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2020 – today
- 2024
[c17]Beichen Hu, Xihao Xie, Junhao Shen, Jia Zhang, Tsengdar J. Lee, Seungwon Lee:
High-Order-Modal Knowledge Graph Powered API Recommendation for Mashup Development. SSE 2024: 204-213- [c16]Bishwaranjan Bhattacharjee, Aashka Trivedi, Masayasu Muraoka, Muthukumaran Ramasubramanian, Takuma Udagawa, Iksha Gurung, Nishan Pantha, Rong Zhang, Bharath Dandala, Rahul Ramachandran, Manil Maskey, Kaylin M. Bugbee, Michael Little, Elizabeth Fancher, Irina Gerasimov, Armin Mehrabian, Lauren M. Sanders, Sylvain Costes, Sergi Blanco-Cuaresma, Kelly E. Lockhart, Thomas Allen, Félix Grèzes, Megan Ansdell, Alberto Accomazzi, Yousef El-Kurdi, Davis Wertheimer, Birgit Pfitzmann, Cesar Berrospi Ramis, Michele Dolfi, Rafael Teixeira de Lima, Panagiotis Vagenas, S. Karthik Mukkavilli, Peter W. J. Staar, Sanaz Vahidinia, Ryan McGranaghan, Tsengdar J. Lee:
INDUS: Effective and Efficient Language Models for Scientific Applications. EMNLP (Industry Track) 2024: 98-112 - [i6]Xihao Xie, Jia Zhang, Rahul Ramachandran, Tsengdar J. Lee, Seungwon Lee:
Learning Service Selection Decision Making Behaviors During Scientific Workflow Development. CoRR abs/2404.00420 (2024) - [i5]Bishwaranjan Bhattacharjee, Aashka Trivedi, Masayasu Muraoka, Muthukumaran Ramasubramanian, Takuma Udagawa, Iksha Gurung, Rong Zhang, Bharath Dandala, Rahul Ramachandran, Manil Maskey, Kaylin M. Bugbee, Mike Little, Elizabeth Fancher, Lauren M. Sanders, Sylvain V. Costes, Sergi Blanco-Cuaresma, Kelly E. Lockhart, Thomas Allen, Félix Grèzes, Megan Ansdell, Alberto Accomazzi, Yousef El-Kurdi, Davis Wertheimer, Birgit Pfitzmann, Cesar Berrospi Ramis, Michele Dolfi, Rafael Teixeira de Lima, Panagiotis Vagenas, S. Karthik Mukkavilli, Peter W. J. Staar, Sanaz Vahidinia, Ryan McGranaghan
, Armin Mehrabian, Tsengdar J. Lee:
INDUS: Effective and Efficient Language Models for Scientific Applications. CoRR abs/2405.10725 (2024) - [i4]Junhao Shen, Mohammad Ausaf Ali Haqqani, Beichen Hu, Cheng Huang, Xihao Xie, Tsengdar J. Lee, Jia Zhang:
Temporal Graph Neural Network-Powered Paper Recommendation on Dynamic Citation Networks. CoRR abs/2408.15371 (2024) - [i3]Johannes Schmude, Sujit Roy, Will Trojak, Johannes Jakubik, Daniel Salles Civitarese, Shraddha Singh, Julian Kuehnert, Kumar Ankur, Aman Gupta, Christopher Phillips, Romeo Kienzler, Daniela Szwarcman, Vishal Gaur, Rajat Shinde, Rohit Lal, Arlindo Da Silva, Jorge Luis Guevara Diaz, Anne Jones, Simon Pfreundschuh, Amy Lin, Aditi Sheshadri, Udaysankar Nair, Valentine Anantharaj, Hendrik F. Hamann, Campbell D. Watson, Manil Maskey, Tsengdar J. Lee, Juan Bernabé-Moreno, Rahul Ramachandran:
Prithvi WxC: Foundation Model for Weather and Climate. CoRR abs/2409.13598 (2024) - 2022
- [c15]Xihao Xie, Jia Zhang, Rahul Ramachandran, Tsengdar J. Lee, Seungwon Lee:
Learning Context-Aware Service Representation for Service Recommendation in Workflow Composition. ICIS 2022: 60-65 - [c14]Xihao Xie, Jia Zhang, Rahul Ramachandran, Tsengdar J. Lee, Seungwon Lee:
Goal-Driven Context-Aware Service Recommendation for Mashup Development. SNPD 2022: 19-26 - [i2]Xihao Xie, Jia Zhang, Rahul Ramachandran, Tsengdar J. Lee, Seungwon Lee:
Learning Context-Aware Service Representation for Service Recommendation in Workflow Composition. CoRR abs/2205.11771 (2022) - [i1]Xihao Xie, Jia Zhang, Rahul Ramachandran, Tsengdar J. Lee, Seungwon Lee:
Goal-Driven Context-Aware Next Service Recommendation for Mashup Composition. CoRR abs/2210.14127 (2022) - 2021
- [c13]Rahul Ramachandran, Muthukumaran Ramasubramanian, Iksha Gurung, Carson Davis, Derek Koehl, Manil Maskey, Tsengdar J. Lee:
Augmenting Data Systems with Prediction based Embeddings. IGARSS 2021: 1138-1141 - [c12]Jia Zhang, Junhao Shen, Beichen Hu, Rahul Ramachandran, Tsengdar J. Lee, Kwo-Sen Kuo, Manil Maskey, Seungwon Lee:
Graph Convolutional Network-Strengthened Topic Modeling for Scientific Papers. SMDS 2021: 24-32 - 2020
- [c11]Ramakrishna R. Nemani, Weile Wang, Hirofumi Hashimoto, Andrew R. Michaelis, Thomas Vandal, Alexei I. Lyapustin, Jia Zhang, Tsengdar J. Lee, Satya Kalluri, Hideaki Takenaka, Atsushi Higuchi, Kazuhito Ichii, Shuang Li, Jong-Min Yeom:
GeoNEX: A Geostationary Earth Observatory at NASA Earth Exchange: Earth Monitoring from Operational Geostationary Satellite Systems. IGARSS 2020: 128-131
2010 – 2019
- 2018
- [c10]Jia Zhang, Maryam Pourreza, Rahul Ramachandran, Tsengdar J. Lee, Patrick Gatlin, Manil Maskey, Amanda Marie Weigel:
Facilitating Data-Centric Recommendation in Knowledge Graph. CIC 2018: 207-216 - [c9]Jia Zhang, Maryam Pourreza, Seungwon Lee, Ramakrishna R. Nemani, Tsengdar J. Lee:
Unit of Work Supporting Generative Scientific Workflow Recommendation. ICSOC 2018: 446-462 - [c8]Xiaoyi Duan, Jia Zhang, Rahul Ramachandran, Patrick Gatlin, Manil Maskey, Jeffrey J. Miller, Kaylin M. Bugbee, Tsengdar J. Lee:
A Neural Network-Powered Cognitive Method of Identifying Semantic Entities in Earth Science Papers. ICCC 2018: 9-16 - 2017
- [c7]Xiaoyi Duan, Jia Zhang, Qihao Bao, Rahul Ramachandran, Tsengdar J. Lee, Seungwon Lee, Lei Pan:
Linking Design-Time and Run-Time: A Graph-Based Uniform Workflow Provenance Model. ICWS 2017: 97-105 - [c6]Qihao Bao, Jia Zhang, Xiaoyi Duan, Rahul Ramachandran, Tsengdar J. Lee, Yankai Zhang, Yuhao Xu, Seungwon Lee, Lei Pan, Patrick Gatlin, Manil Maskey:
A Fine-Grained API Link Prediction Approach Supporting Mashup Recommendation. ICWS 2017: 220-228 - 2016
- [c5]Jia Zhang, Runyu Shi, Weiyi Wang, Shenggu Lu, Yuanchen Bai, Qihao Bao, Tsengdar J. Lee, Kiran Nagaraja, Nimish Radia:
A Bloom Filter-Powered Technique Supporting Scalable Semantic Service Discovery in Service Networks. ICWS 2016: 81-90 - 2015
- [j2]Jia Zhang, Chris Lee, Petr Votava, Tsengdar J. Lee, Ramakrishna R. Nemani, Ian T. Foster:
A community-oriented workflow reuse and recommendation technique. Int. J. Bus. Process. Integr. Manag. 7(3): 197-212 (2015) - [j1]Jia Zhang, Chris Lee, Petr Votava, Tsengdar J. Lee, Shuai Wang, Venkatesh Sriram, Neeraj Saini, Pujita Rao, Ramakrishna R. Nemani:
A Trust-Powered Technique to Facilitate Scientific Tool Discovery and Recommendation. Int. J. Web Serv. Res. 12(3): 25-47 (2015) - [c4]Jia Zhang, Wei Wang, Xing Wei, Chris Lee, Seungwon Lee, Lei Pan, Tsengdar J. Lee:
Climate Analytics Workflow Recommendation as a Service - Provenance-Driven Automatic Workflow Mashup. ICWS 2015: 89-97 - 2014
- [c3]Jia Zhang, Chris Lee, Sean Xiao, Petr Votava, Tsengdar J. Lee, Ramakrishna R. Nemani, Ian T. Foster:
A Community-Driven Workflow Recommendations and Reuse Infrastructure. SOSE 2014: 162-172 - 2013
- [c2]Jia Zhang, Petr Votava, Tsengdar J. Lee, Shrikant Adhikarla, Isaraporn Cherry Kulkumjon, Matthew Schlau, Divya Natesan, Ramakrishna R. Nemani:
A Technique of Analyzing Trust Relationships to Facilitate Scientific Service Discovery and Recommendation. IEEE SCC 2013: 57-64 - [c1]Jia Zhang, Petr Votava, Tsengdar J. Lee, Owen Chu, Clyde Li, David Liu, Kate Liu, Norman Xin, Ramakrishna R. Nemani:
Bridging VisTrails Scientific Workflow Management System to High Performance Computing. SERVICES 2013: 29-36
Coauthor Index
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