DNA-Prior: Unsupervised Denoise Anything via Dual-Domain Prior.

Richard Goodwin Richard T. Goodwin IBM Thomas J. Watson Research Center, Yorktown Heights, NY, USA Carnegie Mellon University, School of Computer Science, Pittsburgh, PA, USA https://www.cs.cmu.edu/~rich/rich-home.html https://dl.acm.org/profile/81100263327 https://mathgenealogy.org/id.php?id=30301 https://zbmath.org/authors/?q=ai:goodwin.richard https://www.linkedin.com/in/richard-goodwin-31a0b45/

Yanqi Cheng Chun-Wun Cheng Jim Denholm Thiago Lima Javier A. Montoya-Zegarra Richard Goodwin Carola-Bibiane Schönlieb Angelica I. Avilés-Rivero DNA-Prior: Unsupervised Denoise Anything via Dual-Domain Prior. 2025 November abs/2511.23124 CoRR https://doi.org/10.48550/arXiv.2511.23124 db/journals/corr/corr2511.html#abs-2511-23124 streams/journals/corr

Karan Taneja Richard B. Segal Richard Goodwin Monte Carlo Tree Search for Recipe Generation using GPT-2. 2024 abs/2401.05199 CoRR https://doi.org/10.48550/arXiv.2401.05199 db/journals/corr/corr2401.html#abs-2401-05199

Karan Taneja Richard B. Segal Richard Goodwin Monte Carlo Tree Search for Recipe Generation using GPT-2. 20-28 2023 ICCC https://computationalcreativity.net/iccc23/papers/ICCC-2023_paper_46.pdf conf/icccrea/2023 db/conf/icccrea/icccrea2023.html#TanejaSG23 streams/conf/icccrea Xiou Ge Richard T. Goodwin Haizi Yu Pablo Romero Omar Abdelrahman Amruta Sudhalkar Julius Kusuma Ryan Cialdella Nishant Garg Lav R. Varshney Accelerated Design and Deployment of Low-Carbon Concrete for Data Centers. 340-352 2022 COMPASS https://doi.org/10.1145/3530190.3534817 conf/dev/2022 db/conf/dev/compass2022.html#GeGYRASKCGV22

Xiou Ge Richard T. Goodwin Haizi Yu Pablo Romero Omar Abdelrahman Amruta Sudhalkar Julius Kusuma Ryan Cialdella Nishant Garg Lav R. Varshney Accelerated Design and Deployment of Low-Carbon Concrete for Data Centers. 2022 abs/2204.05397 CoRR https://doi.org/10.48550/arXiv.2204.05397 db/journals/corr/corr2204.html#abs-2204-05397

David Apel Sophie Bensamou Veronique Ferval Jing Fu Richard Goodwin Christian Harris Andrea Lombardi Robin Lougee Joana Maria Richard B. Segal Tenzin Yeshi Two Fragrances Designed for Brazilian Millennials. 360-361 2019 ICCC https://computationalcreativity.net/iccc2019/papers/iccc19-demo-3.pdf conf/icccrea/2019 db/conf/icccrea/icccrea2019.html#ApelBFFGHLLMSY19 Jing Fu Richard Goodwin Christian Harris Kimberly Lang Robin Lougee C. J. McLane Joana Maria Jim Martin Richard B. Segal Tenzin Yeshi Computational-Creativity Enabled One Pan Seasonings for Retail Sale. 362-363 2019 ICCC https://computationalcreativity.net/iccc2019/papers/iccc19-demo-6.pdf conf/icccrea/2019 db/conf/icccrea/icccrea2019.html#FuGHLLMMMSY19

Xiou Ge Richard T. Goodwin Jeremy R. Gregory Randolph E. Kirchain Joana Maria Lav R. Varshney Accelerated Discovery of Sustainable Building Materials. 2019 abs/1905.08222 CoRR http://arxiv.org/abs/1905.08222 db/journals/corr/corr1905.html#abs-1905-08222

Matthew Riemer Elham Khabiri Richard Goodwin Representation Stability as a Regularizer for Improved Text Analytics Transfer Learning. 2017 abs/1704.03617 CoRR http://arxiv.org/abs/1704.03617 db/journals/corr/corr1704.html#RiemerKG17

Aubrey J. Rembert Amos Omokpo Pietro Mazzoleni Richard Goodwin Process Discovery Using Prior Knowledge. 328-342 2013 ICSOC https://doi.org/10.1007/978-3-642-45005-1_23 conf/icsoc/2013 db/conf/icsoc/icsoc2013.html#RembertOMG13

