Publications

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Patents

2021

• Automated Pattern Template Generation System Using Bulk Text Messages

Satya Gautam Vadlamudi

The United States of America, Patent Number: 10896290, Date of Grant: 19 Jan. 2021

2020

• Multi-window Time-aware Personalized Recommendation System

Satya Gautam Vadlamudi, Shashi Kumar, Sanket Sahu, Arjit Malviya, Pravanjan Choudhury

The Republic of Singapore, Patent Number: 10201708929R, Date of Grant: 6 Mar. 2020

Peer-Reviewed Research Journal and Conference Papers

2019

• • Explicable Planning as Minimizing Distance from Expected Behavior

Anagha Kulkarni, Yantian Zha, Tathagata Chakraborti, Satya Gautam Vadlamudi, Yu Zhang, Subbarao Kambhampati

18th International Conference on Autonomous Agents and Multiagent Systems (AAMAS), pp.2075-2077, 13-17 May 2019, Montréal, Canada

2017

• • RADAR - A Proactive Decision Support System for Human-in-the-Loop Planning

Sailik Sengupta, Tathagata Chakraborti, Sarath Sreedharan, Satya Gautam Vadlamudi, Subbarao Kambhampati

AAAI 2017 Fall Symposium on Human-Agent Groups: Studies, Algorithms and Challenges, 9-11 Nov. 2017, Arlington, USA

• • • • Also presented at the ICAPS Workshop on User Interfaces for Scheduling and Planning (UISP) 2017

• A Game Theoretic Approach in Strategy Generation for Moving Target Defense in Web Applications

Sailik Sengupta, Satya Gautam Vadlamudi, Subbarao Kambhampati, Adam Doupé, Marthony Taguinod, Ziming Zhao, Gail-Joon Ahn

16th International Conference on Autonomous Agents and Multiagent Systems (AAMAS), pp.178-186, 8-12 May 2017, São Paulo, Brazil

• 1. • Also accepted for presentation at The AAMAS-17 Workshop on Adversarial Reasoning in Multi-agent Systems (ADVERSE)

• RELSPEC: A Framework for Reliability Aware Design of Component based Embedded Systems

Saurav Kumar Ghosh, Vishnuvardhan P, Satya Gautam Vadlamudi, Aritra Hazra, Soumyajit Dey, Partha Pratim Chakrabarti

Design Automation for Embedded Systems, Springer, vol.21, no.1, pp.37-87, Mar. 2017

2016

• • Anytime Pack Search (Invited Paper)

Satya Gautam Vadlamudi, Sandip Aine, Partha Pratim Chakrabarti

Natural Computing, Special Issue: Pattern Recognition and Mining, Springer, vol.15, no.3, pp.395-414, Sep. 2016

Note: Includes Parallel Anytime Pack Search for Tree State-spaces

• Moving Target Defense for Web Applications using Bayesian Stackelberg Games

Satya Gautam Vadlamudi, Sailik Sengupta, Marthony Taguinod, Ziming Zhao, Adam Doupé, Gail-Joon Ahn, Subbarao Kambhampati

15th International Conference on Autonomous Agents and Multiagent Systems (AAMAS), pp.1377-1378, 9-13 May 2016, Singapore

• A Combinatorial Search Perspective on Diverse Solution Generation

Satya Gautam Vadlamudi, Subbarao Kambhampati

30th AAAI Conference on Artificial Intelligence (AAAI), pp.776-783, 12-17 Feb. 2016, Phoenix, USA

2015

• Parallel Efficient Sparse Matrix-Matrix Multiplication on Multicore Platforms

Md. Mostofa Ali Patwary, Nadathur Rajagopalan Satish, Narayanan Sundaram, Jongsoo Park, Michael J Anderson, Satya Gautam Vadlamudi, Dipankar Das, Sergey G Pudov, Vadim O Pirogov, Pradeep Dubey

30th International Supercomputing Conference (ISC), Springer, LNCS, vol.9137 (High Performance Computing), pp.48-57, 12-16 July 2015, Frankfurt, Germany [Book Chapter]

• GraphMat: High performance graph analytics made productive

Narayanan Sundaram, Nadathur Satish, Md. Mostofa Ali Patwary, Subramanya Dulloor, Michael J. Anderson, Satya Gautam Vadlamudi, Dipankar Das, Pradeep Dubey

Proceedings of the VLDB Endowment (PVLDB), vol.8, no.11, pp.1214-1225, July 2015

2014

• • New Algorithms and Applications of Searching State-space Graphs and Monotone Multi-dimensional Arrays

Satya Gautam Vadlamudi

Ph.D. Thesis, Indian Institute of Technology (IIT) Kharagpur, July 2014

Note: Copyright: IIT Kharagpur 2014. All rights reserved.

