SangKeun Lee

Orcid: 0000-0002-6249-8217

Affiliations:
  • Korea University, Department of Computer Science and Engineering, Seoul, South Korea (PhD 1999)


According to our database1, SangKeun Lee authored at least 131 papers between 1996 and 2024.

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

Timeline

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Bibliography

2024
C2A: Client-Customized Adaptation for Parameter-Efficient Federated Learning.
CoRR, 2024

Moleco: Molecular Contrastive Learning with Chemical Language Models for Molecular Property Prediction.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: EMNLP 2024, 2024

Zero-shot Commonsense Reasoning over Machine Imagination.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

MolTRES: Improving Chemical Language Representation Learning for Molecular Property Prediction.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

Mentor-KD: Making Small Language Models Better Multi-step Reasoners.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

SEED: Semantic Knowledge Transfer for Language Model Adaptation to Materials Science.
Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: EMNLP 2024, 2024

MELT: Materials-aware Continued Pre-training for Language Model Adaptation to Materials Science.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Coconut: Contextualized Commonsense Unified Transformers for Graph-Based Commonsense Augmentation of Language Models.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

KOMBO: Korean Character Representations Based on the Combination Rules of Subcharacters.
Proceedings of the Findings of the Association for Computational Linguistics, 2024

Towards Robust and Generalized Parameter-Efficient Fine-Tuning for Noisy Label Learning.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

SparseFlow: Accelerating Transformers by Sparsifying Information Flows.
Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023
Examining Consistency of Visual Commonsense Reasoning based on Person Grounding.
Proceedings of the 13th International Joint Conference on Natural Language Processing and the 3rd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics, 2023

DIVE: Towards Descriptive and Diverse Visual Commonsense Generation.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Leap-of-Thought: Accelerating Transformers via Dynamic Token Routing.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

Improving Bias Mitigation through Bias Experts in Natural Language Understanding.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

SMoP: Towards Efficient and Effective Prompt Tuning with Sparse Mixture-of-Prompts.
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, 2023

"Why do I feel offended?" - Korean Dataset for Offensive Language Identification.
Proceedings of the Findings of the Association for Computational Linguistics: EACL 2023, 2023

Client-Customized Adaptation for Parameter-Efficient Federated Learning.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

Dynamic Structure Pruning for Compressing CNNs.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Quantized Sparse Training: A Unified Trainable Framework for Joint Pruning and Quantization in DNNs.
ACM Trans. Embed. Comput. Syst., September, 2022

Examining the impact of adaptive convolution on natural language understanding.
Expert Syst. Appl., 2022

Efficient Pre-training of Masked Language Model via Concept-based Curriculum Masking.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Tutoring Helps Students Learn Better: Improving Knowledge Distillation for BERT with Tutor Network.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Break it Down into BTS: Basic, Tiniest Subword Units for Korean.
Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Learning from Missing Relations: Contrastive Learning with Commonsense Knowledge Graphs for Commonsense Inference.
Proceedings of the Findings of the Association for Computational Linguistics: ACL 2022, 2022

2021
KOAS: Korean Text Offensiveness Analysis System.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, 2021

Handling Out-Of-Vocabulary Problem in Hangeul Word Embeddings.
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume, 2021

FERNIE-ViL: Facial Expression Enhanced Vision-and-Language Model.
Proceedings of the 20th IEEE International Conference on Cognitive Informatics & Cognitive Computing, 2021

2020
Personalizing large-scale text classification by modeling individual differences.
Proceedings of the SAC '20: The 35th ACM/SIGAPP Symposium on Applied Computing, online event, [Brno, Czech Republic], March 30, 2020

Representation Learning for Unseen Words by Bridging Subwords to Semantic Networks.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

Multi-pretraining for Large-scale Text Classification.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2020, 2020

Adaptive Compression of Word Embeddings.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019
meChat: In-Device Personal Assistant for Conversational Photo Sharing.
IEEE Internet Comput., 2019

From Small-scale to Large-scale Text Classification.
Proceedings of the World Wide Web Conference, 2019

MoCA: a novel privacy-preserving contextual advertising platform on mobile devices.
Proceedings of the 34th ACM/SIGAPP Symposium on Applied Computing, 2019

Adaptive Convolution for Text Classification.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

meChat: In-device Conversational Photo Sharing Service.
Proceedings of the 17th Annual International Conference on Mobile Systems, 2019