Peter Haddawy AnHai Doan Richard Goodwin Efficient Decision-Theoretic Planning: Techniques and Empirical Analysis http://arxiv.org/abs/1302.4952 2013 CoRR abs/1302.4952 db/journals/corr/corr1302.html#abs-1302-4952

Pietro Mazzoleni Richard Goodwin Clay Williams Open Challenges for Consulting Service Lifecycle Management: What Service Research Should learn from Software Lifecycle Management. 670-671 2012 IEEE SCC https://doi.org/10.1109/SCC.2012.111 https://doi.ieeecomputersociety.org/10.1109/SCC.2012.111 conf/IEEEscc/2012 db/conf/IEEEscc/scc2012.html#MazzoleniGW12 Richard Goodwin Pietro Mazzoleni SweeFen Goh Aubrey Rember Vibha Sinha Debdoot Mukherjee Senthil Mani Improving Service Quality through Use of Standard Workbenches. 361-368 2012 SRII Global Conference https://doi.org/10.1109/SRII.2012.47 https://doi.ieeecomputersociety.org/10.1109/SRII.2012.47 conf/srii/2012 db/conf/srii/srii2012.html#GoodwinMGRSMM12 Richard Goodwin SweeFen Goh Pietro Mazzoleni Vibha Sinha Debdoot Mukherjee Senthil Mani Effective Content Reuse for Business Consulting Practices. 682-690 2012 SRII Global Conference https://doi.org/10.1109/SRII.2012.82 https://doi.ieeecomputersociety.org/10.1109/SRII.2012.82 conf/srii/2012 db/conf/srii/srii2012.html#GoodwinGMSMM12 Elad Fein Natalia Razinkov Shlomit Shachor Pietro Mazzoleni SweeFen Goh Richard Goodwin Manisha Bhandar Shyh-Kwei Chen Juhnyoung Lee Vibha Singhal Sinha Senthil Mani Debdoot Mukherjee Biplav Srivastava Pankaj Dhoolia Using MATCON to generate CASE tools that guide deployment of pre-packaged applications. 1016-1018 2011 ICSE https://doi.org/10.1145/1985793.1985981 conf/icse/2011 db/conf/icse/icse2011.html#FeinRSMGGBCLSMMSD11

Ning Su Rama Akkiraju Nitin Nayak Richard Goodwin Shared Services Transformation: Conceptualization and Valuation from the Perspective of Real Options. 381-402 2009 40 Decis. Sci. 3 https://doi.org/10.1111/j.1540-5915.2009.00243.x db/journals/dsj/dsj40.html#SuANG09

Pietro Mazzoleni SweeFen Goh Richard Goodwin Manisha Bhandar Shyh-Kwei Chen Juhnyoung Lee Vibha Singhal Sinha Senthil Mani Debdoot Mukherjee Biplav Srivastava Pankaj Dhoolia Elad Fein Natalia Razinkov Consultant assistant: a tool for collaborative requirements gathering and business process documentation. 807-808 2009 OOPSLA Companion https://doi.org/10.1145/1639950.1640025 conf/oopsla/2009c db/conf/oopsla/oopsla2009c.html#MazzoleniGGBCLSMMSDFR09 Hua Fang Tan Rama Akkiraju Anca-Andreea Ivan Richard Goodwin Diane Knappenberger User Collaborative Semantic Web Service Matching for Legacy Application Integration. 93-98 2009 SERVICES I https://doi.org/10.1109/SERVICES-I.2009.136 https://doi.ieeecomputersociety.org/10.1109/SERVICES-I.2009.136 conf/services/2009-1 db/conf/services/services2009-1.html#TanAIGK09 Hazem Elmeleegy Anca Ivan Rama Akkiraju Richard Goodwin Mashup Advisor: A Recommendation Tool for Mashup Development. 337-344 2008 ICWS https://doi.org/10.1109/ICWS.2008.128 https://doi.ieeecomputersociety.org/10.1109/ICWS.2008.128 conf/icws/2008 db/conf/icws/icws2008.html#ElmeleegyIAG08 Hui Guo Anca Ivan Rama Akkiraju Richard Goodwin Learning Ontologies to Improve the Quality of Automatic Web Service Matching. 118-125 2007 conf/icws/2007 ICWS https://doi.org/10.1109/ICWS.2007.114 https://doi.ieeecomputersociety.org/10.1109/ICWS.2007.114 db/conf/icws/icws2007.html#GuoIAG07 Hui Guo Anca-Andreea Ivan Rama Akkiraju Richard Goodwin Learning ontologies to improve the quality of automatic web service matching. 1241-1242 2007 conf/www/2007 WWW https://doi.org/10.1145/1242572.1242786 db/conf/www/www2007.html#GuoIAG07

