Karish Grover

karish_profile.jpg

8013, Gates Hillman Center

Carnegie Mellon University

Pittsburgh, PA, 15217

Ph.D. MLD @ CMU | karishg@cs.cmu.edu

I am a Ph.D. student in the Machine Learning Department at Carnegie Mellon University, advised by Prof. Christos Faloutsos and Prof. Geoffrey J. Gordon.

Previously, I have interned at Amazon Science (AWS), Microsoft Research and LinkedIn AI. Prior to joining CMU, I graduated from IIIT Delhi (in June 2023), with a Bachelor’s in Computer Science and Artifical Intelligence. At IIIT, I was a member of the Laboratory for Computational Social Systems (LCS2), where I worked on my undergraduate thesis, advised by Dr. Tanmoy Chakraborty. I am always looking forward to working on cool projects. Hit me up, if you wish to collaborate!

Research Interests

  • Geometric Deep Learning
  • Graph Machine Learning
  • Non-Euclidean (Riemannian) ML
  • Foundational Representation Learning
  • Natural Language Processing

News

Feb 23, 2025 Paper accepted at ICLR 2025Spectro-Riemannian Graph Neural Networks. Work done during internship at Amazon.
May 20, 2024 Started my Applied Scientist internship at Amazon, Santa Clara, with Deep Graph Library team.
Feb 12, 2024 Paper accepted at ACM TheWebConf (WWW) 2024 – Dependency Aware Incident Linking in Large Cloud Systems.
Oct 27, 2023 Conferred with the Best Undergrad Thesis Award (Gold Medal) at IIIT Delhi.
🕰️ all news ...

Selected Publications

  1. ICLR
    Spectro-Riemannian Graph Neural Networks
    Karish Grover, Haiyang Yu, Xiang Song, Qi Zhu, and 3 more authors
    Thirteenth International Conference on Learning Representations 2025
  2. NeurIPS
    Public Wisdom Matters! Discourse-Aware Hyperbolic Fourier Co-Attention for Social-Text Classification
    Karish GroverPhaneendra Angara, Md. Shad Akhtar, and Tanmoy Chakraborty
    Proceedings of the Thirty-Sixth Annual Conference on Neural Information Processing Systems Sep 2022
  3. WWW
    Dependency Aware Incident Linking in Large Cloud Systems
    Supriyo Ghosh, Karish Grover, Jimmy Wong, Chetan Bansal, and 3 more authors
    Companion Proceedings of the ACM on Web Conference Sep 2024
  4. NAACL
    Multi-Relational Graph Transformer for Automatic Short Answer Grading
    Rajat Agarwal, Varun Khurana, Karish GroverMukesh Mohania, and 1 more author
    Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies Jul 2022