Xingzhuo Guo
8 papers · 2023–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (12) π£ Hot Topic Early Bird π Conference Polyglot (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (16)
π§
Keyword Pioneer
π
Grand Slam
Conferences
ICML (4)
AAAI (1)
ACL (1)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
domain generalization
(2)
contrastive learning
(1)
zero-shot learning
(1)
adversarial learning
(1)
adversarial optimization
(1)
transfer learning
(1)
domain adaptation
(1)
code completion
(1)
out-of-distribution generalization
(1)
parameter-efficient transfer learning
(1)
mutual information
(1)
observational study
(1)
diffusion model
(1)
model training
(1)
token prediction
(1)
selection bia
(1)
multi-domain learning
(1)
heterogeneous treatment effect
(1)
hierarchical generation
(1)
parse tree
(1)
Papers
Dynamical Diffusion: Learning Temporal Dynamics with Diffusion Models
ICLR 2025
Decoupled Training: Return of Frustratingly Easy Multi-Domain Learning
AAAI 2024
Diffusion Tuning: Transferring Diffusion Models via Chain of Forgetting
NIPS 2024
CogDPM: Diffusion Probabilistic Models via Cognitive Predictive Coding
ICML 2024
On the Embedding Collapse when Scaling up Recommendation Models
ICML 2024
CLIPood: Generalizing CLIP to Out-of-Distributions
ICML 2023
HermEs: Interactive Spreadsheet Formula Prediction via Hierarchical Formulet Expansion
ACL 2023
Estimating Heterogeneous Treatment Effects: Mutual Information Bounds and Learning Algorithms
ICML 2023