Wolfgang Achtner Esma Aïmeur Sarabjot Singh Anand Douglas E. Appelt Naveen Ashish Tiffany Barnes Joseph E. Beck M. Bernardine Dias Prashant Doshi Chris Drummond William Elazmeh Ariel Felner Dayne Freitag Hector Geffner Christopher W. Geib Richard Goodwin Robert C. Holte Frank Hutter Fair Isaac Nathalie Japkowicz Gal A. Kaminka Sven Koenig Michail G. Lagoudakis David B. Leake Lundy Lewis Hugo Liu Ted Metzler Rada Mihalcea Bamshad Mobasher Pascal Poupart David V. Pynadath Thomas Roth-Berghofer Wheeler Ruml Stefan Schulz 0004 Sven Schwarz Stephanie Seneff Amit P. Sheth Ron Sun Michael Thielscher Afzal Upal Jason D. Williams Steve J. Young Dmitry Zelenko Reports on the Twenty-First National Conference on Artificial Intelligence (AAAI-06) Workshop Program. 92-102 2006 27 AI Mag. 4 https://doi.org/10.1609/aimag.v27i4.1912 db/journals/aim/aim27.html#AchtnerAA06

Juhnyoung Lee Richard Goodwin Ontology management for large-scale enterprise systems. 2-15 2006 5 Electron. Commer. Res. Appl. 1 https://doi.org/10.1016/j.elerap.2005.08.003 db/journals/ecra/ecra5.html#LeeG06

Rama Akkiraju Biplav Srivastava Anca-Andreea Ivan Richard Goodwin Tanveer Fathima Syeda-Mahmood SEMAPLAN: Combining Planning with Semantic Matching to Achieve Web Service Composition. 2006 conf/aaai/2006 AAAI db/conf/aaai/aaai2006.html#AkkirajuSIGS06 http://www.aaai.org/Library/AAAI/2006/aaai06-343.php 1931-1932 Rama Akkiraju Biplav Srivastava Anca-Andreea Ivan Richard Goodwin Tanveer Fathima Syeda-Mahmood SEMAPLAN: Combining Planning with Semantic Matching to Achieve Web Service Composition. 338-341 2006 conf/aips/2006 ICAPS db/conf/aips/icaps2006.html#AkkirajuSIGS06 http://www.aaai.org/Library/ICAPS/2006/icaps06-035.php Rama Akkiraju Biplav Srivastava Anca-Andreea Ivan Richard Goodwin Tanveer Fathima Syeda-Mahmood SEMAPLAN: Combining Planning with Semantic Matching to Achieve Web Service Composition. 37-44 2006 conf/icws/2006 ICWS https://doi.org/10.1109/ICWS.2006.119 https://doi.ieeecomputersociety.org/10.1109/ICWS.2006.119 https://www.wikidata.org/entity/Q60895317 db/conf/icws/icws2006.html#AkkirajuSIGS06 Rama Akkiraju Anca Ivan Richard Goodwin Biplav Srivastava Tanveer Fathima Syeda-Mahmood Semantic Matching to Achieve Web Service Discovery and Composition. 70 2006 conf/wecwis/2006 CEC/EEE https://doi.org/10.1109/CEC-EEE.2006.78 https://doi.ieeecomputersociety.org/10.1109/CEC-EEE.2006.78 db/conf/wecwis/cec2006.html#AkkirajuIGSS06 Tanveer Fathima Syeda-Mahmood Richard Goodwin Rama Akkiraju Anca-Andreea Ivan Matching And Mapping For Semantic Web Processes. 227-245 2006 conf/swb/2006spa Semantic Web Services, Processes and Applications https://doi.org/10.1007/978-0-387-34685-4_9 db/conf/swb/spa2006.html#Syeda-MahmoodGAI06

Prashant Doshi Richard Goodwin Rama Akkiraju Kunal Verma Dynamic Workflow Composition: Using Markov Decision Processes. 1-17 2005 2 Int. J. Web Serv. Res. 1 db/journals/jwsr/jwsr2.html#DoshiGAV05 https://doi.org/10.4018/jwsr.2005010101

