Tian Qin
10 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Renaissance Researcher (6) πΊοΈ Taxonomy Completionist (26) π Interdisciplinary Bridge π Conference Polyglot (4) π§ Keyword Pioneer
π
Cross-Pollinator
(8)
ποΈ
Keyword Collector
(59)
π
Century Club
(10)
π₯
Unstoppable
(5)
Conferences
NIPS (5)
ICML (3)
AAAI (1)
EMNLP (1)
Top co-authors
Keywords
rehearsal learning
(3)
causal inference
(3)
active learning
(2)
permutation equivariance
(1)
probabilistic graphical model
(1)
out-of-distribution generalization
(1)
budgeted learning
(1)
nonlinear regression
(1)
bayesian framework
(1)
data compression
(1)
language model
(1)
latent variable
(1)
causal effect
(1)
revenue optimization
(1)
normalizing flow
(1)
regret minimization
(1)
synthetic datum
(1)
learning dynamics
(1)
causal effect identification
(1)
gradient-based optimization
(1)
Papers
Data Drives Unstable Hierarchical Generalization in LMs
EMNLP 2025
Gradient-Based Nonlinear Rehearsal Learning with Multivariate Alterations
AAAI 2025
Avoiding Undesired Future with Minimal Cost in Non-Stationary Environments
NIPS 2024
Distinguishing the Knowable from the Unknowable with Language Models
ICML 2024
A Label is Worth A Thousand Images in Dataset Distillation
NIPS 2024
Rehearsal Learning for Avoiding Undesired Future
NIPS 2023
Estimating Possible Causal Effects with Latent Variables via Adjustment
ICML 2023
Benefits of Permutation-Equivariance in Auction Mechanisms
NIPS 2022
Sound and Complete Causal Identification with Latent Variables Given Local Background Knowledge
NIPS 2022
Budgeted Heterogeneous Treatment Effect Estimation
ICML 2021