLDB Endow., 2020

HAM: a deep collaborative ranking method incorporating textual information.
Frontiers Inf. Technol. Electron. Eng., 2020

A two-phase approach for unexpected pattern mining.
Expert Syst. Appl., 2020

LINDT: Tackling Negative Federated Learning with Local Adaptation.
CoRR, 2020

BERT-JAM: Boosting BERT-Enhanced Neural Machine Translation with Joint Attention.
CoRR, 2020

MLCask: Efficient Management of Component Evolution in Collaborative Data Analytics Pipelines.
CoRR, 2020

Robust Federated Recommendation System.
CoRR, 2020

Analysis of Indexing Structures for Immutable Data.
Proceedings of the 2020 International Conference on Management of Data, 2020

A Transactional Perspective on Execute-order-validate Blockchains.
Proceedings of the 2020 International Conference on Management of Data, 2020

AUDITOR: A System Designed for Automatic Discovery of Complex Integrity Constraints in Relational Databases.
Proceedings of the 2020 International Conference on Management of Data, 2020

Online Partial Label Learning.
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

Off-Policy Recommendation System Without Exploration.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2020

Collaboration Based Multi-Label Propagation for Fraud Detection.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Learning From Multi-Dimensional Partial Labels.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Towards Factorized SVM with Gaussian Kernels over Normalized Data.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

Cool, a COhort OnLine analytical processing system.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

ForkBase: Immutable, Tamper-evident Storage Substrate for Branchable Applications.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

Indoor Mobility Semantics Annotation Using Coupled Conditional Markov Networks.
Proceedings of the 36th IEEE International Conference on Data Engineering, 2020

Self-Attention and Dynamic Convolution Hybrid Model for Neural Machine Translation.
Proceedings of the 2020 IEEE International Conference on Knowledge Graph, 2020

Pyramid: A Layered Model for Nested Named Entity Recognition.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

Incorporating Label Embedding and Feature Augmentation for Multi-Dimensional Classification.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Multi-Modal and Multi-Domain Embedding Learning for Fashion Retrieval and Analysis.
IEEE Trans. Multim., 2019

Finding Most Popular Indoor Semantic Locations Using Uncertain Mobility Data.
IEEE Trans. Knowl. Data Eng., 2019

MemepiC: Towards a Unified In-Memory Big Data Management System.
IEEE Trans. Big Data, 2019

DPTree: Differential Indexing for Persistent Memory.
Proc. VLDB Endow., 2019

S3: A Scalable In-memory Skip-List Index for Key-Value Store.
Proc. VLDB Endow., 2019

Fine-Grained, Secure and Efficient Data Provenance for Blockchain.
Proc. VLDB Endow., 2019

Model Slicing for Supporting Complex Analytics with Elastic Inference Cost and Resource Constraints.
Proc. VLDB Endow., 2019

Striped-texture image segmentation with application to multimedia security.
Multim. Tools Appl., 2019

One net to rule them all: efficient recognition and retrieval of POI from geo-tagged photos.
Multim. Tools Appl., 2019

面向局域检索的时变图数据存储与查询模型 (Storage and Query Model for Localized Search on Temporal Graph Data).
计算机科学, 2019

基于关键词和关键句抽取的用户评论情感分析 (Sentiment Analysis of User Comments Based on Extraction of Key Words and Key Sentences).
计算机科学, 2019

5G: Agent for Further Digital Disruptive Transformations.
IEEE Data Eng. Bull., 2019

Progressive Neural Index Search for Database System.
CoRR, 2019

Blockchains and Distributed Databases: a Twin Study.
CoRR, 2019

Blockchain Goes Green? An Analysis of Blockchain on Low-Power Nodes.
CoRR, 2019

Effective and Efficient Dropout for Deep Convolutional Neural Networks.
CoRR, 2019

Real-time intelligent big data processing: technology, platform, and applications.
Sci. China Inf. Sci., 2019

EXACT: Attributed Entity Extraction By Annotating Texts.
Proceedings of the 42nd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2019

Discriminative and Correlative Partial Multi-Label Learning.
Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, 2019

