Search Results for author: Jingxuan Chen

Found 7 papers, 2 papers with code

GUI Agents with Foundation Models: A Comprehensive Survey

no code implementations7 Nov 2024 Shuai Wang, Weiwen Liu, Jingxuan Chen, Weinan Gan, Xingshan Zeng, Shuai Yu, Xinlong Hao, Kun Shao, Yasheng Wang, Ruiming Tang

This survey consolidates recent research on (M)LLM-based GUI agents, highlighting key innovations in data, frameworks, and applications.

Survey

SPA-Bench: A Comprehensive Benchmark for SmartPhone Agent Evaluation

1 code implementation19 Oct 2024 Jingxuan Chen, Derek Yuen, Bin Xie, Yuhao Yang, Gongwei Chen, Zhihao Wu, Li Yixing, Xurui Zhou, Weiwen Liu, Shuai Wang, Kaiwen Zhou, Rui Shao, Liqiang Nie, Yasheng Wang, Jianye Hao, Jun Wang, Kun Shao

Smartphone agents are increasingly important for helping users control devices efficiently, with (Multimodal) Large Language Model (MLLM)-based approaches emerging as key contenders.

AI Agent Benchmarking +2

Feeling of Presence Maximization: mmWave-Enabled Virtual Reality Meets Deep Reinforcement Learning

no code implementations3 Jun 2021 Peng Yang, Tony Q. S. Quek, Jingxuan Chen, Chaoqun You, Xianbin Cao

This paper investigates the problem of providing ultra-reliable and energy-efficient virtual reality (VR) experiences for wireless mobile users.

Deep Reinforcement Learning reinforcement-learning +1

Power Control for a URLLC-enabled UAV system incorporated with DNN-Based Channel Estimation

no code implementations14 Nov 2020 Peng Yang, Xing Xi, Tony Q. S. Quek, Xianbin Cao, Jingxuan Chen

This problem is challenging to be solved due to the requirement of analytically tractable channel models and the non-convex characteristic as well.

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