Tagged articles

CSI300

2 articles · Page 1 of 1

Sep 1, 2026 · Artificial Intelligence

XAlpha: AI Quant Researcher with Memory & Reflection for Alpha Discovery

XAlpha introduces a memory-driven AI quantitative researcher that automates the full hypothesis-to-code alpha discovery loop via a multi-brain architecture, integrating report knowledge, hypothesis planning, factor evolution, empirical validation, and feedback integration, achieving superior performance on CSI300.

AI quantitative researcherCSI300LLM Agents

0 likes · 35 min read

XAlpha: AI Quant Researcher with Memory & Reflection for Alpha Discovery

Bighead's Algorithm Notes

Aug 21, 2026 · Artificial Intelligence

RankGLU: Residual Gated Component Boosts Cross‑Sectional Stock Ranking Performance by 11%

The article analyzes cross‑sectional stock prediction as a ranking task, identifies the prediction head as a bottleneck, introduces the RankGLU residual bottleneck GLU module that preserves a linear scoring path while adding bounded multiplicative interaction, and demonstrates an 11% IC improvement on CSI300 with extensive experiments and ablations.

CSI300GLURankGLU

0 likes · 14 min read

RankGLU: Residual Gated Component Boosts Cross‑Sectional Stock Ranking Performance by 11%