John Cartlidge

2 papers · 2021–2026 · 1 conference · across top CS/AI conferences

Achievements

🏃 Academic Marathon (5) 🌉 Interdisciplinary Bridge 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15) ❓ The Questioner

Conferences

AAAI (2)

Top co-authors

Jin Zheng (1) Zinuo You (1) Yu Chen (1) Zijian Shi (1)

Keywords

transfer learning (1) financial time series (1) recurrent neural network (1) propagation depth (1) ordinary differential equation (1) gated recurrent unit (1) limit order book (1) graph neural network (1) market dynamics (1) channel capacity (1) information compression (1) hidden dimension (1)

Papers

How Wide and How Deep? Mitigating Over-squashing of GNNs via Channel Capacity Constrained Estimation AAAI 2026

The LOB Recreation Model: Predicting the Limit Order Book from TAQ History Using an Ordinary Differential Equation Recurrent Neural Network AAAI 2021