Koyel Mukherjee
6 papers · 2023–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (5) π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (22)
π₯
Mega-Team
(34)
Conferences
EMNLP (2)
ACL (1)
ICML (1)
NAACL (1)
NSDI (1)
Top co-authors
Keywords
inference latency
(2)
concept drift
(1)
active learning
(1)
multi-task learning
(1)
few-shot learning
(1)
in-context learning
(1)
cross-lingual transfer
(1)
question answering
(1)
distributed learning
(1)
text-to-image generation
(1)
informative sampling
(1)
low-resource language
(1)
diffusion model
(1)
adaptive optimization
(1)
data selection
(1)
inference optimization
(1)
inference efficiency
(1)
layer skipping
(1)
latency reduction
(1)
constrained decoding
(1)
Papers
From Selection to Generation: A Survey of LLM-based Active Learning
ACL 2025
TTD-SQL: Tree-Guided Token Decoding for Efficient and Schema-Aware SQL Generation
EMNLP 2025
FiRST: Finetuning Router-Selective Transformers for Input-Adaptive Latency Reduction
EMNLP 2025
PromptRefine: Enhancing Few-Shot Performance on Low-Resource Indic Languages with Example Selection from related Example Banks
NAACL 2025
Approximate Caching for Efficiently Serving Text-to-Image Diffusion Models
NSDI 2024
Flash: Concept Drift Adaptation in Federated Learning
ICML 2023