Qiyue Dai

Georgia Institute of Technology

Papers on Lattice

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Publication activitypapers/week, last 8 weeks

Research focus

Interpretability & Mechanistic Interp (1)Red-Teaming & Adversarial Robustness (1)World Models & Planning (1)

Frequent co-authors

Jihoon Hong (1)Julian Skifstad (1)Qiyu Dai (1)Alice Chan (1)

Papers (1)

Jul 16, 2026

Jihoon Hong +5Jul 16, 2026·also Georgia Tech

Steering Robustness into World Action Models via Mechanistic Interpretability and Optimal Control

Some World Action Models can be steered to enhance robustness against perturbations without additional training, revealing a new avenue for improving model reliability.

Jihoon Hong, Julian Skifstad, Qiyu Dai +3

Interpretability & Mechanistic Interp Red-Teaming & Adversarial Robustness World Models & Planning

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Qiyue Dai

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (1)