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Naren Ramakrishnan

virginia polytechnic institute & state university

55H-index
586Paper Count
1.1WCitation Count
Published Papers 60
Publication Date
Let the Noise Speak: Harnessing Noise for a Unified Defense Against Adversarial and Backdoor Attacks
err2026-01-01
err0
PREAI
errShahriar, Md Hasan; Wang, Ning; Ramakrishnan, Naren; Hou, Y. Thomas; Lou, Wenjing
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Science-guided transfer learning for molecular dynamics of confined fluids in shale nanopores
err2025-11-28
err0
PREAI
errNikhil Muralidhar; Mohamed Mehana; Naren Ramakrishnan; Anuj Karpatne; Nicholas Lubbers
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A probabilistic approach to estimating timber harvest location
err2025-01-21
err0
errOAAI
errTruszkowski, Jakub; Maor, Roi; Yousuf, Raquib Bin; Biswas, Subhodip; Chater, Caspar; Gasson, Peter; Mcqueen, Scot; Norman, Marigold; Saunders, Jade; Simeone, John; Ramakrishnan, Naren; Antonelli, Alexandre; Deklerck, Victor
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Neural Methods for Data-to-text Generation
err2024-10-17
err0
errOAAI
errSharma, Mandar; Gogineni, Ajay kumar; Ramakrishnan, Naren
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Large Multi-Modal Models (LMMs) as Universal Foundation Models for AI-Native Wireless Systems
err2024-09-01
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errOAAI
errXu, Shengzhe; Thomas, Christo Kurisummoottil; Hashash, Omar; Muralidhar, Nikhil; Saad, Walid; Ramakrishnan, Naren
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Title evaluation of FluSight influenza forecasting in the 2021-22 and 2022-23 seasons with a new target laboratory-confirmed influenza hospitalizations
err2024-07-26
err0
errOAAI
errMathis, Sarabeth M.; Webber, Alexander E.; Leon, Tomas M.; Murray, Erin L.; Sun, Monica; White, Lauren A.; Brooks, Logan C.; Green, Alden; Hu, Addison J.; Rosenfeld, Roni; Shemetov, Dmitry; Tibshirani, Ryan J.; McDonald, Daniel J.; Kandula, Sasikiran; Pei, Sen; Yaari, Rami; Yamana, Teresa K.; Shaman, Jeffrey; Agarwal, Pulak; Balusu, Srikar; Gururajan, Gautham; Kamarthi, Harshavardhan; Prakash, B. Aditya; Raman, Rishi; Zhao, Zhiyuan; Rodriguez, Alexander; Meiyappan, Akilan; Omar, Shalina; Baccam, Prasith; Gurung, Heidi L.; Suchoski, Brad T.; Stage, Steve A.; Ajelli, Marco; Kummer, Allisandra G.; Litvinova, Maria; Ventura, Paulo C.; Wadsworth, Spencer; Niemi, Jarad; Carcelen, Erica; Hill, Alison L.; Loo, Sara L.; McKee, Clifton D.; Sato, Koji; Smith, Claire; Truelove, Shaun; Jung, Sung-mok; Lemaitre, Joseph C.; Lessler, Justin; McAndrew, Thomas; Ye, Wenxuan; Bosse, Nikos; Hlavacek, William S.; Lin, Yen Ting; Mallela, Abhishek; Gibson, Graham C.; Chen, Ye; Lamm, Shelby M.; Lee, Jaechoul; Posner, Richard G.; Perofsky, Amanda C.; Viboud, Cecile; Clemente, Leonardo; Lu, Fred; Meyer, Austin G.; Santillana, Mauricio; Chinazzi, Matteo; Davis, Jessica T.; Mu, Kunpeng; Pastore y Piontti, Ana; Vespignani, Alessandro; Xiong, Xinyue; Ben-Nun, Michal; Riley, Pete; Turtle, James; Hulme-Lowe, Chis; Jessa, Shakeel; Nagraj, V. P.; Turner, Stephen D.; Williams, Desiree; Basu, Avranil; Drake, John M.; Fox, Spencer J.; Suez, Ehsan; Cojocaru, Monica G.; Thommes, Edward W.; Cramer, Estee Y.; Gerding, Aaron; Stark, Ariane; Ray, Evan L.; Reich, Nicholas G.; Shandross, Li; Wattanachit, Nutcha; Wang, Yijin; Zorn, Martha W.; Al Aawar, Majd; Srivastava, Ajitesh; Meyers, Lauren A.; Adiga, Aniruddha; Hurt, Benjamin; Kaur, Gursharn; Lewis, Bryan L.; Marathe, Madhav; Venkatramanan, Srinivasan; Butler, Patrick; Farabow, Andrew; Ramakrishnan, Naren; Muralidhar, Nikhil; Reed, Carrie; Biggerstaff, Matthew; Borchering, Rebecca K.
