Ashish Sirasao
7 papers · 2023–2026 · 7 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (6) π Cross-Pollinator (10) πΊοΈ Taxonomy Completionist (17)
π£
Hot Topic Early Bird
Conferences
AAAI (1)
COLING (1)
EACL (1)
EMNLP (1)
ICCV (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
model compression
(4)
model pruning
(2)
vision transformer
(2)
efficient inference
(1)
neural network optimization
(1)
synthetic data generation
(1)
gradient optimization
(1)
diffusion model
(1)
convolutional neural network
(1)
language model
(1)
synthetic datum
(1)
low-rank adaptation
(1)
inference optimization
(1)
pre-trained language model
(1)
one-shot pruning
(1)
kv cache
(1)
masked autoencoder
(1)
progressive training
(1)
long context
(1)
subnet search
(1)
Papers
KV Pareto: Systems-Level Optimization of KV Cache and Model Compression for Long Context Inference
EACL 2026
Enhancing One-Shot Pruned Pre-trained Language Models through Sparse-Dense-Sparse Mechanism
COLING 2025
Recover-LoRA: Data-Free Accuracy Recovery of Degraded Language Models via Low-Rank Adaptation
EMNLP 2025
DiP-GO: A Diffusion Pruner via Few-step Gradient Optimization
NIPS 2024
Enhancing Vision Transformer: Amplifying Non-Linearity in Feedforward Network Module
ICML 2024
UPDP: A Unified Progressive Depth Pruner for CNN and Vision Transformer
AAAI 2024
FDViT: Improve the Hierarchical Architecture of Vision Transformer
ICCV 2023