Devleena Das
5 papers · 2023–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (24) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
EMNLP (2)
EACL (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
model compression
(2)
unsupervised learning
(1)
model quantization
(1)
reinforcement learning
(1)
concept-based explanation
(1)
transfer learning
(1)
sequential decision making
(1)
text editing
(1)
synthetic data generation
(1)
protein sequence
(1)
agent learning
(1)
language model
(1)
synthetic datum
(1)
low-rank adaptation
(1)
reward shaping
(1)
data efficiency
(1)
inference optimization
(1)
pre-trained language model
(1)
kv cache
(1)
antibody design
(1)
Papers
KV Pareto: Systems-Level Optimization of KV Cache and Model Compression for Long Context Inference
EACL 2026
Recover-LoRA: Data-Free Accuracy Recovery of Degraded Language Models via Low-Rank Adaptation
EMNLP 2025
DEFT-UCS: Data Efficient Fine-Tuning for Pre-Trained Language Models via Unsupervised Core-Set Selection for Text-Editing
EMNLP 2024
State2Explanation: Concept-Based Explanations to Benefit Agent Learning and User Understanding
NIPS 2023
Reprogramming Pretrained Language Models for Antibody Sequence Infilling
ICML 2023