Hengyu Liu

14 papers · 2024–2026 · 7 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 · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (30) 🤝 Dynamic Duo (11) 🏆 Grand Slam

🗃️ Keyword Collector (56) ⚡ Prolific Year · Productive 🚀 Conference Pioneer 🌈 Renaissance Researcher (7) 💎 Century Club · Bronze

Venues

CVPR (4) MICCAI (4) ICCV (2) AAAI (1) ICLR (1) ICML (1) NeurIPS (1)

Top co-authors

Chenxin Li (11) Yixuan Yuan (10) Wuyang Li (9) Yifan liu (6) Xinyu Liu (6) Cheng Wang (4) Panwang Pan (3) Zhen Chen (3) Yue Huang (2) Yuzhi Huang (2)

Research topics

Deep Learning (6) Machine Learning (6) Computer Vision (5) Artificial Intelligence (4) Core AI (4) Core Methods (4) Analysis (3) Architectures (3) Processing (3) Generation (2) Learning Types (2) Models (2) Computer Science (1) Healthcare & Medicine (1) Mathematics & Optimization (1)

Keywords

semantic segmentation (2) reinforcement learning (1) video anomaly detection (1) image segmentation (1) image generation (1) image restoration (1) robustness (1) feature extraction (1) uncertainty quantification (1) video generation (1) attention mechanism (1) test-time adaptation (1) gaussian splatting (1) object tracking (1) model compression (1) medical image segmentation (1) neural rendering (1) scene representation (1) information maximization (1) dictionary learning (1)

Papers

ID-Crafter: VLM-Grounded Online RL for Compositional Multi-Subject Video Generation CVPR 2026 EndoGen: Conditional Autoregressive Endoscopic Video Generation MICCAI 2025 FlexGS: Train Once, Deploy Everywhere with Many-in-One Flexible 3D Gaussian Splatting CVPR 2025 InfoBridge: Balanced Multimodal Integration through Conditional Dependency Modeling ICCV 2025 InstantSplamp: Fast and Generalizable Stenography Framework for Generative Gaussian Splatting ICLR 2025 MetaScope: Optics-Driven Neural Network for Ultra-Micro Metalens Endoscopy ICCV 2025 OODD: Test-time Out-of-Distribution Detection with Dynamic Dictionary CVPR 2025 RobustZero: Enhancing MuZero Reinforcement Learning Robustness to State Perturbations ICML 2025 Track Any Anomalous Object:A Granular Video Anomaly Detection Pipeline CVPR 2025 U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation AAAI 2025 Endora: Video Generation Models as Endoscopy Simulators MICCAI 2024 EndoSparse: Real-Time Sparse View Synthesis of Endoscopic Scenes using Gaussian Splatting MICCAI 2024 Flaws can be Applause: Unleashing Potential of Segmenting Ambiguous Objects in SAM NeurIPS 2024 LGS: A Light-weight 4D Gaussian Splatting for Efficient Surgical Scene Reconstruction MICCAI 2024