Tianyi Yan

8 papers · 2022–2025 · 6 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🌍 Conference Polyglot (6) 🌈 Renaissance Researcher (6) 🐝 Cross-Pollinator (15) 🗺️ Taxonomy Completionist (18) 🧭 Keyword Pioneer 🚀 Conference Pioneer

Conferences

ACL (2) MICCAI (2) AAAI (1) CVPR (1) ECCV (1) ICCV (1)

Top co-authors

Muhao Chen (2) Jianbing Shen (2) Wenxuan Zhou (2) Cheng-Zhong Xu (2) Fei Wang (2) Xia Zhou (2) Chuyang Ye (2) James Y. Huang (2) Kun Zhan (2) Junbo Yin (1)

Keywords

large language model (2) sim-to-real transfer (1) domain generalization (1) attention mechanism (1) autonomous driving (1) conditional generation (1) natural language understanding (1) semantic alignment (1) instruction tuning (1) robot manipulation (1) semantic similarity (1) diffusion model (1) 3d gaussian splatting (1) vision-language model (1) scene generation (1) dataset bia (1) 3d perception (1) semantic equivalence (1) closed-loop simulation (1) video simulation (1)

Papers

OLiDM: Object-aware LiDAR Diffusion Models for Autonomous Driving AAAI 2025

DrivingSphere: Building a High-fidelity 4D World for Closed-loop Simulation CVPR 2025

RoboPearls: Editable Video Simulation for Robot Manipulation ICCV 2025

UniCross: Balanced Multimodal Learning for Alzheimer’s Disease Diagnosis by Uni-modal Separation and Metadata-guided Cross-modal Interaction MICCAI 2025

Contrastive Instruction Tuning ACL 2024

CAVM: Conditional Autoregressive Vision Model for Contrast-Enhanced Brain Tumor MRI Synthesis MICCAI 2024

Robust Natural Language Understanding with Residual Attention Debiasing ACL 2023

PASS: Part-Aware Self-Supervised Pre-training for Person Re-identification ECCV 2022