Baris Kasikci
10 papers · 2018–2026 · 4 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (15)
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Research topics
Artificial Intelligence
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Machine Learning
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Core AI
(5)
Computer Science
(4)
Application Areas
(4)
Applications
(3)
Optimization & Theory Β· Machine Learning
(2)
Systems
(2)
Deep Learning
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Speech & Audio
(1)
Optimization
(1)
Optimization & Theory Β· Deep Learning
(1)
Recognition
(1)
Keywords
principal component analysis
(1)
automatic speech recognition
(1)
neural network optimization
(1)
binary analysis
(1)
low-rank approximation
(1)
state space exploration
(1)
static analysis
(1)
model inference
(1)
runtime optimization
(1)
kv cache
(1)
inference latency
(1)
beam search
(1)
encoder-decoder architecture
(1)
self attention
(1)
bug detection
(1)
symbolic execution
(1)
gpu memory
(1)
compiler optimization
(1)
performance monitoring
(1)
model compression
(1)
Papers
Diagnosing Performance Issues in Application-Defined Resources
OSDI 2026
Finding NEMO: Nimble and Expressive Memory Observability
OSDI 2026
Fiddler: CPU-GPU Orchestration for Fast Inference of Mixture-of-Experts Models
ICLR 2025
LiteASR: Efficient Automatic Speech Recognition with Low-Rank Approximation
EMNLP 2025
NanoFlow: Towards Optimal Large Language Model Serving Throughput
OSDI 2025
QUEST: Query-Aware Sparsity for Efficient Long-Context LLM Inference
ICML 2024
Debugging the OmniTable Way
OSDI 2022
DMon: Efficient Detection and Correction of Data Locality Problems Using Selective Profiling
OSDI 2021
AGAMOTTO: How Persistent is your Persistent Memory Application?
OSDI 2020
REPT: Reverse Debugging of Failures in Deployed Software
OSDI 2018