Deniz Gündüz
11 papers · 2023–2026 · 8 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🗺️ Taxonomy Completionist (20) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (8)
🐝
Cross-Pollinator
(13)
🌈
Renaissance Researcher
(5)
🏆
Grand Slam
💎
Century Club
(11)
Conferences
AAAI (3)
ICLR (2)
ACL (1)
AISTATS (1)
EMNLP (1)
ICML (1)
NIPS (1)
WACV (1)
Top co-authors
Keywords
federated learning
(2)
channel simulation
(2)
model compression
(2)
side information
(2)
large language model
(2)
image compression
(1)
data compression
(1)
kl divergence
(1)
kullback-leibler divergence
(1)
belief propagation
(1)
reinforcement learning from human feedback
(1)
stochastic approximation
(1)
communication efficiency
(1)
channel coding
(1)
asymptotic optimality
(1)
preference modeling
(1)
adversarial perturbation
(1)
restless multi-armed bandit
(1)
whittle index
(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
Universal Sample Coding
NIPS 2024
Friendly Attacks to Improve Channel Coding Reliability
AAAI 2024
Adaptive Compression in Federated Learning via Side Information
AISTATS 2024
Neural Distributed Image Compression With Cross-Attention Feature Alignment
WACV 2023
Sparse Random Networks for Communication-Efficient Federated Learning
ICLR 2023