Projects

Selected work — click through for problem, approach, and impact.

• Open Source

  Standalone TensorBoard

  A standalone logging and rendering tool, so any framework could inspect its own training runs — primary author of dmlc/tensorboard.

• Patent · Interactive

  Indicator Loss for Context-Aware ASR

  CN113808593B — explicit step-level supervision for personalised speech recognition. Includes a live decoder you can steer by editing the bias list.

• Patent · Interactive

  Memory-Network NLU for Tmall Genie

  CN112002313B — fusing rules and learned representations for domain routing. Includes two things you can operate: the rule-first cascade it replaced, and the attention read at the heart of the claim.