From Text Classification to Keyphrase Extraction for Short Text.
Proceedings of the 2019 IEEE International Conference on Big Data (IEEE BigData), 2019

2018
Deriving human activity from geo-located data by ontological and statistical reasoning.
Knowl. Based Syst., 2018

Dynamic Self-Attention : Computing Attention over Words Dynamically for Sentence Embedding.
CoRR, 2018

Incorporating Word Embeddings into Open Directory Project Based Large-Scale Classification.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2018

Utilizing Probase in Open Directory Project-based Text Classification.
Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018

Learning to Generate Word Representations using Subword Information.
Proceedings of the 27th International Conference on Computational Linguistics, 2018

A Unified Approach to Word Sense Representation and Disambiguation.
Proceedings of the 17th IEEE International Conference on Cognitive Informatics & Cognitive Computing, 2018

Improving Open Directory Project-Based Text Classification with Hierarchical Category Embedding.
Proceedings of the 17th IEEE International Conference on Cognitive Informatics & Cognitive Computing, 2018

Combining Dual Word Embeddings with Open Directory Project Based Text Classification.
Proceedings of the 17th IEEE International Conference on Cognitive Informatics & Cognitive Computing, 2018

2017
Hashtag-based topic evolution in social media.
World Wide Web, 2017

Utilizing Verbal Intent in Semantic Contextual Advertising.
IEEE Intell. Syst., 2017

meCurate: Personalized Curation Service using a Tiny Text Intelligence.
Proceedings of the 26th International Conference on World Wide Web Companion, 2017

Utilizing Wikipedia knowledge in open directory project-based text classification.
Proceedings of the Symposium on Applied Computing, 2017

Demo: Mobile Contextual Advertising Platform based on Tiny Text Intelligence.
Proceedings of the 15th Annual International Conference on Mobile Systems, 2017

Demo: sigSocial: A Novel Social Media Aggregation Service using a Tiny Text Intelligence.
Proceedings of the 15th Annual International Conference on Mobile Systems, 2017

MoCA+: incorporating user modeling into mobile contextual advertising: demo.
Proceedings of the 18th ACM/IFIP/USENIX Middleware Conference: Posters and Demos, Las Vegas, NV, USA, December 11, 2017

sigInterface: a personalized interface for intelligent services.
Proceedings of the Adjunct Proceedings of the 2017 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2017 ACM International Symposium on Wearable Computers, 2017

2016
Joint multi-grain topic sentiment: modeling semantic aspects for online reviews.
Inf. Sci., 2016

Classification of News by Topic Using Location Data.
Proceedings of the Semantic Technology - 6th Joint International Conference, 2016

sigAlbum: an embedded photo service using a tiny text intelligence.
Proceedings of the 2016 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings of the 2016 ACM International Symposium on Wearable Computers, 2016

Bringing bag-of-phrases to ODP-based text classification.
Proceedings of the 2016 International Conference on Big Data and Smart Computing, 2016

A phrase-based model to discover hidden factors and hidden topics in recommender systems.
Proceedings of the 2016 International Conference on Big Data and Smart Computing, 2016

2015
XQStream++: Fast tuple extraction algorithm for streaming XML data.
Inf. Sci., 2015

Selfish replica allocation in a mobile ad hoc network with data update.
Proceedings of the 2015 International Conference on Big Data and Smart Computing, 2015

2014
EPE: An Embedded Personalization Engine for Mobile Users.
IEEE Internet Comput., 2014

Examining the performance of topic modeling techniques in Twitter trends extraction.
Proceedings of the International Conference on Information Networking 2014, 2014

Toward robust classification using the Open Directory Project.
Proceedings of the International Conference on Data Science and Advanced Analytics, 2014

Context over Time: Modeling Context Evolution in Social Media.
Proceedings of the 3rd Workshop on Data-Driven User Behavioral Modeling and Mining from Social Media, 2014

2013
Semantic contextual advertising based on the open directory project.
ACM Trans. Web, 2013

Impact of node distance on selfish replica allocation in a mobile ad-hoc network.
Ad Hoc Networks, 2013

2012
Handling Selfishness in Replica Allocation over a Mobile Ad Hoc Network.
IEEE Trans. Mob. Comput., 2012

Novel approaches to crawling important pages early.
Knowl. Inf. Syst., 2012

Vocabulary Expansion Technique for Advertisement Classification.
KSII Trans. Internet Inf. Syst., 2012

