Zeen Song
5 papers · 2024–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(11)
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Core AI
(4)
Knowledge & Reasoning
(2)
Optimization & Theory
(2)
Reasoning
(2)
Deep Learning
(1)
Application Areas
(1)
Learning Paradigms · Artificial Intelligence
(1)
Learning Paradigms · Machine Learning
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Keywords
structural causal model
(4)
causal inference
(2)
self-supervised learning
(1)
out-of-distribution generalization
(1)
bilevel optimization
(1)
latent variable model
(1)
reward hacking
(1)
spurious correlation
(1)
sparse autoencoder
(1)
causal representation learning
(1)
invariant learning
(1)
clip embedding
(1)
interventional data
(1)
backdoor adjustment
(1)
task confounder
(1)
causal representation
(1)
negative knowledge transfer
(1)
linear mapping
(1)
process reward model
(1)
large language model
(1)
Papers
Causal Reward Adjustment: Mitigating Reward Hacking in External Reasoning via Backdoor Correction
AAAI 2026
Group Causal Policy Optimization for Post-Training Large Language Models
AAAI 2026
Learning Invariant Causal Mechanism from Vision-Language Models
ICML 2025
On the Out-of-Distribution Generalization of Self-Supervised Learning
ICML 2025
Hacking Task Confounder in Meta-Learning
IJCAI 2024