DBSCAN-MS: Distributed Density-Based Clustering in Metric Spaces.
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

On Efficiently Answering Why-Not Range-Based Skyline Queries in Road Networks (Extended Abstract).
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

NAD: Neural Network Aided Design for Textile Pattern Generation.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

CAMO: A Collaborative Ranking Method for Content Based Recommendation.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

Two-Stage Label Embedding via Neural Factorization Machine for Multi-Label Classification.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Towards Efficient Framework for Time-Aware Spatial Keyword Queries on Road Networks.
ACM Trans. Inf. Syst., 2018

On Efficiently Answering Why-Not Range-Based Skyline Queries in Road Networks.
IEEE Trans. Knowl. Data Eng., 2018

In Search of Indoor Dense Regions: An Approach Using Indoor Positioning Data.
IEEE Trans. Knowl. Data Eng., 2018

Untangling Blockchain: A Data Processing View of Blockchain Systems.
IEEE Trans. Knowl. Data Eng., 2018

Rafiki: Machine Learning as an Analytics Service System.
Proc. VLDB Endow., 2018

ForkBase: An Efficient Storage Engine for Blockchain and Forkable Applications.
Proc. VLDB Endow., 2018

TRIPS: A System for Translating Raw Indoor Positioning Data into Visual Mobility Semantics.
Proc. VLDB Endow., 2018

Effective Temporal Dependence Discovery in Time Series Data.
Proc. VLDB Endow., 2018

Efficient Distributed Memory Management with RDMA and Caching.
Proc. VLDB Endow., 2018

Where Do Local Experts Go? Evaluating User Geo-Topical Similarity for Top-N Place Recommendation.
J. Comput. Sci. Technol., 2018

An Optimized Iterative Semantic Compression Algorithm And Parallel Processing for Large Scale Data.
KSII Trans. Internet Inf. Syst., 2018

DIM: a distributed air index based on MapReduce for spatial query processing in road networks.
EURASIP J. Wirel. Commun. Netw., 2018

PANDA: Facilitating Usable AI Development.
CoRR, 2018

Rafiki: Machine Learning as an Analytics Service System.
CoRR, 2018

ForkBase: An Efficient Storage Engine for Blockchain and Forkable Applications.
CoRR, 2018

Fine-grained Concept Linking using Neural Networks in Healthcare.
Proceedings of the 2018 International Conference on Management of Data, 2018

Why-Not Questions on Top-k Geo-Social Keyword Queries in Road Networks.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

A Comprehensive Performance Evaluation of Modern In-Memory Indices.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

Adaptive Lightweight Regularization Tool for Complex Analytics.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

On the Design of Adaptive and Speculative Concurrency Control in Distributed Databases.
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

Time-Aware Boolean Spatial Keyword Queries (Extended Abstract).
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

Metric Similarity Joins Using MapReduce (Extended Abstract).
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

2017
On efficiently finding reverse k-nearest neighbors over uncertain graphs.
VLDB J., 2017

Indexing metric uncertain data for range queries and range joins.
VLDB J., 2017

Time-Aware Boolean Spatial Keyword Queries.
IEEE Trans. Knowl. Data Eng., 2017

Metric Similarity Joins Using MapReduce.
IEEE Trans. Knowl. Data Eng., 2017

Efficient Metric Indexing for Similarity Search and Similarity Joins.
IEEE Trans. Knowl. Data Eng., 2017

Robust, Efficient Depth Reconstruction With Hierarchical Confidence-Based Matching.
IEEE Trans. Image Process., 2017

FlashView: An Interactive Visual Explorer for Raw Data.
Proc. VLDB Endow., 2017

CSIR4G: An effective and efficient cross-scenario image retrieval model for glasses.
Inf. Sci., 2017

UStore: A Distributed Storage With Rich Semantics.
CoRR, 2017

DTNC: A New Server-side Data Cleansing Framework for Cellular Trajectory Services.
CoRR, 2017

A fine grained digital textile printing system based on image registration.
Comput. Ind., 2017

