Xingzhuo Guo
8 papers · 2023–2025 · 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 · Silver
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(18)
🐣
Hot Topic Early Bird
🏆
Grand Slam
Venues
Top co-authors
Research topics
Deep Learning
(4)
Artificial Intelligence
(3)
Machine Learning
(3)
Learning Types · Machine Learning
(3)
Models
(3)
Data Science & Analytics
(2)
Application Areas
(2)
Core AI
(2)
Computer Vision
(1)
Applications
(1)
Core Methods
(1)
Learning Paradigms
(1)
Learning Types · Deep Learning
(1)
Methods
(1)
Optimization & Theory
(1)
Keywords
diffusion model
(2)
domain generalization
(2)
zero-shot learning
(1)
adversarial optimization
(1)
out-of-distribution generalization
(1)
transfer learning
(1)
temporal dynamics
(1)
feature interaction
(1)
code completion
(1)
scalability
(1)
domain adaptation
(1)
parameter-efficient transfer learning
(1)
mutual information
(1)
time series forecasting
(1)
adversarial learning
(1)
observational study
(1)
contrastive learning
(1)
model training
(1)
token prediction
(1)
causal inference
(1)
Papers
Dynamical Diffusion: Learning Temporal Dynamics with Diffusion Models
ICLR 2025
CogDPM: Diffusion Probabilistic Models via Cognitive Predictive Coding
ICML 2024
Decoupled Training: Return of Frustratingly Easy Multi-Domain Learning
AAAI 2024
Diffusion Tuning: Transferring Diffusion Models via Chain of Forgetting
NeurIPS 2024
On the Embedding Collapse when Scaling up Recommendation Models
ICML 2024
CLIPood: Generalizing CLIP to Out-of-Distributions
ICML 2023
Estimating Heterogeneous Treatment Effects: Mutual Information Bounds and Learning Algorithms
ICML 2023
HermEs: Interactive Spreadsheet Formula Prediction via Hierarchical Formulet Expansion
ACL 2023