Hongliang Ren

12 papers · 2024–2026 · 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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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (11) 🌍 Conference Polyglot · Bronze 🤝 Dynamic Duo (11) ⚡ Prolific Year · Productive

💎 Century Club · Bronze 🚀 Conference Pioneer

Venues

MICCAI (8) AAAI (2) CoRL (1) CVPR (1)

Top co-authors

Long Bai (11) Yiming Huang (5) Beilei Cui (5) Tong Chen (4) Kun Yuan (4) Nassir Navab (3) Mobarakol Islam (3) Nicolas Padoy (3) Yanheng Li (2) Jinlin Wu (2)

Research topics

Computer Vision (3) Analysis (3) Domain-Specific (2) Artificial Intelligence (1) Deep Learning (1) Machine Learning (1) Reinforcement Learning (1) Robotics (1) Capabilities (1) Core AI (1) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1) Methods (1) Processing (1)

Keywords

contrastive learning (1) video segmentation (1) medical imaging (1) multimodal learning (1) monocular depth estimation (1) video understanding (1) object tracking (1) zero-shot transfer (1) cross-modality attention (1) vision language (1) metric depth estimation (1) keypoint annotation (1) point tracking (1) referring segmentation (1) surgical instrument segmentation (1) continuum robot (1) surgical imaging (1) motion-guided segmentation (1) language-driven interaction (1) surgical tracking (1)

Papers

Bridging Vision and Language for Robust Context-Aware Surgical Point Tracking: The VL-SurgPT Dataset and Benchmark AAAI 2026 TR2M: Transferring Monocular Relative Depth to Metric Depth with Language Descriptions and Dual-Level Scale-Oriented Contrast CVPR 2026 Where It Moves, It Matters: Referring Surgical Instrument Segmentation via Motion AAAI 2026 Endo-4DGX: Robust Endoscopic Scene Reconstruction and Illumination Correction with Gaussian Splatting MICCAI 2025 EndoVLA: Dual-Phase Vision-Language-Action for Precise Autonomous Tracking in Endoscopy CoRL 2025 Recognizing Surgical Phases Anywhere: Few-Shot Test-time Adaptation and Task-graph Guided Refinement MICCAI 2025 SurgSora: Object-Aware Diffusion Model for Controllable Surgical Video Generation MICCAI 2025 SurgTPGS: Semantic 3D Surgical Scene Understanding with Text Promptable Gaussian Splatting MICCAI 2025 Endo-4DGS: Endoscopic Monocular Scene Reconstruction with 4D Gaussian Splatting MICCAI 2024 EndoDAC: Efficient Adapting Foundation Model for Self-Supervised Depth Estimation from Any Endoscopic Camera MICCAI 2024 EndoUIC: Promptable Diffusion Transformer for Unified Illumination Correction in Capsule Endoscopy MICCAI 2024 LighTDiff: Surgical Endoscopic Image Low-Light Enhancement with T-Diffusion MICCAI 2024