Poster · Atlanta

Harder the Task, Sparser the Representation: Sparsity as a Learning Signature of Capability in LLMs

Name: Harder the Task, Sparser the Representation: Sparsity as a Learning Signature of Capability in LLMs
Start: 2026-12-10T16:30:00-05:00
End: 2026-12-10T19:30:00-05:00
Location: Hall C1, Georgia World Congress Center

When: Thu 10 Dec 2026, 16:30–19:30 EST
Where: Hall C1, Georgia World Congress Center
Session: Atlanta Poster Session 4
Authors: Mingyu Jin, Yutong Yin, Jingcheng Niu, Qingcheng Zeng, Wujiang Xu, Xinyuan Song, Wei Cheng, Mengnan Du, Zhaoran Wang, Tianlong Chen, Dimitris Metaxas
Organisations: Rutgers University, Northwestern University, Technische Universität Darmstadt, Emory University, NEC, The Chinese University of Hong Kong, Shenzhen, University of North Carolina at Chapel Hill
QRS classification: Language models

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