NR
Naren Ramakrishnan
cs.LGcs.AIcs.CLcs.SIstat.MLcs.IRcs.CYcs.DBAlgorithmsModels, Biological
On Valency
published · living versionsW_gupj3vwm·v1 · currentpublished
'Beating the news' with EMBERS: Forecasting Civil Unrest using Open Source Indicators
with Patrick Butler, Sathappan Muthiah, Nathan Self, Rupinder Khandpur +25
1 version
Preprints & journals
142 papers in the corpus · 2004–2026RAG without Forgetting: Continual Query-Infused Key Memory.42820143 · Hu, Yuntong, Li, Sha, Ramakrishnan, Naren et al.2026 · 0 citationsProceedings of machine learning research. 2026;306:45247-45271
IUU+DB: Tracking Illegal, Unreported, and Unregulated Fishing, Seafood Fraud, and Labor Abuse through LLM-driven Information Extraction2606.18181v3 · Henry Bodwell, Hong Yang, John C. Simeone et al.2026 · 0 citationsarXiv
Adaptive Graph-of-Islands Evolution for Automatic Feature Engineering with LLMs2607.23286v2 · Sha Li, Naren Ramakrishnan2026 · 0 citationsarXiv
Demystify, Use, Reflect, Assess (DURA): An Experience Report on LLM Integration in CS22606.30908v1 · Margaret Ellis, Nikitha Donekal Chandrashekar, Sehrish Basir Nizamani et al.2026 · 0 citationsarXiv
Evaluation of FluSight influenza forecasting in the 2021-22 and 2022-23 seasons with a new target laboratory-confirmed influenza hospitalizations.38168429 · Mathis, Sarabeth M, Webber, Alexander E, León, Tomás M et al.2026 · 7 citationsmedRxiv : the preprint server for health sciences. 2023
LLM-ACES: Closed-Loop Discovery of Dynamical Systems with LLM-Guided Adaptive Search2606.25039v1 · Nikhil Abhyankar, Sha Li, Sanchit Kabra et al.2026 · 0 citationsarXiv
Experience as a Compass: Multi-agent RAG with Evolving Orchestration and Agent Prompts2604.00901v2 · Sha Li, Naren Ramakrishnan2026 · 0 citationsarXiv
An Invariant Compiler for Neural ODEs in AI-Accelerated Scientific Simulation2603.23861v1 · Fangzhou Yu, Yiqi Su, Ray Lee et al.2026 · 0 citationsarXiv
HouseTS: A Large-Scale, Multimodal Spatiotemporal U.S. Housing Dataset and Benchmark2506.00765v2 · Shengkun Wang, Yanshen Sun, Fanglan Chen et al.2025 · 0 citationsarXiv
RAG without Forgetting: Continual Query-Infused Key Memory2602.05152v1 · Yuntong Hu, Sha Li, Naren Ramakrishnan et al.2026 · 0 citationsarXiv
Exploring LLMs for Scientific Information Extraction Using The SciEx Framework2512.10004v2 · Sha Li, Ayush Sadekar, Nathan Self et al.2025 · 1 citationarXiv
Utilizing Metadata for Better Retrieval-Augmented Generation2601.11863v1 · Raquib Bin Yousuf, Shengzhe Xu, Mandar Sharma et al.2026 · 1 citationarXiv
Hindsight is 20/20: Building Agent Memory that Retains, Recalls, and Reflects2512.12818v1 · Chris Latimer, Nicol'o Boschi, Andrew Neeser et al.2025 · 0 citationsarXiv
Optimizing Product Provenance Verification using Data Valuation Methods2502.15177v3 · Raquib Bin Yousuf, Hoang Anh Just, Shengzhe Xu et al.2025 · 0 citationsarXiv
Demystify, Use, Reflect: Preparing students to be informed LLM-users2511.11764v1 · Nikitha Donekal Chandrashekar, Sehrish Basir Nizamani, Margaret Ellis et al.2025 · 1 citationarXiv
DMWM: Dual-Mind World Model with Long-Term Imagination2502.07591v2 · Lingyi Wang, Rashed Shelim, Walid Saad et al.2025 · 0 citationsarXiv
