Sarana Nutanong

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 62

Top Topics

Language Understanding

Authorship Attribution

Similarity Join

Join Processing

Top Venues

IEEE Trans. Knowl. Data Eng.

Publications

Wuttikorn Ponwitayarat, Peerat Limkonchotiwat, Ekapol Chuangsuwanich, Sarana Nutanong
Space Decomposition for Sentence Embedding. ACL (Findings) (2024)
Wannaphong Phatthiyaphaibun, Surapon Nonesung, Patomporn Payoungkhamdee, Peerat Limkonchotiwat, Can Udomcharoenchaikit, Ekapol Chuangsuwanich, Sarana Nutanong
WangchanLion and WangchanX MRC Eval. CoRR (2024)
Wuttikorn Ponwitayarat, Peerat Limkonchotiwat, Ekapol Chuangsuwanich, Sarana Nutanong
Space Decomposition for Sentence Embedding. CoRR (2024)
Bundit Boonyarit, Nattawin Yamprasert, Pawit Kaewnuratchadasorn, Jiramet Kinchagawat, Chanatkran Prommin, Thanyada Rungrotmongkol, Sarana Nutanong
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. 45 (23, September) (2024)
Krissanee Kamthawee, Can Udomcharoenchaikit, Sarana Nutanong
MIST: Mutual Information Maximization for Short Text Clustering. ACL (1) (2024)
Hathaichanok Chuntakaruk, Kajjana Boonpalit, Jiramet Kinchagawat, Fahsai Nakarin, Tanatorn Khotavivattana, Chanat Aonbangkhen, Yasuteru Shigeta, Kowit Hengphasatporn, Sarana Nutanong, Thanyada Rungrotmongkol, Supot Hannongbua
Machine learning-guided design of potent darunavir analogs targeting HIV-1 proteases: A computational approach for antiretroviral drug discovery. J. Comput. Chem. 45 (13) (2024)
Jitkapat Sawatphol, Can Udomcharoenchaikit, Sarana Nutanong
Addressing Topic Leakage in Cross-Topic Evaluation for Authorship Verification. CoRR (2024)
Sitiporn Sae Lim, Can Udomcharoenchaikit, Peerat Limkonchotiwat, Ekapol Chuangsuwanich, Sarana Nutanong
Identifying and Mitigating Annotation Bias in Natural Language Understanding using Causal Mediation Analysis. ACL (Findings) (2024)
Peerat Limkonchotiwat, Wuttikorn Ponwitayarat, Lalita Lowphansirikul, Can Udomcharoenchaikit, Ekapol Chuangsuwanich, Sarana Nutanong
An Efficient Self-Supervised Cross-View Training For Sentence Embedding. CoRR (2023)
Pattaramanee Arsomngern, Sarana Nutanong, Supasorn Suwajanakorn
Learning Geometric-Aware Properties in 2D Representation Using Lightweight CAD Models, or Zero Real 3D Pairs. CVPR (2023)
Peerat Limkonchotiwat, Wuttikorn Ponwitayarat, Lalita Lowphansirikul, Can Udomcharoenchaikit, Ekapol Chuangsuwanich, Sarana Nutanong
An Efficient Self-Supervised Cross-View Training For Sentence Embedding. Trans. Assoc. Comput. Linguistics 11 (2023)
Panuthep Tasawong, Wuttikorn Ponwitayarat, Peerat Limkonchotiwat, Can Udomcharoenchaikit, Ekapol Chuangsuwanich, Sarana Nutanong
Typo-Robust Representation Learning for Dense Retrieval. ACL (2) (2023)
Pattaramanee Arsomngern, Cheng Long, Supasorn Suwajanakorn, Sarana Nutanong
Towards Pointsets Representation Learning via Self-Supervised Learning and Set Augmentation. IEEE Trans. Pattern Anal. Mach. Intell. 45 (1) (2023)
