Publications

Selected Research Papers

The Hive · Nanyang Technological University
Photo: The Hive, NTU © Sohjan / CC BY-SA 4.0

Research roadmap

Before my PhD, my research focused on foundation models, optimization, and infrastructure. I now devote more of my efforts to my own research in the following directions.

SELECTED WORK / 2024–2026

Vision & Multimodal Intelligence

  1. 01Represent & simulate

    World Models4 works

    Shared definitions and infrastructure for world modeling.

  2. 02Evaluate & align

    Generative AI3 papers

    Reasoning, evaluation and alignment for multimodal generation.

  3. 03Search & reason

    Multimodal Agents1 paper

    Multimodal deep search through search world simulation.

  4. 04Synthesize & reconstruct

    Spatial Intelligence2 papers

    Geometry-aware synthesis and reconstruction of dynamic 4D scenes.

Grouped by research theme; connections indicate thematic relationships.Select a paper or project to read more.

Tech Report