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Citation Forecasting with Multi-Context Attention-Aided Dependency Modeling
err2024-04-12
err0
errOAAI
errJi, Taoran; Self, Nathan; Fu, Kaiqun; Chen, Zhiqian; Ramakrishnan, Naren; Lu, Chang-Tien
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Identifying geopolitical event precursors using attention-based LSTMs
err2022-10-31
err1
errOAAI
errHossain, K. S. M. Tozammel; Harutyunyan, Hrayr; Ning, Yue; Kennedy, Brendan; Ramakrishnan, Naren; Galstyan, Aram
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Distributed Rainwater Harvesting: Novel Approach to Rainwater Harvesting Systems for Single-Family Households
err2021-10-01
err4
PREAI
errSemaan, Mary; Day, Susan D.; Garvin, Michael; Ramakrishnan, Naren; Pearce, Annie
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Spatio-Temporal Event Forecasting Using Incremental Multi-Source Feature Learning
err2021-09-13
err10
errOAAI
errZhao, Liang; Gao, Yuyang; Ye, Jieping; Chen, Feng; Ye, Yanfang; Lu, Chang-Tien; Ramakrishnan, Naren
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Cut-n-Reveal: Time Series Segmentations with Explanations
err2020-07-28
err3
PREAI
errMuralidhar, Nikhil; Tabassum, Anika; Chen, Liangzhe; Chinthavali, Supriya; Ramakrishnan, Naren; Prakash, B. Aditya
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A Nonparametric Approach to Uncovering Connected Anomalies by Tree Shaped Priors
err2019-10-01
err11
PREAI
errWu, Nannan; Chen, Feng; Li, Jianxin; Huai, Jinpeng; Zhou, Baojian; Li, Bo; Ramakrishnan, Naren
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Collaborative efforts to forecast seasonal influenza in the United States, 2015-2016
err2019-01-24
err86
errOAAI
errMcGowan, Craig J.; Biggerstaff, Matthew; Johansson, Michael; Apfeldorf, Karyn M.; Ben-Nun, Michal; Brooks, Logan; Convertino, Matteo; Erraguntla, Madhav; Farrow, David C.; Freeze, John; Ghosh, Saurav; Hyun, Sangwon; Kandula, Sasikiran; Lega, Joceline; Liu, Yang; Michaud, Nicholas; Morita, Haruka; Niemi, Jarad; Ramakrishnan, Naren; Ray, Evan L.; Reich, Nicholas G.; Riley, Pete; Shaman, Jeffrey; Tibshirani, Ryan; Vespignani, Alessandro; Zhang, Qian; Reed, Carrie; Rosenfeld, Roni; Ulloa, Nehemias; Will, Katie; Turtle, James; Bacon, David; Riley, Steven; Yang, Wan
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Deep Reinforcement Learning for Sequence-to-Sequence Models
err2019-01-01
err119
errOAAI
errKeneshloo, Yaser; Shi, Tian; Ramakrishnan, Naren; Reddy, Chandan K.
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Results from the second year of a collaborative effort to forecast influenza seasons in the United States
err2018-09-01
err71
errOAAI
errBiggerstaff, Matthew; Johansson, Michael; Alper, David; Brooks, Logan C.; Chakraborty, Prithwish; Farrow, David C.; Hyun, Sangwon; Kandula, Sasikiran; McGowan, Craig; Ramakrishnan, Naren; Rosenfeld, Roni; Shaman, Jeffrey; Tibshirani, Rob; Tibshirani, Ryan J.; Vespignani, Alessandro; Yang, Wan; Zhang, Qian; Reed, Carrie
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Generating Realistic Synthetic Population Datasets
err2018-04-16
err11
errOAAI
errWu, Hao; Ning, Yue; Chakraborty, Prithwish; Vreeken, Jilles; Tatti, Nikolaj; Ramakrishnan, Naren
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Interactive Discovery of Coordinated Relationship Chains with Maximum Entropy Models
err2018-01-31
err12
errOAAI
errWu, Hao; Sun, Maoyuan; Mi, Peng; Tatti, Nikolaj; North, Chris; Ramakrishnan, Naren
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illiad: InteLLigent Invariant and Anomaly Detection in Cyber-Physical Systems
err2018-01-29
err11
PREAI
errMuralidhar, Nikhil; Wang, Chen; Self, Nathan; Momtazpour, Marjan; Nakayama, Kiyoshi; Sharma, Ratnesh; Ramakrishnan, Naren
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Spatial Event Forecasting in Social Media With Geographically Hierarchical Regularization
err2017-10-01
err14
PREAI
errZhao, Liang; Wang, Junxiang; Chen, Feng; Lu, Chang-Tien; Ramakrishnan, Naren
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Long-Span Program Behavior Modeling and Attack Detection
err2017-09-20
err23
errOAAI
errShu, Xiaokui; Yao, Danfeng (Daphne); Ramakrishnan, Naren; Jaeger, Trent
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