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3 papers across 3 sessions

Poster Session 3

1 paper
Thursday, December 4, 2025 · 11:00 AM → 2:00 PM
Exhibit Hall C,D,E
Spectral Estimation with Free Decompression
#604 Spotlight · Siavash Ameli, Chris van der Heide, Liam Hodgkinson, Michael Mahoney

We use random matrix theory to estimate the spectral density of matrices too large to fit into memory.

Poster Session 5

1 paper
Friday, December 5, 2025 · 11:00 AM → 2:00 PM
Exhibit Hall C,D,E
MLIP Arena: Advancing Fairness and Transparency in Machine Learning Interatomic Potentials via an Open, Accessible Benchmark Platform
#2103 Spotlight · Yuan Chiang, Tobias Kreiman, Christine Zhang, Matthew Kuner, Elizabeth Weaver, Ishan Amin, Hyunsoo Park, Yunsung Lim, Jihan Kim, Daryl Chrzan, Aron Walsh, Samuel Blau, Mark Asta, Aditi Krishnapriyan

Poster Session 6

1 paper
Friday, December 5, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
Multipole Attention for Efficient Long Context Reasoning
#3518 · Coleman Hooper, Sebastian Zhao, Luca Manolache, Sehoon Kim, Michael Mahoney, Sophia Shao, Kurt Keutzer, Amir Gholami

Accelerating attention for long-context reasoning by identifying and loading important tokens and by approximating attention to less important tokens