Shengyu Zhu
10 papers · 2019–2025 · 8 conferences · across top CS/AI conferences
Achievements
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🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (14) 🌍 Conference Polyglot (8) 🏃 Academic Marathon (6) 🌈 Renaissance Researcher (6)
🌉
Interdisciplinary Bridge
🐝
Cross-Pollinator
(14)
🌈
Renaissance Researcher
(6)
🔥
Unstoppable
(5)
💎
Century Club
(10)
❓
The Questioner
Conferences
NIPS (2)
UAI (2)
AISTATS (1)
CVPR (1)
EMNLP (1)
ICLR (1)
ICML (1)
IJCAI (1)
Top co-authors
Keywords
causal mechanism
(2)
domain generalization
(2)
out-of-distribution generalization
(2)
causal discovery
(2)
hypothesis testing
(1)
model safety
(1)
variable selection
(1)
safety alignment
(1)
domain adaptation
(1)
markov decision process
(1)
spurious correlation
(1)
causal structure
(1)
conditional dependence
(1)
maximum mean discrepancy
(1)
bayesian optimization
(1)
minimax optimization
(1)
reinforcement learning
(1)
jailbreak attack
(1)
inference acceleration
(1)
model compression
(1)
Papers
Speculative Safety-Aware Decoding
EMNLP 2025
Conditional counterfactual causal effect for individual attribution
UAI 2023
Provably Invariant Learning without Domain Information
ICML 2023
ZIN: When and How to Learn Invariance Without Environment Partition?
NIPS 2022
Para-CFlows: $C^k$-universal diffeomorphism approximators as superior neural surrogates
NIPS 2022
Out-of-Distribution Generalization With Causal Invariant Transformations
CVPR 2022
Reframed GES with a neural conditional dependence measure
UAI 2022
Ordering-Based Causal Discovery with Reinforcement Learning
IJCAI 2021
Causal Discovery with Reinforcement Learning
ICLR 2020
Universal Hypothesis Testing with Kernels: Asymptotically Optimal Tests for Goodness of Fit
AISTATS 2019