Lu Wei

Stony Brook University Stony Brook University Westlake University

Papers on Lattice

Total citations

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Publication activitypapers/week, last 8 weeks

Research focus

Architecture Design (Transformers, SSMs, MoE) (1)Eval Frameworks & Benchmarks (1)Scientific Discovery & Drug Design (1)Interpretability & Mechanistic Interp (1)World Models & Planning (1)

Frequent co-authors

Yufeng Wang (2)Haibin Ling (2)Haibin Ling (1)

Papers (2)

Oct 7, 2026

1w ago

ProtocolMatch: Protocol-Dependent Model Selection for Scientific Dynamics Forecasting

Model selection for scientific forecasting is fundamentally protocol-dependent, with optimal choices reversing based on dataset size, system complexity, and evaluation metrics like state refresh versus closed-loop performance.

Lu Wei, Yufeng Wang, Haibin Ling

Architecture Design (Transformers, SSMs, MoE)Eval Frameworks & Benchmarks Scientific Discovery & Drug Design

Jul 8, 2026

Jul 8, 2026·also Westlake

Grounding Spatial Relations in a Compact World Model: Instruction Leakage and a Goal-Free Dynamics Fix

Instruction leakage can lead to misleadingly high accuracy in spatial relation tasks, revealing a critical flaw in goal-conditioned models that could misguide future research.

Yufeng Wang, Lu Wei, Haibin Ling +1

Interpretability & Mechanistic Interp World Models & Planning

Lu Wei

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)

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Lu Wei

Publication activitypapers/week, last 8 weeks

Research focus

Frequent co-authors

Papers (2)