Debargha Ganguly

17 papers A* 1B 2Misc 2Journal 11Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Context Determines Optimal Architecture in Materials Segmentation.
CoRR
Mingjian Lu, Pawan K. Tripathi, Mark Shteyn, Debargha Ganguly, Roger H. French, Vipin Chaudhary, Yinghui Wu
2026 J jnl
Mid-Think: Training-Free Intermediate-Budget Reasoning via Token-Level Triggers.
CoRR
Wang Yang, Debargha Ganguly, Xinpeng Li, Chaoda Song, Shouren Wang, Vikash Singh, Vipin Chaudhary, Xiaotian Han
2026 J jnl
Toward Guarantees for Clinical Reasoning in Vision Language Models via Formal Verification.
CoRR
Vikash Singh, Debargha Ganguly, Haotian Yu, Chengwei Zhou, Prerna Singh, Brandon Lee, Vipin Chaudhary, Gourav Datta
2026 J jnl
Trust The Typical.
CoRR
Debargha Ganguly, Sreehari Sankar, Biyao Zhang, Vikash Singh, Kanan Gupta, Harshini Kavuru, Alan Luo, Weicong Chen, Warren R. Morningstar, Raghu Machiraju, Vipin Chaudhary
2025 J jnl
Efficient Fine-Grained GPU Performance Modeling for Distributed Deep Learning of LLM.
CoRR
Biyao Zhang, Mingkai Zheng, Debargha Ganguly, Xuecen Zhang, Vikash Singh, Vipin Chaudhary, Zhao Zhang
2025 Misc conf
Efficient Fine-Grained Gpu Performance Modeling for Distributed Deep Learning of Llm.
HiPC
Biyao Zhang, Mingkai Zheng, Debargha Ganguly, Xuecen Zhang, Vikash Singh, Vipin Chaudhary, Zhao Zhang
2025 A* conf
Forte : Finding Outliers with Representation Typicality Estimation.
ICLR
Debargha Ganguly, Warren Richard Morningstar, Andrew Seohwan Yu, Vipin Chaudhary
2025 J jnl
Grammars of Formal Uncertainty: When to Trust LLMs in Automated Reasoning Tasks.
CoRR
Debargha Ganguly, Vikash Singh, Sreehari Sankar, Biyao Zhang, Xuecen Zhang, Srinivasan Iyengar, Xiaotian Han, Amit Sharma, Shivkumar Kalyanaraman, Vipin Chaudhary
2025 Misc conf
K
HiPC
Weicong Chen, Vikash Singh, Zahra Rahmani, Debargha Ganguly, Mohsen Hariri, Vipin Chaudhary
2025 J jnl
K
CoRR
Weicong Chen, Vikash Singh, Zahra Rahmani, Debargha Ganguly, Mohsen Hariri, Vipin Chaudhary
2025 J jnl
LABELING COPILOT: A Deep Research Agent for Automated Data Curation in Computer Vision.
CoRR
Debargha Ganguly, Sumit Kumar, Ishwar B. Balappanawar, Weicong Chen, Shashank Kambhatla, Srinivasan Iyengar, Shivkumar Kalyanaraman, Ponnurangam Kumaraguru, Vipin Chaudhary
2025 B conf
Labeling Copilot: A Deep Research Agent for Automated Data Curation in Computer Vision.
IEEE Big Data
Debargha Ganguly, Sumit Kumar, Ishwar B. Balappanawar, Weicong Chen, Shashank Kambhatla, Srinivasan Iyengar, Shivkumar Kalyanaraman, Ponnurangam Kumaraguru, Vipin Chaudhary
2024 J jnl
Forte : Finding Outliers with Representation Typicality Estimation.
CoRR
Debargha Ganguly, Warren R. Morningstar, Andrew Seohwan Yu, Vipin Chaudhary
2024 J jnl
Proof of Thought : Neurosymbolic Program Synthesis allows Robust and Interpretable Reasoning.
CoRR
Debargha Ganguly, Srinivasan Iyengar, Vipin Chaudhary, Shivkumar Kalyanaraman
2024 — conf
Visual Concept Networks: A Graph-Based Approach to Detecting Anomalous Data in Deep Neural Networks.
ICPRAI (1)
Debargha Ganguly, Debayan Gupta, Vipin Chaudhary
2024 J jnl
Visual Concept Networks: A Graph-Based Approach to Detecting Anomalous Data in Deep Neural Networks.
CoRR
Debargha Ganguly, Debayan Gupta, Vipin Chaudhary
2023 B conf
Enhancing Scientific Image Classification through Multimodal Learning: Insights from Chest X-Ray and Atomic Force Microscopy Datasets.
IEEE Big Data
David C. Meshnick, Nahal Shahini, Debargha Ganguly, Yinghui Wu, Roger H. French, Vipin Chaudhary