Yi-Shin Chen

Publication Activity (10 Years)

Years Active: 1999-2023
Publications (10 Years): 49

Top Topics

Reinforcement Learning

Keyphrase Extraction

Influence Maximization

Top Venues

Publications

Cedric Parfait Kankeu Fotsing, Chih-Ya Shen, Liang-Hao Huang, Yi-Shin Chen, Wang-Chien Lee, De-Nian Yang
On Efficient Processing of Queries for Live Multi-Streaming Soiree Organization. IEEE Trans. Serv. Comput. 16 (4) (2023)
Yusra Ghafoor, Shi Jinping, Fernando H. Calderon, Yen-Hao Huang, Kuan-Ta Chen, Yi-Shin Chen
TERMS: textual emotion recognition in multidimensional space. Appl. Intell. 53 (3) (2023)
Yen-Hao Huang, Chin-Ting Kuo, Yi-Shin Chen
Boosting Factual Consistency and High Coverage in Unsupervised Abstractive Summarization. HICSS (2023)
Cedric Parfait Kankeu Fotsing, Guang-Siang Lee, Ya-Wen Teng, Chih-Ya Shen, Yi-Shin Chen, De-Nian Yang
On Spatial Crowdsourcing Query under Pandemics. MDM (2023)
Kuan-Wei Wu, Tz-Huan Hsu, Yen-Hao Huang, Yi-Shin Chen, Ho-Lung Wang, Bing-Jing Hsieh, Chi-Hung Hsu
LeCAR: Leveraging Context for Enhanced Automotive Specification Retrieval. IRI (2023)
Cedric Parfait Kankeu Fotsing, Ya-Wen Teng, Guang-Siang Lee, Chih-Ya Shen, Yi-Shin Chen, De-Nian Yang
On Epidemic-aware Socio Spatial POI Recommendation. MDM (2022)
Yen-Hao Huang, Kevin Harryyanto, Che-Wei Tsai, Ratana Pornvattanavichai, Yi-Shin Chen
Graph Knowledge Transfer for Offensive Language Identification with Graph Neural Networks. IRI (2022)
Ching-Shiuan Hsiao, Jiun-An Tsai, Jung-Shiuan Liou, Yi-Shin Chen
Generate Multi-Perspective Summarization with Pairwise Alignment Mechanism. TAAI (2022)
Yen-Hao Huang, Yi-Hsin Chen, Yi-Shin Chen
ConTextING: Granting Document-Wise Contextual Embeddings to Graph Neural Networks for Inductive Text Classification. COLING (2022)
Khurshed Ali, Chih-Yu Wang, Yi-Shin Chen
Leveraging transfer learning in reinforcement learning to tackle competitive influence maximization. Knowl. Inf. Syst. 64 (8) (2022)
Sheng-Jie Lin, Wen-Chao Yeh, Yu-Wen Chiu, Yung-Chun Chang, Min-Huei Hsu, Yi-Shin Chen, Wen-Lian Hsu
A BERT-based ensemble learning approach for the BioCreative VII challenges: full-text chemical identification and multi-label classification in PubMed articles. Database J. Biol. Databases Curation 2022 (2022) (2022)
Charkkri Limbud, Yen-Hao Huang, Alejandro Cortes, Yi-Shin Chen
Introducing Simplicity in Document Summarization by Leveraging Coreference and Pseudo-Summary. TAAI (2022)
Yen-Hao Huang, Hsiao-Yen Lan, Yi-Shin Chen
Unsupervised Text Summarization of Long Documents using Dependency-based Noun Phrases and Contextual Order Arrangement. ROCLING (2022)
Jui-Ching Weng, Yen-Hao Huang, Kezia Flaviana Irene Tamus, Yin-Ju Lien, Yi-Shin Chen
Stress-Coping Tweets Acquisition: A Two-phase Bootstrapping Method on Patterns and Semantic Features. TAAI (2022)
Yusra Ghafoor, Fernando H. Calderon, Late Sheng-Wei Chen, Yi-Shin Chen
Emotion Interaction in Cities. IRI (2021)
C. P. Kankeu Fotsing, Ya-Wen Teng, Sheng-Hao Chiang, Yi-Shin Chen, Bay-Yuan Hsu
Activity Organization Queries for Location-Aware Heterogeneous Information Network. DASFAA (Workshops) (2021)
Fernando H. Calderon, Namrita Balani, Jherez Taylor, Melvyn Peignon, Yen-Hao Huang, Yi-Shin Chen