Wannaphong Phatthiyaphaibun, Chompakorn Chaksangchaichot, Thanawin Rakthanmanon, Ekapol Chuangsuwanich, Sarana Nutanong
Crowdsourced Data Validation for ASR Training. INTERSPEECH (2023)
Panuthep Tasawong, Wuttikorn Ponwitayarat, Peerat Limkonchotiwat, Can Udomcharoenchaikit, Ekapol Chuangsuwanich, Sarana Nutanong
Typo-Robust Representation Learning for Dense Retrieval. CoRR (2023)
Peerat Limkonchotiwat, Wuttikorn Ponwitayarat, Can Udomcharoenchaikit, Ekapol Chuangsuwanich, Sarana Nutanong
CL-ReLKT: Cross-lingual Language Knowledge Transfer for Multilingual Retrieval Question Answering. NAACL-HLT (Findings) (2022)
Wannaphong Phatthiyaphaibun, Chompakorn Chaksangchaichot, Peerat Limkonchotiwat, Ekapol Chuangsuwanich, Sarana Nutanong
Thai Wav2Vec2.0 with CommonVoice V8. CoRR (2022)
Jitkapat Sawatphol, Nonthakit Chaiwong, Can Udomcharoenchaikit, Sarana Nutanong
Topic-Regularized Authorship Representation Learning. EMNLP (2022)
Lalita Lowphansirikul, Charin Polpanumas, Attapol T. Rutherford, Sarana Nutanong
A large English-Thai parallel corpus from the web and machine-generated text. Lang. Resour. Evaluation 56 (2) (2022)
Weerayut Buaphet, Can Udomcharoenchaikit, Peerat Limkonchotiwat, Attapol Rutherford, Sarana Nutanong
Thai Nested Named Entity Recognition Corpus. ACL (Findings) (2022)
Can Udomcharoenchaikit, Wuttikorn Ponwitayarat, Patomporn Payoungkhamdee, Kanruethai Masuk, Weerayut Buaphet, Ekapol Chuangsuwanich, Sarana Nutanong
Mitigating Spurious Correlation in Natural Language Understanding with Counterfactual Inference. EMNLP (2022)
Guntitat Sawadwuthikul, Tanyatep Tothong, Thanawat Lodkaew, Puchong Soisudarat, Sarana Nutanong, Poramate Manoonpong, Nat Dilokthanakul
Visual Goal Human-Robot Communication Framework With Few-Shot Learning: A Case Study in Robot Waiter System. IEEE Trans. Ind. Informatics 18 (3) (2022)
Peerat Limkonchotiwat, Wuttikorn Ponwitayarat, Lalita Lowphansirikul, Ekapol Chuangsuwanich, Sarana Nutanong
ConGen: Unsupervised Control and Generalization Distillation For Sentence Representation. EMNLP (Findings) (2022)
Charin Polpanumas, Peerat Limkonchotiwat, Benyapa Matupumanon, Chompakorn Chaksangchaichot, Natkrita Chumlek, Nattakarn Phaphoom, Pakin Siwatammarat, Pined Laohapiengsak, Sukrit Amornpornwiwat, Witchapong Daroontham, Ekapol Chuangsuwanich, Kowin Kulruchakorn, Sarana Nutanong, Titipat Achakulvisut
AI Builders: Teaching Thai Students to Build End-to-End Machine Learning Projects Online. TALE (2021)
Suttinee Sawadsitang, Dusit Niyato, Puay Siew Tan, Ping Wang, Sarana Nutanong
Shipper Cooperation in Stochastic Drone Delivery: A Dynamic Bayesian Game Approach. IEEE Trans. Veh. Technol. 70 (8) (2021)
Peerat Limkonchotiwat, Wannaphong Phatthiyaphaibun, Raheem Sarwar, Ekapol Chuangsuwanich, Sarana Nutanong
Handling Cross- and Out-of-Domain Samples in Thai Word Segmentation. ACL/IJCNLP (Findings) (2021)
Nattapol Trijakwanich, Peerat Limkonchotiwat, Raheem Sarwar, Wannaphong Phatthiyaphaibun, Ekapol Chuangsuwanich, Sarana Nutanong
