GUI-CIDER research code
Released data-synthesis and evaluation scripts that distill planning and causal GUI knowledge into text for mid-training mobile interface agents.
AI-assisted editorial review against a primary source. This is a catalog annotation, not an independent reproduction or endorsement.
What is this resource?
- Resource type
- Frameworks
- Environment
- android
- Topics
- data-generation, imitation-learning, planning
- Record publication date
- Not recorded
- Evidence retrieved
- 2026-10-17T11:18:20Z
- Resource ID
- github:wuzheng02/gui-cider
What licenses are recorded?
Code, training data, weights, and documents can have different terms. A blank declaration means unknown, not unrestricted use.
- Code
- Not recorded
- Data
- Not recorded
- Document
- Not recorded
- Weights
- Not recorded
Recorded specifications
- availability
- Public synthesis and evaluation source; model checkpoints not verified.
- repository revision
- 1ec25af942a46ce46f6c00d596332e308198342f
Explore related topics
Scope and limitations
The source tree contains static/causal knowledge synthesis and action/knowledge evaluation scripts. Training procedures are delegated to LLaMA-Factory; no trained checkpoint is verified here. The README displays an MIT badge, but the inspected tree has no license file and no explicit component scope, so the code license remains unrecorded rather than assuming a blanket grant. Evaluation requires separately acquired original datasets and model paths.
Related resources
- documented by: GUI-CIDER: Mid-training GUI Agents via Causal Internalization and Density-aware Exemplar Reselection
Connected assets
These links come from reviewed resource records. A documentation link does not imply a training-data or evaluation dependency.
- Component: GUI-CIDER causal knowledge data · Datasets · relationship evidence
Primary evidence and verification
Source retrieval is separate from experiment reproduction. Use the original publication or publisher page when citing claims about the resource.
- editorial primary review
Retrieved 2026-10-17T11:18:20Z. Supports: name, kind, summary, topics, scope, notes, relations.
Content fingerprint
9a46741bbde1373ed4b87887cdadde98e05ea8795d34efe39fc25d69b4d50213 - editorial primary review
Retrieved 2026-10-17T11:18:20Z. Supports: identity.
Content fingerprint
ae1d5687a72a39eacbf4fe281b5048914e98adf7cc1517481a5acc8a56a81446 - editorial primary review
Retrieved 2026-10-17T11:22:59Z. Supports: release_status, details.repository_revision, licenses.code.
Content fingerprint
355128b62a281074eebc14a1e3b85a260f06c2bf3c1a6ed140cba3b9aefaa76c - editorial primary review
Retrieved 2026-10-17T11:24:47Z. Supports: environments, summary, notes.
Content fingerprint
bffca456e649a08239f6a1a3be10a7d7c21bcb427e783ba2c304e4b8410d385a
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