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ORCIDKyumin Lee
Kyu Min Lee
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- affiliation: Utah State University
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2020 – today
- 2024
[c71]Yichuan Li, Kaize Ding, Jianling Wang, Kyumin Lee:
Empowering Large Language Models for Textual Data Augmentation. ACL (Findings) 2024: 12734-12751- [c70]Di You, Kyumin Lee:
Alleviating Confounding Effects with Contrastive Learning in Recommendation. ECIR (2) 2024: 465-480 - [c69]Zhengyu Hu, Yichuan Li, Zhengyu Chen, Jingang Wang, Han Liu, Kyumin Lee, Kaize Ding:
Let's Ask GNN: Empowering Large Language Model for Graph In-Context Learning. EMNLP (Findings) 2024: 1396-1409 - [c68]Yichuan Li, Xiyao Ma, Sixing Lu, Kyumin Lee, Xiaohu Liu, Chenlei Guo:
MEND: Meta Demonstration Distillation for Efficient and Effective In-Context Learning. ICLR 2024 - [c67]Guanyi Mou, Yun Yue, Kyumin Lee, Ziming Zhang:
Wildlife Product Trading in Online Social Networks: A Case Study on Ivory-Related Product Sales Promotion Posts. ICWSM 2024: 1096-1109 - [i31]Yichuan Li, Xiyao Ma, Sixing Lu, Kyumin Lee, Xiaohu Liu, Chenlei Guo:
MEND: Meta dEmonstratioN Distillation for Efficient and Effective In-Context Learning. CoRR abs/2403.06914 (2024) - [i30]Yichuan Li, Kaize Ding, Jianling Wang, Kyumin Lee:
Empowering Large Language Models for Textual Data Augmentation. CoRR abs/2404.17642 (2024) - [i29]Guanyi Mou, Yun Yue, Kyumin Lee, Ziming Zhang:
Wildlife Product Trading in Online Social Networks: A Case Study on Ivory-Related Product Sales Promotion Posts. CoRR abs/2409.16671 (2024) - [i28]Guanyi Mou, Pengyi Ye, Kyumin Lee:
SWE2: SubWord Enriched and Significant Word Emphasized Framework for Hate Speech Detection. CoRR abs/2409.16673 (2024) - [i27]Guanyi Mou, Kyumin Lee:
An Effective, Robust and Fairness-aware Hate Speech Detection Framework. CoRR abs/2409.17191 (2024) - [i26]Guanyi Mou, Yichuan Li, Kyumin Lee:
Reducing and Exploiting Data Augmentation Noise through Meta Reweighting Contrastive Learning for Text Classification. CoRR abs/2409.17474 (2024) - [i25]Wen Ge, Guanyi Mou, Emmanuel O. Agu, Kyumin Lee:
Heterogeneous Hyper-Graph Neural Networks for Context-aware Human Activity Recognition. CoRR abs/2409.17483 (2024) - [i24]Wen Ge, Guanyi Mou, Emmanuel O. Agu, Kyumin Lee:
Deep Heterogeneous Contrastive Hyper-Graph Learning for In-the-Wild Context-Aware Human Activity Recognition. CoRR abs/2409.18481 (2024) - [i23]Zhengyu Hu, Yichuan Li, Zhengyu Chen, Jingang Wang, Han Liu, Kyumin Lee, Kaize Ding:
Let's Ask GNN: Empowering Large Language Model for Graph In-Context Learning. CoRR abs/2410.07074 (2024) - [i22]Wen Ge, Guanyi Mou, Emmanuel O. Agu, Kyumin Lee:
Contrastive Learning with Auxiliary User Detection for Identifying Activities. CoRR abs/2410.21300 (2024) - 2023
- [j9]Wen Ge
, Guanyi Mou, Emmanuel O. Agu, Kyumin Lee:
Deep Heterogeneous Contrastive Hyper-Graph Learning for In-the-Wild Context-Aware Human Activity Recognition. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 7(4): 159:1-159:23 (2023) - [c66]Yichuan Li, Kaize Ding, Kyumin Lee:
GRENADE: Graph-Centric Language Model for Self-Supervised Representation Learning on Text-Attributed Graphs. EMNLP (Findings) 2023: 2745-2757 - [c65]Yichuan Li, Jialong Han, Kyumin Lee, Chengyuan Ma, Benjamin Yao, Xiaohu Liu:
KEPLET: Knowledge-Enhanced Pretrained Language Model with Topic Entity Awareness. EMNLP (Findings) 2023: 6864-6876 - [c64]Huma Varzgani, Nima Kordzadeh, Kyumin Lee:
Toward Designing Effective Warning Labels for Health Misinformation on Social Media. HICSS 2023: 144-153 - [c63]Yichuan Li, Kyumin Lee, Nima Kordzadeh, Ruocheng Guo:
What Boosts Fake News Dissemination on Social Media? A Causal Inference View. PAKDD (4) 2023: 234-246 - [c62]Wen Ge, Guanyi Mou, Emmanuel O. Agu, Kyumin Lee:
Heterogeneous Hyper-Graph Neural Networks for Context-Aware Human Activity Recognition. PerCom Workshops 2023: 350-354 - [i21]Yichuan Li, Jialong Han, Kyumin Lee, Chengyuan Ma, Benjamin Yao, Derek Liu:
KEPLET: Knowledge-Enhanced Pretrained Language Model with Topic Entity Awareness. CoRR abs/2305.01810 (2023) - [i20]Yichuan Li, Kaize Ding, Kyumin Lee:
GRENADE: Graph-Centric Language Model for Self-Supervised Representation Learning on Text-Attributed Graphs. CoRR abs/2310.15109 (2023) - 2022
- [c61]Devin Coughlin, Maylee Gagnon, Victoria Grasso, Guanyi Mou, Kyumin Lee, Renata Konrad, Patricia Raxter, Meredith Gore:
Extracting and Visualizing Wildlife Trafficking Events from Wildlife Trafficking Reports. ASONAM 2022: 575-578 - [c60]Di You, Thanh Tran, Kyumin Lee:
Multi-Behavior Recommendation with Hyperbolic Geometry. IEEE Big Data 2022: 1750-1759 - [c59]Kyumin Lee, Guanyi Mou, Scott Sievert:
Energy-based Domain Adaption with Active Learning for Emerging Misinformation Detection. IEEE Big Data 2022: 2305-2308 - [i19]Devin Coughlin, Maylee Gagnon, Victoria Grasso, Guanyi Mou, Kyumin Lee, Renata Konrad, Patricia Raxter, Meredith Gore:
Extracting and Visualizing Wildlife Trafficking Events from Wildlife Trafficking Reports. CoRR abs/2207.08217 (2022) - 2021
- [j8]Vishal Sharma, Kyumin Lee, Curtis E. Dyreson:
Popularity versus quality: analyzing and predicting the success of highly rated crowdfunded projects on Amazon. Computing 103(9): 1939-1958 (2021) - [c58]Yichuan Li, Kyumin Lee, Nima Kordzadeh, Brenton D. Faber, Cameron Fiddes, Elaine Chen, Kai Shu:
Multi-Source Domain Adaptation with Weak Supervision for Early Fake News Detection. IEEE BigData 2021: 668-676 - [c57]Guanyi Mou, Kyumin Lee:
An Effective, Robust and Fairness-aware Hate Speech Detection Framework. IEEE BigData 2021: 687-697 - [c56]Guanyi Mou, Yichuan Li, Kyumin Lee:
Reducing and Exploiting Data Augmentation Noise through Meta Reweighting Contrastive Learning for Text Classification. IEEE BigData 2021: 876-887 - [c55]Nguyen Vo, Kyumin Lee:
Hierarchical Multi-head Attentive Network for Evidence-aware Fake News Detection. EACL 2021: 965-975 - [i18]Nguyen Vo, Kyumin Lee:
Hierarchical Multi-head Attentive Network for Evidence-aware Fake News Detection. CoRR abs/2102.02680 (2021) - 2020
- [c54]Guanyi Mou, Pengyi Ye, Kyumin Lee:
