Tian Qin
10 papers · 2021–2025 · 4 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
Jump to papers ↓+2 more ↓ Show less ↑
🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (25) 🐣 Hot Topic Early Bird 🗃️ Keyword Collector (64)
🔥
Unstoppable · Bronze
💎
Century Club · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(10)
Artificial Intelligence
(8)
Core AI
(8)
Optimization & Theory
(7)
Learning Types · Machine Learning
(5)
Core Methods
(4)
Application Areas
(3)
Deep Learning
(2)
Natural Language Processing
(2)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Architectures
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Keywords
rehearsal learning
(3)
causal inference
(3)
active learning
(2)
epistemic uncertainty
(1)
bayesian framework
(1)
budgeted learning
(1)
embedding
(1)
out-of-distribution generalization
(1)
regret minimization
(1)
nonlinear regression
(1)
revenue optimization
(1)
data compression
(1)
probabilistic graphical model
(1)
latent variable
(1)
causal effect
(1)
permutation equivariance
(1)
normalizing flow
(1)
language model
(1)
synthetic data
(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
A Label is Worth A Thousand Images in Dataset Distillation
NeurIPS 2024
Avoiding Undesired Future with Minimal Cost in Non-Stationary Environments
NeurIPS 2024
Distinguishing the Knowable from the Unknowable with Language Models
ICML 2024
Estimating Possible Causal Effects with Latent Variables via Adjustment
ICML 2023
Rehearsal Learning for Avoiding Undesired Future
NeurIPS 2023
Benefits of Permutation-Equivariance in Auction Mechanisms
NeurIPS 2022
Sound and Complete Causal Identification with Latent Variables Given Local Background Knowledge
NeurIPS 2022
Budgeted Heterogeneous Treatment Effect Estimation
ICML 2021