Examining the impact of data-access cost on XML twig pattern matching.
Inf. Sci., 2012

Extending Open Directory Project to represent user interests.
Proceedings of the ACM Symposium on Applied Computing, 2012

Semantic Aspect Discovery for Online Reviews.
Proceedings of the 12th IEEE International Conference on Data Mining, 2012

2010
A Binary String Approach for Updates in Dynamic Ordered XML Data.
IEEE Trans. Knowl. Data Eng., 2010

Tree-Based Index Overlay in Hybrid Peer-to-Peer Systems.
J. Comput. Sci. Technol., 2010

EUI: an embedded engine for understanding user intents from mobile devices.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

A Cluster-Based Group Key Management Scheme for Wireless Sensor Networks.
Proceedings of the Advances in Web Technologies and Applications, 2010

2009
XIR: Efficient Cache Invalidation Strategies for XML Data in Wireless Environments.
IEICE Trans. Commun., 2009

Novel web page classification techniques in contextual advertising.
Proceedings of the 11th ACM International Workshop on Web Information and Data Management (WIDM 2009), 2009

PhraseRank for document clustering: reweighting the weight of phrase.
Proceedings of the 2nd International Conference on Interaction Sciences: Information Technology, 2009

Energy Efficient and Progressive Strategy for Processing Skyline Queries on Air.
Proceedings of the Database and Expert Systems Applications, 20th International Conference, 2009

Fractional PageRank Crawler: Prioritizing URLs Efficiently for Crawling Important Pages Early.
Proceedings of the Database Systems for Advanced Applications, 2009

2008
FASiRec: A Fast Session Recovery Scheme for Large-scale VPNs Using IPSec.
J. Inf. Sci. Eng., 2008

Description-Based Semantic Prefetching Scheme for Data Management in Location-Based Services.
J. Inf. Sci. Eng., 2008

Examining Impact of Sequential Access for Nearest Neighbor Search in Wireless Data Broadcast.
IEICE Trans. Commun., 2008

A Delayed Estimation Filter Using Finite Observations on Delay Interval.
IEICE Trans. Fundam. Electron. Commun. Comput. Sci., 2008

Priority based list scheduling for sabotage-tolerance with deadline tasks in desktop grids.
Comput. Syst. Sci. Eng., 2008

Group-Based Key Management Protocol for Energy Efficiency in Long-Lived and Large-Scale Distributed Sensor Networks.
Comput. Informatics, 2008

Self-Gridron: Reliable, Autonomous, and Fully Decentralized Desktop Grid Computing System based on Neural Overlay Network.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2008

2007
Authentication Protocol Using Threshold Certification in Hierarchical-cluser-based Ad Hoc Networks.
J. Inf. Sci. Eng., 2007

SQR-tree: A Spatial Index Using Semi-quantized MBR Comprression Scheme in R-tree.
J. Inf. Sci. Eng., 2007

On the efficiency of secure XML broadcasting.
Inf. Sci., 2007

Bottom-up nearest neighbor search for R-trees.
Inf. Process. Lett., 2007

In-Network Processing for Skyline Queries in Sensor Networks.
IEICE Trans. Commun., 2007

Energy Conserving Multiple Data Access in Wireless Data Broadcast Environments.
IEICE Trans. Commun., 2007

Considering a user's mobility and query patterns in location-based services.
Proceedings of the 4th International Conference on Mobile Technology, 2007

XIR: cache invalidation strategy for xml data in mobile environments.
Proceedings of the Sixth ACM International Workshop on Data Engineering for Wireless and Mobile Access, 2007

Search Reverse Nearest Neighbor Query On Air.
Proceedings of the Fourth International Conference on Information Technology: New Generations (ITNG 2007), 2007

SCREW: Selection of Credible Resource with Elastic Window in Desktop Grid Environment.
Proceedings of the 2007 International Conference on Grid Computing & Applications, 2007

Survey on Reputation Management Systems in P2P Network.
Proceedings of the 2007 International Conference on Security & Management, 2007

2006
Efficient, Energy Conserving Transaction Processing in Wireless Data Broadcast.
IEEE Trans. Knowl. Data Eng., 2006

An Efficient Scheme to Completely Avoid Re-labeling in XML Updates.
Proceedings of the Web Information Systems, 2006

A Novel Labeling Scheme for Secure Broadcasting of XML Data.
Proceedings of the Knowledge Discovery from XML Documents, First International Workshop, 2006