BLOCKBENCH: A Framework for Analyzing Private Blockchains.
Proceedings of the 2017 ACM International Conference on Management of Data, 2017

Understanding Fashion Trends from Street Photos via Neighbor-Constrained Embedding Learning.
Proceedings of the 2017 ACM on Multimedia Conference, 2017

Visible Nearest Neighbor Search for Objects Moving on Consecutive Trajectories.
Proceedings of the 2017 IEEE International Symposium on Parallel and Distributed Processing with Applications and 2017 IEEE International Conference on Ubiquitous Computing and Communications (ISPA/IUCC), 2017

Reverse Top-k Geo-Social Keyword Queries in Road Networks.
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

IS2R: A System for Refining Reverse Top-k Queries.
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

A New Approach to Compute CNNs for Extremely Large Images.
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

Big Healthcare Data Analytics: Challenges and Applications.
Proceedings of the Handbook of Large-Scale Distributed Computing in Smart Healthcare, 2017

2016
Answering why-not and why questions on reverse top-k queries.
VLDB J., 2016

epiC: an extensible and scalable system for processing Big Data.
VLDB J., 2016

Deep Learning at Scale and at Ease.
ACM Trans. Multim. Comput. Commun. Appl., 2016

Exploiting Single-Threaded Model in Multi-Core In-Memory Systems.
IEEE Trans. Knowl. Data Eng., 2016

KISS: Knowing Camera Prototype System for Recognizing and Annotating Places-of-Interest.
IEEE Trans. Knowl. Data Eng., 2016

Top-k Dominating Queries on Incomplete Data.
IEEE Trans. Knowl. Data Eng., 2016

Finding Causality and Responsibility for Probabilistic Reverse Skyline Query Non-Answers.
IEEE Trans. Knowl. Data Eng., 2016

Metric All-k-Nearest-Neighbor Search.
IEEE Trans. Knowl. Data Eng., 2016

Efficient Collective Spatial Keyword Query Processing on Road Networks.
IEEE Trans. Intell. Transp. Syst., 2016

Processing Incomplete k Nearest Neighbor Search.
IEEE Trans. Fuzzy Syst., 2016

Music recommendation using graph based quality model.
Signal Process., 2016

Database Meets Deep Learning: Challenges and Opportunities.
SIGMOD Rec., 2016

SI2P: A Restaurant Recommendation System Using Preference Queries over Incomplete Information.
Proc. VLDB Endow., 2016

Vita: A Versatile Toolkit for Generating Indoor Mobility Data for Real-World Buildings.
Proc. VLDB Endow., 2016

Cohort Query Processing.
Proc. VLDB Endow., 2016

k-dominant skyline queries on incomplete data.
Inf. Sci., 2016

Deep Learning At Scale and At Ease.
CoRR, 2016

Cohort Query Processing.
CoRR, 2016

Adaptive Logging: Optimizing Logging and Recovery Costs in Distributed In-memory Databases.
Proceedings of the 2016 International Conference on Management of Data, 2016

Towards a Non-2PC Transaction Management in Distributed Database Systems.
Proceedings of the 2016 International Conference on Management of Data, 2016

iGlasses: A Novel Recommendation System for Best-fit Glasses.
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

Personal recommendation using deep recurrent neural networks in NetEase.
Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

Answering why-not questions on metric probabilistic range queries.
Proceedings of the 32nd IEEE International Conference on Data Engineering, 2016

2015
Efficient k-closest pair queries in general metric spaces.
VLDB J., 2015

Competence-Based Song Recommendation: Matching Songs to One's Singing Skill.
IEEE Trans. Multim., 2015

In-Memory Big Data Management and Processing: A Survey.
IEEE Trans. Knowl. Data Eng., 2015

HM: A Column-Oriented MapReduce System on Hybrid Storage.
IEEE Trans. Knowl. Data Eng., 2015

On Summarization and Timeline Generation for Evolutionary Tweet Streams.
IEEE Trans. Knowl. Data Eng., 2015

Efficient Reverse Top-k Boolean Spatial Keyword Queries on Road Networks.
IEEE Trans. Knowl. Data Eng., 2015

