Qingxiang Liu
4 papers · 2024–2026 · 3 conferences · across top CS/AI conferences
Achievements
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Interdisciplinary Bridge
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Conference Polyglot
(2)
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Cross-Pollinator
(14)
πΊοΈ
Taxonomy Completionist
(15)
π§
Keyword Pioneer
Conferences
AAAI (2)
ACL (1)
NIPS (1)
Top co-authors
Keywords
time series forecasting
(3)
federated learning
(2)
contrastive learning
(1)
zero-shot learning
(1)
few-shot learning
(1)
knowledge distillation
(1)
semantic alignment
(1)
language model
(1)
foundation model
(1)
zero-shot generalization
(1)
client-server architecture
(1)
vision model
(1)
spatio-temporal forecasting
(1)
causal graph
(1)
parameter reduction
(1)
personalized federated learning
(1)
large language model
(1)
client customization
(1)
prompt adaptation
(1)
model compression
(1)
Papers
OccamVTS: Distilling Vision Models to 1% Parameters for Time Series Forecasting
AAAI 2026
Augur: Modeling Covariate Causal Associations in Time Series via Large Language Models
ACL 2026
Personalized Federated Learning for Spatio-Temporal Forecasting: A Dual Semantic Alignment-Based Contrastive Approach
AAAI 2025
Time-FFM: Towards LM-Empowered Federated Foundation Model for Time Series Forecasting
NIPS 2024