Junda Wu

UC San Diego

Papers on Lattice

Total citations

Topics

Publication activitypapers/week, last 8 weeks

Research focus

Reasoning & Chain-of-Thought (1)

Frequent co-authors

Sheldon Yu (1)Tong Yu (1)Xunyi Jiang (1)Rohan Surana (1)

Papers (1)

Jul 20, 2026

6d ago·also Adobe Research, D views on the bottom. For GSM

Can We Break LLMs Out of Self-Loops? Fine-Grained Reasoning Control with Activation Steering

Self-looping reasoning in LLMs can be effectively mitigated through targeted hidden-state interventions, leading to improved reasoning quality and efficiency.

Sheldon Yu, Tong Yu, Xunyi Jiang +6

Reasoning & Chain-of-Thought

Search

Junda Wu

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)