SWE2: SubWord Enriched and Significant Word Emphasized Framework for Hate Speech Detection. CIKM 2020: 1145-1154 - [c53]Thanh Tran, Di You, Kyumin Lee:
Quaternion-Based Self-Attentive Long Short-term User Preference Encoding for Recommendation. CIKM 2020: 1455-1464 - [c52]Thanh Tran, Yifan Hu, Changwei Hu, Kevin Yen, Fei Tan, Kyumin Lee, Se Rim Park:
HABERTOR: An Efficient and Effective Deep Hatespeech Detector. EMNLP (1) 2020: 7486-7502 - [c51]Nguyen Vo, Kyumin Lee:
Where Are the Facts? Searching for Fact-checked Information to Alleviate the Spread of Fake News. EMNLP (1) 2020: 7717-7731 - [c50]Shyam Subramanian, Kyumin Lee:
Hierarchical Evidence Set Modeling for Automated Fact Extraction and Verification. EMNLP (1) 2020: 7798-7809 - [c49]Guanyi Mou, Kyumin Lee:
Malicious Bot Detection in Online Social Networks: Arming Handcrafted Features with Deep Learning. SocInfo 2020: 220-236 - [i17]Di You, Nguyen Vo, Kyumin Lee, Qiang Liu:
Attributed Multi-Relational Attention Network for Fact-checking URL Recommendation. CoRR abs/2001.02214 (2020) - [i16]Thanh Tran, Di You, Kyumin Lee:
Quaternion-Based Self-Attentive Long Short-Term User Preference Encoding for Recommendation. CoRR abs/2008.13335 (2020) - [i15]Nguyen Vo, Kyumin Lee:
Where Are the Facts? Searching for Fact-checked Information to Alleviate the Spread of Fake News. CoRR abs/2010.03159 (2020) - [i14]Shyam Subramanian, Kyumin Lee:
Hierarchical Evidence Set Modeling for Automated Fact Extraction and Verification. CoRR abs/2010.05111 (2020) - [i13]Thanh Tran, Yifan Hu, Changwei Hu, Kevin Yen, Fei Tan, Kyumin Lee, Serim Park:
HABERTOR: An Efficient and Effective Deep Hatespeech Detector. CoRR abs/2010.08865 (2020)
2010 – 2019
- 2019
- [j7]Kyu Min Lee, Minhyeok Lee, Junhee Seok, Sung Won Han:
Regression-Based Network Estimation for High-Dimensional Genetic Data. J. Comput. Biol. 26(4): 336-349 (2019) - [c48]Trang Ha, Quyen Hoang, Kyumin Lee:
Building a task blacklist for online social platforms. ASONAM 2019: 713-716 - [c47]Jun Lin, Glenna Tremblay-Taylor, Guanyi Mou, Di You, Kyumin Lee:
Detecting Fake News Articles. IEEE BigData 2019: 3021-3025 - [c46]Di You, Nguyen Vo, Kyumin Lee, Qiang Liu:
Attributed Multi-Relational Attention Network for Fact-checking URL Recommendation. CIKM 2019: 1471-1480 - [c45]Kyuil Hwang, Kyumin Lee, Ilsong Kim:
A High Speed Solar MPPT Controller Design. ISIE 2019: 1029-1034 - [c44]Thanh Tran, Renee Sweeney, Kyumin Lee:
Adversarial Mahalanobis Distance-based Attentive Song Recommender for Automatic Playlist Continuation. SIGIR 2019: 245-254 - [c43]Nguyen Vo, Kyumin Lee:
Learning from Fact-checkers: Analysis and Generation of Fact-checking Language. SIGIR 2019: 335-344 - [c42]Thanh Tran, Xinyue Liu, Kyumin Lee, Xiangnan Kong:
Signed Distance-based Deep Memory Recommender. WWW 2019: 1841-1852 - [i12]Thanh Tran, Xinyue Liu, Kyumin Lee, Xiangnan Kong:
Signed Distance-based Deep Memory Recommender. CoRR abs/1905.00453 (2019) - [i11]Thanh Tran, Renee Sweeney, Kyumin Lee:
Adversarial Mahalanobis Distance-based Attentive Song Recommender for Automatic Playlist Continuation. CoRR abs/1906.03450 (2019) - [i10]Nguyen Vo, Kyumin Lee:
