Dr. Murari Mandal
Assistant Professor, KIIT Bhubaneswar
Post-Doc, National University of Singapore (NUS)
![murarimandal.jpeg](/assets/img/murarimandal.jpeg?8cd3b5bf43df797b6f9508e512decf11)
101-H, Campus 14
KIIT Bhubaneswar
Odisha, India 751024
I am an Assistant Professor at the School of Computer Engineering, KIIT Bhubaneshwar. I lead the RespAI Lab where we work on the topics related to responsible AI, machine unlearning, data valuation, ethical use of large language models (LLMs) and diffusion models. My research work has been published in ICML, KDD, AAAI, ACM MM, CVPR. Check out my research group’s website here: RespAI Lab
Earlier, I was a Postdoctoral Research Fellow at National University of Singapore (NUS). I worked with Prof. Mohan Kankanhalli and Prof. Jussi Keppo in the School of Computing. Long time back, I graduated in 2011 with a Bachelors in Computer Science from BITS, Pilani.
Research Interests
- Regulatable AI
- Machine Unlearning
- Data Valuation
- Privacy and Security in AI
- Data Privacy and Data Synthesis
- Explaianable AI
News
May 20, 2024 | Preprint of “Multimodal Recommendation Unlearning” paper is available on Arxiv |
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May 10, 2024 | EcoVal Data Valuation Paper Accepted to KDD-2024, Barcelona. |
Feb 10, 2024 | Received the Google Cloud Education Grant for teaching Natural Language Processing at KIIT Bhubaneswar. [Grant Amount: INR 3,16,000] |
Nov 10, 2023 | Check out my ICML-2023 experience in this Linkedin post |
Nov 10, 2023 | Delivered a talk on Machine Unlearning at BITS Pilani, Pilani Campus. PPT |
Nov 10, 2023 | Delivered a talk on Machine Unlearning at BITS Pilani, Pilani Campus. Check the Slides here |
Oct 23, 2023 | Preprint of “Distill to Delete: Unlearning in Graph Networks with Knowledge Distillation” paper is available on Arxiv |
Sep 10, 2023 | Received 30 Lacs SERB-DST Start-up Research Grant (SRG) to further my work in the field of Machine Unlearning and AI Regulation |
Sep 10, 2023 | Serving as a Reviewer for ICLR 2024 |
Jun 10, 2023 | Received SERB-ITS Travel grant to present our paper in ICML-2023, Honolulu, Hawaii, USA |
May 25, 2023 | paper accepted in IEEE Transactions on Information Forensics and Security |
Apr 10, 2023 | 1 paper accepted in ICML 2023, Hawaii Convention Center, USA |
Apr 10, 2023 | Deep Regression Unlearning paper accepted in ICML 2023, Hawaii, USA |
Apr 01, 2023 | 1 paper accepted in IEEE Transactions on Neural Networks and Learning Systems |
Mar 05, 2023 | 1 paper accepted in IEEE Transactions on Information Forensics and Security |
Selected Publications
- Deep Regression UnlearningIn Proceedings of the 40th International Conference on Machine Learning , 23–29 jul 2023
- EcoVal: An Efficient Data Valuation Framework for Machine Learning23–29 jul 2024
- Can Bad Teaching Induce Forgetting? Unlearning in Deep Networks Using an Incompetent TeacherProceedings of the AAAI Conference on Artificial Intelligence, Jun 2023