Topic Expertise

• Incremental Query Processing
• Large-scale Scientific Databases
• Distributed Systems

• Contact

School of Information Science and Technology (IST),

Vidyasirimedhi Institute of Science and Technology (VISTEC), Wangchan Valley, Rayong, THAILAND

Tel: +66(0) 33 01 4307 | email: snutanon@vistec.ac.th

Education

Doctor of Philosophy, 2010.

Department of Computer Science and Software Engineering, University of Melbourne

Master of Software Systems Engineering, 2004

Department of Computer Science and Software Engineering, University of Melbourne

Bachelor of Computer Engineering (Honors), 2003

Department of Electrical Engineering, University of Melbourne

Work Experience

Research

• Associate Professor, 2018 - present, School of Information Science and Technology, Vidyasirimedhi Institute of Science and Technology. Areas of Research: Scalable Machine Learning, Similarity Search in High Dimensional Spaces.
• Assistant Professor, 2014 - 2018, Department of Computer Science, City University of Hong Kong. Areas of Research: Scientic data management, Scalable Query Processing.
• Assistant Research Scientist, 2012 - 2013, Department of Computer Science, Johns Hopkins University and Department of Physiology, Johns Hopkins Medical Institutions. Areas of Research: Protein simulation control.
• Postdoctoral Research Associate, 2010 - 2012, Institute for Advanced Computer Studies, Department of Computer Science, University of Maryland. Area of research: Spatial query processing. 
• PhD Candidate and Research Assistant, 2004 - 2010, Department of Computer Science and Software Engineering, University of Melbourne. Area of research: Spatial Database Systems and Spatial Query Processing.

Teaching

• Course Lecturer of Database Systems, 2015-2018.
• Department of Computer Science, City University of Hong Kong.
• Course Lecturer of Data-Intensive Computing, 2014-2018. 
• Department of Computer Science, City University of Hong Kong. 
• Head Teaching Assistant of Networks and Communications, 2005-2008. 
• Department of Computer Science and Software Engineering, University of Melbourne. 
• Head Teaching Assistant of Managerial Decision Analysis, 2006-2007. 
• Department of Management and Marketing, University of Melbourne. 
• Teaching Assistant of Algorithmic Problem Solving, 2006-2007. 
• Department of Computer Science and Software Engineering, University of Melbourne.

Research Interests

• Incremental Query Processing
• Large-scale Scienti c Databases
• Distributed Systems

Teaching Interests

• Database Systems
• Data-Intensive Computing
• Distributed Systems
• Computer Networks
• Functional Programming

Publications:

Journal, Article

Machine learning-guided design of potent darunavir analogs targeting HIV-1 proteases: A computational approach for antiretroviral drug discovery

Chuntakaruk H.

Journal of Computational Chemistry ,2024, 4513 

Journal, Article

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

Boonyarit B.

Journal of Computational Chemistry ,2024, undefined 

Journal, Article

Efficient exploration of transition-metal decorated MXene for carbon monoxide sensing using integrated active learning and density functional theory

Boonpalit K.

Physical Chemistry Chemical Physics ,2023, 2542 

Journal, Article

Mechanistic insights into hydrogen production from formic acid catalyzed by Pd@N-doped graphene: The role of the nitrogen dopant

Poldorn P.

International Journal of Hydrogen Energy ,2023, 4843 

Journal, Article

Data-Driven Discovery of Graphene-Based Dual-Atom Catalysts for Hydrogen Evolution Reaction with Graph Neural Network and DFT Calculations

Boonpalit K.

ACS Applied Materials and Interfaces ,2023, 1510 

Journal, Article

An Efficient Self-Supervised Cross-View Training For Sentence Embedding

Limkonchotiwat P.

Transactions of the Association for Computational Linguistics ,2023, 11 

Conference Proceeding, Conference Paper

Learning Geometric-Aware Properties in 2D Representation Using Lightweight CAD Models, or Zero Real 3D Pairs

Arsomngern P.

Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition ,2023, 2023-June 

Conference Proceeding, Conference Paper

Typo-Robust Representation Learning for Dense Retrieval

Tasawong P.

Proceedings of the Annual Meeting of the Association for Computational Linguistics ,2023, 2 

Conference Proceeding, Conference Paper

Crowdsourced Data Validation for ASR Training

Phatthiyaphaibun W.

Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH ,2023, 2023-August 

Journal, Article

Towards Pointsets Representation Learning via Self-Supervised Learning and Set Augmentation

Arsomngern P.

IEEE Transactions on Pattern Analysis and Machine Intelligence ,2023, 451 

Journal, Article

Highly efficient propane dehydrogenation promoted by reverse water–gas shift reaction on Pt-Zn alloy surfaces

Rodaum C.

Fuel ,2022, 325 124833

Journal, Article

A large English–Thai parallel corpus from the web and machine-generated text

Lowphansirikul L.

Language Resources and Evaluation ,2022, 562 

Journal, Article

Visual Goal Human-Robot Communication Framework with Few-Shot Learning: A Case Study in Robot Waiter System

Sawadwuthikul G.

IEEE Transactions on Industrial Informatics ,2022, 183 

Journal, Article

Assisting Multitargeted Ligand Affinity Prediction of Receptor Tyrosine Kinases Associated Nonsmall Cell Lung Cancer Treatment with Multitasking Principal Neighborhood Aggregation

Nakarin F.

Molecules ,2022, 274 1226

Conference Proceeding, Conference Paper

ConGen: Unsupervised Control and Generalization Distillation For Sentence Representation

Limkonchotiwat P.

Findings of the Association for Computational Linguistics: EMNLP 2022 ,2022, undefined 

Conference Proceeding, Conference Paper

Mitigating Spurious Correlation in Natural Language Understanding with Counterfactual Inference

Udomcharoenchaikit C.

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, EMNLP 2022 ,2022, undefined 

Conference Proceeding, Conference Paper

Topic-Regularized Authorship Representation Learning

Sawatphol J.

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, EMNLP 2022 ,2022, undefined 

Conference Proceeding, Conference Paper

Thai Nested Named Entity Recognition Corpus

Buaphet W.

Proceedings of the Annual Meeting of the Association for Computational Linguistics ,2022, undefined 

Conference Proceeding, Conference Paper

CL-ReLKT: Cross-lingual Language Knowledge Transfer for Multilingual Retrieval Question Answering

Limkonchotiwat P.

Findings of the Association for Computational Linguistics: NAACL 2022 - Findings ,2022, undefined 

Journal, Article

Shipper Cooperation in Stochastic Drone Delivery: A Dynamic Bayesian Game Approach

Sawadsitang S.

IEEE Transactions on Vehicular Technology ,2021, 708 9462455

Conference Proceeding, Conference Paper

Self-supervised deep metric learning for pointsets

Arsomngern P.

Proceedings - International Conference on Data Engineering ,2021, 2021-April 9458827

Conference Proceeding, Conference Paper

Robust Fragment-Based Framework for Cross-lingual Sentence Retrieval

Trijakwanich N.

Findings of the Association for Computational Linguistics, Findings of ACL: EMNLP 2021 ,2021, undefined 

Conference Proceeding, Conference Paper

AI Builders: Teaching Thai Students to Build End-to-End Machine Learning Projects Online

Polpanumas C.

TALE 2021 - IEEE International Conference on Engineering, Technology and Education, Proceedings ,2021, undefined 

Conference Proceeding, Conference Paper

Handling Cross- and Out-of-Domain Samples in Thai Word Segmentation

Limkonchotiwat P.

Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021 ,2021, undefined 

Journal, Article

Native Language Identification of Fluent and Advanced Non-Native Writers

Sarwar R.

ACM Transactions on Asian and Low-Resource Language Information Processing ,2020, 194 55

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