Robust Fragment-Based Framework for Cross-lingual Sentence Retrieval. EMNLP (Findings) (2021)
Pattaramanee Arsomngern, Cheng Long, Supasorn Suwajanakorn, Sarana Nutanong
Self-Supervised Deep Metric Learning for Pointsets. ICDE (2021)
Lalita Lowphansirikul, Charin Polpanumas, Nawat Jantrakulchai, Sarana Nutanong
WangchanBERTa: Pretraining transformer-based Thai Language Models. CoRR (2021)
Suttinee Sawadsitang, Dusit Niyato, Puay Siew Tan, Ping Wang, Sarana Nutanong
Shipper Cooperation in Stochastic Drone Delivery: A Dynamic Bayesian Game Approach. CoRR (2020)
Raheem Sarwar, Norawit Urailertprasert, Nattapol Vannaboot, Chenyun Yu, Thanawin Rakthanmanon, Ekapol Chuangsuwanich, Sarana Nutanong
CAG: Stylometric Authorship Attribution of Multi-Author Documents Using a Co-Authorship Graph. IEEE Access 8 (2020)
Raheem Sarwar, Attapol T. Rutherford, Saeed-Ul Hassan, Thanawin Rakthanmanon, Sarana Nutanong
Native Language Identification of Fluent and Advanced Non-Native Writers. ACM Trans. Asian Low Resour. Lang. Inf. Process. 19 (4) (2020)
Peerat Limkonchotiwat, Wannaphong Phatthiyaphaibun, Raheem Sarwar, Ekapol Chuangsuwanich, Sarana Nutanong
Domain Adaptation of Thai Word Segmentation Models using Stacked Ensemble. EMNLP (1) (2020)
Lalita Lowphansirikul, Charin Polpanumas, Attapol T. Rutherford, Sarana Nutanong
scb-mt-en-th-2020: A Large English-Thai Parallel Corpus. CoRR (2020)
Raheem Sarwar, Thanasarn Porthaveepong, Attapol Rutherford, Thanawin Rakthanmanon, Sarana Nutanong
: A Scalable Framework for Stylometric Authorship Identification of Thai Documents. ACM Trans. Asian Low Resour. Lang. Inf. Process. 19 (3) (2020)
Naphat Ngoenriang, Sarana Nutanong, Dusit Niyato
Joint Task Allocation and Data Delivery Framework for Unmanned Aerial Vehicles in Aerial Plant Inspection. VTC Fall (2019)
Wendi Nie, Kai Liu, Victor C. S. Lee, Yaoxin Duan, Sarana Nutanong
Vehdoop: A Scalable Analytical Processing Framework for Vehicular Sensor Networks. IEEE Trans. Intell. Transp. Syst. 20 (8) (2019)
Chenyun Yu, Lintong Luo, Leanne Lai Hang Chan, Thanawin Rakthanmanon, Sarana Nutanong
A fast LSH-based similarity search method for multivariate time series. Inf. Sci. 476 (2019)
Suttinee Sawadsitang, Dusit Niyato, Puay Siew Tan, Ping Wang, Sarana Nutanong
Multi-Objective Optimization for Drone Delivery. VTC Fall (2019)
Yufei Cui, Qiao Li, Sarana Nutanong, Chun Jason Xue
Online Rare Category Detection for Edge Computing. DATE (2019)
Hangyu Li, Sarana Nutanong, Hong Xu, Chenyun Yu, Foryu Ha
C2Net: A Network-Efficient Approach to Collision Counting LSH Similarity Join(Extended Abstract). ICDE (2019)
Zimeng Zhou, Chenyun Yu, Sarana Nutanong, Yufei Cui, Chenchen Fu, Chun Jason Xue
A Hardware-Accelerated Solution for Hierarchical Index-Based Merge-Join. IEEE Trans. Knowl. Data Eng. 31 (1) (2019)
Hangyu Li, Sarana Nutanong, Hong Xu, Chenyun Yu, Foryu Ha