Answering Why-not Questions on Reverse Top-k Queries.
Proc. VLDB Endow., 2015

I2RS: A Distributed Geo-Textual Image Retrieval and Recommendation System.
Proc. VLDB Endow., 2015

Efficient algorithms for finding the most desirable skyline objects.
Knowl. Based Syst., 2015

PROM: Efficient matching query processing on high-dimensional data.
Inf. Sci., 2015

On processing reverse k-skyband and ranked reverse skyline queries.
Inf. Sci., 2015

DGCC: A New Dependency Graph based Concurrency Control Protocol for Multicore Database Systems.
CoRR, 2015

Adaptive Logging for Distributed In-memory Databases.
CoRR, 2015

The Evolvement of Big Data Systems: From the Perspective of an Information Security Application.
Big Data Res., 2015

Indexing Metric Uncertain Data for Range Queries.
Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31, 2015

SINGA: Putting Deep Learning in the Hands of Multimedia Users.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

SINGA: A Distributed Deep Learning Platform.
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015

Cross-Scenario Eyeglasses Retrieval via EGYPT Model.
Proceedings of the 5th ACM on International Conference on Multimedia Retrieval, 2015

"Anti-Caching"-based elastic memory management for Big Data.
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

PABIRS: A data access middleware for distributed file systems.
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

Efficient metric indexing for similarity search.
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

E<sup>2</sup>C<sup>2</sup>: efficient and effective camera calibration in indoor environments.
Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2015 ACM International Symposium on Wearable Computers, 2015

Toward the New Item Problem: Context-Enhanced Event Recommendation in Event-Based Social Networks.
Proceedings of the Advances in Information Retrieval, 2015

DeepCamera: A Unified Framework for Recognizing Places-of-Interest based on Deep ConvNets.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

2014
Supporting Privacy Protection in Personalized Web Search.
IEEE Trans. Knowl. Data Eng., 2014

BestPeer++: A Peer-to-Peer BasedLarge-Scale Data Processing Platform.
IEEE Trans. Knowl. Data Eng., 2014

Automatic Itinerary Planning for Traveling Services.
IEEE Trans. Knowl. Data Eng., 2014

Contextual crowd intelligence.
SIGKDD Explor., 2014

Efficient In-memory Data Management: An Analysis.
Proc. VLDB Endow., 2014

yzBigData: Provisioning Customizable Solution for Big Data.
Proc. VLDB Endow., 2014

Fast Failure Recovery in Distributed Graph Processing Systems.
Proc. VLDB Endow., 2014

ScalaGiST: Scalable Generalized Search Trees for MapReduce Systems [Innovative Systems Paper].
Proc. VLDB Endow., 2014

epiC: an Extensible and Scalable System for Processing Big Data.
Proc. VLDB Endow., 2014

Real-time recommendation for microblogs.
Inf. Sci., 2014

kNN processing with co-space distance in SoLoMo systems.
Expert Syst. Appl., 2014

Processing k-skyband, constrained skyline, and group-by skyline queries on incomplete data.
Expert Syst. Appl., 2014

On efficient reverse skyline query processing.
Expert Syst. Appl., 2014

The knowing camera 2: recognizing and annotating places-of-interest in smartphone photos.
Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014

Song Recommendation for Social Singing Community.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014

R-Store: A scalable distributed system for supporting real-time analytics.
Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

Sequence Pattern Matching over Time-Series Data with Temporal Uncertainty.
Proceedings of the 17th International Conference on Extending Database Technology, 2014

An Efficient Graph Processing System.
Proceedings of the Web Technologies and Applications - 16th Asia-Pacific Web Conference, 2014

2013
Supporting Pattern-Preserving Anonymization for Time-Series Data.
IEEE Trans. Knowl. Data Eng., 2013

KSQ: Top-(k) Similarity Query on Uncertain Trajectories.
IEEE Trans. Knowl. Data Eng., 2013

An online cost sensitive decision-making method in crowdsourcing systems.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

Sumblr: continuous summarization of evolving tweet streams.
Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

Competence-based song recommendation.
Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

