Nilesh Jain
11 papers · 2022–2025 · 9 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (17) π§ Keyword Pioneer π Conference Polyglot (9)
π
Renaissance Researcher
(5)
π
Century Club
(11)
β‘
Prolific Year
(5)
π
Trend Setter
Conferences
COLING (2)
NAACL (2)
ACML (1)
AUTOML (1)
ECCV (1)
EMNLP (1)
ICCV (1)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
neural architecture search
(5)
model compression
(5)
parameter-efficient fine-tuning
(3)
weight sharing
(2)
low-rank adapter
(2)
large language model
(2)
memory efficiency
(2)
low-rank adaptation
(2)
parameter efficient fine-tuning
(1)
evolutionary algorithm
(1)
recommendation system
(1)
inference efficiency
(1)
low-precision quantization
(1)
deep learning recommendation
(1)
genetic programming
(1)
embedding compression
(1)
zero-cost proxy
(1)
weight-sharing super-network
(1)
architecture scoring
(1)
network design space
(1)
Papers
Retri3D: 3D Neural Graphics Representation Retrieval
ICLR 2025
ContraGS: Codebook-Condensed and Trainable Gaussian Splatting for Fast, Memory-Efficient Reconstruction
ICCV 2025
Mamba-Shedder: Post-Transformer Compression for Efficient Selective Structured State Space Models
NAACL 2025
SQFT: Low-cost Model Adaptation in Low-precision Sparse Foundation Models
EMNLP 2024
Textual-Visual Logic Challenge: Understanding and Reasoning in Text-to-Image Generation
ECCV 2024
EFTNAS: Searching for Efficient Language Models in First-Order Weight-Reordered Super-Networks
COLING 2024
LoNAS: Elastic Low-Rank Adapters for Efficient Large Language Models
COLING 2024
Shears: Unstructured Sparsity with Neural Low-rank Adapter Search
NAACL 2024
Mem-Rec: Memory Efficient Recommendation System using Alternative Representation
ACML 2023
Automated Super-Network Generation for Scalable Neural Architecture Search
AUTOML 2022
EZNAS: Evolving Zero-Cost Proxies For Neural Architecture Scoring
NIPS 2022