Devleena Das
5 papers · 2023–2026 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(20)
Venues
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Application Areas
(3)
Core AI
(3)
Deep Learning
(2)
Architectures
(2)
Learning Types · Deep Learning
(2)
Healthcare & Medicine
(1)
Natural Language Processing
(1)
Core Methods
(1)
Generation
(1)
Learning Types · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Optimization & Theory · Machine Learning
(1)
Research
(1)
Keywords
pre-trained language model
(2)
model compression
(2)
model quantization
(1)
reinforcement learning
(1)
concept-based explanation
(1)
transfer learning
(1)
sequential decision making
(1)
coreset selection
(1)
text editing
(1)
synthetic data generation
(1)
protein sequence
(1)
agent learning
(1)
language model
(1)
synthetic data
(1)
low-rank adaptation
(1)
reward shaping
(1)
data efficiency
(1)
inference optimization
(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
Reprogramming Pretrained Language Models for Antibody Sequence Infilling
ICML 2023
State2Explanation: Concept-Based Explanations to Benefit Agent Learning and User Understanding
NeurIPS 2023