App deeplinks help mobile agents navigate faster and finish more tasks

GUI-Hopper combines verified Android deeplinks with taps and swipes, shortening navigation while retaining conventional GUI control and fallback.

Chinese Tech
Yuchen Sun · Chenglin Cai · Gongjie Zhang · Tianyu Xia · Quyu Kong · Panrong Tong · +5 more

Shanghai Jiao Tong University · Tongyi Lab, Alibaba Group

Research Digest··2 min read
Sun et al.

The authors mined candidate Android deeplinks through static analysis, screened and executed them on real devices, and removed links that failed or did not reach meaningful screens.

Why this paper

From Tongyi Lab, Alibaba Group and Shanghai Jiao Tong University

In one line

Combining app-native deeplinks with GUI actions lets mobile agents complete tasks more successfully and in fewer steps than using GUI actions alone.

What we could check

  • ·No code link found
  • ·No weights link found
  • ·No dataset link found
  • ·No compute details found
  • ·No stated limitations found
  • ·No benchmark numbers found

Observed from the paper text and links we have. Absence here means we did not find it, not that it does not exist.

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