Sarana Nutanong

Orcid: 0000-0003-1068-850X

According to our database1, Sarana Nutanong authored at least 79 papers between 2004 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Machine learning-guided design of potent darunavir analogs targeting HIV-1 proteases: A computational approach for antiretroviral drug discovery.
J. Comput. Chem., May, 2024

GraphEGFR: Multi-task and transfer learning based on molecular graph attention mechanism and fingerprints improving inhibitor bioactivity prediction for EGFR family proteins on data scarcity.
J. Comput. Chem., 2024

Addressing Topic Leakage in Cross-Topic Evaluation for Authorship Verification.
CoRR, 2024

WangchanLion and WangchanX MRC Eval.
CoRR, 2024

Space Decomposition for Sentence Embedding.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

Identifying and Mitigating Annotation Bias in Natural Language Understanding using Causal Mediation Analysis.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

MIST: Mutual Information Maximization for Short Text Clustering.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023
An Efficient Self-Supervised Cross-View Training For Sentence Embedding.
Trans. Assoc. Comput. Linguistics, 2023

Towards Pointsets Representation Learning via Self-Supervised Learning and Set Augmentation.
IEEE Trans. Pattern Anal. Mach. Intell., 2023

Crowdsourced Data Validation for ASR Training.
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023

Learning Geometric-Aware Properties in 2D Representation Using Lightweight CAD Models, or Zero Real 3D Pairs.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Typo-Robust Representation Learning for Dense Retrieval.
Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2023

2022
Visual Goal Human-Robot Communication Framework With Few-Shot Learning: A Case Study in Robot Waiter System.
IEEE Trans. Ind. Informatics, 2022

A large English-Thai parallel corpus from the web and machine-generated text.
Lang. Resour. Evaluation, 2022

Thai Wav2Vec2.0 with CommonVoice V8.
CoRR, 2022

CL-ReLKT: Cross-lingual Language Knowledge Transfer for Multilingual Retrieval Question Answering.
Proceedings of the Findings of the Association for Computational Linguistics: NAACL 2022, 2022

Mitigating Spurious Correlation in Natural Language Understanding with Counterfactual Inference.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Topic-Regularized Authorship Representation Learning.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

ConGen: Unsupervised Control and Generalization Distillation For Sentence Representation.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

Thai Nested Named Entity Recognition Corpus.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

2021
Shipper Cooperation in Stochastic Drone Delivery: A Dynamic Bayesian Game Approach.
IEEE Trans. Veh. Technol., 2021

WangchanBERTa: Pretraining transformer-based Thai Language Models.
CoRR, 2021

AI Builders: Teaching Thai Students to Build End-to-End Machine Learning Projects Online.
Proceedings of the 2021 IEEE International Conference on Engineering, 2021

Self-Supervised Deep Metric Learning for Pointsets.
Proceedings of the 37th IEEE International Conference on Data Engineering, 2021

Robust Fragment-Based Framework for Cross-lingual Sentence Retrieval.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Handling Cross- and Out-of-Domain Samples in Thai Word Segmentation.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020
Native Language Identification of Fluent and Advanced Non-Native Writers.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2020

<i>StyloThai: </i>: A Scalable Framework for Stylometric Authorship Identification of Thai Documents.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2020

scb-mt-en-th-2020: A Large English-Thai Parallel Corpus.
CoRR, 2020

CAG: Stylometric Authorship Attribution of Multi-Author Documents Using a Co-Authorship Graph.
IEEE Access, 2020

Domain Adaptation of Thai Word Segmentation Models using Stacked Ensemble.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

2019
A Hardware-Accelerated Solution for Hierarchical Index-Based Merge-Join.
IEEE Trans. Knowl. Data Eng., 2019

C2Net: A Network-Efficient Approach to Collision Counting LSH Similarity Join.
IEEE Trans. Knowl. Data Eng., 2019

Vehdoop: A Scalable Analytical Processing Framework for Vehicular Sensor Networks.
IEEE Trans. Intell. Transp. Syst., 2019

A fast LSH-based similarity search method for multivariate time series.
Inf. Sci., 2019

Multi-Objective Optimization for Drone Delivery.
Proceedings of the 90th IEEE Vehicular Technology Conference, 2019

Joint Task Allocation and Data Delivery Framework for Unmanned Aerial Vehicles in Aerial Plant Inspection.
Proceedings of the 90th IEEE Vehicular Technology Conference, 2019

A Hardware-Accelerated Solution for Hierarchical Index-Based Merge-Join(Extended Abstract).
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

C2Net: A Network-Efficient Approach to Collision Counting LSH Similarity Join(Extended Abstract).
Proceedings of the 35th IEEE International Conference on Data Engineering, 2019

Online Rare Category Detection for Edge Computing.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2019

