Author

Gnaneswar Villuri

Observed name: Villuri, Gnaneswar

Observed institution: Stony Brook University

ORCID: 0009-0006-5929-1377

Observed ORCID: 0009-0006-5929-1377

OpenAlex ID: A5114592765

A Stacked Multi-Layered Perceptron - LLM Model for Extracting the Relations in Textual Descriptions

2025 · Gnaneswar Villuri, Hashmath Shaik, et al. · IEEE Symposium on Computational Intelligence in Natural Language Processing and Social Media (CI-NLPSoMe) · 5

Embrace LLM-Based Cognitive Architecture to Boost Team Problem-Solving in Open-Ended Tasks

2026 · Hashmath Shaik, Gnaneswar Villuri, et al. · Systems · 3

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Concept Combinations with Generator and Validator Agents Prompted Using Insights from Concept Networks

2026 · Hashmath Shaik, Gnaneswar Villuri, et al. · Studies in computational intelligence · 2

Using Speech Data to Automatically Characterize Team Effectiveness to Optimize Power Distribution in Internet-of-Things Applications

2024 · Gnaneswar Villuri, Alex Doboli · IEEE Conference on Information Technology and Data Science (CITDS) · 2

Dynamic Adaptation of the LLM Context for Generating Routines with Coupled Semantics

2026 · Gnaneswar Villuri, Hashmath Shaik, et al. · Lecture notes in computer science · 1

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Ask, Code, Review: A Three-Module Framework for AI in Programming Labs

2026 · Gnaneswar Villuri, Hashmath Shaik, et al. · ACM Conference on Innovation and Technology in Computer Science Education (ITiCSE) · 1

Two Large Language Model-based Methods to Validate Open-Ended Problem Solving in Teams

2025 · Hashmath Shaik, Gnaneswar Villuri, et al. · International Conference on Foundation and Large Language Models (FLLM) · 1

An Overview of Large Language Models and a Novel, Large Language Model-Based Cognitive Architecture for Solving Open-Ended Problems

2025 · Hashmath Shaik, Gnaneswar Villuri, et al. · Machine Learning and Knowledge Extraction · 1

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Towards Semantic Classification: An Experimental Study on Automated Understanding of the Meaning of Verbal Utterances

2025 · Gnaneswar Villuri, Alex Doboli, et al. · IEEE Annual Computing and Communication Workshop and Conference (CCWC) · 1

An Overview and Discussion of the Suitability of Existing Speech Datasets to Train Machine Learning Models for Collective Problem Solving

2024 · Villuri, Gnaneswar, Doboli, Alex · arXiv (Cornell University) · 1

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Automatically Understanding Human Behavior for IoT Applications with Optimized Human-in-the-Loop Control

2024 · Himavanth Reddy Pallapu, Gnaneswar Villuri, et al. · International Conference on Synthesis, Modeling, Analysis and Simulation Methods and Applications to Circuit Design · 1

Will the Judge Flip? Predicting Position-Sensitive LLM Judgments from Residual Stream Activations

2026 · Shaik, Hashmath, Villuri, Gnaneswar, et al. · arXiv (Cornell University)

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When Do Internal Probes Beat Reading the Answer? Miscalibrated Readouts and Behavior-Concealed Knowledge in Language Models

2026 · Villuri, Gnaneswar, Shaik, Hashmath, et al. · arXiv (Cornell University)

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The First Token Is Not the Verdict: Hidden Costs of Reading LLM Judges Without Generating

2026 · Villuri, Gnaneswar, Shaik, Hashmath, et al. · arXiv (Cornell University)

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Open-Ended LLM Problem Solving: Structured Scaffolding for Concept Combination, Agentic Control, and Cross-Coupled Symbolic Tasks

2026 · Hashmath Shaik, Gnaneswar Villuri, et al. · IEEE Conference on Information Technology and Data Science (CITDS)

Hierarchical Structured Abstraction as an Inductive Bias for Out-Of-Distribution Generalisation