Juhnyoung Lee Richard Goodwin Ontology Management for Large-Scale E-Commerce Applications. 7-15 2005 conf/deec/2005 DEEC https://doi.org/10.1109/DEEC.2005.14 https://doi.ieeecomputersociety.org/10.1109/DEEC.2005.14 db/conf/deec/deec2005.html#LeeG05 Mao Chen 0001 Rakesh Mohan Richard Goodwin Semantic Query Transformation for Integrating Web Information Sources. 176-181 2005 conf/iceis/2005 ICEIS (1) db/conf/iceis/iceis2005-1.html#ChenMG05 Richard Goodwin Dynamic Business: an Opportunity and Challenge for Dynamic Web Processes. 2005 SDWP@ICWS https://ceur-ws.org/Vol-140/talk1.pdf conf/icws/2005sdwp db/conf/icws/sdwp2005.html#Goodwin05 Tanveer Fathima Syeda-Mahmood Gauri Shah Rama Akkiraju Anca-Andreea Ivan Richard Goodwin Searching Service Repositories by Combining Semantic and Ontological Matching. 13-20 2005 conf/icws/2005 ICWS https://doi.org/10.1109/ICWS.2005.102 https://doi.ieeecomputersociety.org/10.1109/ICWS.2005.102 db/conf/icws/icws2005.html#MahmoodSAIG05 Kunal Verma Rama Akkiraju Richard Goodwin Semantic Matching of Web Service Policies. 2005 SDWP@ICWS https://ceur-ws.org/Vol-140/paper6.pdf conf/icws/2005sdwp db/conf/icws/sdwp2005.html#VermaAG05 Juhnyoung Lee Richard Goodwin The semantic webscape: a view of the semantic web. 1154-1155 2005 conf/www/2005si WWW (Special interest tracks and posters) https://doi.org/10.1145/1062745.1062915 db/conf/www/www2005si.html#LeeG05 John Colgrave Rama Akkiraju Richard Goodwin External Matching in UDDI. 226- 2004 conf/icws/2004 ICWS https://doi.org/10.1109/ICWS.2004.1314743 https://doi.ieeecomputersociety.org/10.1109/ICWS.2004.1314743 db/conf/icws/icws2004.html#ColgraveAG04 Prashant Doshi Richard Goodwin Rama Akkiraju Kunal Verma Dynamic Workflow Composition using Markov Decision Processes. 576-582 2004 conf/icws/2004 ICWS https://doi.org/10.1109/ICWS.2004.1314784 https://doi.ieeecomputersociety.org/10.1109/ICWS.2004.1314784 db/conf/icws/icws2004.html#DoshiGAV04 Yaxin Liu Richard Goodwin Sven Koenig Risk-averse auction agents. 353-360 2003 conf/atal/2003 AAMAS https://doi.org/10.1145/860575.860632 db/conf/atal/aamas2003.html#LiuGK03 Rama Akkiraju Richard Goodwin Prashant Doshi Sascha Roeder A Method for Semantically Enhancing the Service Discovery Capabilities of UDDI. 87-92 2003 conf/ijcai/2003iiweb IIWeb http://www.isi.edu/info-agents/workshops/ijcai03/papers/Akkiraju-SemanticUDDI-IJCA%202003.pdf db/conf/ijcai/ijcai2003iiweb.html#AkkirajuGDR03

Richard Goodwin SweeFen Goh Frederick Y. Wu Instance-level access control for business-to-business electronic commerce. 303-317 2002 41 IBM Syst. J. 2 https://doi.org/10.1147/sj.412.0303 db/journals/ibmsj/ibmsj41.html#GoodwinGW02

Pinar Keskinocak Frederick Y. Wu Richard Goodwin Sesh Murthy Rama Akkiraju Santhosh Kumaran Annap Derebail Scheduling Solutions for the Paper Industry. 249-259 2002 50 Oper. Res. 2 https://doi.org/10.1287/opre.50.2.249.425 db/journals/ior/ior50.html#KeskinocakWGMAKD02

Richard Goodwin Rama Akkiraju Frederick Y. Wu A Decision-Support System for Quote Generation. 830-837 2002 conf/aaai/2002 AAAI/IAAI db/conf/aaai/aaai2002.html#GoodwinAW02 http://www.aaai.org/Library/AAAI/2002/aaai02-124.php

Pinar Keskinocak Richard Goodwin Frederick Y. Wu Rama Akkiraju Sesh Murthy Decision Support for Managing an Electronic Supply Chain. 15-31 2001 1 Electron. Commer. Res. 1/2 db/journals/ecr/ecr1.html#KeskinocakGWAM01 https://doi.org/10.1023/A:1011567327570

