Work with Amulya Yadav | NotedSource
Amulya Yadav is an Assistant Professor in the College of
Information Sciences and Technology at Penn State
University. He also has an affiliate faculty appointment
with the USC Center for Artificial Intelligence in
Society. His research interests include Artificial
Intelligence, Multi-Agent Systems, Computational
Game-Theory and Applied Machine Learning. His work in the
field of Artificial Intelligence for Social Good focuses
on developing theoretically grounded approaches to
real-world problems that can have an impact in the field.
His algorithms have been deployed in the real-world,
particularly in the field of public health and wildlife
protection. Amulya is a recipient of the AAMAS 2016 Best
Student Paper Award, the AAAI 2017 Best Video and Best
Student Video Award, the IDEAS 2016 Most Visionary Paper
Award, and the AAMAS 2017 Best Paper Award nomination. His
work has also been highlighted by Mashable.com as one of
26 incredible innovations that improved the world in 2015.
Amulya holds a Ph.D. in Computer Science from the
University of Southern California, and a B. Tech. in
Computer Science & Engineering from Indian Institute
of Technology (IIT), Patna.
https://cv.notedsource.io/me/asdc123
Amulya Yadav
Assistant Professor, Penn State
Research Expertise
Multi Agent Sequential Decision Making
Social Networks
Influence Maximization
Machine Learning
Game Theory
About
Amulya Yadav is an Assistant Professor in the
College of Information Sciences and Technology
at Penn State University. He also has an
affiliate faculty appointment with the USC
Center for Artificial Intelligence in
Society. His research interests include
Artificial Intelligence, Multi-Agent Systems,
Computational Game-Theory and Applied Machine
Learning. His work in the field of Artificial
Intelligence for Social Good focuses on
developing theoretically grounded approaches
to real-world problems that can have an impact
in the field. His algorithms have been
deployed in the real-world, particularly in
the field of public health and wildlife
protection. Amulya is a recipient of the AAMAS
2016 Best Student Paper Award, the AAAI 2017
Best Video and Best Student Video Award, the
IDEAS 2016 Most Visionary Paper Award, and the
AAMAS 2017 Best Paper Award nomination. His
work has also been highlighted by Mashable.com
as one of 26 incredible innovations that
improved the world in 2015. Amulya holds a
Ph.D. in Computer Science from the University
of Southern California, and a B. Tech. in
Computer Science & Engineering from Indian
Institute of Technology (IIT), Patna.
Publications
Computational sustainability
Communications of the ACM
2019
POMDPs for Assisting Homeless Shelters –
Computational and Deployment Challenges
Autonomous Agents and Multiagent
Systems
2016
Influence Maximization in the Field: The
Arduous Journey from Emerging to Deployed
Application
Artificial Intelligence and Social
Work
2018
Maximizing Influence in an Unknown Social
Network
Proceedings of the AAAI Conference on
Artificial Intelligence
2018
Regret-Based Optimization and Preference
Elicitation for Stackelberg Security Games
with Uncertainty
Proceedings of the AAAI Conference on
Artificial Intelligence
2014
Using Algorithmic Solutions to Address
Gatekeeper Training Issues for Suicide
Prevention on College Campuses
Artificial Intelligence for
Healthcare
2022
Making the Most of Our Regrets:
Regret-Based Solutions to Handle Payoff
Uncertainty and Elicitation in Green
Security Games
Lecture Notes in Computer Science
2015
Preventing HIV Spread in Homeless
Populations Using PSINET
Proceedings of the AAAI Conference on
Artificial Intelligence
2015
Bridging the Gap Between Theory and
Practice in Influence Maximization:
Raising Awareness about HIV among Homeless
Youth
Proceedings of the Twenty-Seventh
International Joint Conference on
Artificial Intelligence
2018
An extended study on addressing defender
teamwork while accounting for uncertainty
in attacker defender games using iterative
Dec-MDPs
Multiagent and Grid Systems
2016
Genetic algorithm combined with support
vector machine for building an intrusion
detection system
Proceedings of the International
Conference on Advances in Computing,
Communications and Informatics
2012
Review for "Don’t put all your green eggs
in one basket: Examining environmentally
friendly sub‐branding strategies"
Unknown Venue
2021
Piloting the Use of Artificial
Intelligence to Enhance HIV Prevention
Interventions for Youth Experiencing
Homelessness
Journal of the Society for Social Work
and Research
2018
Improving Lives of Indebted Farmers Using
Deep Learning: Predicting Agricultural
Produce Prices Using Convolutional Neural
Networks
Proceedings of the AAAI Conference on
Artificial Intelligence
2020
How Gullible Are You?
