Xiao Zhang

Zhewei Wei

CoRR, 2024

Enhancing Parameter-efficient Fine-tuning with Simple Calibration Based on Stable Rank.

[BibT_eX]

[DOI]

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).

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., October, 2023

Expanding the Edge: Enabling Efficient Winograd CNN Inference With Deep Reuse on Edge Device.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., October, 2023

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

[BibT_eX]

[DOI]

Artif. Intell., 2023

ContRE: A Complementary Measure for Robustness Evaluation of Deep Networks via Contrastive Examples.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining, 2023

2022

Periodic Weather-Aware LSTM With Event Mechanism for Parking Behavior Prediction.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

Interpretable deep learning: interpretation, interpretability, trustworthiness, and beyond.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., 2022

Feature Forgetting in Continual Representation Learning.

[BibT_eX]

[DOI]

CoRR, 2022

Optimizing Random Access to Hierarchically-Compressed Data on GPU.

[BibT_eX]

[DOI]

Proceedings of the SC22: International Conference for High Performance Computing, 2022

2021

iMLBench: A Machine Learning Benchmark Suite for CPU-GPU Integrated Architectures.

[BibT_eX]

[DOI]

IEEE Trans. Parallel Distributed Syst., 2021

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

[BibT_eX]

[DOI]

CoRR, 2021

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

[BibT_eX]

[DOI]

CoRR, 2021

TS-Benchmark: A Benchmark for Time Series Databases.

[BibT_eX]

[DOI]

Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

2020

Measuring Information Transfer in Neural Networks.

[BibT_eX]

[DOI]

CoRR, 2020

Label-guided Learning for Text Classification.

[BibT_eX]

[DOI]

CoRR, 2020

Learning Conceptual-Contextual Embeddings for Medical Text.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

Tensor Graph Convolutional Networks for Text Classification.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Timestamp reassignment: taming transaction abort for serializable snapshot isolation.

[BibT_eX]

[DOI]

Ningnan Zhou

Shan Wang

Frontiers Comput. Sci., 2019

Learning Conceptual-Contexual Embeddings for Medical Text.

[BibT_eX]

[DOI]

CoRR, 2019

Delta Embedding Learning.

[BibT_eX]

[DOI]

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.

[BibT_eX]

[DOI]

Proc. VLDB Endow., 2018

Delta Embedding Learning.

[BibT_eX]

[DOI]

CoRR, 2018

Medical Exam Question Answering with Large-scale Reading Comprehension.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

Reordering Transaction Execution to Boost High-Frequency Trading Applications.

[BibT_eX]

[DOI]

Data Sci. Eng., 2017

2016

A General Multi-Context Embedding Model for Mining Human Trajectory Data.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2016

A Novel Emergency Detection Approach Leveraging Spatiotemporal Behavior for Power System.

[BibT_eX]

[DOI]

Trans. Edutainment, 2016

An I/O-Efficient Buffer Batch Replacement Policy for Update-Intensive Graph Databases.

[BibT_eX]

[DOI]

Data Sci. Eng., 2016

An I/O-Efficient Buffer Batch Replacement Policy for Update-Intensive Graph Databases.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2016

2015

ABR-Tree: An Efficient Distributed Multidimensional Indexing Approach for Massive Data.

[BibT_eX]

[DOI]

Proceedings of the Algorithms and Architectures for Parallel Processing, 2015

WACO: Workload Aware Column Order for Scan Operator in Wide Table.

[BibT_eX]

[DOI]

Ningnan Zhou

Shan Wang

Proceedings of the IEEE Conference on Collaboration and Internet Computing, 2015

Hike: A High Performance kNN Query Processing System for Multimedia Data.

[BibT_eX]

[DOI]

Proceedings of the IEEE Conference on Collaboration and Internet Computing, 2015

2014

Theme-Aware Social Strength Inference from Spatiotemporal Data.

[BibT_eX]

[DOI]

Ningnan Zhou