• • Robustness Analysis of Embedded Control Systems with respect to Signal Perturbations: Finding Minimal Counterexamples using Fault Injection

Satya Gautam Vadlamudi, Partha Pratim Chakrabarti

IEEE Transactions on Dependable and Secure Computing (TDSC), vol.11, no.1, pp.45-58, Jan.-Feb. 2014

Note: More details on the Algorithms in Chapter 8 of my Ph.D. Thesis

2013

• Anytime Pack Heuristic Search (Selected for Journal Special Issue)

Satya Gautam Vadlamudi, Sandip Aine, Partha Pratim Chakrabarti

5th International Conference on Pattern Recognition and Machine Intelligence (PReMI), Springer, LNCS, vol.8251 (Pattern Recognition and Machine Intelligence), pp.628-634, 10-14 Dec. 2013, Kolkata, India [Book Chapter]

Note: Refined and Extended in the journal version (includes Parallelization)

• Anytime Contract Search

Sunandita Patra, Satya Gautam Vadlamudi, Partha Pratim Chakrabarti

33rd BCS SGAI International Conference on Artificial Intelligence (AI), Springer, Research and Development in Intelligent Systems XXX, pp.139-155, 10-12 Dec. 2013, Cambridge, England [Book Chapter]

• A Mobility Simulation Framework Of Humans With Group Behavior Modeling

Anshul Gupta, Aurosish Mishra, Satya Gautam Vadlamudi, Partha Pratim Chakrabarti, Sudeshna Sarkar, Tridib Mukherjee, Nathan Gnanasambandam

13th IEEE International Conference on Data Mining (ICDM), pp.1067-1072, 7-10 Dec. 2013, Dallas, USA

• Incremental Beam Search

Satya Gautam Vadlamudi, Sandip Aine, Partha Pratim Chakrabarti

Information Processing Letters (IPL), Elsevier, vol.113, no.22-24, pp.888-893, Nov.-Dec. 2013

Note: Refined and Extended in Chapter 4 of my Ph.D. Thesis

• Formal Methods for Early Analysis of Functional Reliability in Component-Based Embedded Applications

Aritra Hazra, Priyankar Ghosh, Satya Gautam Vadlamudi, Partha Pratim Chakrabarti, Pallab Dasgupta

IEEE Embedded Systems Letters (ESL), vol.5, no.1, pp.8-11, Mar. 2013

Note: More details on the Algorithms in Chapter 8 of my Ph.D. Thesis

2012

• • Finding Critical Components in Embedded Control Systems Sensitive to Quality-Faults

Vishal Shrivastav, Satya Gautam Vadlamudi, Partha Pratim Chakrabarti, Dipankar Das, Purnendu Sinha

3rd IEEE International Symposium on Electronic System Design (ISED), pp.167-171, 19-22 Dec. 2012, Kolkata, India

• • Anytime Algorithms for Mining Groups with Maximum Coverage

Satya Gautam Vadlamudi, Partha Pratim Chakrabarti, Sudeshna Sarkar

10th Australasian Data Mining Conference (AusDM), ACS, CRPIT, vol.134 (Data Mining and Analytics 2012), pp.209-219, 5-7 Dec. 2012, Sydney, Australia [Book Chapter]

• • Anytime Column Search

Satya Gautam Vadlamudi, Piyush Gaurav, Sandip Aine, Partha Pratim Chakrabarti

25th Australasian Joint Conference on Artificial Intelligence (AI), Springer, LNCS, vol.7691 (AI 2012: Advances in Artificial Intelligence), pp.254-265, 4-7 Dec. 2012, Sydney, Australia [Book Chapter]

Note: Refined and Extended in Chapter 5 of my Ph.D. Thesis

2011

• • A Framework For Early Stage Quality-Fault Tolerance Analysis Of Embedded Control Systems

Satya Gautam Vadlamudi, Partha Pratim Chakrabarti, Dipankar Das, Purnendu Sinha

41st IEEE/IFIP International Conference on Dependable Systems & Networks (DSN), pp.315-322, 27-30 June 2011, Hong Kong, China

• • MAWA*—A Memory-Bounded Anytime Heuristic-Search Algorithm

Satya Gautam Vadlamudi, Sandip Aine, Partha Pratim Chakrabarti

IEEE Transactions on Systems, Man, and Cybernetics (TSMC), Part B: Cybernetics, vol.41, no.3, pp.725-735, June 2011

Note: Refined and Extended in Chapter 3 of my Ph.D. Thesis

2007

• • Automatic Layout Generation of RF Embedded Passive Designs

Mohit Pathak, Satya Gautam Vadlamudi, Josh Beaver, Sung Kyu Lim

16th IEEE Conference on Electrical Performance of Electronic Packaging (EPEP), pp.115-118, 29-31 Oct. 2007, Atlanta, USA