Mengwei Xu
5 papers · 2024–2025 · 5 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
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Conference Polyglot
(5)
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Cross-Pollinator
(10)
πΊοΈ
Taxonomy Completionist
(13)
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Keyword Pioneer
Conferences
ACL (1)
CVPR (1)
EMNLP (1)
ICLR (1)
NIPS (1)
Top co-authors
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)
exploration-and-reasoning framework
(1)
cross-application generalization
(1)
graph-guided environment reasoning
(1)
action-aware gui modeling
(1)
android intent
(1)
exploration-based learning
(1)
Papers
Demystifying Small Language Models for Edge Deployment
ACL 2025
GUI-Xplore: Empowering Generalizable GUI Agents with One Exploration
CVPR 2025
DroidCall: A Dataset for LLM-powered Android Intent Invocation
EMNLP 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
NIPS 2024