Scholar
Krishna Sri Ipsit Mantri
Google Scholar ID: mcCbkLYAAAAJ
University of Bonn
Generative Modeling
Machine Learning
Deep Learning
Discrete Optimization
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Citations & Impact
All-time
Citations
44
H-index
4
i10-index
0
Publications
14
Co-authors
3
list available
Contact
Email
kmantri@uni-bonn.de
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Publications
5 items
Towards Improved Sentence Representations using Token Graphs
2026
Cited
0
Revisiting Node Affinity Prediction in Temporal Graphs
2025
Cited
0
FLASH: Flexible Learning of Adaptive Sampling from History in Temporal Graph Neural Networks
2025
Cited
0
DiTASK: Multi-Task Fine-Tuning with Diffeomorphic Transformations
2025
Cited
0
OptiChat: Bridging Optimization Models and Practitioners with Large Language Models
2025
Cited
0
Resume (English only)
Academic Achievements
- Paper 'DiTASK: Multi-Task Fine-Tuning with Diffeomorphic Transformations' accepted to CVPR 2025
- Paper 'DiGRAF: Diffeomorphic Graph-Adaptive Activation Function' accepted to NeurIPS 2024
- Paper 'Rethinking Fine-tuning Through Geometric Perspective' accepted to NeurIPS 2024 UniReps Workshop
- Paper accepted to ICML 2023 Workshop on Generative AI and Law (Genlaw’23)
- Multiple papers accepted at CVPR 2023 Workshops
- Poster 'Gastrointestinal Disease Detection using Transformer-Based Image Segmentation' accepted for MIT-MGB AI Cures Conference 2023
- First publication at WSDM 2023
Research Experience
- Doctoral Researcher in Prof. Zorah Lähner's Geometry in ML group
- Research Intern at Ben-Gurion University of the Negev, Advisor: Prof. Chaim Baskin (June 2025)
- Research Intern at Sony AI, Tokyo (Summer 2024)
- Research Intern at Texas Instruments (July 2022)
- Worked on temporal graph learning at INSIGHT Lab
Education
- PhD: University of Bonn & Lamarr Institute, Advisor: Prof. Zorah Lähner (2025-present)
- MS: Purdue University, Department of Computer Science, Advisor: Prof. Bruno Ribeiro (2023-2025)
- BS: IIT Bombay, Electrical Engineering (2018-2022)
Background
Research interests include graph representation learning and analysis of latent spaces. Completed an MS degree from Purdue Computer Science, where he did his thesis with Prof. Bruno Ribeiro.
Miscellany
Enjoys hiking, hiked Mount Fuji in Japan.
Co-authors
3 total
Sayan Ranu
IIT Delhi
Abir De
Assistant Professor, CSE, IIT Bombay
Pritish Chakraborty
Indian Institute of Technology, Bombay
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