TIAN TIAN
11 papers · 2015–2026 · 6 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
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (35)
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Topic Evolution
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Century Club Β· Bronze
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Renaissance Researcher
(5)
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Top co-authors
Research topics
Machine Learning
(9)
Artificial Intelligence
(7)
Learning Types Β· Machine Learning
(6)
Core Methods
(5)
Deep Learning
(3)
Application Areas
(3)
Core AI
(3)
Mathematics & Optimization
(2)
Natural Language Processing
(2)
Reinforcement Learning
(2)
Applications
(2)
Bayesian & Probabilistic
(2)
Learning Paradigms
(2)
Learning Types Β· Deep Learning
(2)
Optimization & Theory
(2)
Keywords
graph neural network
(2)
reinforcement learning
(2)
variational inference
(2)
uncertainty modeling
(1)
direct preference optimization
(1)
data augmentation
(1)
off-policy evaluation
(1)
density estimation
(1)
hierarchical classification
(1)
semi-supervised clustering
(1)
question answering
(1)
natural policy gradient
(1)
bayesian inference
(1)
rumor detection
(1)
adversarial learning
(1)
chain-of-thought reasoning
(1)
sample complexity
(1)
code generation
(1)
heterogeneous information network
(1)
contrastive learning
(1)
Papers
GARNET: GoT-Based Alert Reduction and Narrative Event Tracing
AAAI 2026
Modeling Uncertainty Trends for Timely Retrieval in Dynamic RAG
AAAI 2026
Uncovering the Impact of Chain-of-Thought Reasoning for Direct Preference Optimization: Lessons from Text-to-SQL
ACL 2025
Confident Natural Policy Gradient for Local Planning in q_Ο-realizable Constrained MDPs
NeurIPS 2024
Doubly-Asynchronous Value Iteration: Making Value Iteration Asynchronous in Actions
NeurIPS 2022
Rumor Detection on Social Media with Graph Structured Adversarial Learning
IJCAI 2020
VFlow: More Expressive Generative Flows with Variational Data Augmentation
ICML 2020
Adversarial Attack on Graph Structured Data
ICML 2018
Semi-crowdsourced Clustering with Deep Generative Models
NeurIPS 2018
Joint Embedding of Hierarchical Categories and Entities for Concept Categorization and Dataless Classification
COLING 2016
Max-Margin Majority Voting for Learning from Crowds
NeurIPS 2015