Shiv Kumar Saini
4 papers · 2024–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (15) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
AAAI (1)
EMNLP (1)
NSDI (1)
UAI (1)
Top co-authors
Keywords
unsupervised learning
(1)
anomaly detection
(1)
game theory
(1)
feature selection
(1)
text-to-image generation
(1)
diffusion model
(1)
data quality
(1)
cooperative game
(1)
inference optimization
(1)
tabular datum
(1)
inference efficiency
(1)
latency reduction
(1)
constrained decoding
(1)
inference latency
(1)
autoregressive decoding
(1)
shapley value
(1)
grammar-guided generation
(1)
token decoding
(1)
schema hallucination
(1)
approximate caching
(1)
Papers
Tab-Shapley: Identifying Top-k Tabular Data Quality Insights
AAAI 2025
TTD-SQL: Tree-Guided Token Decoding for Efficient and Schema-Aware SQL Generation
EMNLP 2025
Root Cause Analysis of Failures from Partial Causal Structures
UAI 2025
Approximate Caching for Efficiently Serving Text-to-Image Diffusion Models
NSDI 2024