Niloy Ganguly

Full Professor, CSE, Indian Institute of Technology Kharagpur,

Joined

July 2019

Names

Niloy Ganguly

Emails

****@cse.iitkgp.ernet.in (Confirmed)

****@cse.iitkgp.ac.in (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Full Professor

CSE, Indian Institute of Technology Kharagpur, (iitkgp.ac.in)

2014 – Present

Advisors, Relations & Conflicts

PhD Advisee

Animesh Mukherjee

Present

Expertise

Social Network Analysis

1910 – 1921

Publications

Latent Diffusion Pretraining for Crystal Property Prediction
Shrimon Mukherjee, KISHALAY DAS, Partha Basuchowdhuri, Pawan Goyal, Niloy Ganguly
- AI4Mat-ICLR-2026 Poster
- Readers: Everyone
Latent Diffusion Pretraining for Crystal Property Prediction
Shrimon Mukherjee, KISHALAY DAS, Partha Basuchowdhuri, Pawan Goyal, Niloy Ganguly
- Submitted to ICLR 2026
- Readers: Everyone
POLLINATOR: OPTIMAL MATCHMAKING IN AN INTELLIGENCE MARKETPLACE
Subhendu Khatuya, Samik Datta, Sachish Singla, Pawan Goyal, Niloy Ganguly
- Submitted to ICLR 2026
- Readers: Everyone
LLM Meets Diffusion: A Hybrid Framework for Crystal Material Generation
Subhojyoti Khastagir, KISHALAY DAS, Pawan Goyal, Seung-Cheol Lee, Satadeep Bhattacharjee, Niloy Ganguly
- NeurIPS 2025 poster
- Readers: Everyone
CrysLDM: Latent Diffusion Model for Crystal Material Generation
Subhojyoti Khastagir, KISHALAY DAS, Pawan Goyal, Seung-Cheol Lee, Satadeep Bhattacharjee, Niloy Ganguly
- AI4MAT-ICLR-2025 Poster
- Readers: Everyone
Periodic Materials Generation using Text-Guided Joint Diffusion Model
KISHALAY DAS, Subhojyoti Khastagir, Pawan Goyal, Seung-Cheol Lee, Satadeep Bhattacharjee, Niloy Ganguly
- ICLR 2025 Poster
- Readers: Everyone
Question Answering over Electronic Devices: A New Benchmark Dataset and a Multi-Task Learning based QA Framework
Abhilash Nandy, Soumya Sharma, Shubham Maddhashiya, Kapil Sachdeva, Pawan Goyal, Niloy Ganguly
- 20 Feb 2024
- OpenReview Archive Direct Upload
- Readers: Everyone
CLMSM: A Multi-Task Learning Framework for Pre-training on Procedural Text
Abhilash Nandy, Manav Nitin Kapadnis, Pawan Goyal, Niloy Ganguly
- 20 Feb 2024
- OpenReview Archive Direct Upload
- Readers: Everyone
***FastDoc***: Domain-Specific Fast Continual Pre-training Technique using Document-Level Metadata and Taxonomy
Abhilash Nandy, Manav Nitin Kapadnis, Sohan Patnaik, Yash Parag Butala, Pawan Goyal, Niloy Ganguly
- Accepted by TMLR
- Readers: Everyone
$\textbf{\emph{CLMSM}}$: A Multi-Task Learning Framework for Pre-training on Procedural Text
Abhilash Nandy, Manav Nitin Kapadnis, Pawan Goyal, Niloy Ganguly
- EMNLP 2023 Findings
- Readers: Everyone

View all 42 publications

Co-Authors

View all 79 co-authors