Sathappan Muthiah

25 papers A* 8B 4Journal 11Unranked 2
YearRankTypeTitle / Venue / Authors
2025 B conf
LLM-Modulo-Rec: Leveraging Approximate World Knowledge of LLMs to Improve eCommerce Search Ranking Under Data Paucity.
IEEE Big Data
Ali El Sayed, Reihaneh Gh. Roshan, Sathappan Muthiah, Nikhil Muralidhar
2025 A* conf
Progressive Refinement of E-commerce Search Ranking Based on Short-Term Activities of the Buyer.
SIGIR
Taoran Sheng, Sathappan Muthiah, Atiq Islam, Jinming Feng
2025 J jnl
Progressive Refinement of E-commerce Search Ranking Based on Short-Term Activities of the Buyer.
CoRR
Taoran Sheng, Sathappan Muthiah, Atiq Islam, Jinming Feng
2022 J jnl
Lessons from Deep Learning applied to Scholarly Information Extraction: What Works, What Doesn't, and Future Directions.
CoRR
Raquib Bin Yousuf, Subhodip Biswas, Kulendra Kumar Kaushal, James Dunham, Rebecca Gelles, Sathappan Muthiah, Nathan Self, Patrick Butler, Naren Ramakrishnan
2022 J jnl
Scrutinizing Shipment Records To Thwart Illegal Timber Trade.
CoRR
Debanjan Datta, Sathappan Muthiah, John Simeone, Amelia Meadows, Naren Ramakrishnan
2021 J jnl
Detecting Anomalies Through Contrast in Heterogeneous Data.
CoRR
Debanjan Datta, Sathappan Muthiah, Naren Ramakrishnan
2021 J jnl
Using AntiPatterns to avoid MLOps Mistakes.
CoRR
Nikhil Muralidhar, Sathappan Muthiah, Patrick Butler, Manish Jain, Yu Yu, Katy Burne, Weipeng Li, David Jones, Prakash Arunachalam, Hays 'Skip' McCormick, Naren Ramakrishnan
2020 A* conf
Geospatial Clustering for Balanced and Proximal Schools.
AAAI
Subhodip Biswas, Fanglan Chen, Andreea Sistrunk, Sathappan Muthiah, Zhiqian Chen, Nathan Self, Chang-Tien Lu, Naren Ramakrishnan
2019 A* conf
DyAt Nets: Dynamic Attention Networks for State Forecasting in Cyber-Physical Systems.
IJCAI
Nikhil Muralidhar, Sathappan Muthiah, Naren Ramakrishnan
2019 — conf
Multivariate Long-Term State Forecasting in Cyber-Physical Systems: A Sequence to Sequence Approach.
IEEE BigData
Nikhil Muralidhar, Sathappan Muthiah, Kiyoshi Nakayama, Ratnesh Sharma, Naren Ramakrishnan
2019 B conf
RumorSleuth: joint detection of rumor veracity and user stance.
ASONAM
Mohammad Raihanul Islam, Sathappan Muthiah, Naren Ramakrishnan
2018 A* conf
DeepDiffuse: Predicting the 'Who' and 'When' in Cascades.
ICDM
Mohammad Raihanul Islam, Sathappan Muthiah, Bijaya Adhikari, B. Aditya Prakash, Naren Ramakrishnan
2018 B conf
When do Crowds Turn Violent? Uncovering Triggers from Media.
ASONAM
Yue Ning, Sathappan Muthiah, Naren Ramakrishnan, Huzefa Rangwala, David Mares
2016 J jnl
Capturing Planned Protests from Open Source Indicators.
AI Mag.
Sathappan Muthiah, Bert Huang, Jaime Arredondo, David Mares, Lise Getoor, Graham Katz, Naren Ramakrishnan
2016 A* conf
EMBERS at 4 years: Experiences operating an Open Source Indicators Forecasting System.
KDD
Sathappan Muthiah, Patrick Butler, Rupinder Paul Khandpur, Parang Saraf, Nathan Self, Alla Rozovskaya, Liang Zhao, Jose Cadena, Chang-Tien Lu, Anil Vullikanti, Achla Marathe, Kristen Maria Summers, Graham Katz, Andy Doyle, Jaime Arredondo, Dipak K. Gupta, David Mares, Naren Ramakrishnan
2016 J jnl
EMBERS at 4 years: Experiences operating an Open Source Indicators Forecasting System.