A Theoretically-Grounded Codebook for Digital Semantic Communications2510.07108v2 · Lingyi Wang, Rashed Shelim, Walid Saad et al.2025 · 0 citationsarXiv
Can an LLM Induce a Graph? Investigating Memory Drift and Context Length2510.03611v1 · Raquib Bin Yousuf, Aadyant Khatri, Shengzhe Xu et al.2025 · 0 citationsarXiv
World Model-Based Learning for Long-Term Age of Information Minimization in Vehicular Networks2505.01712v2 · Lingyi Wang, Rashed Shelim, Walid Saad et al.2025 · 2 citationsarXiv
Understanding the Role of Medical Experts during a Public Health Crisis Digital Tools and Library Resources for Research on the 1918 Spanish Influenza.26413580 · Ewing, E Thomas, Gad, Samah, Ramakrishnan, Naren et al.2025 · 2 citationsProceedings : ... IEEE International Conference on Big Data. IEEE International Conference on Big Data. 2014;2014:39-46
Combating trade in illegal wood and forest products with machine learning.39854530 · Datta, Debanjan, Simeone, John C, Meadows, Amelia et al.2025 · 4 citationsPloS one. 2025;20(1):e0311982
A probabilistic approach to estimating timber harvest location.39835343 · Truszkowski, Jakub, Maor, Roi, Yousuf, Raquib Bin et al.2025 · 5 citationsEcological applications : a publication of the Ecological Society of America. 2025;35(1):e3077
Oreo: A Plug-in Context Reconstructor to Enhance Retrieval-Augmented Generation2502.13019v3 · Sha Li, Naren Ramakrishnan2025 · 2 citationsarXiv
Let the Noise Speak: Harnessing Noise for a Unified Defense Against Adversarial and Backdoor Attacks2406.13073v2 · Md Hasan Shahriar, Ning Wang, Naren Ramakrishnan et al.2024 · 0 citationsarXiv
Why LLMs Are Bad at Synthetic Table Generation (and what to do about it)2406.14541v3 · Shengzhe Xu, Cho-Ting Lee, Mandar Sharma et al.2024 · 1 citationarXiv
QuOTE: Question-Oriented Text Embeddings2502.10976v1 · Andrew Neeser, Kaylen Latimer, Aadyant Khatri et al.2025 · 1 citationarXiv
LLM Augmentations to support Analytical Reasoning over Multiple Documents2411.16116v1 · Raquib Bin Yousuf, Nicholas Defelice, Mandar Sharma et al.2024 · 4 citationsarXiv
Steering LLM Summarization with Visual Workspaces for Sensemaking2409.17289v1 · Xuxin Tang, Eric Krokos, Can Liu et al.2024 · 1 citationarXiv
Laying Anchors: Semantically Priming Numerals in Language Modeling2404.01536v2 · Mandar Sharma, Rutuja Murlidhar Taware, Pravesh Koirala et al.2024 · 1 citationarXiv
Fast Geometric Learning of MIMO Signal Detection over Grassmannian Manifolds2406.10453v6 · Rashed Shelim, Walid Saad, Naren Ramakrishnan2024 · 2 citationsarXiv
Title evaluation of FluSight influenza forecasting in the 2021-22 and 2022-23 seasons with a new target laboratory-confirmed influenza hospitalizations.39060259 · Mathis, Sarabeth M, Webber, Alexander E, León, Tomás M et al.2024 · 64 citationsNature communications. 2024;15(1):6289
Information Guided Regularization for Fine-tuning Language Models2406.14005v2 · Mandar Sharma, Nikhil Muralidhar, Shengzhe Xu et al.2024 · 0 citationsarXiv
Innovations in Neural Data-to-text Generation: A Survey2207.12571v3 · Mandar Sharma, Ajay Gogineni, Naren Ramakrishnan2022 · 2 citationsarXiv