Learning from Fact-checkers: Analysis and Generation of Fact-checking Language. CoRR abs/1910.02202 (2019) - 2018
- [c41]Vishal Sharma, Kyumin Lee:
Predicting Highly Rated Crowdfunded Products. ASONAM 2018: 357-362 - [c40]Thanh Tran, Kyumin Lee, Yiming Liao, Dongwon Lee:
Regularizing Matrix Factorization with User and Item Embeddings for Recommendation. CIKM 2018: 687-696 - [c39]Kyu Min Lee, Sung Won Han, Hyungbin Yun:
A Comparison of Penalized Regressions for Estimating Directed Acyclic Networks. ICUFN 2018: 18-21 - [c38]Nguyen Vo, Kyumin Lee:
The Rise of Guardians: Fact-checking URL Recommendation to Combat Fake News. SIGIR 2018: 275-284 - [i9]Nguyen Vo, Kyumin Lee:
The Rise of Guardians: Fact-checking URL Recommendation to Combat Fake News. CoRR abs/1806.07516 (2018) - [i8]Nguyen Vo, Kyumin Lee, Thanh Tran:
MRAttractor: Detecting Communities from Large-Scale Graphs. CoRR abs/1806.08895 (2018) - [i7]Thanh Tran, Kyumin Lee, Yiming Liao, Dongwon Lee:
Regularizing Matrix Factorization with User and Item Embeddings for Recommendation. CoRR abs/1809.00979 (2018) - 2017
- [c37]Thanh Tran, Kyumin Lee, Nguyen Vo, Hongkyu Choi:
Identifying On-time Reward Delivery Projects with Estimating Delivery Duration on Kickstarter. ASONAM 2017: 250-257 - [c36]Nguyen Vo, Kyumin Lee, Cheng Cao, Thanh Tran, Hongkyu Choi:
Revealing and Detecting Malicious Retweeter Groups. ASONAM 2017: 363-368 - [c35]Nguyen Vo, Kyumin Lee, Thanh Tran:
MRAttractor: Detecting communities from large-scale graphs. IEEE BigData 2017: 797-806 - [c34]Thanh Tran, Kyumin Lee:
Characteristics of On-Time and Late Reward Delivery Projects. ICWSM 2017: 676-679 - [c33]Yiming Liao, Thanh Tran, Dongwon Lee, Kyumin Lee:
Understanding Temporal Backing Patterns in Online Crowdfunding Communities. WebSci 2017: 369-378 - [i6]Thanh Tran, Kyumin Lee:
Characteristics of On-time and Late Reward Delivery Projects. CoRR abs/1705.08501 (2017) - [i5]Thanh Tran, Kyumin Lee, Nguyen Vo, Hongkyu Choi:
Identifying On-time Reward Delivery Projects with Estimating Delivery Duration on Kickstarter. CoRR abs/1710.04743 (2017) - 2016
- [j6]Sumanth Patil, Kyumin Lee:
Detecting experts on Quora: by their activity, quality of answers, linguistic characteristics and temporal behaviors. Soc. Netw. Anal. Min. 6(1): 5:1-5:11 (2016) - [c32]Thanh Tran, Kyumin Lee:
Understanding citizen reactions and Ebola-related information propagation on social media. ASONAM 2016: 106-111 - [c31]Hongkyu Choi, Kyumin Lee, Steve Webb:
Detecting malicious campaigns in crowdsourcing platforms. ASONAM 2016: 197-202 - [c30]Prudhvi Ratna Badri Satya, Kyumin Lee, Dongwon Lee, Thanh Tran, Jason (Jiasheng) Zhang:
Uncovering Fake Likers in Online Social Networks. CIKM 2016: 2365-2370 - [c29]Hongkyu Choi, Ji Eun Lee, Won-Joon Hong, Kyumin Lee, Mimi Recker, Andy Walker:
Exploring Learning Management System Interaction Data: Combining Data-driven and Theory-driven Approaches. EDM 2016: 324-329 - [i4]Thanh Tran, Kyumin Lee:
Understanding Citizen Reactions and Ebola-Related Information Propagation on Social Media. CoRR abs/1607.04318 (2016) - [i3]Thanh Tran, Madhavi R. Dontham, Jinwook Chung, Kyumin Lee:
How to Succeed in Crowdfunding: a Long-Term Study in Kickstarter. CoRR abs/1607.06839 (2016) - 2015
- [j5]Kyumin Lee, Steve Webb, Hancheng Ge:
Characterizing and automatically detecting crowdturfing in Fiverr and Twitter. Soc. Netw. Anal. Min. 5(1): 2:1-2:16 (2015) - [j4]Kyumin Lee, Jalal Mahmud, Jilin Chen, Michelle X. Zhou, Jeffrey Nichols:
Who Will Retweet This? Detecting Strangers from Twitter to Retweet Information. ACM Trans. Intell. Syst. Technol. 6(3): 31:1-31:25 (2015) - [c28]Cheng Cao, James Caverlee, Kyumin Lee, Hancheng Ge, Jin-Wook Chung:
Organic or Organized?: Exploring URL Sharing Behavior. CIKM 2015: 513-522 - [c27]Jinwook Chung, Kyumin Lee:
A Long-Term Study of a Crowdfunding Platform: Predicting Project Success and Fundraising Amount. HT 2015: 211-220 - [c26]Hancheng Ge, James Caverlee, Kyumin Lee:
Crowds, Gigs, and Super Sellers: A Measurement Study of a Supply-Driven Crowdsourcing Marketplace. ICWSM 2015: 120-129 - [c25]Amir Fayazi, Kyumin Lee, James Caverlee, Anna Cinzia Squicciarini:
Uncovering Crowdsourced Manipulation of Online Reviews. SIGIR 2015: 233-242 - 2014
- [c24]Vishal Sharma, Kyumin Lee, Jinwook Chung:
Recommending prime spots of a destination and time to visit from geo-tagged social data. CollaborateCom 2014: 495-500 - [c23]Kyumin Lee, Steve Webb, Hancheng Ge:
The Dark Side of Micro-Task Marketplaces: Characterizing Fiverr and Automatically Detecting Crowdturfing. ICWSM 2014 - [c22]Kyumin Lee, Jalal Mahmud, Jilin Chen, Michelle X. Zhou, Jeffrey Nichols:
Who will retweet this?: Automatically Identifying and Engaging Strangers on Twitter to Spread Information. IUI 2014: 247-256 - [c21]Kyumin Lee, James Caverlee, Calton Pu:
Social spam, campaigns, misinformation and crowdturfing. WWW (Companion Volume) 2014: 199-200 - [i2]Kyumin Lee, Jalal Mahmud, Jilin Chen, Michelle X. Zhou, Jeffrey Nichols:
Who Will Retweet This? Automatically Identifying and Engaging Strangers on Twitter to Spread Information. CoRR abs/1405.3750 (2014) - [i1]Kyumin Lee, Steve Webb, Hancheng Ge:
The Dark Side of Micro-Task Marketplaces: Characterizing Fiverr and Automatically Detecting Crowdturfing. CoRR abs/1406.0574 (2014) - 2013
- [j3]Zhiyuan Cheng, James Caverlee, Kyumin Lee:
A content-driven framework for geolocating microblog users. ACM Trans. Intell. Syst. Technol. 4(1): 2:1-2:27 (2013) - [j2]Kyumin Lee, James Caverlee, Zhiyuan Cheng, Daniel Z. Sui:
Campaign extraction from social media. ACM Trans. Intell. Syst. Technol. 5(1): 9:1-9:28 (2013) - [c20]Kyumin Lee, Krishna Yeswanth Kamath, James Caverlee:
Combating Threats to Collective Attention in Social Media: An Evaluation. ICWSM 2013 - [c19]Kyumin Lee, Prithivi Tamilarasan, James Caverlee:
Crowdturfers, Campaigns, and Social Media: Tracking and Revealing Crowdsourced Manipulation of Social Media. ICWSM 2013 - [c18]Krishna Yeswanth Kamath, James Caverlee, Kyumin Lee, Zhiyuan Cheng:
Spatio-temporal dynamics of online memes: a study of geo-tagged tweets. WWW 2013: 667-678 - 2012
