Niloy Ganguly

26 papers at tracked venues · 12 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-3967-186X ↗Homepage ↗

Venues

ACL ×6 EMNLP ×4 NAACL ×4 AAAI ×2 SIGIR ×2 WSDM ×2 EACL ×1 ECAI ×1 ECML-PKDD ×1 ICLR ×1 IJCAI ×1 NeurIPS ×1

Frequent coauthors

Pawan Goyal

×9

Soumyadeep Roy

×7

Saptarshi Ghosh

×6

Subhendu Khatuya

×5

Paramita Koley

×4

Gunjan Balde

×4

Mainack Mondal

×4

Soham Poddar

×3

Janardan Misra

×3

Arijit Nag

×3

Soumen Chakrabarti

×3

Animesh Mukherjee

×3

Papers

Benchmarking the Energy Savings with Speculative Decoding Strategies
EACL 2026 ·
Rohit Dutta
,
Paramita Koley
,
Soham Poddar
,
Janardan Misra
,
Sanjay Podder
,
Naveen Balani
,
Saptarshi Ghosh
, Niloy Ganguly
Learning Faster with Better Tokens: Parameter-Efficient Vocabulary Adaptation for Specialized Text Summarization
ACL 2026 ·
Gunjan Balde
,
Soumyadeep Roy
,
Mainack Mondal
, Niloy Ganguly
Brevity is the soul of sustainability: Characterizing LLM response lengths
ACL 2025 ·
Soham Poddar
,
Paramita Koley
,
Janardan Misra
, Niloy Ganguly,
Saptarshi Ghosh
Building Trustworthy AI Models for Medicine: From Theory to Applications
WSDM 2025 ·
Soumyadeep Roy
,
Sowmya S. Sundaram
,
Dominik Wolff
, Niloy Ganguly
Disinformation and Misinformation in the Age of Generative AI
WSDM 2025 ·
Koustav Rudra
, Niloy Ganguly,
Jeanne Pia Mifsud Bonnici
,
Eric Müller-Budack
,
Ritumbra Manuvie
Efficient Continual Pre-training of LLMs for Low-resource Languages
NAACL 2025 ·
Arijit Nag
,
Soumen Chakrabarti
,
Animesh Mukherjee
, Niloy Ganguly
Evaluation of LLMs in Medical Text Summarization: The Role of Vocabulary Adaptation in High OOV Settings
ACL 2025 ·
Gunjan Balde
,
Soumyadeep Roy
,
Mainack Mondal
, Niloy Ganguly
ExPERT: Modeling Human Behavior Under External Stimuli Aware Personalized MTPP
AAAI 2025 ·
Subhendu Khatuya
,
Ritvik Vij
,
Paramita Koley
,
Samik Datta
, Niloy Ganguly
Introducing Spotlight: A Novel Approach for Generating Captivating Key Information from Documents
EMNLP 2025 ·
Ankan Mullick
,
Sombit Bose
,
Rounak Saha
,
Ayan Kumar Bhowmick
,
Aditya Vempaty
,
Prasenjit Dey
,
Ravi Kokku
,
Pawan Goyal
, Niloy Ganguly
LLM Meets Diffusion: A Hybrid Framework for Crystal Material Generation
NeurIPS 2025 ·
Subhojyoti Khastagir
,
Kishalay Das
,
Pawan Goyal
,
Seung-Cheol Lee
,
Satadeep Bhattacharjee
, Niloy Ganguly
Label-semantics Aware Generative Approach for Domain-Agnostic Multilabel Classification
ACL 2025 ·
Subhendu Khatuya
,
Shashwat Naidu
,
Saptarshi Ghosh
,
Pawan Goyal
, Niloy Ganguly
MutantPrompt: Prompt Optimization via Mutation Under a Budget on Modest-sized LMs
ACL 2025 ·
Arijit Nag
,
Animesh Mukherjee
