Mengyue Yang
11 papers · 2021–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Renaissance Researcher (7) π Conference Polyglot (4) π Academic Marathon (5) πΊοΈ Taxonomy Completionist (17)
π
Academic Marathon
(5)
π
Renaissance Researcher
(7)
π
Interdisciplinary Bridge
π
Grand Slam
π
Century Club
(10)
β
The Questioner
Conferences
NIPS (3)
AAAI (2)
ICLR (2)
ICML (2)
ACL (1)
CVPR (1)
Top co-authors
Keywords
causal inference
(3)
reinforcement learning
(2)
language modeling
(1)
policy learning
(1)
out-of-distribution generalization
(1)
disentangled representation
(1)
variational autoencoder
(1)
representation engineering
(1)
world model
(1)
game ai
(1)
uncertainty minimization
(1)
structural causal model
(1)
causal representation learning
(1)
invariant learning
(1)
conversational agent
(1)
recommender system
(1)
cold-start problem
(1)
online decision tree
(1)
counterfactual generation
(1)
process reward model
(1)
Papers
Fine-Grained Interpretation of Political Opinions in Large Language Models
AAAI 2026
A Comprehensive Survey of Process Reward Models: Data Generation, Model Construction, and Usage
ACL 2026
Toward Causal Foundation World Models: From Representation to Decision-Making
AAAI 2026
Causal Representation Learning from Multimodal Biomedical Observations
ICLR 2025
Efficient Reinforcement Learning with Large Language Model Priors
ICLR 2025
Large Language Models are Demonstration Pre-Selectors for Themselves
ICML 2025
When Can Proxies Improve the Sample Complexity of Preference Learning?
ICML 2025
Lending Interaction Wings to Recommender Systems with Conversational Agents
NIPS 2023
ChessGPT: Bridging Policy Learning and Language Modeling
NIPS 2023
Invariant Learning via Probability of Sufficient and Necessary Causes
NIPS 2023
CausalVAE: Disentangled Representation Learning via Neural Structural Causal Models
CVPR 2021