Muhammed Ustaomeroglu

According to our database, Muhammed Ustaomeroglu authored at least 7 papers between 2025 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Emergent and Subliminal Misalignment Through the Lens of Data-Mediated Transfer.

Baris Askin, Muhammed Ustaomeroglu, Anupam Nayak, Gauri Joshi, Guannan Qu, Carlee Joe-Wong

CoRR, May, 2026

Towards Effective Theory of LLMs: A Representation Learning Approach.

Muhammed Ustaomeroglu, Guannan Qu

CoRR, May, 2026

PubSwap: Public-Data Off-Policy Coordination for Federated RLVR.

Anupam Nayak, Baris Askin, Muhammed Ustaomeroglu, Carlee Joe-Wong, Gauri Joshi

CoRR, April, 2026

BLOCK-EM: Preventing Emergent Misalignment by Blocking Causal Features.

Muhammed Ustaomeroglu, Guannan Qu

CoRR, February, 2026

2025

Transformer-Based Scalable Multi-Agent Reinforcement Learning for Networked Systems with Long-Range Interactions.

Vidur Sinha, Muhammed Ustaomeroglu, Guannan Qu

CoRR, November, 2025

Language Model Planning from an Information Theoretic Perspective.

Muhammed Ustaomeroglu, Baris Askin, Gauri Joshi, Carlee Joe-Wong, Guannan Qu

CoRR, September, 2025

A Theoretical Study of (Hyper) Self-Attention through the Lens of Interactions: Representation, Training, Generalization.

Muhammed Ustaomeroglu, Guannan Qu

Proceedings of the Forty-second International Conference on Machine Learning, 2025