Linguistic Patterns for Code Word Resilient Hate Speech Identification. Sensors 21 (23) (2021)
Fernando H. Calderon Alvarado, Mau-Yun Ma, Yen-Hao Huang, Yi-Shin Chen
CLAMP: Cross-Level Attention for Multi-Party Conversational Emotion Recognition. IRI (2021)
Yen-Hao Huang, Tzu-Yun Lee, Fernando H. Calderon, Yi-Shin Chen
Dynamic Span Selection for Mandarin Articles Using Contextual Relations and Orthography. TAAI (2021)
Khurshed Ali, Chih-Yu Wang, Mi-Yen Yeh, Cheng-Te Li, Yi-Shin Chen
NEDRL-CIM: Network Embedding Meets Deep Reinforcement Learning to Tackle Competitive Influence Maximization on Evolving Social Networks. DSAA (2021)
Yen-Hao Huang, Yi-Hsin Chen, Fernando H. Calderon, Yuwen Lai, Shu-I Wu, Yi-Shin Chen
LiBRA: A Linguistic Bipolar Disorder Recognition Approach. IRI (2021)
Khurshed Ali, Cheng-Te Li, Yi-Shin Chen
Joint Selection of Influential Users and Locations under Target Region in Location-Based Social Networks. Sensors 21 (3) (2021)
Yen-Hao Huang, Ratana Pornvattanavichai, Fernando Henrique Calderon Alvarado, Yi-Shin Chen
Unsupervised Multi-document Summarization for News Corpus with Key Synonyms and Contextual Embeddings. ROCLING (2021)
Khurshed Ali, Chih-Yu Wang, Mi-Yen Yeh, Yi-Shin Chen
Addressing Competitive Influence Maximization on Unknown Social Network with Deep Reinforcement Learning. ASONAM (2020)
Ching-Yen Hsiao, Yen-Hao Huang, Fernando H. Calderon, Yi-Shin Chen
Behind the Name: A Comparative Framework for Age Estimation of Taiwanese Names. TAAI (2020)
Fernando H. Calderon Alvarado, Wan-Hsuan Lee, Yen-Hao Huang, Yi-Shin Chen
Melody Similarity and Tempo Diversity as Evolutionary Factors for Music Variations by Genetic Algorithms. ICCC (2020)
Yen-Hao Huang, Ting-Wei Liu, Ssu-Rui Lee, Fernando Henrique Calderon Alvarado, Yi-Shin Chen
Conquering Cross-source Failure for News Credibility: Learning Generalizable Representations beyond Content Embedding. WWW (2020)
Fernando H. Calderon, Li-Kai Cheng, Ming-Jen Lin, Yen-Hao Huang, Yi-Shin Chen
Content-based echo chamber detection on social media platforms. ASONAM (2019)
Yen-Hao Huang, Ssu-Rui Lee, Mau-Yun Ma, Yi-Hsin Chen, Ya-Wen Yu, Yi-Shin Chen
EmotionX-IDEA: Emotion BERT - an Affectional Model for Conversation. CoRR (2019)
Yen-Hao Huang, Yi-Hsin Chen, Fernando Henrique Calderon Alvarado, Ssu-Rui Lee, Shu-I Wu, Yuwen Lai, Yi-Shin Chen
Leveraging Linguistic Characteristics for Bipolar Disorder Recognition with Gender Differences. CoRR (2019)
Khurshed Ali, Chih-Yu Wang, Yi-Shin Chen
A Novel Nested Q-Learning Method to Tackle Time-Constrained Competitive Influence Maximization. IEEE Access 7 (2019)
Gerardo Figueroa, Po-Chi Chen, Yi-Shin Chen
RankUp: Enhancing graph-based keyphrase extraction methods with error-feedback propagation. Comput. Speech Lang. 47 (2018)
Khurshed Ali, Chih-Yu Wang, Yi-Shin Chen
Boosting Reinforcement Learning in Competitive Influence Maximization with Transfer Learning. WI (2018)
Po Chen Kuo, Fernando H. Calderon Alvarado, Yi-Shin Chen
Facebook Reaction-Based Emotion Classifier as Cue for Sarcasm Detection. CoRR (2018)
Fernando H. Calderon Alvarado, Yi-Shin Chen
Emotion-based topic impact on social media. Int. J. Big Data Intell. 5 (1/2) (2018)
Elvis Saravia, Hsien-Chi Toby Liu, Yi-Shin Chen
