Shinan Liu

4 papers · 2020–2026 · 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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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze

Venues

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)

Research topics

Machine Learning (2) Artificial Intelligence (1) Computer Science (1) Computer Vision (1) Deep Learning (1) Reinforcement Learning (1) Analysis (1) Applications (1) Architectures (1) Core AI (1) Learning Types (1) Methods (1) Optimization & Theory (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