Reid G. Simmons Joaquín Lopez Fernández Richard Goodwin Sven Koenig Joseph O'Sullivan Lessons learned from Xavier. 33-39 2000 7 IEEE Robotics Autom. Mag. 2 https://doi.org/10.1109/100.848266 db/journals/ram/ram7.html#SimmonsFGKO00

Sesh Murthy Rama Akkiraju Richard Goodwin Pinar Keskinocak John Rachlin Frederick Y. Wu James Yeh Robert Fuhrer Santhosh Kumaran Alok Aggarwal Martin C. Sturzenbecker Ranga Jayaraman Robert Daigle Cooperative Multiobjective Decision Support for the Paper Industry. 5-30 1999 29 Interfaces 5 https://doi.org/10.1287/inte.29.5.5 db/journals/interfaces/interfaces29.html#MurthyAGKRWYFKA99

Shaun Gittens Richard Goodwin Jayant Kalagnanam Sesh Murthy Using Neural Networks in Agent Teams to Speed Up Solution Discovery for Hard Multi-Criteria Problems. 961 1999 conf/aaai/1999 AAAI/IAAI db/conf/aaai/aaai99.html#GittensGKM99 http://www.aaai.org/Library/AAAI/1999/aaai99-168.php Shaun Gittens Richard Goodwin Using neural networks in agent teams to speedup solution discovery for hard multi-criteria problems. 3410-3413 1999 IJCNN https://doi.org/10.1109/IJCNN.1999.836211 conf/ijcnn/1999 db/conf/ijcnn/ijcnn1999.html#GittensG99 Richard Goodwin Reid G. Simmons Search Control of Plan Generation in Decision-Theoretic Planners. 94-101 1998 conf/aips/1998 AIPS db/conf/aips/aips1998.html#GoodwinS98 http://www.aaai.org/Library/AIPS/1998/aips98-012.php John Rachlin Richard Goodwin Sesh Murthy Rama Akkiraju Frederick Y. Wu Santhosh Kumaran Raja Das A-Teams: An Agent Architecture for Optimization and Decision Support. 261-276 1998 conf/atal/1998 ATAL db/conf/atal/atal1998.html#RachlinGMAWKD98 https://doi.org/10.1007/3-540-49057-4_17

Reid G. Simmons Richard Goodwin Karen Zita Haigh Sven Koenig Joseph O'Sullivan Manuela M. Veloso Xavier: experience with a layered robot architecture. 22-33 1997 8 SIGART Bull. 1-4 https://doi.org/10.1145/272874.272878 db/journals/sigart/sigart8.html#SimmonsGHKOV97

Reid G. Simmons Richard Goodwin Karen Zita Haigh Sven Koenig Joseph O'Sullivan A Layered Architecture for Office Delivery Robots. 245-252 1997 conf/agents/1997 Agents db/conf/agents/agents97.html#SimmonsGHKO97 https://doi.org/10.1145/267658.267723 Reid G. Simmons Sebastian Thrun Greg Armstrong Richard Goodwin Karen Zita Haigh Sven Koenig Shyjan Mahamud Daniel Nikovski Joseph O'Sullivan Amelia. 1358 1996 conf/aaai/1996-2 AAAI/IAAI, Vol. 2 db/conf/aaai/aaai96-2.html#SimmonsTAGHKMNO96 http://www.aaai.org/Library/AAAI/1996/aaai96-211.php Richard Goodwin Using Loops in Decision-Theoretic Refinement Planners. 118-124 1996 conf/aips/1996 AIPS db/conf/aips/aips1996.html#Goodwin96 http://www.aaai.org/Library/AIPS/1996/aips96-015.php

Richard Goodwin Formalizing Properties of Agents. 763-781 1995 5 J. Log. Comput. 6 db/journals/logcom/logcom5.html#Goodwin95 https://doi.org/10.1093/logcom/5.6.763

