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Yulei Niu

Multimodal Machine Learning Applications
Columbia University

About

Research focus

Multimodal Machine Learning Applications

Impact

69 pubs · 2,627 cites · h-index 17

Affiliations

Publications

Recent publications by Yulei Niu

  1. Investigating Video Reasoning Capability of Large Language Models with Tropes in MoviesSun,
  2. WIDIn: Wording Image for Domain-Invariant Representation in Single-Source Domain GeneralizationTue,
  3. RAP: Retrieval-Augmented Planner for Adaptive Procedure Planning in Instructional VideosWed,
  4. Beyond Grounding: Extracting Fine-Grained Event Hierarchies across ModalitiesSun,
  5. SCHEMA: State CHangEs MAtter for Procedure Planning in Instructional VideosSun,
  6. Prompt-aligned Gradient for Prompt TuningSun,
  7. Debiased Fine-Tuning for Vision-Language Models by Prompt RegularizationMon,
  8. DiGeo: Discriminative Geometry-Aware Learning for Generalized Few-Shot Object DetectionThu,
  9. Language Models are Causal Knowledge Extractors for Zero-shot Video Question AnsweringThu,
  10. In Defense of Structural Symbolic Representation for Video Event-Relation PredictionThu,