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Henglin Liu

4 papers · 2025–2026 · 3 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 🌉 Interdisciplinary Bridge · Bronze

Venues

CVPR (2) AAAI (1) ICCV (1)

Top co-authors

Chang Liu (2) Xiangyang Ji (2) Tong-Yee Lee (2) Pengfei Wan (2) Xiu Li (2) Nisha Huang (2) Huijuan Huang (2) Jing Wang (2) Ao Ma (1) Wanyuan Pang (1)

Research topics

Artificial Intelligence (3) Deep Learning (3) Core AI (3) Models (3) Computer Vision (2) Generation (2) Learning Types · Deep Learning (2) Machine Learning (1) Architectures (1) Learning Types · Machine Learning (1)

Keywords

image generation (2) reinforcement learning (2) diffusion model (2) spectral clustering (1) multimodal learning (1) flow matching (1) latent space (1) diffusion transformer (1) reward overoptimization (1) mode collapse (1) multimodal attention (1) gradient reweighting (1) aesthetic assessment (1) material transfer (1) hierarchical description (1) image aesthetics (1) text prompt alignment (1) contrastive learning (1) importance ratio (1) zero-shot learning (1)

Papers

Bridging Cognitive Gap: Hierarchical Description Learning for Artistic Image Aesthetics Assessment AAAI 2026 DiverseGRPO: Mitigating Mode Collapse in Image Generation via Diversity-Aware GRPO CVPR 2026 GRPO-Guard: Mitigating Implicit Over-Optimization in Flow Matching via Regulated Clipping CVPR 2026 MaTe: Images Are All You Need for Material Transfer via Diffusion Transformer ICCV 2025