Shiyi Liang

5 papers · 2025–2026 · 2 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 🗺️ Taxonomy Completionist (10) ⭐ Rising Star (5)

Venues

AAAI (3) CVPR (2)

Top co-authors

Xing Wei (4) Xinyuan Chang (3) Shuang Zeng (3) Yujian Yuan (3) Yifan Bai (3) Mu Xu (3) Xinran Liu (2) Hang Zhang (2) Changjie Wu (2) Huiyuan Yan (1)

Research topics

Computer Vision (5) Analysis (4) Domain-Specific (3) Deep Learning (2) Learning Types · Deep Learning (2) Artificial Intelligence (1) Machine Learning (1) Core AI (1) Learning Types · Machine Learning (1) Models (1) Processing (1) Techniques (1)

Keywords

autoregressive model (2) temporal consistency (2) autonomous driving (2) multimodal learning (1) bird's eye view (1) object tracking (1) visual tracking (1) diffusion model (1) spatio-temporal learning (1) temporal dependency (1) motion modeling (1) map construction (1) online mapping (1) hd mapping (1) sequential pretraining (1) autoregressive pretraining (1) hd map construction (1) trajectory consistency (1) lane geometry (1) frame appearance (1)

Papers

Adaptive Capacity Autoregressive Visual Tracking CVPR 2026 Persistent Autoregressive Mapping with Traffic Rules for Autonomous Driving AAAI 2026 PriorDrive: Enhancing Online HD Mapping with Unified Vector Priors AAAI 2026 UniMapGen: A Generative Framework for Large-Scale Map Construction from Multi-modal Data AAAI 2026 Autoregressive Sequential Pretraining for Visual Tracking CVPR 2025