2018
A Quality-Oriented Data Collection Scheme in Vehicular Sensor Networks.
IEEE Trans. Veh. Technol., 2018

Entropy-Based Scheduling Policy for Cross Aggregate Ranking Workloads.
IEEE Trans. Serv. Comput., 2018

A scalable framework for cross-lingual authorship identification.
Inf. Sci., 2018

An Effective and Scalable Framework for Authorship Attribution Query Processing.
IEEE Access, 2018

Near Data Filtering for Distributed Database Systems.
Proceedings of the Ninth International Green and Sustainable Computing Conference, 2018

A Scalable Framework for Stylometric Analysis of Multi-author Documents.
Proceedings of the Database Systems for Advanced Applications, 2018

Bohr: similarity aware geo-distributed data analytics.
Proceedings of the 14th International Conference on emerging Networking EXperiments and Technologies, 2018

2017
Dynamic Nearest Neighbor Queries in Euclidean Space.
Proceedings of the Encyclopedia of GIS., 2017

A Generic Method for Accelerating LSH-Based Similarity Join Processing.
IEEE Trans. Knowl. Data Eng., 2017

Privacy-Preserving Similarity Joins Over Encrypted Data.
IEEE Trans. Inf. Forensics Secur., 2017

MELT 2016 workshop report: the Sixth ACM SIGSPATIAL International Workshop on Mobile Entity Localization, Tracking and Analysis: Burlingame, CA, USA - October 31, 2016.
ACM SIGSPATIAL Special, 2017

A Generic Method for Accelerating LSH-Based Similarity Join Processing (Extended Abstract).
Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

2016
Spatial Consensus Queries in a Collaborative Environment.
ACM Trans. Spatial Algorithms Syst., 2016

The Key Factors and Their Influence in Authorship Attribution.
Res. Comput. Sci., 2016

Exploring cell tower data dumps for supervised learning-based point-of-interest prediction (industrial paper).
GeoInformatica, 2016

Dynamic presentation consistency issues in smartphone mapping apps.
Commun. ACM, 2016

Static presentation consistency issues in smartphone mapping apps.
Commun. ACM, 2016

A Scalable Framework for Stylometric Analysis Query Processing.
Proceedings of the IEEE 16th International Conference on Data Mining, 2016

2014
Exploring cell tower data dumps for supervised learning-based point-of-interest prediction.
Proceedings of the 22nd ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2014

2013
Adaptive exploration for large-scale protein analysis in the molecular dynamics database.
Proceedings of the Conference on Scientific and Statistical Database Management, 2013

A Group Based Approach for Path Queries in Road Networks.
Proceedings of the Advances in Spatial and Temporal Databases, 2013

Memory-efficient algorithms for spatial network queries.
Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

Maximum visibility queries in spatial databases.
Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

An efficient layout method for a large collection of geographic data entries.
Proceedings of the Joint 2013 EDBT/ICDT Conferences, 2013

2012
Continuous Detour Queries in Spatial Networks.
IEEE Trans. Knowl. Data Eng., 2012

Duking it out at the smartphone mobile app mapping API corral: Apple, Google, and the competition.
Proceedings of the First ACM SIGSPATIAL International Workshop on Mobile Geographic Information Systems, 2012

Multiresolution select-distinct queries on large geographic point sets.
Proceedings of the SIGSPATIAL 2012 International Conference on Advances in Geographic Information Systems (formerly known as GIS), 2012

2011
An Incremental Hausdorff Distance Calculation Algorithm.
Proc. VLDB Endow., 2011

Searching web documents as location sets.
Proceedings of the 19th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2011

Similarity search on a large collection of point sets.
Proceedings of the 19th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2011

2010
Analysis and evaluation of V*-<i>k</i>NN: an efficient algorithm for moving <i>k</i>NN queries.
VLDB J., 2010

Incremental Evaluation of Visible Nearest Neighbor Queries.
IEEE Trans. Knowl. Data Eng., 2010

Local network Voronoi diagrams.
Proceedings of the 18th ACM SIGSPATIAL International Symposium on Advances in Geographic Information Systems, 2010

2009
V*-kNN: An Efficient Algorithm for Moving k Nearest Neighbor Queries.
Proceedings of the 25th International Conference on Data Engineering, 2009

2008
The V*-Diagram: a query-dependent approach to moving KNN queries.
Proc. VLDB Endow., 2008

2007
Visible Nearest Neighbor Queries.
Proceedings of the Advances in Databases: Concepts, 2007

2006
Building and Querying a P2P Virtual World.
GeoInformatica, 2006

2004
P2P Networks for Content Sharing
CoRR, 2004

A serverless 3D world.
Proceedings of the 12th ACM International Workshop on Geographic Information Systems, 2004


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