Author

Hongliang Li

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Conference Aug 2026

Content-Consistent Start-to-End Frame Video Generation via Manifold-Guided Feature Intervention and Lightweight Adaptation

Generating coherent video between semantically distant endpoint images requires both endpoint adherence and valid intermediate structure. We present TACT, a two-stage framework for endpoint-conditioned transition video generation. Stage 1 is training-free: it fuses start and end conditions and intervenes in early tempo...

Xiang-Yu Su, Heqian Qiu, You-Han Huo et al. · Symposium on Designing Inter... · 0 citations

#artificial intelligence Preprint Oct 2026

Weave Forcing: Compositional Memory Routing for Interactive Long Video Generation

Recent advances in autoregressive video generation have improved temporal consistency over extended durations, yet interactive storytelling requires more than continuous scene extension: a new shot may combine characters and backgrounds from different historical shots. Whole prompt retrieval can overlook the distinct r...

Zi-Yi Wang, Jun-Chi Yao, Heqian Qiu et al. · 0 citations

Jul 2026

Exo2EgoPose: Leveraging Exocentric Demonstrations for Vision-Language guided Egocentric 3D Hand Pose Forecasting

This work proposes a framework dubbed Exo2EgoPose, which innovatively leverages holistic and stable exocentric (Exo) demonstrations as guidance to compensate for partial and dynamic Ego-view cues, and demonstrates an effective human-to-robot transfer capability and yields improvements on the CALVIN dataset.

Zhaofeng Shi, Heqian Qiu, Lanxiao Wang et al. · arXiv.org · 0 citations