Mahashweta Das
6 papers · 2023–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(24)
Venues
Top co-authors
Research topics
Artificial Intelligence
(5)
Machine Learning
(5)
Core AI
(4)
Deep Learning
(3)
Core Methods
(3)
Application Areas
(2)
Learning Types · Deep Learning
(2)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Applications
(1)
Architectures
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Keywords
large language model
(2)
retrieval-augmented generation
(2)
representation learning
(2)
test-time adaptation
(1)
graph generation
(1)
graph representation
(1)
distribution shift
(1)
adaptive filtering
(1)
hierarchical structure
(1)
graph signal processing
(1)
continuous-time diffusion
(1)
continuous time
(1)
generative model
(1)
diffusion model
(1)
knowledge graph embedding
(1)
node classification
(1)
tabular data
(1)
molecular generation
(1)
discrete-state diffusion
(1)
contrastive loss
(1)
Papers
SARA: Selective and Adaptive Retrieval-augmented Generation with Context Compression
ACL 2026
MAIN-RAG: Multi-Agent Filtering Retrieval-Augmented Generation
ACL 2025
Discrete-state Continuous-time Diffusion for Graph Generation
NeurIPS 2024
Enhancing Hyperbolic Knowledge Graph Embeddings via Lorentz Transformations
ACL 2024
TabLog: Test-Time Adaptation for Tabular Data Using Logic Rules
ICML 2024
From Trainable Negative Depth to Edge Heterophily in Graphs
NeurIPS 2023