The knowing camera: recognizing places-of-interest in smartphone photos.
Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

Mapping queries to questions: towards understanding users' information needs.
Proceedings of the 36th International ACM SIGIR conference on research and development in Information Retrieval, 2013

A generic framework for cyber-physical web.
Proceedings of the First International Workshop on Middleware for Cloud-enabled Sensing, 2013

On Efficient k-Skyband Query Processing over Incomplete Data.
Proceedings of the Database Systems for Advanced Applications, 2013

Efficiently extracting frequent subgraphs using MapReduce.
Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

2012
LogBase: A Scalable Log-structured Database System in the Cloud.
Proc. VLDB Endow., 2012

PRISMO: predictive skyline query processing over moving objects.
J. Zhejiang Univ. Sci. C, 2012

E3: an Elastic Execution Engine for Scalable Data Processing.
J. Inf. Process., 2012

Efficient processing of probabilistic set-containment queries on uncertain set-valued data.
Inf. Sci., 2012

MUD: Mapping-based query processing for high-dimensional uncertain data.
Inf. Sci., 2012

DuoWave: Mitigating the curse of dimensionality for uncertain data.
Data Knowl. Eng., 2012

See-to-retrieve: efficient processing of spatio-visual keyword queries.
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

myDJ: recommending karaoke songs from one's own voice.
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

Pictune: situational music recommendation from geotagged pictures.
Proceedings of the 35th International ACM SIGIR conference on research and development in Information Retrieval, 2012

BestPeer++: A Peer-to-Peer Based Large-Scale Data Processing Platform.
Proceedings of the IEEE 28th International Conference on Data Engineering (ICDE 2012), 2012

All-Visible-k-Nearest-Neighbor Queries.
Proceedings of the Database and Expert Systems Applications, 2012

On Efficient Reverse k-Skyband Query Processing.
Proceedings of the Database Systems for Advanced Applications, 2012

Evaluating geo-social influence in location-based social networks.
Proceedings of the 21st ACM International Conference on Information and Knowledge Management, 2012

2011
Continuous nearest-neighbor search in the presence of obstacles.
ACM Trans. Database Syst., 2011

MAP-JOIN-REDUCE: Toward Scalable and Efficient Data Analysis on Large Clusters.
IEEE Trans. Knowl. Data Eng., 2011

BROAD: Diversified Keyword Search in Databases.
Proc. VLDB Endow., 2011

A Framework for Supporting DBMS-like Indexes in the Cloud.
Proc. VLDB Endow., 2011

Index and retrieve the skyline based on dominance relationship.
J. Zhejiang Univ. Sci. C, 2011

Supporting multi-dimensional queries in mobile P2P network.
Inf. Sci., 2011

PISA: A framework for integrating uncooperative peers into P2P-based federated search.
Comput. Commun., 2011

Top-<i>k</i> Similarity Search on Uncertain Trajectories.
Proceedings of the Scientific and Statistical Database Management, 2011

A cross-service travel engine for trip planning.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2011

Location disambiguation for geo-tagged images.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

What-you-retrieve-is-what-you-see: a preliminary cyber-physical search engine.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

UPS: efficient privacy protection in personalized web search.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

HashFile: An efficient index structure for multimedia data.
Proceedings of the 27th International Conference on Data Engineering, 2011

On efficient obstructed reverse nearest neighbor query processing.
Proceedings of the 19th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2011

Aggregate Farthest-Neighbor Queries over Spatial Data.
Proceedings of the Database Systems for Advanced Applications, 2011

Matching query processing in high-dimensional space.
Proceedings of the 20th ACM Conference on Information and Knowledge Management, 2011

2010
HAPS: Supporting Effective and Efficient Full-Text P2P Search with Peer Dynamics.
J. Comput. Sci. Technol., 2010

Efficient mutual nearest neighbor query processing for moving object trajectories.
Inf. Sci., 2010

Providing Scalable Database Services on the Cloud.
Proceedings of the Web Information Systems Engineering - WISE 2010, 2010

