Qi Lyu
5 papers · 2015–2026 · 5 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (4) 🏃 Academic Marathon (7) 🐝 Cross-Pollinator (13) 🧭 Keyword Pioneer 👑 Triple Crown
🏆
Grand Slam
Conferences
AAAI (1)
ICLR (1)
ICML (1)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
independent component analysis
(2)
contrastive learning
(1)
vision-language navigation
(1)
blind source separation
(1)
hierarchical planning
(1)
subspace identification
(1)
nonlinear independent component analysis
(1)
finite-sample analysis
(1)
latent component
(1)
nonlinear ica
(1)
natural language instruction
(1)
post-nonlinear mixture
(1)
nonlinear unmixing
(1)
representation learning
(1)
sequential horizon
(1)
Papers
SeqWalker: Sequential-Horizon Vision-and-Language Navigation with Hierarchical Planning
AAAI 2026
Provable Subspace Identification Under Post-Nonlinear Mixtures
NIPS 2022
Understanding Latent Correlation-Based Multiview Learning and Self-Supervision: An Identifiability Perspective
ICLR 2022
On Finite-Sample Identifiability of Contrastive Learning-Based Nonlinear Independent Component Analysis
ICML 2022
Modelling High-Dimensional Sequences with LSTM-RTRBM: Application to Polyphonic Music Generation
IJCAI 2015