, Niloy Ganguly,
Soumen Chakrabarti
Periodic Materials Generation using Text-Guided Joint Diffusion Model
ICLR 2025 ·
Kishalay Das
,
Subhojyoti Khastagir
,
Pawan Goyal
,
Seung-Cheol Lee
,
Satadeep Bhattacharjee
, Niloy Ganguly
Program of Thoughts for Financial Reasoning: Leveraging Dynamic In-Context Examples and Generative Retrieval
EMNLP 2025 ·
Subhendu Khatuya
,
Shashwat Naidu
,
Pawan Goyal
, Niloy Ganguly
Towards Sustainable NLP: Insights from Benchmarking Inference Energy in Large Language Models
NAACL 2025 ·
Soham Poddar
,
Paramita Koley
,
Janardan Misra
, Niloy Ganguly,
Saptarshi Ghosh
Adaptive BPE Tokenization for Enhanced Vocabulary Adaptation in Finetuning Pretrained Language Models
EMNLP 2024 ·
Gunjan Balde
,
Soumyadeep Roy
,
Mainack Mondal
, Niloy Ganguly
Beyond Accuracy: Investigating Error Types in GPT-4 Responses to USMLE Questions
SIGIR 2024 ·
Soumyadeep Roy
,
Aparup Khatua
,
Fatemeh Ghoochani
,
Uwe Hadler
,
Wolfgang Nejdl
, Niloy Ganguly
Cost-Performance Optimization for Processing Low-Resource Language Tasks Using Commercial LLMs
EMNLP 2024 ·
Arijit Nag
,
Animesh Mukherjee
, Niloy Ganguly,
Soumen Chakrabarti
IVP-VAE: Modeling EHR Time Series with Initial Value Problem Solvers
AAAI 2024 ·
Jingge Xiao
,
Leonie Basso
,
Wolfgang Nejdl
, Niloy Ganguly,
Sandipan Sikdar
Instruction-Guided Bullet Point Summarization of Long Financial Earnings Call Transcripts
SIGIR 2024 ·
Subhendu Khatuya
,
Koushiki Sinha
, Niloy Ganguly,
Saptarshi Ghosh
,
Pawan Goyal
MEDVOC: Vocabulary Adaptation for Fine-tuning Pre-trained Language Models on Medical Text Summarization
IJCAI 2024 ·
Gunjan Balde
,
Soumyadeep Roy
,
Mainack Mondal
, Niloy Ganguly
On The Persona-based Summarization of Domain-Specific Documents
ACL 2024 ·
Ankan Mullick
,
Sombit Bose
,
Rounak Saha
,
Ayan Kumar Bhowmick
,
Pawan Goyal
, Niloy Ganguly,
Prasenjit Dey
,
Ravi Kokku
Order-Based Pre-training Strategies for Procedural Text Understanding
NAACL 2024 ·
Abhilash Nandy
,
Yash Kulkarni
,
Pawan Goyal
, Niloy Ganguly
Parameter-Efficient Instruction Tuning of Large Language Models For Extreme Financial Numeral Labelling
NAACL 2024 ·
Subhendu Khatuya
,
Rajdeep Mukherjee
,
Akash Ghosh
,
Manjunath Hegde
,
Koustuv Dasgupta
, Niloy Ganguly,
Saptarshi Ghosh
,
Pawan Goyal
Self-SLAM: A Self-supervised Learning Based Annotation Method to Reduce Labeling Overhead
ECML-PKDD 2024 ·
Alfiya M. Shaikh
,
Hrithik Nambiar
,
Kshitish Ghate
,
Swarnali Banik
,
Sougata Sen
,
Surjya Ghosh
,
Vaskar Raychoudhury
, Niloy Ganguly,
Snehanshu Saha
Unlocking Efficiency: Adaptive Masking for Gene Transformer Models
ECAI 2024 ·
Soumyadeep Roy
,
Shamik Sural
, Niloy Ganguly