Towards Efficient Concurrent Scans on Flash Disks.
Proceedings of the Database and Expert Systems Applications, 21st International Conference, 2010

iDISQUE: Tuning High-Dimensional Similarity Queries in DHT Networks.
Proceedings of the Database Systems for Advanced Applications, 2010

Update Migration: An Efficient B+ Tree for Flash Storage.
Proceedings of the Database Systems for Advanced Applications, 2010

B<sup><i>s</i></sup>-tree: A Self-tuning Index of Moving Objects.
Proceedings of the Database Systems for Advanced Applications, 2010

Attribute Outlier Detection over Data Streams.
Proceedings of the Database Systems for Advanced Applications, 2010

(k, P)-anonymity: towards pattern-preserving anonymity of time-series data.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

2009
Heuristic Discovery of Role-Based Trust Chains in Peer-to-Peer Networks.
IEEE Trans. Parallel Distributed Syst., 2009

Bottom-up discovery of frequent rooted unordered subtrees.
Inf. Sci., 2009

Efficient Processing of Warping Time Series Join of Motion Capture Data.
Proceedings of the 25th International Conference on Data Engineering, 2009

PISA: Federated Search in P2P Networks with Uncooperative Peers.
Proceedings of the Database and Expert Systems Applications, 20th International Conference, 2009

Predictive Skyline Queries for Moving Objects.
Proceedings of the Database Systems for Advanced Applications, 2009

Cluster based rank query over multidimensional data streams.
Proceedings of the 18th ACM Conference on Information and Knowledge Management, 2009

2008
Modeling Image Data for Effective Indexing and Retrieval in Large General Image Databases.
IEEE Trans. Knowl. Data Eng., 2008

Adaptive Indexing of Moving Objects with Highly Variable Update Frequencies.
J. Comput. Sci. Technol., 2008

Pivotbrowser: a tag-space image searching prototype.
Proceedings of the 17th International Conference on World Wide Web, 2008

Query Triggered Crawling Strategy: Build a Time Sensitive Vertical Search Engine.
Proceedings of the International Conference on Cyberworlds 2008, 2008

Efficient Holistic Twig Join Algorithm on XML Documents with Optimization Rules and Index.
Proceedings of the International Conference on Cyberworlds 2008, 2008

OTJFast: Processing Ordered XML Twig Join Fast.
Proceedings of the 3rd IEEE Asia-Pacific Services Computing Conference, 2008

2007
Mining Infrequently-Accessed File Correlations in Distributed File System.
Proceedings of the Advances in Data and Web Management, 2007

BUXMiner: An Efficient Bottom-Up Approach to Mining XML Query Patterns.
Proceedings of the Advances in Data and Web Management, 2007

OBSI: Object Based Storage System for Massive Image Databases.
Proceedings of the 8th ACIS International Conference on Software Engineering, 2007

Bitmap Filtering: An Efficient Speedup Method for XML Structural Matching.
Proceedings of the 8th ACIS International Conference on Software Engineering, 2007

XML Query Recommendation Based On Association Rules.
Proceedings of the 8th ACIS International Conference on Software Engineering, 2007

Accelerating XML Structural Matching Using Suffix Bitmaps.
Proceedings of the Computational Science, 2007

Improving XML Querying with Maximal Frequent Query Patterns.
Proceedings of the Computational Science, 2007

MIME: A Dynamic Index Scheme for Multi-dimensional Query in Mobile P2P Networks.
Proceedings of the Advances in Databases: Concepts, 2007

An Image-Semantic Ontological Framework for Large Image Databases.
Proceedings of the Advances in Databases: Concepts, 2007

MSFSS: A Storage System for Mass Small Files.
Proceedings of the 11th International Conference on Computer Supported Cooperative Work in Design, 2007

Accelerating Parent-Child Path Matching in XML.
Proceedings of the 11th International Conference on Computer Supported Cooperative Work in Design, 2007

A Caching System for XML Queries Using Frequent Query Patterns.
Proceedings of the 11th International Conference on Computer Supported Cooperative Work in Design, 2007

2006
A Latent Image Semantic Indexing Scheme for Image Retrieval on the Web.
Proceedings of the Web Information Systems, 2006

