projects

Research projects with code, papers, and project pages.

research

Next-Gen CAPTCHAs

GUI-agent defense built around scalable, diverse cognitive-gap challenges.

Code Paper Website

Dive into Claude Code

A design-space study of today's and future AI agent systems.

Code Paper

BiGain

Unified token compression for joint generation and classification.

Code Paper

FADRM

Fast and accurate data residual matching for dataset distillation.

Code Paper

benchmark

Open CaptchaWorld

A web-based platform for testing and benchmarking multimodal LLM agents.

Code Paper

PIXAR

A taxonomy, benchmark, and metrics suite for VLM image tampering.

Code Paper

Mobile-MMLU

A mobile intelligence language understanding benchmark.

Code Paper