cv
Basics
| Name | Kartik Sharma |
| Label | Ph.D. student |
| ksartik@gatech.edu | |
| Phone | (470) 437-2059 |
| Url | https://ksartik.github.io/ |
Work
- 2023.05 - 2023.08
Research Intern
Visa Research
Developed a plug-and-play method to classify nodes using a personalized scope of its local neighborhood. Experiments show improved robustness, interpretability, and heterophily performance (submitted to ICML 2024).
- Interpretability
- Graph Neural Networks
- 2018.09 - 2021.07
Founding Member
Tensor Dynamics Pvt. Ltd.
Developed initial code-base for a green-tech startup to provide reliable solar energy forecasts. Forecasting models deployed by Load Dispatch Centre to monitor over 20 solar stations across India
- Forecasting
- Renewable Energy
Education
Awards
- 2021.10
Suresh Chandra Memorial Trust Award
Indian Institute of Technology, Delhi
Best undergraduate thesis in the CSE department
- 2019.09
Summer Undergraduate Research Award
Indian Institute of Technology, Delhi
Credible research in the summers
Interests
| Reliability and alignment measurement | |
| Adversarial Robustness | |
| Structural Alignment |
| Reliable and interpretable predictive modeling | |
| Structure-inspired self-interpretable models | |
| Robust training schemes |
| User-controllable generation | |
| Graph Generation under convex constraints | |
| Controllable text generation |
References
| Prof. Srijan Kumar | |
| Assistant Professor, Georgia Tech |
| Dr. Rakshit Trivedi | |
| Postdoctoral Associate, MIT |
| Prof. Sayan Ranu | |
| Associate Professor, IIT Delhi |
| Prof. Sourav Medya | |
| Assistant Professor, UIC |