Liyun Zhang

UC San Diego

Papers on Lattice

Total citations

Topics

Publication activitypapers/week, last 8 weeks

Research focus

Eval Frameworks & Benchmarks (1)Reasoning & Chain-of-Thought (1)Tool Use & Agents (1)

Frequent co-authors

Jiayi Guo (1)

Papers (1)

May 25, 2026

2w ago·also SJTU

When Do LLM Agents Treat Surface Noise Differently from Semantic Noise? A 68-Cell Measurement Study with a Held-Out Trace-Level Validation

LLM agents are surprisingly more sensitive to meaning-altering paraphrases than superficial formatting changes, even when those changes are designed to be equally disruptive.

Liyun Zhang, Jiayi Guo

Eval Frameworks & Benchmarks Reasoning & Chain-of-Thought Tool Use & Agents

Search

Liyun Zhang

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)