Gongpu Chen

3 papers · 2025–2026 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 📈 Trend Setter

Venues

AAAI (1) ICLR (1) ICML (1)

Top co-authors

Deniz Gündüz (3) Haotian Wu (2) Pier Luigi Dragotti (1) Soung Chang Liew (1)

Research topics

Machine Learning (2) Artificial Intelligence (1) Computer Vision (1) Deep Learning (1) Reinforcement Learning (1) Application Areas (1) Architectures (1) Core AI (1) Generation (1) Methods (1) Optimization & Theory (1)

Keywords

reinforcement learning (1) markov decision process (1) stochastic approximation (1) channel coding (1) asymptotic optimality (1) restless multi-armed bandit (1) whittle index (1) index policy (1) binary mask (1) rate-distortion performance (1) finite-state channel (1) rate-reward trade-off (1) lottery codec hypothesis (1) overfitted image compression (1) rewind modulation mechanism (1) single-image compression (1)

Papers

GINO-Q: Learning an Asymptotically Optimal Index Policy for Restless Multi-armed Bandits 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