CoRR
Sathappan Muthiah, Patrick Butler, Rupinder Paul Khandpur, Parang Saraf, Nathan Self, Alla Rozovskaya, Liang Zhao, Jose Cadena, Chang-Tien Lu, Anil Vullikanti, Achla Marathe, Kristen Maria Summers, Graham Katz, Andy Doyle, Jaime Arredondo, Dipak Gupta, David Mares, Naren Ramakrishnan
2016 J jnl
Hierarchical Quickest Change Detection via Surrogates.
CoRR
Prithwish Chakraborty, Sathappan Muthiah, Ravi Tandon, Naren Ramakrishnan
2016 A* conf
Modeling Precursors for Event Forecasting via Nested Multi-Instance Learning.
KDD
Yue Ning, Sathappan Muthiah, Huzefa Rangwala, Naren Ramakrishnan
2016 J jnl
Modeling Precursors for Event Forecasting via Nested Multi-Instance Learning.
CoRR
Yue Ning, Sathappan Muthiah, Huzefa Rangwala, Naren Ramakrishnan
2015 A* conf
Planned Protest Modeling in News and Social Media.
AAAI
Sathappan Muthiah, Bert Huang, Jaime Arredondo, David Mares, Lise Getoor, Graham Katz, Naren Ramakrishnan
2015 B conf
Uncovering News-Twitter Reciprocity via Interaction Patterns.
ASONAM
Yue Ning, Sathappan Muthiah, Ravi Tandon, Naren Ramakrishnan
2014 J jnl
'Beating the news' with EMBERS: Forecasting Civil Unrest using Open Source Indicators.
CoRR
Naren Ramakrishnan, Patrick Butler, Sathappan Muthiah, Nathan Self, Rupinder Paul Khandpur, Parang Saraf, Wei Wang, Jose Cadena, Anil Vullikanti, Gizem Korkmaz, Chris J. Kuhlman, Achla Marathe, Liang Zhao, Ting Hua, Feng Chen, Chang-Tien Lu, Bert Huang, Aravind Srinivasan, Khoa Trinh, Lise Getoor, Graham Katz, Andy Doyle, Chris Ackermann, Ilya Zavorin, Jim Ford, Kristen Maria Summers, Youssef Fayed, Jaime Arredondo, Dipak Gupta, David Mares
2014 A* conf
'Beating the news' with EMBERS: forecasting civil unrest using open source indicators.
KDD
Naren Ramakrishnan, Patrick Butler, Sathappan Muthiah, Nathan Self, Rupinder Paul Khandpur, Parang Saraf, Wei Wang, Jose Cadena, Anil Vullikanti, Gizem Korkmaz, Chris J. Kuhlman, Achla Marathe, Liang Zhao, Ting Hua, Feng Chen, Chang-Tien Lu, Bert Huang, Aravind Srinivasan, Khoa Trinh, Lise Getoor, Graham Katz, Andy Doyle, Chris Ackermann, Ilya Zavorin, Jim Ford, Kristen Maria Summers, Youssef Fayed, Jaime Arredondo, Dipak Gupta, David Mares
2014 J jnl
Forecasting Significant Societal Events Using The Embers Streaming Predictive Analytics System.
Big Data
Andy Doyle, Graham Katz, Kristen Maria Summers, Chris Ackermann, Ilya Zavorin, Zunsik Lim, Sathappan Muthiah, Patrick Butler, Nathan Self, Liang Zhao, Chang-Tien Lu, Rupinder Paul Khandpur, Youssef Fayed, Naren Ramakrishnan
2014 — conf
The EMBERS architecture for streaming predictive analytics.
IEEE BigData
Andy Doyle, Graham Katz, Kristen Maria Summers, Chris Ackermann, Ilya Zavorin, Zunsik Lim, Sathappan Muthiah, Liang Zhao, Chang-Tien Lu, Patrick Butler, Rupinder Paul Khandpur, Youssef Fayed, Naren Ramakrishnan