Pengzhan Zhou

3 papers · 2019–2026 · 2 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 · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze

Venues

IJCAI (2) AAAI (1)

Top co-authors

Xin Feng (1) Fang Qu (1) Zhixiong Nan (1) Chuan Fu (1) Zijun Tan (1) Kaixin Gao (1) Yuepeng He (1) Youyu Luo (1) Tan Guo (1) Yu Liu (1)

Research topics

Machine Learning (2) Computer Vision (1) Deep Learning (1) Application Areas (1) Domain-Specific (1) Learning Types (1) Optimization & Theory (1) Processing (1) Techniques (1)

Keywords

domain adaptation (1) image restoration (1) incremental learning (1) regret minimization (1) incentive mechanism (1) real-time prediction (1) state space model (1) convolutional neural network (1) task difficulty (1) global context (1) physical model (1) underwater image enhancement (1) sharing economy (1) budget feasible (1) pedestrian crossing intention (1) progressive perturbation (1)

Papers

PGMamba: A Physical Model-Guided Global Mamba for Underwater Image Enhancement AAAI 2026 EfficientPIE: Real-Time Prediction on Pedestrian Crossing Intention with Sole Observation IJCAI 2025 Explore Truthful Incentives for Tasks with Heterogenous Levels of Difficulty in the Sharing Economy IJCAI 2019