Qihe Huang
11 papers · 2023–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (14) π Renaissance Researcher (6) π§ Keyword Pioneer πΊοΈ Taxonomy Completionist (26) π Interdisciplinary Bridge
π
Conference Polyglot
(5)
π
Grand Slam
π€
Dynamic Duo
(10)
π
Century Club
(10)
Conferences
ICML (3)
NIPS (3)
AAAI (2)
IJCAI (2)
ICLR (1)
Top co-authors
Keywords
time series forecasting
(2)
dynamic graph
(2)
graph neural network
(2)
image generation
(1)
domain generalization
(1)
transfer learning
(1)
domain adaptation
(1)
knowledge transfer
(1)
multimodal learning
(1)
image editing
(1)
prompt learning
(1)
out-of-distribution generalization
(1)
time series prediction
(1)
multi-scale analysis
(1)
noise reduction
(1)
multivariate time series
(1)
spatio-temporal learning
(1)
concept shift
(1)
environment inference
(1)
multivariate time series forecasting
(1)
Papers
Talk2Image: A Multi-Agent System for Multi-Turn Image Generation and Editing
AAAI 2026
TimeBase: The Power of Minimalism in Efficient Long-term Time Series Forecasting
ICML 2025
SynEVO: A neuro-inspired spatiotemporal evolutional framework for cross-domain adaptation
ICML 2025
Enhancing Graph Invariant Learning from a Negative Inference Perspective
ICML 2025
Revealing Concept Shift in Spatio-Temporal Graphs via State Learning
IJCAI 2025
LeRet: Language-Empowered Retentive Network for Time Series Forecasting
IJCAI 2024
Improving Generalization of Dynamic Graph Learning via Environment Prompt
NIPS 2024
Get Rid of Isolation: A Continuous Multi-task Spatio-Temporal Learning Framework
NIPS 2024
HDMixer: Hierarchical Dependency with Extendable Patch for Multivariate Time Series Forecasting
AAAI 2024
CrossGNN: Confronting Noisy Multivariate Time Series Via Cross Interaction Refinement
NIPS 2023
GReTo: Remedying dynamic graph topology-task discordance via target homophily
ICLR 2023