Liping Shan

2 papers · 2024–2025 · 2 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (10) 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird

Conferences

ACL (1) COLING (1)

Top co-authors

Zekun Wang (2) Bing Qin (2) Ming Liu (2) Zexin Wang (1) Jingchang Chen (1) Minghua Ma (1) Rongchuan Mu (1) Jiafeng Liang (1) Dongliang Xu (1) Wangchunshu Zhou (1)

Keywords

model compression (2) vision-language model (2) token pruning (1) large vision-language model (1) model acceleration (1) parameter compression (1) pareto optimal (1) token compression (1) attention pruning (1) efficiency evaluation (1) pareto-optimal trade-off (1) training-free acceleration (1)

Papers

EffiVLM-BENCH: A Comprehensive Benchmark for Evaluating Training-Free Acceleration in Large Vision-Language Models ACL 2025

SmartTrim: Adaptive Tokens and Attention Pruning for Efficient Vision-Language Models COLING 2024