Classifying E-Mails Via Support Vector Machine.
Proceedings of the Advances in Web-Age Information Management, 2006

HISA: A Query System Bridging The Semantic Gap For Large Image Databases.
Proceedings of the 32nd International Conference on Very Large Data Bases, 2006

Classifying Motion Time Series Using Neural Networks.
Proceedings of the Advances in Multimedia Information Processing, 2006

A Fuzzy Contrast Model to Measure Semantic Similarity Between OWL DL Concepts.
Proceedings of the Fuzzy Systems and Knowledge Discovery, Third International Conference, 2006

A Semantic Web-based Architecture for Collaborative Multi-Agent Functional Modeling in Design.
Proceedings of the 10th International Conference on CSCW in Design, 2006

A Network Access Control Architecture Using State-Transfer-Based Dynamic Policy.
Proceedings of the 10th International Conference on CSCW in Design, 2006

Securely Sharing Data in Encrypted Databases.
Proceedings of the 10th International Conference on CSCW in Design, 2006

An Index Scheme for XML Documents Based on Relationship Joins.
Proceedings of the 10th International Conference on CSCW in Design, 2006

A Web-based Framework For On-line Collaborative Learning.
Proceedings of the 10th International Conference on CSCW in Design, 2006

Collaborative Agents Supported Automatic Physical Database Design Based on Description Logics Reasoning.
Proceedings of the 10th International Conference on CSCW in Design, 2006

A Fractal Watermark Solution for Product Data.
Proceedings of the Computer Supported Cooperative Work in Design III, 2006

Resilient Rights Protection for Product Data.
Proceedings of the 10th International Conference on CSCW in Design, 2006

A Database Encryption Scheme for Enhanced Security and Easy Sharing.
Proceedings of the 10th International Conference on CSCW in Design, 2006

2005
A State-Transfer-Based Dynamic Policy Approach for Constraints in RBAC.
Proceedings of the Advances in Web-Age Information Management, 2005

MPX: A Multiversion Concurrency Control Protocol for XML Documents.
Proceedings of the Advances in Web-Age Information Management, 2005

Self-adaptive Statistics Management for Efficient Query Processing.
Proceedings of the Advances in Web-Age Information Management, 2005

GARWM: Towards a Generalized and Adaptive Watermark Scheme for Relational Data.
Proceedings of the Advances in Web-Age Information Management, 2005

Watermarking Abstract Tree-Structured Data.
Proceedings of the Advances in Web-Age Information Management, 2005

An Immunity-Based Intrusion Detection Solution for Database Systems.
Proceedings of the Advances in Web-Age Information Management, 2005

Complicated product oriented collaborative document management system.
Proceedings of the Ninth International Conference on Computer Supported Cooperative Work in Design, 2005

DXEC: integrating database, XML and email for collaboration.
Proceedings of the Ninth International Conference on Computer Supported Cooperative Work in Design, 2005

A workflow-based distributed multidisciplinary design optimization framework.
Proceedings of the Ninth International Conference on Computer Supported Cooperative Work in Design, 2005

An adaptive load balancing framework for parallel database systems based on collaborative agents.
Proceedings of the Ninth International Conference on Computer Supported Cooperative Work in Design, 2005

A logical replication-based intrusion detection approach for CSCW system.
Proceedings of the Ninth International Conference on Computer Supported Cooperative Work in Design, 2005

2004
A Segmentation Algorithmfor Jacquard Images Based on Mumford-ShahModel.
Proceedings of the 7th Eurographics Multimedia Workshop 2004, 2004

2002
Research on an Event Specification for Event-Based Collaboration Support Software Architecture.
Proceedings of the Seventh International Conference on CSCW in Design, 2002

Petri-net-based Context-related Access Control in Workflow Environment.
Proceedings of the Seventh International Conference on CSCW in Design, 2002

2001
An Event and Service Interacting Model and Event Detection Based on the Broker/Service Model.
Proceedings of the Sixth International Conference on Computer Supported Cooperative Work in Design, 2001


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