DeepSeek founder's quant fund is piling into China's IPO boom
The AI industry's money story keeps zigging where nobody expects it. Eighteen months after DeepSeek shredded assumptions about what it costs to build frontier AI, its billionaire founder is now gambling his quant fund's capital on the wildest corner of China's equity market.
Liang Wenfeng's High-Flyer hedge fund is steering billions into China's pre-IPO tech market, just as DeepSeek itself prepares to go public. The CNBC report, corroborated by Crypto Briefing, describes High-Flyer — the quantitative fund Liang co-founded around 2015 and built into one of China's most successful AI-driven trading shops — redirecting its infrastructure toward pre-IPO allocations in exactly the sectors Beijing now considers strategically vital: chips, advanced manufacturing, and robotics.
The scale of the pivot is concrete. In 2026, High-Flyer and its affiliated entities reportedly secured around $26 million in pre-IPO allocations for CXMT, the Chinese memory-chip maker, alongside smaller stakes in Unitree Robotics, the humanoid-robot company that opened its mainland IPO to violent swings earlier this month. At its peak, High-Flyer managed somewhere between $8 billion and $13 billion in assets — the kind of capital that turns a "side bet" into a market signal.
It reads as the closing of a loop. Liang personally put roughly 20 billion yuan (about $3 billion) into DeepSeek's $7.4 billion funding round this June, a raise that valued the lab around $52 billion and teed up a possible Shanghai STAR Market listing targeted for 2027. Meanwhile DeepSeek's growing commercial independence frees High-Flyer's balance sheet to chase more aggressive IPO-related positions — the same playbook executed by the fund that once powered DeepSeek's early days with pure quant-trading profits.
Why it matters: China's IPO pipeline has been throttled by regulators since 2021, which makes early access to the names that do clear — chipmakers and robotics firms above all — a scarce, strategically loaded asset. Liang is buying that access with one vehicle while preparing the country's most consequential AI company to list under the same rules. We covered DeepSeek's fundraising and China-model price war earlier this summer — DeepSeek set to raise $7.4B at a $74B valuation — and this is the capital-market follow-through.
Does Liang Wenfeng running the quant fund and the AI lab make you more or less confident in DeepSeek's 2027 IPO? Tell us in the comments.
