Bowen Tian
6 papers · 2022–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (5) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (17) π§ Keyword Pioneer
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Hot Topic Early Bird
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Cross-Pollinator
(15)
Conferences
COLING (2)
AAAI (1)
EMNLP (1)
IJCAI (1)
NIPS (1)
Top co-authors
Keywords
generative adversarial network
(2)
anomaly detection
(2)
large language model
(2)
image generation
(1)
non-convex optimization
(1)
information bottleneck
(1)
direct preference optimization
(1)
knowledge distillation
(1)
in-context learning
(1)
global convergence
(1)
efficient inference
(1)
web search ranking
(1)
stationary point
(1)
ranking loss
(1)
positive-unlabeled learning
(1)
noise model
(1)
context compression
(1)
domain-specific fine-tuning
(1)
question answer generation
(1)
unsupervised evaluation metric
(1)
Papers
MDPO: Customized Direct Preference Optimization with a Metric-based Sampler for Question and Answer Generation
COLING 2025
Best Practices for Distilling Large Language Models into BERT for Web Search Ranking
COLING 2025
QUITO-X: A New Perspective on Context Compression from the Information Bottleneck Theory
EMNLP 2025
Leveraging Contaminated Datasets to Learn Clean-Data Distribution with Purified Generative Adversarial Networks
AAAI 2023
Global Convergence and Stability of Stochastic Gradient Descent
NIPS 2022
Anomaly Detection by Leveraging Incomplete Anomalous Knowledge with Anomaly-Aware Bidirectional GANs
IJCAI 2022