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Zongfang Liu

3 accepted papers

2026

Controllable Video Generation with Provable Disentanglement

ICLR 2026poster

Controllable video generation remains a significant challenge, despite recent advances in generating high-quality and consistent videos. Most existing methods for controlling video generation treat the video as a whole, neglecting intricate fine-grained spatiotemporal relationships, which limits bot…

Cited by 0SourceScholar
2025

A Sample Efficient Conditional Independence Test in the Presence of Discretization

ICML 2025poster

Conditional independence (CI) test is a fundamental concept in statistics. In many real-world scenarios, some variables may be difficult to measure accurately, often leading to data being represented as discretized values. Applying CI tests directly to discretized data, however, can lead to incorrec…

2025

Decoding Echo Chambers: LLM-Powered Simulations Revealing Polarization in Social Networks

COLING 2025main

The impact of social media on critical issues such as echo chambers, needs to be addressed, as these phenomena can have disruptive consequences for our society. Traditional research often oversimplifies emotional tendencies and opinion evolution into numbers and formulas, neglecting that news and co…

Cited by 9SourcePDFScholar