Qiran Hu

Research Assistant, University of Illinois Urbana-Champaign

Publications

Papers

SV4D 3.0: Single-Step 3D-Aware Diffusion for Multi-View-Consistent 4D Scene Generation

  • [1] Qiran Hu, Wei Cao, Yaoyao Liu. SV4D 3.0: Single-Step 3D-Aware Diffusion for Multi-View-Consistent 4D Scene Generation. Under Review.

AC3S: Adaptive Conditioning for 3D-Aware Synthetic Data Generation

  • [2] Eric Ji, Qiran Hu, Wufei Ma, Sarthak Jain, Yingying Li, Minh N. Do, Yaoyao Liu. AC3S: Adaptive Conditioning for 3D-Aware Synthetic Data Generation. European Conference on Computer Vision (ECCV), 2026.

Links: PDF, Project Page, Video, BibTeX

REVA: Reusable Evidence View Aggregation for Context-Efficient RAG Serving

  • [3] Tuan Nguyen, Qiran Hu, Banruo Liu, Khoa D. Doan, Kok-Seng Wong, Fan Lai. REVA: Reusable Evidence View Aggregation for Context-Efficient RAG Serving. IEEE International Conference on Data Mining (ICDM), 2026.

AISim: Using LLM-Simulation as Epistemic Scaffolds for Early Stage Qualitative Research Design

  • [4] Hangyue Zhang, Qiran Hu, Ziyi Zhang, Hyanghee Park, Yun Huang. AISim: Using LLM-Simulation as Epistemic Scaffolds for Early Stage Qualitative Research Design. Under Review.

AlphaWiSE: Adaptive Weight Interpolation for Continual Multimodal Representation Learning

  • [5] Sarthak Jain, Qiran Hu, Zhen Zhu, Yaoyao Liu. AlphaWiSE: Adaptive Weight Interpolation for Continual Multimodal Representation Learning. Under Review.

Full profile: https://edward-h26.github.io/