Ling Shi

Beihang University

Papers on Lattice

Total citations

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Publication activitypapers/week, last 8 weeks

Research focus

Architecture Design (Transformers, SSMs, MoE) (1)Red-Teaming & Adversarial Robustness (1)RLHF & Preference Learning (1)Code Generation & Program Synthesis (1)

Frequent co-authors

Zhibo Zhang (1)Yuxi Li (1)Ouyang Zhen (1)Kailong Wang (1)

Papers (2)

May 28, 2026

3d ago·also Beihang

Understanding Safety-Sensitive Expert Behavior in Mixture-of-Experts LLMs

Safety in MoE LLMs isn't about routing harmful requests to "refusal experts"—it's surprisingly localized within specific experts, and you can break it without significantly changing the model's overall routing behavior.

Zhibo Zhang, Yuxi Li, Ouyang Zhen +2

Architecture Design (Transformers, SSMs, MoE)Red-Teaming & Adversarial Robustness RLHF & Preference Learning

3d ago·also WHU

On the Road to Personalized Code Intelligence: Portraiting and Assisting Developers Based on Their In-IDE Behaviors

Ditch the one-size-fits-all code intelligence: modeling individual developer behaviors inside the IDE boosts Q&A accuracy by 33.8%.

Yuhong Liu, Yuhong Liu, Yunhe Su +10

Code Generation & Program Synthesis Tool Use & Agents

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Ling Shi

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)