Deniz Gündüz
11 papers · 2023–2026 · 8 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
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🌍 Conference Polyglot · Silver 🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (24) 🏆 Keyword Champion (2)
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Grand Slam
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Trend Setter
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Century Club · Bronze
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Optimization & Theory · Machine Learning
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Artificial Intelligence
(5)
Deep Learning
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Learning Paradigms
(3)
Reinforcement Learning
(2)
Core AI
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Optimization & Theory · Deep Learning
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federated learning
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binary mask
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large language model
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communication efficiency
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side information
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channel coding
(2)
model compression
(2)
channel simulation
(2)
kl divergence
(1)
kullback-leibler divergence
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belief propagation
(1)
markov decision process
(1)
data compression
(1)
stochastic approximation
(1)
reinforcement learning from human feedback
(1)
reinforcement learning
(1)
random networks
(1)
preference modeling
(1)
asymptotic optimality
(1)
gradient estimation
(1)
Papers
GINO-Q: Learning an Asymptotically Optimal Index Policy for Restless Multi-armed Bandits
AAAI 2026
SharedRep-RLHF: A Shared Representation Approach to RLHF with Diverse Preferences
AAAI 2026
Actions Speak Louder Than Words: Rate-Reward Trade-off in Markov Decision Processes
ICLR 2025
LotteryCodec: Searching the Implicit Representation in a Random Network for Low-Complexity Image Compression
ICML 2025
Speculative Sampling via Exponential Races
ACL 2025
Training with Fewer Bits: Unlocking Edge LLMs Training with Stochastic Rounding
EMNLP 2025
Adaptive Compression in Federated Learning via Side Information
AISTATS 2024
Friendly Attacks to Improve Channel Coding Reliability
AAAI 2024
Universal Sample Coding
NeurIPS 2024
Neural Distributed Image Compression With Cross-Attention Feature Alignment
WACV 2023
Sparse Random Networks for Communication-Efficient Federated Learning
ICLR 2023