Scholar
Aditya Balu
Google Scholar ID: GNuXi6oAAAAJ
Iowa State University
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Citations & Impact
All-time
Citations
1,451
H-index
18
i10-index
33
Publications
20
Co-authors
13
list available
Contact
Email
baditya@iastate.edu
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Publications
22 items
Lighting-aware Unified Model for Instance Segmentation
2026
Cited
0
COOPO: Cyclic Offline-Online Policy Optimization Algorithm
2026
Cited
0
TabQL: In-Context Q-Learning with Tabular Foundation Models
2026
Cited
0
ADKO: Agentic Decentralized Knowledge Optimization
2026
Cited
0
Artifact Removal and Image Restoration in AFM:A Structured Mask-Guided Directional Inpainting Approach
2026
Cited
0
Trustworthy LLM-Mediated Communication: Evaluating Information Fidelity in LLM as a Communicator (LAAC) Framework in Multiple Application Domains
2025
Cited
0
In-Context Adaptation of VLMs for Few-Shot Cell Detection in Optical Microscopy
2025
Cited
0
Balancing Utility and Privacy: Dynamically Private SGD with Random Projection
2025
Cited
0
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Academic Achievements
Over 1500 citations and an h-index of 18 on Google Scholar
Paper “DIMAT: Decentralized Iterative Merging-and-Training for Deep Learning Models” accepted to CVPR 2024
Paper “Neural PDE Solvers for Irregular Domains” accepted to Computer-Aided Design journal
NSF EAGER award ($200,000) for “LLM-Powered Framework for G-Code Comprehension and Retrieval”
New NSF grant on “AI-enabled Atomic Force Microscopy”
Finalist in NSF NAMRC Bluesky Manufacturing Competition for work on “Conversational AI as a game-changer in manufacturing”
Co-authored NeurIPS 2024 paper “Slice-100K: A multimodal dataset for extrusion-based 3D printing”
Co-authors
5 total
Soumik Sarkar
Director, Translational AI Center, Professor, Iowa State University
Adarsh Krishnamurthy
Iowa State University
Chinmay Hegde
New York University
Zhanhong Jiang
Scientist at TrAC
Sharath Chandra Guntuku
University of Pennsylvania