- [c17]Kyumin Lee, James Caverlee, Krishna Yeswanth Kamath, Zhiyuan Cheng:
Detecting collective attention spam. WebQuality@WWW 2012: 48-55 - 2011
- [c16]Kyumin Lee, James Caverlee, Zhiyuan Cheng, Daniel Z. Sui:
Content-driven detection of campaigns in social media. CIKM 2011: 551-556 - [c15]Zhiyuan Cheng, James Caverlee, Krishna Yeswanth Kamath, Kyumin Lee:
Toward traffic-driven location-based web search. CIKM 2011: 805-814 - [c14]Zhiyuan Cheng, James Caverlee, Kyumin Lee, Daniel Z. Sui:
Exploring Millions of Footprints in Location Sharing Services. ICWSM 2011 - [c13]Kyumin Lee, Brian David Eoff, James Caverlee:
Seven Months with the Devils: A Long-Term Study of Content Polluters on Twitter. ICWSM 2011 - 2010
- [c12]Zhiyuan Cheng, James Caverlee, Kyumin Lee:
You are where you tweet: a content-based approach to geo-locating twitter users. CIKM 2010: 759-768 - [c11]James Caverlee, Zhiyuan Cheng, Brian Eoff, Chiao-Fang Hsu, Krishna Yeswanth Kamath, Said Kashoob, Jeremy Kelley, Elham Khabiri, Kyumin Lee:
SocialTrust++: Building community-based trust in Social Information Systems. CollaborateCom 2010: 1-7 - [c10]Kyumin Lee, Brian David Eoff, James Caverlee:
Devils, Angels, and Robots: Tempting Destructive Users in Social Media. ICWSM 2010 - [c9]Kyumin Lee, James Caverlee, Steve Webb:
Uncovering social spammers: social honeypots + machine learning. SIGIR 2010: 435-442 - [c8]Kyumin Lee, James Caverlee, Steve Webb:
The social honeypot project: protecting online communities from spammers. WWW 2010: 1139-1140
2000 – 2009
- 2007
- [c7]Kyu Min Lee, Dong-Uk Kim, Kee-Hyun Choi, Dong Ryeol Shin:
Web-Based Integrated Service Discovery Using Agent Platform for Pervasive Computing Environments. International Conference on Computational Science (2) 2007: 952-955 - [c6]Dong-Uk Kim, Gun-Ha Lee, Kyu Min Lee, Seung-Phil Heo, Kee-Hyun Choi, Dong Ryeol Shin:
Design and Implementation of Efficient Directory Facilitator for Context-Aware Service Discovery. KES-AMSTA 2007: 588-596 - 2006
- [j1]Shi Shuo, Kyu Min Lee, Dong Ryeol Shin:
SDRP: A Service Discovery with Routing Protocol for MANETs. IEICE Trans. Fundam. Electron. Commun. Comput. Sci. 89-A(6): 1746-1748 (2006) - [c5]Hyung-Jun Kim, Kyu Min Lee, Kee-Hyun Choi, Dong Ryeol Shin:
Agent-Based Service Discovery Middleware in Ubiquitous Environments. International Conference on Computational Science (3) 2006: 895-898 - [c4]Kyu Min Lee, Hyung-Jun Kim, Kee-Hyun Choi, Dong Ryeol Shin:
An Intelligent Middleware Architecture for Context-Aware Service Discovery. International Conference on Computational Science (3) 2006: 899-902 - 2005
- [c3]Kyu Min Lee, Kee-Hyun Choi, Seung-Phil Her, Dong Ryeol Shin:
Matchmaking Algorithms to Improve Dynamic Service Matching in Ubiquitous Environments. ACIS-ICIS 2005: 239-244 - [c2]Hyung-Jun Kim, Kyu Min Lee, Kee-Hyun Choi, Dong Ryeol Shin:
Service Discovery Using FIPA-Compliant AP to Support Scalability in Ubiquitous Environments. ACIS-ICIS 2005: 647-652 - [c1]Kee-Hyun Choi, Kyu Min Lee, Ho-Jin Shin, Dong Ryeol Shin:
Efficient Algorithm for Service Matchmaking in Ubiquitous Environments. EC-Web 2005: 258-266
Coauthor Index