Shuyu Liu

Affiliation:

Papers on Lattice

Total citations

Topics

Research focus

Tool Use & Agents (1)World Models & Planning (1)Red-Teaming & Adversarial Robustness (1)Robotics & Embodied AI (1)

Frequent co-authors

Hanzheng Zhang (1)Shu Liang (1)

Papers (2)

Aug 17, 2026

Affiliation:Aug 17, 2026

What Does Context Compression Cost an Agent? Interaction Costs Unrevealed by Task-Completion Metrics

Compression can double the interaction costs for agents without affecting task completion metrics, revealing a hidden inefficiency in standard evaluations.

Shuyu Liu

Tool Use & Agents World Models & Planning

Jun 18, 2026

Jun 18, 2026·also Affiliation:

Mobile Target Search with Imperfect Perception: A Partially Observable Stochastic Game Theoretical Approach

Search strategies can guarantee detection even in the face of significant perceptual uncertainties, thanks to a new detectability framework.

Hanzheng Zhang, Shu Liang, Shuyu Liu

Red-Teaming & Adversarial Robustness Robotics & Embodied AI