Manali Sharma

Researcher, Samsung Semiconductor

Joined

November 2021

Names

Manali Sharma (Preferred)

Emails

****@hawk.iit.edu (Confirmed)

,

****@samsung.com (Confirmed)

,

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Researcher

Samsung Semiconductor (samsung.com)

2017 – Present

Advisors, Relations & Conflicts

PhD Advisor

2011 – 2017

Expertise

LLMs and generative models

2018 – Present

Deep learning

2017 – Present

Active learning

2011 – 2017

Publications

PatentVision: A multimodal method for drafting patent applications
Ruo Yang, Sai Krishna Reddy Mudhiganti, Manali Sharma
- CoRR 2025
- Readers: Everyone
Patentformer: A demonstration of AI-assisted automated patent drafting
Sai Krishna Reddy Mudhiganti, Juanyan Wang, Ruo Yang, Manali Sharma
- CoRR 2025
- Readers: Everyone
Allusive Adversarial Examples via Latent Space in Multimodal Large Language Models
Sijia Xie, Hengyu Liu, Manali Sharma, Ruo Yang, Ning Luo
- Submitted to ICLR 2026
- Readers: Everyone
Practical, Generalizable and Robust Backdoor Attacks on Text-to-Image Diffusion Models
Haoran Dai, Jiawen Wang, Ruo Yang, Manali Sharma, Zhonghao Liao, Yuan Hong, Binghui Wang
- CoRR 2025
- Readers: Everyone
Patentformer: A Novel Method to Automate the Generation of Patent Applications
Manali Sharma, Juanyan Wang, Sai Krishna Reddy Mudhiganti
- EMNLP
- Readers: Everyone
Patentformer: A Novel Method to Automate the Generation of Patent Applications
Juanyan Wang, Sai Mudhiganti, Manali Sharma
- EMNLP (Industry Track) 2024
- Readers: Everyone
Ranking-Constrained Learning with Rationales for Text Classification
Juanyan Wang, Manali Sharma, Mustafa Bilgic
- 2022 (modified: 12 Nov 2022)
- ACL (Findings) 2022
- Readers: Everyone
Learning with rationales for document classification
Manali Sharma, Mustafa Bilgic
- 2018 (modified: 12 Nov 2022)
- Mach. Learn. 2018
- Readers: Everyone
ASK-the-Expert: Active Learning Based Knowledge Discovery Using the Expert
Kamalika Das, Ilya Avrekh, Bryan L. Matthews, Manali Sharma, Nikunj C. Oza
- 2017 (modified: 27 Sept 2021)
- ECML/PKDD (3) 2017
- Readers: Everyone
Evidence-based uncertainty sampling for active learning
Manali Sharma, Mustafa Bilgic
- 2017 (modified: 12 Nov 2022)
- Data Min. Knowl. Discov. 2017
- Readers: Everyone

View all 14 publications

Co-Authors