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Luca Biggio

Topic trends: 32,543 papers · similarity ≥ 0.4 · year ≥ 2024 · Data sourced from Semantic Scholar

34,598 papers | Abstracts: 31,650 (91.5%) | Citations: 34,598 (100.0%) | arXiv: 26,074 (75.4%)

Built: Feb 15, 2026, 3:13 AM AMS

3

papers

187

total citations

papers (3)

Signal Propagation in Transformers: Theoretical Perspectives and the Role of Rank Collapse

NEURIPS 2022arXiv

Dynamic Context Pruning for Efficient and Interpretable Autoregressive Transformers

NEURIPS 2023arXiv

On the Bias of Next-Token Predictors Toward Systematically Inefficient Reasoning: A Shortest-Path Case Study

NEURIPS 2025arXiv