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Zenghui Lu

2 accepted papers

2026

Enabling Faithful Camera Control in Video Diffusion through Geometry-Flow-Guided Noise Warping

ICML 2026poster

Precise camera pose control is critical for video diffusion, yet maintaining geometric consistency remains a challenge. Existing methods that directly inject numerical camera parameters into the diffusion backbone often fail to bridge the gap between abstract coordinates and visual content, leading …

Cited by 1SourceScholar
2025

Real-time Ad Retrieval via LLM-generative Commercial Intention for Sponsored Search Advertising

EMNLP 2025

The integration of Large Language Models (LLMs) with retrieval systems has shown promising potential in retrieving documents (docs) or advertisements (ads) for a given query. Existing LLM-based retrieval methods generate numeric or content-based DocIDs to retrieve docs/ads. However, the one-to-few m