2 citations · 2 across the 5 of their papers we have counts for
5 papers
World-Time Compute with Verified Code World Models
James Schwoebel, Ingrida Semenec, Jenia Rousseva +8
LLMs generalize across a domain only after seeing many real, labeled examples, which most domains lack. We study a way to manufacture it cheaply. When a domain's dynamics can be wr…
Protein contacts are already in the attention: a single-forward-pass alternative to the Categorical Jacobian
Rome Thorstenson
The Categorical Jacobian of Zhang et al. (2024) reads protein contacts from a language model by perturbing every residue with every alternative amino acid, about forward pass…
GORGO: Online Tuning for Cross-Region Network-Aware LLM Serving
Alessio Ricci Toniolo, Rome Thorstenson, Abinaya Dinesh
Increasingly, LLM inference services proxy client requests to engine replicas distributed globally. Load-balancing policies must jointly account for factors including KV-cache loca…
Sparsity and Superposition in Mixture of Experts
Marmik Chaudhari, Jeremi Nuer, Rome Thorstenson
Mixture of Experts (MoE) models have become central to scaling large language models, yet their mechanistic differences from dense networks remain poorly understood. Previous work…
The QUATRO Application Suite: Quantum Computing for Models of Human Cognition
Raghavendra Pradyumna Pothukuchi, Leon Lufkin, Yu Jun Shen +14
Research progress in quantum computing has, thus far, focused on a narrow set of application domains. Expanding the suite of quantum application domains is vital for the discovery…