Tianchun Wang
9 papers · 2023–2026 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (26) π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Gold π Triple Crown
π
Renaissance Researcher
(5)
β‘
Prolific Year Β· Productive
Venues
Top co-authors
Research topics
Artificial Intelligence
(7)
Machine Learning
(7)
Core AI
(7)
Deep Learning
(5)
Learning Types Β· Machine Learning
(5)
Core Methods
(4)
Data Science & Analytics
(2)
Application Areas
(2)
Architectures
(2)
Learning Types Β· Deep Learning
(2)
Models
(2)
Healthcare & Medicine
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Applications
(1)
Keywords
time series
(2)
large language model
(2)
contrastive learning
(2)
reinforcement learning
(2)
representation learning
(2)
information bottleneck
(2)
text generation
(1)
majority voting
(1)
data augmentation
(1)
semi-supervised classification
(1)
jailbreak defense
(1)
adversarial attack
(1)
generative model
(1)
normalizing flow
(1)
distribution shift
(1)
adversarial prompt
(1)
distributional shift
(1)
electronic health record
(1)
jailbreak attack
(1)
message passing
(1)
Papers
On the Effect of Sampling Diversity in Scaling LLM Inference
UAI 2026
DiaLLMs: EHR-Enhanced Clinical Conversational System for Clinical Test Recommendation and Diagnosis Prediction
ACL 2025
Humanizing the Machine: Proxy Attacks to Mislead LLM Detectors
ICLR 2025
Explaining Time Series via Contrastive and Locally Sparse Perturbations
ICLR 2024
Parametric Augmentation for Time Series Contrastive Learning
ICLR 2024
Protecting Your LLMs with Information Bottleneck
NeurIPS 2024
TimeX++: Learning Time-Series Explanations with Information Bottleneck
ICML 2024
Towards Robust Fidelity for Evaluating Explainability of Graph Neural Networks
ICLR 2024
GC-Flow: A Graph-Based Flow Network for Effective Clustering
ICML 2023