PPaperPicks

Deniz Gündüz

13 papers at tracked venues · 9 at CORE A* · active 2024–2026

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Venues

AAAI ×3NeurIPS ×3ACL ×1AISTATS ×1BMVC ×1EMNLP ×1ICLR ×1ICML ×1ICRA ×1

Frequent coauthors

Haotian Wu
×4
Gongpu Chen
×3
Szymon Kobus
×2
Soung Chang Liew
×1
Arpan Mukherjee
×1
Marcello Bullo
×1
Maximilian Egger
×1
Rawad Bitar
×1
Antonia Wachter-Zeh
×1
Nir Weinberger
×1
Ruiqing Mao
×1
Yukuan Jia
×1

Papers

  1. GINO-Q: Learning an Asymptotically Optimal Index Policy for Restless Multi-armed Bandits
    AAAI 2026 ·
    Gongpu Chen
    ,
    Soung Chang Liew
    , Deniz Gündüz
  2. SharedRep-RLHF: A Shared Representation Approach to RLHF with Diverse Preferences
    AAAI 2026 ·
    Arpan Mukherjee
    ,
    Marcello Bullo
    , Deniz Gündüz
  3. Actions Speak Louder Than Words: Rate-Reward Trade-off in Markov Decision Processes
    ICLR 2025 ·
    Haotian Wu
    ,
    Gongpu Chen
    , Deniz Gündüz
  4. Bi-Directional Communication-Efficient Stochastic FL via Remote Source Generation
    NeurIPS 2025 ·
    Maximilian Egger
    ,
    Rawad Bitar
    ,
    Antonia Wachter-Zeh
    ,
    Nir Weinberger
    , Deniz Gündüz
  5. DiffCP: Ultra-Low Bit Collaborative Perception via Diffusion Model
    ICRA 2025 ·
    Ruiqing Mao
    ,
    Haotian Wu
    ,
    Yukuan Jia
    ,
    Zhaojun Nan
    ,
    Yuxuan Sun
    ,
    Sheng Zhou
    , Deniz Gündüz,
    Zhisheng Niu
  6. LotteryCodec: Searching the Implicit Representation in a Random Network for Low-Complexity Image Compression
    ICML 2025 ·
    Haotian Wu
    ,
    Gongpu Chen
    ,
    Pier Luigi Dragotti
    , Deniz Gündüz
  7. MoRIC: A Modular Region-based Implicit Codec for Image Compression
    NeurIPS 2025 ·
    Gen Li
    ,
    Haotian Wu
    , Deniz Gündüz
  8. Speculative Sampling via Exponential Races
    ACL 2025 ·
    Szymon Kobus
    , Deniz Gündüz
  9. Training with Fewer Bits: Unlocking Edge LLMs Training with Stochastic Rounding
    EMNLP 2025 ·
    Taowen Liu
    ,
    Marta Andronic
    , Deniz Gündüz,
    George Anthony Constantinides
  10. Adaptive Compression in Federated Learning via Side Information
    AISTATS 2024 ·
    Berivan Isik
    ,
    Francesco Pase
    , Deniz Gündüz,
    Sanmi Koyejo
    ,
    Tsachy Weissman
    ,
    Michele Zorzi
  11. Friendly Attacks to Improve Channel Coding Reliability
    AAAI 2024 ·
    Anastasiia Kurmukova
    , Deniz Gündüz
  12. Universal Sample Coding
    NeurIPS 2024 ·
    Szymon Kobus
    ,
    Tze-Yang Tung
    , Deniz Gündüz
  13. Vicious Classifiers: Assessing Inference-time Data Reconstruction Risk in Edge Computing
    BMVC 2024 ·
    Mohammad Malekzadeh
    , Deniz Gündüz