DeepEmo: Learning and Enriching Pattern-Based Emotion Representations. CoRR (2018)
Chih-Ya Shen, C. P. Kankeu Fotsing, De-Nian Yang, Yi-Shin Chen, Wang-Chien Lee
On Organizing Online Soirees with Live Multi-Streaming. AAAI (2018)
Elvis Saravia, Hsien-Chi Toby Liu, Yen-Hao Huang, Junlin Wu, Yi-Shin Chen
CARER: Contextualized Affect Representations for Emotion Recognition. EMNLP (2018)
Elvis Saravia, Adam Liu, Yi-Shin Chen
Clustering Social News Based on User Affection. TAAI (2017)
Jherez Taylor, Melvyn Peignon, Yi-Shin Chen
Surfacing contextual hate speech words within social media. CoRR (2017)
Yen-Hao Huang, Lin-Hung Wei, Yi-Shin Chen
Detection of the Prodromal Phase of Bipolar Disorder from Psychological and Phonological Aspects in Social Media. CoRR (2017)
Elvis Saravia, Shao-Chen Wu, Yi-Shin Chen
A Dynamic Influence Keyword Model for Identifying Implicit User Interests on Social Networks. ASONAM (2017)
Derek Davis, Gerardo Figueroa, Yi-Shin Chen
SociRank: Identifying and Ranking Prevalent News Topics Using Social Media Factors. IEEE Trans. Syst. Man Cybern. Syst. 47 (6) (2017)
Carlos Rene Argueta, Fernando H. Calderon, Yi-Shin Chen
Multilingual emotion classifier using unsupervised pattern extraction from microblog data. Intell. Data Anal. 20 (6) (2016)
Fernando H. Calderon, Yi-Shin Chen
Influence Value: Quantifying Topic Influence on Social Media. BigMM (2016)
Elvis Saravia, Carlos Rene Argueta, Yi-Shin Chen
Unsupervised graph-based pattern extraction for multilingual emotion classification. Soc. Netw. Anal. Min. 6 (1) (2016)
Chun-Hao Chang, Elvis Saravia, Yi-Shin Chen
Subconscious Crowdsourcing: A feasible data collection mechanism for mental disorder detection on social media. ASONAM (2016)
Elvis Saravia, Chun-Hao Chang, Renaud Jollet De Lorenzo, Yi-Shin Chen
MIDAS: Mental illness detection and analysis via social media. ASONAM (2016)
Fernando H. Calderon Alvarado, Yi-Shin Chen
Gamification for informal terms lexicon building. ASONAM (2016)
Carlos Rene Argueta, Elvis Saravia, Yi-Shin Chen
Unsupervised Graph-Based Patterns Extraction for Emotion Classification. ASONAM (2015)
Fernando Calderon, Chun-Hao Chang, Carlos Rene Argueta, Elvis Saravia, Yi-Shin Chen
Analyzing Event Opinion Transition through Summarized Emotion Visualization. ASONAM (2015)
Elvis Saravia, Carlos Rene Argueta, Yi-Shin Chen
EmoViz: Mining the World's Interest through Emotion Analysis. ASONAM (2015)
Pei-Ling Hsu, Hsiao-Shan Hsieh, Jheng-He Liang, Yi-Shin Chen
Mining various semantic relationships from unstructured user-generated web data. J. Web Semant. 31 (2015)
Yi-Shin Chen, Yi-Cheng Peng, Jheng-He Liang, Elvis Saravia, Fernando Calderon, Chung-Hao Chang, Ya-Ting Chuang, Tzu-Lung Chen, Elizabeth Kwan
Concept-based event identification from social streams using evolving social graph sequences. Soc. Netw. Anal. Min. 5 (1) (2015)
Yi-Shin Chen, Carlos Rene Argueta, Chun-Hao Chang
EmoTrend: Emotion Trends for Events. DASFAA (2) (2015)
Gerardo Figueroa, Yi-Shin Chen
Collaborative Ranking between Supervised and Unsupervised Approaches for Keyphrase Extraction. ROCLING (2014)
Yi-Shin Chen, Yi-Hsuan Yu, Huei-Sin Liu, Pang-Chieh Wang
Detect phishing by checking content consistency. IRI (2014)
Kuei-Chung Chang, Chia-Yang Kao, Yi-Shin Chen, Guang-Yu Chen