Fast and Memory-Efficient NN Search in Wireless Data Broadcast.
Proceedings of the High Performance Computing and Communications, 2006

An Effective, Efficient XML Data Broadcasting Method in a Mobile Wireless Network.
Proceedings of the Database and Expert Systems Applications, 17th International Conference, 2006

Threshold Authenticated Key Configuration Scheme Based on Multi-layer Clustering in Mobile Ad Hoc.
Proceedings of the Advanced Web and Network Technologies, and Applications, 2006

2005
Authentication Based on Multilayer Clustering in Ad Hoc Networks.
EURASIP J. Wirel. Commun. Netw., 2005

An Efficient Cache Access Protocol in a Mobile Computing Environment.
Proceedings of the Parallel and Distributed Processing and Applications, 2005

A Stochastic Viewpoint on the Generation of Spatiotemporal Datasets.
Proceedings of the Computational Science and Its Applications, 2005

Efficient Dissemination of Filtered Data in XML-Based SDI.
Proceedings of the Database and Expert Systems Applications, 16th International Conference, 2005

2004
Analyzing Power Efficiency of Predeclaration-Based Transaction Processing in Mobile Broadcast Environments.
IEICE Trans. Inf. Syst., 2004

Maintaining mobile transactional consistency in hybrid broadcast environments.
Acta Informatica, 2004

Performance Evaluation of a Predeclaration-Based Transaction Processing in a Hybrid Data Delivery.
Proceedings of the 5th IEEE International Conference on Mobile Data Management (MDM 2004), 2004

Energy-Efficient Message Management Algorithms in HMIPv6.
Proceedings of the Computational Science and Its Applications, 2004

Efficient Transaction Processing in Mobile Data Broadcast Environments.
Proceedings of the Database Systems for Advances Applications, 2004

Energy Efficient Transaction Processing in Mobile Broadcast Environments.
Proceedings of the Advances in Databases and Information Systems, 2004

2003
Using Predeclaration for Efficient Read-Only Transaction Processing in Wireless Data Broadcast.
IEEE Trans. Knowl. Data Eng., 2003

Using reordering technique for mobile transaction management in broadcast environments.
Data Knowl. Eng., 2003

Considering Mobility Patterns in Moving Objects Database.
Proceedings of the 32nd International Conference on Parallel Processing (ICPP 2003), 2003

2002
Efficient Processing of Wireless Read-only Transactions in Data Broadcast.
Proceedings of the 12th International Workshop on Research Issues in Data Engineering: Engineering E-Commerce/E-Business Systems, 2002

2001
Revisiting Transaction Management in Multidatabase Systems.
Distributed Parallel Databases, 2001

Unified Protocols of Concurrency Control and Recovery in Distributed Object-based Databases.
Comput. J., 2001

Optimistic Scheduling Algorithm for Mobile Transactions Based on Reordering.
Proceedings of the Mobile Data Management, Second International Conference, 2001

O-PreH: Optimistic Transaction Processing Algorithm based on Pre-Reordering in Hybrid Broadcast Environments.
Proceedings of the 2001 ACM CIKM International Conference on Information and Knowledge Management, 2001

1999
Supporting Transactional Cache Consistency in Mobile Database Systems.
Proceedings of the ACM International Workshop on Data Engineering for Wireless and Mobile Access, 1999

Caching and Concurrency Control in Mobile Client/Server Database Systems.
Proceedings of the Proceedings of the Second International Symposium on Cooperative Database Systems for Advanced Applications, 1999

1997
A unified approach to global concurrency control and global deadlocks in a multidatabase environment.
Proceedings of the 1997 International Conference on Parallel and Distributed Systems (ICPADS '97), 1997

A Uniform Approach to Global Concurrency Control and Recovery in Multidatabase Environment.
Proceedings of the Sixth International Conference on Information and Knowledge Management (CIKM'97), 1997

1996
A New Weaker Conflict Relation in Semantics-Based Concurrency Control.
Proceedings of the 1996 International Conference on Object Oriented Information Systems, 1996

Concurrency Control Using a New Weaker Conflict Relation.
Proceedings of the Seventh International Workshop on Database and Expert Systems Applications, 1996

A New Conflict Relation for Concurrency Control and Recovery in object-based Databases.
Proceedings of the CIKM '96, Proceedings of the Fifth International Conference on Information and Knowledge Management, November 12, 1996


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