Tianze Wang
5 papers · 2023–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(14)
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(3)
Core AI
(3)
Optimization & Theory
(3)
Natural Language Processing
(2)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Generation
(1)
Learning Types
(1)
Methods
(1)
Optimization
(1)
Keywords
retrieval-augmented generation
(2)
self-supervised learning
(1)
question answering
(1)
preference optimization
(1)
multimodal learning
(1)
markov chain monte carlo
(1)
stochastic mirror descent
(1)
human preference
(1)
unbiased estimator
(1)
event sequence
(1)
player modeling
(1)
medical visual question answering
(1)
multilevel monte carlo
(1)
nested expectation
(1)
parallel processor
(1)
small language model
(1)
factual hallucination
(1)
medical vision-language model
(1)
post processing
(1)
game analytics
(1)
Papers
MMed-RAG: Versatile Multimodal RAG System for Medical Vision Language Models
ICLR 2025
MPO: An Efficient Post-Processing Framework for Mixing Diverse Preference Alignment
ICML 2025
RoseRAG: Robust Retrieval-augmented Generation with Small-scale LLMs via Margin-aware Preference Optimization
ACL 2025
Understanding Players as if They Are Talking to the Game in a Customized Language: A Pilot Study
EMNLP 2024
Unbiased Multilevel Monte Carlo Methods for Intractable Distributions: MLMC Meets MCMC
JMLR 2023