GAttNHP: Group Attention Neural Hawkes Process for Extrapolation Reasoning in Te
Temporal Knowledge Graphs (TKGs) record how facts evolve over time, but forecasting future events on a TKG remains difficult for three reasons: (i) long-range temporal dependencies are hard to encode; (ii) events on different chains mutuall
https://arxiv.org/abs/2607.14733v1 ↗Thesis fit
Good fit
Within your typical scope; diligence still required.
In your usual scope
Idea match
Light
How close the company’s idea is to your thesis statement
Sector
ai
Overlap with sectors you care about
Geography
Unknown
Location unknown — scores 0
Your thesis: “We back exceptional technical founders building AI-first products and infrastructure, deploying $100K checks within 24 hours.”
Founder → stable
Traction → stable
Idea vs market ↓ declining
▸ Add / edit details
Correct facts used on the next screening or memo.
People
X
Xiangni Tian
1.0
low confidence
K
Kaixian Yu
1.0
low confidence
R
Runpeng Dai
1.0
low confidence
N
Niansheng Tang
1.0
low confidence
H
Hongtu Zhu
1.0
low confidence
Activity & evidence
Similar baseline plays (YC · idea space)
ARC Prize Foundation
· Active
AI benchmarks that measure general intelligence and inspire new ideas
founders not scraped yet