Proceedings of the 10th ACM Conference
on Web Science
2019
Measuring design complexity
ACM SIGSOFT Software Engineering
Notes
2009
CIM-Sunahari: High-yielding, yellow (pili)
satawar variety of (Asparagus adscendens
Roxb.)
Journal of Medicinal and Aromatic Plant
Sciences
2016
Essential oil of palmarosa [Cymbopogon
martini (Roxb.) W. Watson var. motia]
Unknown Venue
Clinical Trial of an AI-Augmented
Intervention for HIV Prevention in Youth
Experiencing Homelessness
Proceedings of the AAAI Conference on
Artificial Intelligence
2021
Identifying Homeless Youth At-Risk of
Substance Use Disorder
Proceedings of the 26th ACM SIGKDD
International Conference on Knowledge
Discovery & Data Mining
2020
A PLAN for Tackling the Locust Crisis in
East Africa
Proceedings of the 27th ACM SIGKDD
Conference on Knowledge Discovery &
Data Mining
2021
Be Careful When Learning Against
Adversaries: Imitative Attacker Deception
in Stackelberg Security Games
Adversary-Aware Learning Techniques and
Trends in Cybersecurity
2020
Management Information
Advanced Operations Management
2012
Class cohesion complexity metric
(C<inf>3</inf>M)
2011 2nd International Conference on
Computer and Communication Technology
(ICCCT-2011)
2011
Capturing interactions in architectural
patterns
2010 IEEE 2nd International Advance
Computing Conference (IACC)
2010
A Peer-Led, Artificial
Intelligence–Augmented Social Network
Intervention to Prevent HIV Among Youth
Experiencing Homelessness
JAIDS Journal of Acquired Immune
Deficiency Syndromes
2021
PERPETUATION AND EPIDEMIOLOGY OF POWDERY
MILDEW OF MANGO
Acta Horticulturae
1989
CounterNet: End-to-End Training of
Prediction Aware Counterfactual
Explanations
Proceedings of the 29th ACM SIGKDD
Conference on Knowledge Discovery and
Data Mining
2023
Harnessing Social Media to Identify
Homeless Youth At-Risk of Substance Use
Proceedings of the AAAI Conference on
Artificial Intelligence
2021
PSINET: Assisting HIV Prevention Among
Homeless Youth by Planning Ahead
AI Magazine
2016
Registration of a new variety of chamomile
(Chamomilla recutita (L.) Rauschert)
CIM-Ujjwala: A novel source of acetylinic
compound [(2z,8z)-matricaria acid methyl
ester] for use in cosmetics and
pharmaceuticals
Journal of Medicinal and Aromatic Plant
Sciences
2019
Tackling Sequential Attacks in Security
Games
Lecture Notes in Computer Science
2019
Protecting the NECTAR of the Ganga River
Through Game-Theoretic Factory Inspections
Advances in Practical Applications of
Scalable Multi-agent Systems. The PAAMS
Collection
2016
Maximizing Awareness about HIV in Social
Networks of Homeless Youth with Limited
Information
Proceedings of the Twenty-Sixth
International Joint Conference on
Artificial Intelligence
2017
Does coupling really affect complexity?
