Beining Shi

Xidian University

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

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Eval Frameworks & Benchmarks (1)Red-Teaming & Adversarial Robustness (1)Tool Use & Agents (1)

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Mingxuan Hui (1)Xinyue Li (1)Lu Wang (1)Chengcheng Wan (1)

Papers (1)

Apr 7, 2026

2w ago·also ECNU, Humanoid Robot (Shanghai) Co., PKU

FLARE: Agentic Coverage-Guided Fuzzing for LLM-Based Multi-Agent Systems

LLM-based multi-agent systems are riddled with hidden failure modes that traditional testing misses, but FLARE uncovers them with coverage-guided fuzzing.

Mingxuan Hui, Xinyue Li, Lu Wang +8

Eval Frameworks & Benchmarks Red-Teaming & Adversarial Robustness Tool Use & Agents

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Beining Shi

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)