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Lian Liu

4 papers · 2024–2025 · 3 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 🚀 Conference Pioneer

Venues

MICCAI (2) COLING (1) ICML (1)

Top co-authors

Guanchen Li (2) Xiandong Zhao (2) Dong Li (2) Dong Ni (2) Xin Yang (2) Jiongquan Chen (1) Rusi Chen (1) Mengdi Wang (1) Ying Wang (1) Yuhao Huang (1)

Research topics

Artificial Intelligence (2) Machine Learning (2) Application Areas (2) Core AI (2) Optimization & Theory (2)

Keywords

model compression (1) regularization (1) model pruning (1) sparsity (1) pre-trained language model (1) one-shot pruning (1) activation outlier (1) weight magnitude (1) normalization (1) pruning metric (1)

Papers

BaWA: Automatic Optimizing Pruning Metric for Large Language Models with Balanced Weight and Activation ICML 2025 Enhancing One-Shot Pruned Pre-trained Language Models through Sparse-Dense-Sparse Mechanism COLING 2025 MReg: A Novel Regression Model with MoE-based Video Feature Mining for Mitral Regurgitation Diagnosis MICCAI 2025 Fine-grained Context and Multi-modal Alignment for Freehand 3D Ultrasound Reconstruction MICCAI 2024