Sujan Kumar Gonugondla
5 papers · 2023–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(17)
🐣
Hot Topic Early Bird
👥
Mega-Team · Squad
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Research topics
Artificial Intelligence
(4)
Deep Learning
(4)
Machine Learning
(4)
Application Areas
(3)
Core AI
(3)
Natural Language Processing
(2)
Models
(2)
Architectures
(1)
Core Methods
(1)
Generation
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Resources & Methods
(1)
Keywords
large language model
(2)
benchmark evaluation
(1)
code completion
(1)
token alignment
(1)
code generation
(1)
instruction following
(1)
generative model
(1)
batch processing
(1)
reward shaping
(1)
kv cache
(1)
speculative decoding
(1)
language model inference
(1)
latency optimization
(1)
gpu optimization
(1)
few-shot prompting
(1)
code translation
(1)
multilingual programming
(1)
rubric-based evaluation
(1)
batched processing
(1)
batched inference
(1)
Papers
AdvancedIF: Rubric-Based Benchmarking and Reinforcement Learning for Advancing LLM Instruction Following
ACL 2026
BASS: Batched Attention-optimized Speculative Sampling
ACL 2024
Bifurcated Attention for Single-Context Large-Batch Sampling
ICML 2024
Token Alignment via Character Matching for Subword Completion
ACL 2024
Multi-lingual Evaluation of Code Generation Models
ICLR 2023