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Panyu Jiao | Lattice

Panyu Jiao

Papers on Lattice

1

Total citations

0

Topics

3

Publication activitypapers/week, last 8 weeks

Research focus

Architecture Design (Transformers, SSMs, MoE) (1)Eval Frameworks & Benchmarks (1)Scientific Discovery & Drug Design (1)

Frequent co-authors

Panyu Jiao (1)Shuizhou Chen (1)Yiheng Shen (1)Yiheng Shen (1)

Papers (1)

May 28, 2026

Panyu Jiao +103w ago

What drives performance in molecular MPNNs? An operator-level factorial benchmark

Forget complex updates: the secret to better molecular property prediction in MPNNs lies in how you initialize and fuse messages.

Panyu Jiao, Panyu Jiao, Shuizhou Chen +8

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

Yuyang Wang (1)

Yuyang Wang (1)

Runhai Ouyang (1)

Runhai Ouyang (1)