Tencent Advertising Technology

Aug 19, 2026 · Artificial Intelligence

How I Won the KDD Cup Using DeepSeek’s Web Interface

The author details how, without any API access, they leveraged DeepSeek’s web interface to iteratively develop and refine the QueryFormer model—solving multi‑GPU batch issues, enhancing query generation, and ultimately achieving the TAAC × KDD Cup 2026 industrial track championship.