C2Net: A Network-Efficient Approach to Collision Counting LSH Similarity Join. IEEE Trans. Knowl. Data Eng. 31 (3) (2019)
Zimeng Zhou, Chenyun Yu, Sarana Nutanong, Yufei Cui, Chenchen Fu, Chun Jason Xue
A Hardware-Accelerated Solution for Hierarchical Index-Based Merge-Join(Extended Abstract). ICDE (2019)
Raheem Sarwar, Qing Li, Thanawin Rakthanmanon, Sarana Nutanong
A scalable framework for cross-lingual authorship identification. Inf. Sci. 465 (2018)
Hangyu Li, Hong Xu, Sarana Nutanong
Bohr: similarity aware geo-distributed data analytics. CoNEXT (2018)
Zimeng Zhou, Xuan Sun, Jinghuan Yu, Sarana Nutanong, Chun Jason Xue
Near Data Filtering for Distributed Database Systems. IGSC (2018)
Raheem Sarwar, Chenyun Yu, Ninad Tungare, Kanatip Chitavisutthivong, Sukrit Sriratanawilai, Yaohai Xu, Dickson Chow, Thanawin Rakthanmanon, Sarana Nutanong
An Effective and Scalable Framework for Authorship Attribution Query Processing. IEEE Access 6 (2018)
Chengcheng Dai, Sarana Nutanong, Chi-Yin Chow, Reynold Cheng
Entropy-Based Scheduling Policy for Cross Aggregate Ranking Workloads. IEEE Trans. Serv. Comput. 11 (3) (2018)
Raheem Sarwar, Chenyun Yu, Sarana Nutanong, Norawit Urailertprasert, Nattapol Vannaboot, Thanawin Rakthanmanon
A Scalable Framework for Stylometric Analysis of Multi-author Documents. DASFAA (1) (2018)
Wendi Nie, Victor C. S. Lee, Dusit Niyato, Yaoxin Duan, Kai Liu, Sarana Nutanong
A Quality-Oriented Data Collection Scheme in Vehicular Sensor Networks. IEEE Trans. Veh. Technol. 67 (7) (2018)
Chenyun Yu, Sarana Nutanong, Hangyu Li, Cong Wang, Xingliang Yuan
A Generic Method for Accelerating LSH-Based Similarity Join Processing (Extended Abstract). ICDE (2017)
Hangyu Li, Hong Xu, Sarana Nutanong
Bohr: Similarity Aware Geo-distributed Data Analytics. HotCloud (2017)
Sarana Nutanong
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 9 (1) (2017)
Xingliang Yuan, Xinyu Wang, Cong Wang, Chenyun Yu, Sarana Nutanong
Privacy-Preserving Similarity Joins Over Encrypted Data. IEEE Trans. Inf. Forensics Secur. 12 (11) (2017)
Chenyun Yu, Sarana Nutanong, Hangyu Li, Cong Wang, Xingliang Yuan
A Generic Method for Accelerating LSH-Based Similarity Join Processing. IEEE Trans. Knowl. Data Eng. 29 (4) (2017)
Ran Wang, Chi-Yin Chow, Yan Lyu, Victor C. S. Lee, Sarana Nutanong, Yanhua Li, Mingxuan Yuan
Exploring cell tower data dumps for supervised learning-based point-of-interest prediction (industrial paper). GeoInformatica 20 (2) (2016)
Raheem Sarwar, Sarana Nutanong
The Key Factors and Their Influence in Authorship Attribution. Res. Comput. Sci. 110 (2016)
Hanan Samet, Sarana Nutanong, Brendan C. Fruin
Dynamic presentation consistency issues in smartphone mapping apps. Commun. ACM 59 (9) (2016)
Sarana Nutanong, Chenyun Yu, Raheem Sarwar, Peter Xu, Dickson Chow
A Scalable Framework for Stylometric Analysis Query Processing. ICDM (2016)
Mohammed Eunus Ali, Egemen Tanin, Peter Scheuermann, Sarana Nutanong, Lars Kulik
Spatial Consensus Queries in a Collaborative Environment. ACM Trans. Spatial Algorithms Syst. 2 (1) (2016)