2010 International Conference on
Computer and Communication Technology
(ICCCT)
2010
RoCourseNet: Robust Training of a
Prediction Aware Recourse Model
Proceedings of the 32nd ACM
International Conference on Information
and Knowledge Management
2023
The 4th International Workshop on
Epidemiology meets Data Mining and
Knowledge Discovery (epiDAMIK 4.0 @
KDD2021)
Proceedings of the 27th ACM SIGKDD
Conference on Knowledge Discovery &
Data Mining
2021
Using social networks to raise HIV
awareness among homeless youth
IBM Journal of Research and
Development
2017
WARNER: Weakly-Supervised Neural Network
to Identify Eviction Filing Hotspots in
the Absence of Court Records
Proceedings of the 31st ACM
International Conference on Information
& Knowledge Management
2022
epiDAMIK 5.0
Proceedings of the 28th ACM SIGKDD
Conference on Knowledge Discovery and
Data Mining
2022
Forecasting the Number of Tenants At-Risk
of Formal Eviction: A Machine Learning
Approach to Inform Public Policy
Proceedings of the Thirty-First
International Joint Conference on
Artificial Intelligence
2022
Optimal and Non-Discriminative
Rehabilitation Program Design for Opioid
Addiction Among Homeless Youth
Proceedings of the Twenty-Ninth
International Joint Conference on
Artificial Intelligence
2020
A Team Approach to Teaching Music to
Students with Autism Spectrum Disorder
Teaching Music to Students with
Autism
2020
Optimizing peer referrals for public
awareness using contextual bandits
Proceedings of the 2nd ACM SIGCAS
Conference on Computing and Sustainable
Societies
2019
Net widens for funding
ofarXivpreprint server
Physics World
2010
Influence Maximization for Social Network
Based Substance Abuse Prevention
Proceedings of the AAAI Conference on
Artificial Intelligence
2018
A cross-sectional study of fall injuries
in senior people attending emergency ward
in BPKIHS, a tertiary level hospital,
Dharan, eastern region of Nepal
Health Renaissance
2017
Let the DOCTOR Decide Whom to Test:
Adaptive Testing Strategies to Tackle the
COVID-19 Pandemic
Unknown Venue
2020
Evaluation of Electron Specific Absorbed
Fractions in Organs of Digimouse Voxel
Phantom Using Monte Carlo Simulation Code
FLUKA
Journal of Biomedical Physics and
Engineering
2019
A Continual Pre-training Approach to
Tele-Triaging Pregnant Women in Kenya
Proceedings of the AAAI Conference on
Artificial Intelligence
2023
Mitigating Low Agricultural Productivity
of Smallholder Farms in Africa:
Time-Series Forecasting for Environmental
Stressors
Proceedings of the AAAI Conference on
Artificial Intelligence
2022
Stock Market Prediction Using a Deep
Learning Approach
2020 12th International Conference on
Electronics, Computers and Artificial
Intelligence (ECAI)
2020
Reports on the 2017 AAAI Spring Symposium
Series
AI Magazine
2017
Influence Maximization in Messenger-Based
Social Networks
2016 IEEE Global Communications
Conference (GLOBECOM)
2016
Oidium mangiferae (powdery mildew of
mango)
CABI Compendium
2022
Digital and Innovative entrepreneurship in
the Handicraft sector during economic
Calamities: Challenges and Opportunities
of New Craft Entrepreneurs
Unknown Venue
2023
Benchmarking: Past, Present and Future
Proceedings of the 1st Workshop on
Benchmarking: Past, Present and
Future
2021
KDD 2023 International Workshop on Data
Science for Social Good (DSSG-23)
Proceedings of the 29th ACM SIGKDD
Conference on Knowledge Discovery and
Data Mining
2023
A Complete Analysis on the Risk of Using
Quantal Response: When Attacker
Maliciously Changes Behavior under
Uncertainty
Games
2022
The Risk of Attacker Behavioral
Learning: Can Attacker Fool Defender Under
Uncertainty?
Lecture Notes in Computer Science
2023
NECTAR: Enforcing Environmental Compliance
through Strategically Randomized Factory
Inspections
Artificial Intelligence and
Conservation
2019
Influence Maximization with Unknown
Network Structure
Artificial Intelligence and Social
Work
2018
Keynote 2 - Computational Sustainability:
Computing for a Better World and a
Sustainable Future
2021 IEEE International Conference on
Smart Computing (SMARTCOMP)
2021
Soils under Shorea robusta in foot hills
of the Eastern Himalaya - their
characteristics and carbon sequestration
potential
Indian Journal of Forestry
2020
On the Frobenius Problem for {ak, ak + 1,
ak + a, . . . , ak + ak −1}
Integers
2010
Formal specification of asynchronous
checkpointing using Event-B
2015 International Conference on
Advances in Computer Engineering and
Applications
2015
Education
University of Southern California
Indian Institute of Technology
Patna University
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