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20222026
most citedInterpretable and Generalizable Graph Learning via Stochastic Attention Mechanism

28 citations · 43 across the 13 of their papers we have counts for

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2 papers · 1 filter

hep-ex2026

HEPTv2: End-to-End Efficient Point Transformer for Charged Particle Reconstruction

Siqi Miao, Shitij Govil, Jack P. Rodgers +5

Charged-particle tracking -- reconstructing trajectories from sparse detector measurements -- is a fundamental high-energy-physics inference problem and a canonical example of lear…

cs.SI2026

Can LLM Agents Simulate Dynamic Networks? A Case Study on Email Networks with Phishing Synthesis

Siqi Miao, Ziyang Chen, Yuhong Luo +4

While Large Language Model (LLM) multi-agent systems (MAS) offer a transformative approach to simulating human behavior in complex systems, it remains largely unexplored whether th…