Sumit Kumar Jha
Scholar

Sumit Kumar Jha

Google Scholar ID: 3kJbs98AAAAJ
University of Florida
Homepage↗Google Scholar↗
Citations & Impact
All-time
Citations
1,568
 
H-index
19
 
i10-index
44
 
Publications
20
 
Co-authors
0
 
Contact
Emailsumit.jha@ufl.edu
Publications
5 items
Verifiable Natural Language to Linear Temporal Logic Translation: A Benchmark Dataset and Evaluation Suite
2025
Cited
0
Circuit Partitioning Using Large Language Models for Quantum Compilation and Simulations
2025
Cited
0
Enhanced Penalty-based Bidirectional Reinforcement Learning Algorithms
2025
Cited
0
MORAL: A Multimodal Reinforcement Learning Framework for Decision Making in Autonomous Laboratories
2025
Cited
0
DML-RAM: Deep Multimodal Learning Framework for Robotic Arm Manipulation using Pre-trained Models
2025
Cited
0
Resume (English only)
Academic Achievements
  • 2025: Paper 'Grammar-Forced Translation of Natural Language to Temporal Logic using LLMs' accepted at ICML
  • 2025: Paper 'Metric-Driven Attributions for Vision Transformers' accepted at ICLR
  • 2025: Paper 'Explaining ViTs Using Information Flow' published at AISTATS
  • 2025: Paper 'LOGIC: Logic Synthesis for Digital In-Memory Computing' published in ACM TODAES
  • 2024: Papers 'Integrated Decision Gradients' (AAAI) and 'On the Design of Novel Attention Mechanism...' (DAC) accepted
  • 2021–2022: Multiple papers on neural stochastic differential equations and explainable AI published at IJCAI and AAAI
  • Developed 'ExplainIt!' tool for robust DNN attributions (IJCAI Demo Track, 2022)
  • Total of 65 publications listed on website
Co-authors
0 total
Co-authors: 0 (list not available)