Hanan Samet, Sarana Nutanong, Brendan C. Fruin
Static presentation consistency issues in smartphone mapping apps. Commun. ACM 59 (5) (2016)
Ran Wang, Chi-Yin Chow, Sarana Nutanong, Yan Lyu, Yanhua Li, Mingxuan Yuan, Victor C. S. Lee
Exploring cell tower data dumps for supervised learning-based point-of-interest prediction. SIGSPATIAL/GIS (2014)
Sarana Nutanong, Hanan Samet
Memory-efficient algorithms for spatial network queries. ICDE (2013)
Sarana Nutanong, Marco D. Adelfio, Hanan Samet
An efficient layout method for a large collection of geographic data entries. EDBT (2013)
Hossain Mahmud, Ashfaq Mahmood Amin, Mohammed Eunus Ali, Tanzima Hashem, Sarana Nutanong
A Group Based Approach for Path Queries in Road Networks. SSTD (2013)
Sarah Masud, Farhana Murtaza Choudhury, Mohammed Eunus Ali, Sarana Nutanong
Maximum visibility queries in spatial databases. ICDE (2013)
Sarana Nutanong, Nick Carey, Yanif Ahmad, Alexander S. Szalay, Thomas B. Woolf
Adaptive exploration for large-scale protein analysis in the molecular dynamics database. SSDBM (2013)
Sarana Nutanong, Egemen Tanin, Jie Shao, Rui Zhang, Kotagiri Ramamohanarao
Continuous Detour Queries in Spatial Networks. IEEE Trans. Knowl. Data Eng. 24 (7) (2012)
Sarana Nutanong, Marco D. Adelfio, Hanan Samet
Multiresolution select-distinct queries on large geographic point sets. SIGSPATIAL/GIS (2012)
Hanan Samet, Brendan C. Fruin, Sarana Nutanong
Duking it out at the smartphone mobile app mapping API corral: Apple, Google, and the competition. MobiGIS (2012)
Marco D. Adelfio, Sarana Nutanong, Hanan Samet
Searching web documents as location sets. GIS (2011)
Sarana Nutanong, Edwin H. Jacox, Hanan Samet
An Incremental Hausdorff Distance Calculation Algorithm. Proc. VLDB Endow. 4 (8) (2011)
Marco D. Adelfio, Sarana Nutanong, Hanan Samet
Similarity search on a large collection of point sets. GIS (2011)
Sarana Nutanong, Egemen Tanin, Rui Zhang
Incremental Evaluation of Visible Nearest Neighbor Queries. IEEE Trans. Knowl. Data Eng. 22 (5) (2010)
Sarana Nutanong, Rui Zhang, Egemen Tanin, Lars Kulik
NN queries. VLDB J. 19 (3) (2010)
Sarana Nutanong, Egemen Tanin, Mohammed Eunus Ali, Lars Kulik
Local network Voronoi diagrams. GIS (2010)
Sarana Nutanong, Rui Zhang, Egemen Tanin, Lars Kulik
V*-kNN: An Efficient Algorithm for Moving k Nearest Neighbor Queries. ICDE (2009)
Sarana Nutanong, Rui Zhang, Egemen Tanin, Lars Kulik
The V*-Diagram: a query-dependent approach to moving KNN queries. Proc. VLDB Endow. 1 (1) (2008)
Sarana Nutanong, Egemen Tanin, Rui Zhang
Visible Nearest Neighbor Queries. DASFAA (2007)
Egemen Tanin, Aaron Harwood, Hanan Samet, Deepa Nayar, Sarana Nutanong
Building and Querying a P2P Virtual World. GeoInformatica 10 (1) (2006)
Choon Hoong Ding, Sarana Nutanong, Rajkumar Buyya
P2P Networks for Content Sharing CoRR (2004)
Egemen Tanin, Aaron Harwood, Hanan Samet, Sarana Nutanong, Minh Tri Truong
A serverless 3D world. GIS (2004)