Mengwei Xu

5 papers · 2024–2025 · 5 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 · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (14)

Venues

ACL (1) CVPR (1) EMNLP (1) ICLR (1) NeurIPS (1)

Top co-authors

Dongqi Cai (3) Li Zhang (2) Rongjie Yi (2) Xiwen Zhang (1) Felix Xiaozhu Lin (1) Wei Liu (1) Shanhui Zhao (1) Jian Luan (1) Haiyang SHEN (1) Shihe Wang (1)

Research topics

Artificial Intelligence (5) Core AI (5) Machine Learning (3) Application Areas (3) Natural Language Processing (2) Applications (2) Deep Learning (1) Optimization & Theory (1) Resources & Methods (1)

Keywords

model compression (1) in-context learning (1) intent classification (1) dynamic routing (1) efficient computing (1) edge computing (1) privacy protection (1) edge deployment (1) speech understanding (1) mobile agent (1) small language model (1) gui agent (1) large language model (1) resource-constrained device (1) api selection (1) exploration-and-reasoning framework (1) cross-application generalization (1) graph-guided environment reasoning (1) action-aware gui modeling (1) action sequencing (1)

Papers

Demystifying Small Language Models for Edge Deployment ACL 2025 DroidCall: A Dataset for LLM-powered Android Intent Invocation EMNLP 2025 GUI-Xplore: Empowering Generalizable GUI Agents with One Exploration CVPR 2025 ShortcutsBench: A Large-Scale Real-world Benchmark for API-based Agents ICLR 2025 SILENCE: Protecting privacy in offloaded speech understanding on resource-constrained devices NeurIPS 2024