Shinan Liu

4 papers · 2020–2026 · 4 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🏃 Academic Marathon (5) 🌈 Renaissance Researcher (6) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (14)

Conferences

AAAI (1) ECCV (1) ICCV (1) NSDI (1)

Top co-authors

Hongwen Zhang (1) Kunlin Yang (1) Qi Zhu (1) Wanli Ouyang (1) Qianggang Cao (1) Junwei Liu (1) Xinzhu Ma (1) Jian Wang (1) Nick Feamster (1) Shuaicheng Li (1)

Keywords

medical imaging (1) semantic representation (1) group activity recognition (1) bayesian optimization (1) multi-objective optimization (1) inference latency (1) network traffic analysis (1) spatial-temporal transformer (1) clustered attention (1) individual representation (1) multi-modal clinical diagnosis (1) comparison-based reinforcement policy optimization (1) multi-turn consultation (1) preference signal (1) serving pipeline (1)

Papers

PulseMind: A Multi-Modal Medical Model for Real-World Clinical Diagnosis AAAI 2026

CATO: End-to-End Optimization of ML-Based Traffic Analysis Pipelines NSDI 2025

GroupFormer: Group Activity Recognition With Clustered Spatial-Temporal Transformer ICCV 2021

Rethinking Pseudo-LiDAR Representation ECCV 2020