Zhengguo Li

5 papers · 2021–2026 · 4 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 🗺️ Taxonomy Completionist (10) 🏆 Keyword Champion (2)

Venues

AAAI (2) ICCV (1) IJCAI (1) NeurIPS (1)

Top co-authors

Tobias Mass (2) Xulei Yang (2) Fen Fang (2) Shuwei Shao (2) Weihai Chen (2) Xuewu Xu (2) Muli Yang (2) Xinan Liang (2) Zhongcai Pei (2) Xingming Wu (2)

Research topics

Computer Vision (3) Analysis (3) Deep Learning (2) Machine Learning (2) Artificial Intelligence (1) Reinforcement Learning (1) Application Areas (1) Core AI (1) Core Methods (1) Domain-Specific (1) Methods (1) Models (1) Processing (1) Techniques (1)

Keywords

metalens imaging (2) monocular depth estimation (2) image restoration (2) reinforcement learning (2) depth estimation (1) surface normal estimation (1) feature representation (1) end-to-end learning (1) negative transfer (1) partial domain adaptation (1) elastic bin (1) source data selection (1) geometry-driven deep learning (1) plane-aware consistency (1) contrastive iterative refinement (1) chromatic aberration (1) deep reinforcement learning (1) illumination adaptation (1) iterative optimization (1) object detection (1)

Papers

Next-Generation Metalens Vision System: Powered by AI and Applied to AI AAAI 2026 Towards Illumination-Aware Restoration of Metalens-Captured Images: A New Dataset and a Strong Baseline AAAI 2026 IEBins: Iterative Elastic Bins for Monocular Depth Estimation NeurIPS 2023 NDDepth: Normal-Distance Assisted Monocular Depth Estimation ICCV 2023 Deep Reinforcement Learning Boosted Partial Domain Adaptation IJCAI 2021