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2020 – today
- 2024
[j32]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): 953-968 (2024)- [j31]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): 2001-2023 (2024) - [c41]Wuttikorn Ponwitayarat, Peerat Limkonchotiwat, Ekapol Chuangsuwanich, Sarana Nutanong:
Space Decomposition for Sentence Embedding. ACL (Findings) 2024: 11227-11239 - [c40]Krissanee Kamthawee, Can Udomcharoenchaikit, Sarana Nutanong:
MIST: Mutual Information Maximization for Short Text Clustering. ACL (1) 2024: 11309-11324 - [c39]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: 11548-11563 - [i10]Wannaphong Phatthiyaphaibun, Surapon Nonesung, Patomporn Payoungkhamdee, Peerat Limkonchotiwat, Can Udomcharoenchaikit, Ekapol Chuangsuwanich, Sarana Nutanong:
WangchanLion and WangchanX MRC Eval. CoRR abs/2403.16127 (2024) - [i9]Wuttikorn Ponwitayarat, Peerat Limkonchotiwat, Ekapol Chuangsuwanich, Sarana Nutanong:
Space Decomposition for Sentence Embedding. CoRR abs/2406.03125 (2024) - [i8]Jitkapat Sawatphol, Can Udomcharoenchaikit, Sarana Nutanong:
Addressing Topic Leakage in Cross-Topic Evaluation for Authorship Verification. CoRR abs/2407.19164 (2024) - 2023
- [j30]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): 1201-1216 (2023) - [j29]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: 1572-1587 (2023) - [c38]Panuthep Tasawong, Wuttikorn Ponwitayarat, Peerat Limkonchotiwat, Can Udomcharoenchaikit, Ekapol Chuangsuwanich, Sarana Nutanong:
Typo-Robust Representation Learning for Dense Retrieval. ACL (2) 2023: 1106-1115 - [c37]Pattaramanee Arsomngern, Sarana Nutanong, Supasorn Suwajanakorn:
Learning Geometric-Aware Properties in 2D Representation Using Lightweight CAD Models, or Zero Real 3D Pairs. CVPR 2023: 21371-21381 - [c36]Wannaphong Phatthiyaphaibun, Chompakorn Chaksangchaichot, Thanawin Rakthanmanon, Ekapol Chuangsuwanich, Sarana Nutanong:
Crowdsourced Data Validation for ASR Training. INTERSPEECH 2023: 551-555 - [i7]Panuthep Tasawong, Wuttikorn Ponwitayarat, Peerat Limkonchotiwat, Can Udomcharoenchaikit, Ekapol Chuangsuwanich, Sarana Nutanong:
Typo-Robust Representation Learning for Dense Retrieval. CoRR abs/2306.10348 (2023) - [i6]Peerat Limkonchotiwat, Wuttikorn Ponwitayarat, Lalita Lowphansirikul, Can Udomcharoenchaikit, Ekapol Chuangsuwanich, Sarana Nutanong:
An Efficient Self-Supervised Cross-View Training For Sentence Embedding. CoRR abs/2311.03228 (2023) - 2022
- [j28]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): 477-499 (2022) - [j27]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): 1883-1891 (2022) - [c35]Weerayut Buaphet, Can Udomcharoenchaikit, Peerat Limkonchotiwat, Attapol Rutherford, Sarana Nutanong:
Thai Nested Named Entity Recognition Corpus. ACL (Findings) 2022: 1473-1486 - [c34]Jitkapat Sawatphol, Nonthakit Chaiwong, Can Udomcharoenchaikit, Sarana Nutanong:
Topic-Regularized Authorship Representation Learning. EMNLP 2022: 1076-1082 - [c33]Peerat Limkonchotiwat, Wuttikorn Ponwitayarat, Lalita Lowphansirikul, Ekapol Chuangsuwanich, Sarana Nutanong:
ConGen: Unsupervised Control and Generalization Distillation For Sentence Representation. EMNLP (Findings) 2022: 6467-6480 - [c32]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: 11308-11321 - [c31]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: 2141-2155 - [i5]Wannaphong Phatthiyaphaibun, Chompakorn Chaksangchaichot, Peerat Limkonchotiwat, Ekapol Chuangsuwanich, Sarana Nutanong:
Thai Wav2Vec2.0 with CommonVoice V8. CoRR abs/2208.04799 (2022) - 2021
- [j26]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): 7437-7452 (2021) - [c30]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: 1003-1016 - [c29]Nattapol Trijakwanich, Peerat Limkonchotiwat, Raheem Sarwar, Wannaphong Phatthiyaphaibun, Ekapol Chuangsuwanich, Sarana Nutanong:
Robust Fragment-Based Framework for Cross-lingual Sentence Retrieval. EMNLP (Findings) 2021: 935-944 - [c28]Pattaramanee Arsomngern, Cheng Long, Supasorn Suwajanakorn, Sarana Nutanong:
Self-Supervised Deep Metric Learning for Pointsets. ICDE 2021: 2171-2176 - [c27]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: 565-572 - [i4]Lalita Lowphansirikul, Charin Polpanumas, Nawat Jantrakulchai, Sarana Nutanong:
WangchanBERTa: Pretraining transformer-based Thai Language Models. CoRR abs/2101.09635 (2021) - 2020
- [j25]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: 18374-18393 (2020) - [j24]Raheem Sarwar, Thanasarn Porthaveepong, Attapol Rutherford, Thanawin Rakthanmanon, Sarana Nutanong:
StyloThai: : A Scalable Framework for Stylometric Authorship Identification of Thai Documents. ACM Trans. Asian Low Resour. Lang. Inf. Process. 19(3): 36:1-36:15 (2020) - [j23]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): 55:1-55:19 (2020) - [c26]Peerat Limkonchotiwat, Wannaphong Phatthiyaphaibun, Raheem Sarwar, Ekapol Chuangsuwanich, Sarana Nutanong:
Domain Adaptation of Thai Word Segmentation Models using Stacked Ensemble. EMNLP (1) 2020: 3841-3847 - [i3]Suttinee Sawadsitang, Dusit Niyato, Puay Siew Tan, Ping Wang, Sarana Nutanong:
Shipper Cooperation in Stochastic Drone Delivery: A Dynamic Bayesian Game Approach. CoRR abs/2002.03118 (2020) - [i2]Lalita Lowphansirikul, Charin Polpanumas, Attapol T. Rutherford, Sarana Nutanong:
scb-mt-en-th-2020: A Large English-Thai Parallel Corpus. CoRR abs/2007.03541 (2020)
2010 – 2019
- 2019
- [j22]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: 337-356 (2019) - [j21]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): 3104-3114 (2019) - [j20]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): 91-104 (2019) - [j19]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): 423-436 (2019) - [c25]Yufei Cui, Qiao Li, Sarana Nutanong, Chun Jason Xue:
Online Rare Category Detection for Edge Computing. DATE 2019: 1269-1272 - [c24]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: 2121-2122 - [c23]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: 2137-2138 - [c22]Naphat Ngoenriang, Sarana Nutanong, Dusit Niyato:
Joint Task Allocation and Data Delivery Framework for Unmanned Aerial Vehicles in Aerial Plant Inspection. VTC Fall 2019: 1-5 - [c21]Suttinee Sawadsitang, Dusit Niyato, Puay Siew Tan, Ping Wang, Sarana Nutanong:
Multi-Objective Optimization for Drone Delivery. VTC Fall 2019: 1-5 - 2018
- [j18]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: 50030-50048 (2018) - [j17]Raheem Sarwar, Qing Li, Thanawin Rakthanmanon, Sarana Nutanong:
A scalable framework for cross-lingual authorship identification. Inf. Sci. 465: 323-339 (2018) - [j16]Chengcheng Dai, Sarana Nutanong, Chi-Yin Chow, Reynold Cheng:
Entropy-Based Scheduling Policy for Cross Aggregate Ranking Workloads. IEEE Trans. Serv. Comput. 11(3): 507-520 (2018) - [j15]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): 5570-5584 (2018) - [c20]Hangyu Li, Hong Xu, Sarana Nutanong:
Bohr: similarity aware geo-distributed data analytics. CoNEXT 2018: 267-279 - [c19]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: 813-829 - [c18]Zimeng Zhou, Xuan Sun, Jinghuan Yu, Sarana Nutanong, Chun Jason Xue:
Near Data Filtering for Distributed Database Systems. IGSC 2018: 1-8 - 2017
- [j14]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): 47 (2017) - [j13]Xingliang Yuan, Xinyu Wang, Cong Wang, Chenyun Yu, Sarana Nutanong:
Privacy-Preserving Similarity Joins Over Encrypted Data. IEEE Trans. Inf. Forensics Secur. 12(11): 2763-2775 (2017) - [j12]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): 712-726 (2017) - [c17]Hangyu Li, Hong Xu, Sarana Nutanong:
Bohr: Similarity Aware Geo-distributed Data Analytics. HotCloud 2017 - [c16]Chenyun Yu, Sarana Nutanong, Hangyu Li, Cong Wang, Xingliang Yuan:
A Generic Method for Accelerating LSH-Based Similarity Join Processing (Extended Abstract). ICDE 2017: 29-30 - [r1]Sarana Nutanong, Mohammed Eunus Ali, Egemen Tanin, Kyriakos Mouratidis:
Dynamic Nearest Neighbor Queries in Euclidean Space. Encyclopedia of GIS 2017: 496-501 - 2016
- [j11]Hanan Samet, Sarana Nutanong, Brendan C. Fruin:
Static presentation consistency issues in smartphone mapping apps. Commun. ACM 59(5): 88-98 (2016) - [j10]Hanan Samet, Sarana Nutanong, Brendan C. Fruin:
Dynamic presentation consistency issues in smartphone mapping apps. Commun. ACM 59(9): 58-67 (2016) - [j9]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): 327-349 (2016) - [j8]Raheem Sarwar, Sarana Nutanong:
The Key Factors and Their Influence in Authorship Attribution. Res. Comput. Sci. 110: 139-150 (2016) - [j7]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): 3:1-3:37 (2016) - [c15]Sarana Nutanong, Chenyun Yu, Raheem Sarwar, Peter Xu, Dickson Chow:
A Scalable Framework for Stylometric Analysis Query Processing. ICDM 2016: 1125-1130 - 2015
- [e1]An Liu, Yoshiharu Ishikawa, Tieyun Qian, Sarana Nutanong, Muhammad Aamir Cheema:
Database Systems for Advanced Applications - DASFAA 2015 International Workshops, SeCoP, BDMS, and Posters, Hanoi, Vietnam, April 20-23, 2015, Revised Selected Papers. Lecture Notes in Computer Science 9052, Springer 2015, ISBN 978-3-319-22323-0 [contents] - 2014
- [c14]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: 457-460 - 2013
- [c13]Sarana Nutanong, Marco D. Adelfio, Hanan Samet:
An efficient layout method for a large collection of geographic data entries. EDBT 2013: 717-720 - [c12]Sarah Masud, Farhana Murtaza Choudhury, Mohammed Eunus Ali, Sarana Nutanong:
Maximum visibility queries in spatial databases. ICDE 2013: 637-648 - [c11]Sarana Nutanong, Hanan Samet:
Memory-efficient algorithms for spatial network queries. ICDE 2013: 649-660 - [c10]Hossain Mahmud, Ashfaq Mahmood Amin, Mohammed Eunus Ali, Tanzima Hashem, Sarana Nutanong:
A Group Based Approach for Path Queries in Road Networks. SSTD 2013: 367-385 - [c9]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: 45:1-45:4 - 2012
- [j6]Sarana Nutanong, Egemen Tanin, Jie Shao, Rui Zhang, Kotagiri Ramamohanarao:
Continuous Detour Queries in Spatial Networks. IEEE Trans. Knowl. Data Eng. 24(7): 1201-1215 (2012) - [c8]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: 41-48 - [c7]Sarana Nutanong, Marco D. Adelfio, Hanan Samet:
Multiresolution select-distinct queries on large geographic point sets. SIGSPATIAL/GIS 2012: 159-168 - 2011
- [j5]Sarana Nutanong, Edwin H. Jacox, Hanan Samet:
An Incremental Hausdorff Distance Calculation Algorithm. Proc. VLDB Endow. 4(8): 506-517 (2011) - [c6]Marco D. Adelfio, Sarana Nutanong, Hanan Samet:
Similarity search on a large collection of point sets. GIS 2011: 132-141 - [c5]Marco D. Adelfio, Sarana Nutanong, Hanan Samet:
Searching web documents as location sets. GIS 2011: 489-492 - 2010
- [j4]Sarana Nutanong, Egemen Tanin, Rui Zhang:
Incremental Evaluation of Visible Nearest Neighbor Queries. IEEE Trans. Knowl. Data Eng. 22(5): 665-681 (2010) - [j3]Sarana Nutanong, Rui Zhang, Egemen Tanin, Lars Kulik:
Analysis and evaluation of V*-kNN: an efficient algorithm for moving kNN queries. VLDB J. 19(3): 307-332 (2010) - [c4]Sarana Nutanong, Egemen Tanin, Mohammed Eunus Ali, Lars Kulik:
Local network Voronoi diagrams. GIS 2010: 109-118
2000 – 2009
- 2009
- [c3]Sarana Nutanong, Rui Zhang, Egemen Tanin, Lars Kulik:
V*-kNN: An Efficient Algorithm for Moving k Nearest Neighbor Queries. ICDE 2009: 1519-1522 - 2008
- [j2]Sarana Nutanong, Rui Zhang, Egemen Tanin, Lars Kulik:
The V*-Diagram: a query-dependent approach to moving KNN queries. Proc. VLDB Endow. 1(1): 1095-1106 (2008) - 2007
- [c2]Sarana Nutanong, Egemen Tanin, Rui Zhang:
Visible Nearest Neighbor Queries. DASFAA 2007: 876-883 - 2006
- [j1]Egemen Tanin, Aaron Harwood, Hanan Samet, Deepa Nayar, Sarana Nutanong:
Building and Querying a P2P Virtual World. GeoInformatica 10(1): 91-116 (2006) - 2004
- [c1]Egemen Tanin, Aaron Harwood, Hanan Samet, Sarana Nutanong, Minh Tri Truong:
A serverless 3D world. GIS 2004: 157-165 - [i1]Choon Hoong Ding, Sarana Nutanong, Rajkumar Buyya:
P2P Networks for Content Sharing. CoRR cs.DC/0402018 (2004)
Coauthor Index
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