Qi Lyu
5 papers · 2015–2026 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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Conference Polyglot ยท Silver
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Academic Marathon ยท Half
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Grand Slam
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Triple Crown
Venues
Top co-authors
Research topics
Keywords
independent component analysis
(2)
representation learning
(2)
vision-language navigation
(1)
blind source separation
(1)
hierarchical planning
(1)
self-supervised learning
(1)
subspace identification
(1)
canonical correlation analysis
(1)
multi-view learning
(1)
nonlinear independent component analysis
(1)
finite-sample analysis
(1)
latent component
(1)
nonlinear ica
(1)
natural language instruction
(1)
post-nonlinear mixture
(1)
latent correlation
(1)
nonlinear unmixing
(1)
sequential horizon
(1)
contrastive learning
(1)
Papers
SeqWalker: Sequential-Horizon Vision-and-Language Navigation with Hierarchical Planning
AAAI 2026
On Finite-Sample Identifiability of Contrastive Learning-Based Nonlinear Independent Component Analysis
ICML 2022
Provable Subspace Identification Under Post-Nonlinear Mixtures
NeurIPS 2022
Understanding Latent Correlation-Based Multiview Learning and Self-Supervision: An Identifiability Perspective
ICLR 2022
Modelling High-Dimensional Sequences with LSTM-RTRBM: Application to Polyphonic Music Generation
IJCAI 2015