Large Multi-Modal Models (LMMs) as Universal Foundation Models for AI-Native Wireless Systems2402.01748v2 · Shengzhe Xu, Christo Kurisummoottil Thomas, Omar Hashash et al.2024 · 46 citationsarXiv
Learning Non-linguistic Skills without Sacrificing Linguistic Proficiency2305.08246v1 · Mandar Sharma, Nikhil Muralidhar, Naren Ramakrishnan2023 · 0 citationsarXiv
SWITCHES: Searchable Web Interface for Topologies of CHEmical Switches.33459764 · HarshaRani, G V, Moza, S, Ramakrishnan, N et al.2023 · 0 citationsBioinformatics (Oxford, England). 2021;37(16):2504-2505
Using sensitivity analyses to understand bistable system behavior.37024783 · Sreedharan, Vandana, Bhalla, Upinder S, Ramakrishnan, Naren2023 · 2 citationsBMC bioinformatics. 2023;24(1):136
EINNs: Epidemiologically-informed Neural Networks2202.10446v2 · Alexander Rodr'iguez, Jiaming Cui, Naren Ramakrishnan et al.2022 · 34 citationsarXiv
Identifying geopolitical event precursors using attention-based LSTMs.36388399 · Hossain, K S M Tozammel, Harutyunyan, Hrayr, Ning, Yue et al.2022 · 4 citationsFrontiers in artificial intelligence. 2022;5:893875
Overcoming Barriers to Skill Injection in Language Modeling: Case Study in Arithmetic2211.02098v1 · Mandar Sharma, Nikhil Muralidhar, Naren Ramakrishnan2022 · 1 citationarXiv
Detecting Irregular Network Activity with Adversarial Learning and Expert Feedback2210.02841v2 · Gopikrishna Rathinavel, Nikhil Muralidhar, Timothy O'Shea et al.2022 · 1 citationarXiv
Memetic algorithms for Spatial Partitioning problems2208.02867v1 · Subhodip Biswas, Fanglan Chen, Zhiqian Chen et al.2022 · 5 citationsarXiv
Scrutinizing Shipment Records To Thwart Illegal Timber Trade2208.00493v1 · Debanjan Datta, Sathappan Muthiah, John Simeone et al.2022 · 1 citationarXiv
Lessons from Deep Learning applied to Scholarly Information Extraction: What Works, What Doesn't, and Future Directions2207.04029v1 · Raquib Bin Yousuf, Subhodip Biswas, Kulendra Kumar Kaushal et al.2022 · 2 citationsarXiv
Framing Algorithmic Recourse for Anomaly Detection2206.14384v1 · Debanjan Datta, Feng Chen, Naren Ramakrishnan2022 · 4 citationsarXiv
Sampling-based techniques for designing school boundaries2206.03703v1 · Subhodip Biswas, Fanglan Chen, Zhiqian Chen et al.2022 · 0 citationsarXiv
Improving Zero-Shot Event Extraction via Sentence Simplification2204.02531v1 · Sneha Mehta, Huzefa Rangwala, Naren Ramakrishnan2022 · 3 citationsarXiv
Contrastive Graph Convolutional Networks for Hardware Trojan Detection in Third Party IP Cores2203.02095v1 · Nikhil Muralidhar, Abdullah Zubair, Nathanael Weidler et al.2022 · 35 citationsIEEE International Symposium on Hardware Oriented Security and Trust (HOST), 2021, pp. 181-191
Racism is a Virus: Anti-Asian Hate and Counterspeech in Social Media during the COVID-19 Crisis2005.12423v2 · Bing He, Caleb Ziems, Sandeep Soni et al.2020 · 20 citationsarXiv
Deep diffusion-based forecasting of COVID-19 by incorporating network-level mobility information2111.05199v1 · Padmaksha Roy, Shailik Sarkar, Subhodip Biswas et al.2021 · 5 citationsPublished as conference paper at ASONAM 2021, Research Track
Career total: 585 works. 142 are in this corpus.Showing the 50 most recent.
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