Roland Fernandez

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 20

Top Topics

Heterogeneous Networks

Solving Complex

Top Venues

Publications

Paul Soulos, Edward J. Hu, Kate McCurdy, Yunmo Chen, Roland Fernandez, Paul Smolensky, Jianfeng Gao
Differentiable Tree Operations Promote Compositional Generalization. ICML (2023)
Yuntian Deng, Kiran Prasad, Roland Fernandez, Paul Smolensky, Vishrav Chaudhary, Stuart M. Shieber
Implicit Chain of Thought Reasoning via Knowledge Distillation. CoRR (2023)
Paul Soulos, Edward J. Hu, Kate McCurdy, Yunmo Chen, Roland Fernandez, Paul Smolensky, Jianfeng Gao
Differentiable Tree Operations Promote Compositional Generalization. CoRR (2023)
Paul Smolensky, R. Thomas McCoy, Roland Fernandez, Matthew Goldrick, Jianfeng Gao
Neurocompositional computing: From the Central Paradox of Cognition to a new generation of AI systems. CoRR (2022)
Paul Smolensky, Richard Thomas McCoy, Roland Fernandez, Matthew Goldrick, Jianfeng Gao
Neurocompositional Computing: From the Central Paradox of Cognition to a New Generation of AI Systems. AI Mag. 43 (3) (2022)
Paul Soulos, Sudha Rao, Caitlin Smith, Eric Rosen, Asli Celikyilmaz, R. Thomas McCoy, Yichen Jiang, Coleman Haley, Roland Fernandez, Hamid Palangi, Jianfeng Gao, Paul Smolensky
Structural Biases for Improving Transformers on Translation into Morphologically Rich Languages. CoRR (2022)
Yichen Jiang, Asli Celikyilmaz, Paul Smolensky, Paul Soulos, Sudha Rao, Hamid Palangi, Roland Fernandez, Caitlin Smith, Mohit Bansal, Jianfeng Gao
Enriching Transformers with Structured Tensor-Product Representations for Abstractive Summarization. NAACL-HLT (2021)
Jacob L. Russin, Roland Fernandez, Hamid Palangi, Eric Rosen, Nebojsa Jojic, Paul Smolensky, Jianfeng Gao
Compositional processing emerges in neural networks solving math problems. CogSci (2021)
Jacob Russin, Roland Fernandez, Hamid Palangi, Eric Rosen, Nebojsa Jojic, Paul Smolensky, Jianfeng Gao
Compositional Processing Emerges in Neural Networks Solving Math Problems. CoRR (2021)
Yichen Jiang, Asli Celikyilmaz, Paul Smolensky, Paul Soulos, Sudha Rao, Hamid Palangi, Roland Fernandez, Caitlin Smith, Mohit Bansal, Jianfeng Gao
Enriching Transformers with Structured Tensor-Product Representations for Abstractive Summarization. CoRR (2021)
Ricky Loynd, Roland Fernandez, Asli Celikyilmaz, Adith Swaminathan, Matthew J. Hausknecht
Working Memory Graphs. ICML (2020)
Shital Shah, Roland Fernandez, Steven Mark Drucker
A System for Real-Time Interactive Analysis of Deep Learning Training. CoRR (2020)
Hassan Akbari, Hamid Palangi, Jianwei Yang, Sudha Rao, Asli Celikyilmaz, Roland Fernandez, Paul Smolensky, Jianfeng Gao, Shih-Fu Chang
Neuro-Symbolic Representations for Video Captioning: A Case for Leveraging Inductive Biases for Vision and Language. CoRR (2020)
Ricky Loynd, Roland Fernandez, Asli Celikyilmaz, Adith Swaminathan, Matthew J. Hausknecht
Working Memory Graphs. CoRR (2019)
Imanol Schlag, Paul Smolensky, Roland Fernandez, Nebojsa Jojic, Jürgen Schmidhuber, Jianfeng Gao
Enhancing the Transformer with Explicit Relational Encoding for Math Problem Solving. CoRR (2019)
Shital Shah, Roland Fernandez, Steven Mark Drucker
A system for real-time interactive analysis of deep learning training. EICS (2019)
Deokgun Park, Steven Mark Drucker, Roland Fernandez, Niklas Elmqvist
Atom: A Grammar for Unit Visualizations. IEEE Trans. Vis. Comput. Graph. 24 (12) (2018)
Roland Fernandez, Asli Celikyilmaz, Rishabh Singh, Paul Smolensky
Learning and analyzing vector encoding of symbolic representations. CoRR (2018)
Roland Fernandez, Asli Celikyilmaz, Paul Smolensky, Rishabh Singh
Learning and Analyzing Vector Encoding of Symbolic Representation. ICLR (Workshop) (2018)
Sanjay Kairam, Nathalie Henry Riche, Steven Mark Drucker, Roland Fernandez, Jeffrey Heer
Refinery: Visual Exploration of Large, Heterogeneous Networks through Associative Browsing. Comput. Graph. Forum 34 (3) (2015)
Danyel Fisher, Steven Mark Drucker, Roland Fernandez, Scott Ruble
WebCharts: Extending Applications with Web-Authored, Embeddable Visualizations. IEEE Trans. Vis. Comput. Graph. 16 (6) (2010)
Valentina Grigoreanu, Roland Fernandez, Kori Inkpen, George G. Robertson
What designers want: Needs of interactive application designers. VL/HCC (2009)
Mikkel R. Jakobsen, Roland Fernandez, Mary Czerwinski, Kori Inkpen, Olga A. Kulyk, George G. Robertson
WIPDash: Work Item and People Dashboard for Software Development Teams. INTERACT (2) (2009)
Kori Inkpen, Steve Whittaker, Mary Czerwinski, Roland Fernandez, James R. Wallace
GroupBanter: Supporting Serendipitous Group Conversations with IM. CollaborateCom (2008)
Daniel C. Robbins, Bongshin Lee, Roland Fernandez
TapGlance: designing a unified smartphone interface. Conference on Designing Interactive Systems (2008)
George G. Robertson, Roland Fernandez, Danyel Fisher, Bongshin Lee, John T. Stasko
Effectiveness of Animation in Trend Visualization. IEEE Trans. Vis. Comput. Graph. 14 (6) (2008)