Reid G. Simmons Eric Krotkov Lonnie Chrisman Fábio Gagliardi Cozman Richard Goodwin Martial Hebert Lalitesh Katragadda Sven Koenig Gita Krishnaswamy Yoshikazu Shinoda William Whittaker Paul R. Klarer Experience with rover navigation for lunar-like terrains. 441-446 1995 IROS (1) https://doi.org/10.1109/IROS.1995.525833 https://doi.ieeecomputersociety.org/10.1109/IROS.1995.525833 conf/iros/1995 db/conf/iros/iros1995.html#SimmonsKCCGHKKKSWK95 Sven Koenig Richard Goodwin Reid G. Simmons Robot Navigation with Markov Models: A Framework for Path Planning and Learning with Limited Computational Resources. 322-337 1995 conf/rur/1995 Reasoning with Uncertainty in Robotics db/conf/rur/rur1995.html#KoenigGS95 https://doi.org/10.1007/BFb0013970 Peter Haddawy AnHai Doan Richard Goodwin Efficient Decision-Theoretic Planning: Techniques and Empirical Analysis. 229-236 1995 conf/uai/1995 UAI https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1&smnu=2&article_id=438&proceeding_id=11 db/conf/uai/uai1995.html#HaddawyDG95 Richard Goodwin Reasoning about What to Plan. 1450 1994 conf/aaai/1994-2 AAAI db/conf/aaai/aaai94-2.html#Goodwin94 http://www.aaai.org/Library/AAAI/1994/aaai94-244.php Richard Goodwin Reasoning About When to Start Acting. 86-91 1994 conf/aips/1994 AIPS db/conf/aips/aips1994.html#Goodwin94 http://www.aaai.org/Library/AIPS/1994/aips94-015.php Omar Abdelrahman Wolfgang Achtner Alok Aggarwal Esma Aïmeur Rama Akkiraju Sarabjot S. AnandSarabjot Singh Anand David Apel Douglas E. Appelt Greg Armstrong Naveen Ashish Angelica I. Avilés-Rivero Tiffany Barnes Joseph E. Beck Sophie Bensamou Manisha Bhandar Mao Chen 0001 Shyh-Kwei Chen Chun-Wun Cheng Yanqi Cheng Lonnie Chrisman Ryan Cialdella John Colgrave Fábio G. CozmanFábio Gagliardi Cozman Robert Daigle Raja Das Jim Denholm Annap Derebail Pankaj Dhoolia M. Bernardine Dias AnHai Doan Prashant Doshi Chris Drummond William Elazmeh Hazem Elmeleegy Elad Fein Ariel Felner Joaquín Lopez Fernández Veronique Ferval Dayne Freitag Jing Fu Robert Fuhrer Nishant Garg Xiou Ge Hector Geffner Christopher W. Geib Shaun Gittens SweeFen Goh Jeremy R. Gregory Hui Guo Peter Haddawy Karen Zita Haigh Christian Harris Martial Hebert Robert C. Holte Frank Hutter Fair Isaac Anca IvanAnca-Andreea Ivan Nathalie Japkowicz Ranga Jayaraman Jayant Kalagnanam Gal A. Kaminka Lalitesh Katragadda Pinar Keskinocak Elham Khabiri Randolph E. Kirchain Paul R. Klarer Diane Knappenberger Sven Koenig Gita Krishnaswamy Eric Krotkov Santhosh Kumaran Julius Kusuma Michail G. Lagoudakis Kimberly Lang David B. Leake Juhnyoung Lee Lundy Lewis Thiago Lima Hugo Liu Yaxin Liu Andrea Lombardi Robin Lougee Shyjan Mahamud Senthil Mani Joana Maria Jim Martin Pietro Mazzoleni C. J. McLane Ted Metzler Rada Mihalcea Bamshad Mobasher Rakesh Mohan Javier A. Montoya-Zegarra Debdoot Mukherjee Seshashayee S. MurthySesh Murthy Nitin Nayak Daniel Nikovski Amos Omokpo Joseph O'Sullivan Pascal Poupart David V. Pynadath John Rachlin Natalia Razinkov Aubrey Rember Aubrey J. Rembert Matthew Riemer Sascha Roeder Pablo Romero Thomas Roth-Berghofer Wheeler Ruml Carola-Bibiane Schönlieb Stefan Schulz 0004 Sven Schwarz Richard B. Segal Stephanie Seneff Shlomit Shachor Gauri Shah Amit P. Sheth Yoshikazu Shinoda Reid G. Simmons Vibha SinhaVibha Singhal Sinha Biplav Srivastava Martin C. Sturzenbecker Ning Su Amruta Sudhalkar Ron Sun Tanveer F. Syeda-MahmoodTanveer Fathima Syeda-Mahmood Hua Fang Tan Karan Taneja Michael Thielscher Sebastian Thrun Afzal Upal Lav R. Varshney Manuela M. Veloso Kunal Verma William Whittaker Clay Williams Jason D. Williams Frederick Y. Wu James Yeh Tenzin Yeshi Steve J. Young Haizi Yu Dmitry Zelenko