Xiao Zhang

Orcid: 0009-0001-1857-1368

Affiliations:
  • Renmin University of China, School of Information, Beijing, China
  • Chinese Academy of Science, Institute of Computing Technology, Beijing, China (PhD 2001)


According to our database1, Xiao Zhang authored at least 48 papers between 2007 and 2024.

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Bibliography

2024
Optimal Matrix Sketching over Sliding Windows.
Proc. VLDB Endow., May, 2024

Compressed data direct computing for Chinese dataset on DCU.
CCF Trans. High Perform. Comput., April, 2024

Enhancing Parameter-efficient Fine-tuning with Simple Calibration Based on Stable Rank.
Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

G-LIME: Statistical Learning for Local Interpretations of Deep Neural Networks Using Global Priors (Abstract Reprint).
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Enabling Efficient Random Access to Hierarchically Compressed Text Data on Diverse GPU Platforms.
IEEE Trans. Parallel Distributed Syst., October, 2023

Expanding the Edge: Enabling Efficient Winograd CNN Inference With Deep Reuse on Edge Device.
IEEE Trans. Knowl. Data Eng., October, 2023

G-LIME: Statistical learning for local interpretations of deep neural networks using global priors.
Artif. Intell., 2023

ContRE: A Complementary Measure for Robustness Evaluation of Deep Networks via Contrastive Examples.
Proceedings of the IEEE International Conference on Data Mining, 2023

2022
Periodic Weather-Aware LSTM With Event Mechanism for Parking Behavior Prediction.
IEEE Trans. Knowl. Data Eng., 2022

Interpretable deep learning: interpretation, interpretability, trustworthiness, and beyond.
Knowl. Inf. Syst., 2022

Feature Forgetting in Continual Representation Learning.
CoRR, 2022

Optimizing Random Access to Hierarchically-Compressed Data on GPU.
Proceedings of the SC22: International Conference for High Performance Computing, 2022

2021
iMLBench: A Machine Learning Benchmark Suite for CPU-GPU Integrated Architectures.
IEEE Trans. Parallel Distributed Syst., 2021

Practical Assessment of Generalization Performance Robustness for Deep Networks via Contrastive Examples.
CoRR, 2021

Interpretable Deep Learning: Interpretations, Interpretability, Trustworthiness, and Beyond.
CoRR, 2021

TS-Benchmark: A Benchmark for Time Series Databases.
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

2020
Measuring Information Transfer in Neural Networks.
CoRR, 2020

Label-guided Learning for Text Classification.
CoRR, 2020

Learning Conceptual-Contextual Embeddings for Medical Text.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Tensor Graph Convolutional Networks for Text Classification.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Timestamp reassignment: taming transaction abort for serializable snapshot isolation.
Frontiers Comput. Sci., 2019

Learning Conceptual-Contexual Embeddings for Medical Text.
CoRR, 2019

Delta Embedding Learning.
Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018
MSQL+: a Plugin Toolkit for Similarity Search under Metric Spaces in Distributed Relational Database Systems.
Proc. VLDB Endow., 2018

Delta Embedding Learning.
CoRR, 2018

Medical Exam Question Answering with Large-scale Reading Comprehension.
Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017
Reordering Transaction Execution to Boost High-Frequency Trading Applications.
Data Sci. Eng., 2017

2016
A General Multi-Context Embedding Model for Mining Human Trajectory Data.
IEEE Trans. Knowl. Data Eng., 2016

A Novel Emergency Detection Approach Leveraging Spatiotemporal Behavior for Power System.
Trans. Edutainment, 2016

An I/O-Efficient Buffer Batch Replacement Policy for Update-Intensive Graph Databases.
Data Sci. Eng., 2016

An I/O-Efficient Buffer Batch Replacement Policy for Update-Intensive Graph Databases.
Proceedings of the Database Systems for Advanced Applications, 2016

2015
ABR-Tree: An Efficient Distributed Multidimensional Indexing Approach for Massive Data.
Proceedings of the Algorithms and Architectures for Parallel Processing, 2015

WACO: Workload Aware Column Order for Scan Operator in Wide Table.
Proceedings of the IEEE Conference on Collaboration and Internet Computing, 2015

Hike: A High Performance kNN Query Processing System for Multimedia Data.
Proceedings of the IEEE Conference on Collaboration and Internet Computing, 2015

2014
Theme-Aware Social Strength Inference from Spatiotemporal Data.
Proceedings of the Web-Age Information Management - 15th International Conference, 2014

INK: A Cloud-Based System for Efficient Top-k Interval Keyword Search.
Proceedings of the 23rd ACM International Conference on Conference on Information and Knowledge Management, 2014

2013
Efficient and exact duplicate detection on cloud.
Concurr. Comput. Pract. Exp., 2013

Efficient Distributed Multi-dimensional Index for Big Data Management.
Proceedings of the Web-Age Information Management - 14th International Conference, 2013

2012
Optimizing queries with expensive video predicates in cloud environment.
Concurr. Comput. Pract. Exp., 2012

2011
Renda-RX: A Benchmark for Evaluating XML-Relational Database System.
Proceedings of the Web-Age Information Management - 12th International Conference, 2011

Efficient Duplicate Detection on Cloud Using a New Signature Scheme.
Proceedings of the Web-Age Information Management - 12th International Conference, 2011

A Content-Aware Adaptive Storage Approach for XML in PXRDB.
Proceedings of the Database Systems for Adanced Applications, 2011

Cleaning Uncertain Streams for Query Improvement.
Proceedings of the Web Technologies and Applications - 13th Asia-Pacific Web Conference, 2011

2010
SeCCX: Semantics-Based Fine Granular Concurrency Control for XML Data.
Proceedings of the Web-Age Information Management, 2010

Managing a Large Shared Bank of Unstructured Data by Using Free-Table.
Proceedings of the Advances in Web Technologies and Applications, 2010

Towards Video Management over Relational Database.
Proceedings of the Advances in Web Technologies and Applications, 2010

2009
A Database Approach for Accelerate Video Data Access.
Proceedings of the Advances in Web and Network Technologies, and Information Management, 2009

2007
Finding Top-k Min-Cost Connected Trees in Databases.
Proceedings of the 23rd International Conference on Data Engineering, 2007


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