Memory behavior profiler for Android applications. GCCE (2014)
Wilber Chao, Kuan-Ting Chen, Yi-Shin Chen
Music Interaction on Mobile Phones. PCM (2014)
Carlos Rene Argueta, Yi-Shin Chen
Multi-Lingual Sentiment Analysis of Social Data Based on Emotion-Bearing Patterns. SocialNLP@COLING (2014)
Elizabeth Kwan, Pei-Ling Hsu, Jheng-He Liang, Yi-Shin Chen
Event identification for social streams using keyword-based evolving graph sequences. ASONAM (2013)
Yi-Shin Chen, Jun-Ming Lu, Yeh-Liang Hsu
Design and Evaluation of a Telepresence Robot for Interpersonal Communication with Older Adults. ICOST (2013)
Li-Chin Lee, Yi-Shin Chen
Clustering user queries into conceptual space. APSIPA (2013)
Leng-Wee Toh, Wilber Chao, Yi-Shin Chen
An interactive conducting system using Kinect. ICME (2013)
Yi-Shin Chen, Leng-Wee Toh, Yi-Lan Liu
Music Control in an Interactive Conducting System Using Kinect. Int. J. Multim. Data Eng. Manag. 4 (4) (2013)
Rodolfo Gonzalez, Gerardo Figueroa, Yi-Shin Chen
TweoLocator: a non-intrusive geographical locator system for Twitter. LBSN@GIS (2012)
Yi-Shin Chen, Yeh-Liang Hsu, Chia-Che Wu, Yen-Wei Chen, Ju-An Wang
Development of the "Care Delivery Frame" for Senior Users. ICOST (2011)
Yi-Shin Chen, Kai-Sheng Wang
Using a Pheromone Mechanism to Estimate the Size of Unstructured Networks. ICPADS (2011)
Shuo-En Tsai, Yi-Shin Chen, Chia-Yu Tsai, Shih-Wei Tu
Improving query suggestion by utilizing user intent. IRI (2010)
Yunliang Jiang, Hui-Ting Yang, Kevin Chen-Chuan Chang, Yi-Shin Chen
AIDE: ad-hoc intents detection engine over query logs. SIGMOD Conference (2009)
Carlos Rene Argueta, Ching-Ju Ko, Yi-Shin Chen
Interacting with a Music Conducting System. HCI (2) (2009)
Chia-Hsin Huang, Shuo-En Tsai, Yi-Shin Chen
RebaCQ: Query Refinement based on Consecutive Queries. IRI (2009)
Cyrus Shahabi, Yi-Shin Chen
Web Information Personalization: Challenges and Approaches. DNIS (2003)
Gully A. P. C. Burns, Arshad M. Khan, Shahram Ghandeharizadeh, Mark A. O'Neill, Yi-Shin Chen
Tools and approaches for the construction of knowledge models from the neuroscientific literature. Neuroinformatics 1 (1) (2003)
Yi-Shin Chen, Cyrus Shahabi
Yoda, an adaptive soft classification model: content-based similarity queries and beyond. Multim. Syst. 8 (6) (2003)
Cyrus Shahabi, Yi-Shin Chen
An Adaptive Recommendation System without Explicit Acquisition of User Relevance Feedback. Distributed Parallel Databases 14 (2) (2003)
Cyrus Shahabi, Farnoush Banaei Kashani, Yi-Shin Chen, Dennis McLeod
Yoda: An Accurate and Scalable Web-Based Recommendation System. CoopIS (2001)
Cyrus Shahabi, Yi-Shin Chen
A Unified Framework to Incorporate Soft Query into Image Retrieval Systems. ICEIS (1) (2001)
Greg Barish, Yi-Shin Chen, Dan DiPasquo, Craig A. Knoblock, Steven Minton, Ion Muslea, Cyrus Shahabi
TheaterLoc: Using Information Integration Technology to Rapidly Build Virtual Applications. ICDE (2000)
Greg Barish, Craig A. Knoblock, Yi-Shin Chen, Steven Minton, Andrew Philpot, Cyrus Shahabi
The TheaterLoc Virtual Application. AAAI/IAAI (2000)
Greg Barish, Craig A. Knoblock, Yi-Shin Chen, Steven Minton, Andrew Philpot, Cyrus Shahabi
TheaterLoc: A Case Study in Building An Information Integration System. Intelligent Information Integration (1999)