Sravan Babu Bodapati
10 papers · 2024–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (22) 🐣 Hot Topic Early Bird 🗃️ Keyword Collector (54)
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Prolific Year · Productive
💎
Century Club · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(10)
Artificial Intelligence
(9)
Core AI
(9)
Application Areas
(5)
Deep Learning
(4)
Optimization & Theory · Machine Learning
(4)
Learning Types · Machine Learning
(3)
Natural Language Processing
(2)
Optimization & Theory · Deep Learning
(2)
Resources & Methods
(2)
Mathematics & Optimization
(1)
Architectures
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Optimization
(1)
Keywords
large language model
(4)
speculative decoding
(2)
direct preference optimization
(2)
instruction following
(1)
model pruning
(1)
language model alignment
(1)
prompt engineering
(1)
efficient inference
(1)
evaluation framework
(1)
reinforcement learning from human feedback
(1)
proximal policy optimization
(1)
gradient optimization
(1)
generative model
(1)
state space model
(1)
tree search
(1)
responsible ai
(1)
context length
(1)
weight pruning
(1)
token prediction
(1)
knowledge distillation
(1)
Papers
Accelerated Test-Time Scaling with Model-Free Speculative Sampling
EMNLP 2025
Beyond correlation: The impact of human uncertainty in measuring the effectiveness of automatic evaluation and LLM-as-a-judge
ICLR 2025
Context Length Alone Hurts LLM Performance Despite Perfect Retrieval
EMNLP 2025
Exposing Privacy Gaps: Membership Inference Attack on Preference Data for LLM Alignment
AISTATS 2025
LAWCAT: Efficient Distillation from Quadratic to Linear Attention with Convolution across Tokens for Long Context Modeling
EMNLP 2025
Mamba Drafters for Speculative Decoding
EMNLP 2025
SeRA: Self-Reviewing and Alignment of LLMs using Implicit Reward Margins
ICLR 2025
Think Clearly: Improving Reasoning via Redundant Token Pruning
EMNLP 2025
Wanda++: Pruning Large Language Models via Regional Gradients
ACL 2025
ConSiDERS-The-Human Evaluation Framework: Rethinking Human Evaluation for Generative Large Language Models
ACL 2024