Tianqiao Liu
8 papers · 2021–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Cross-Pollinator (14) π Conference Polyglot (5) π Renaissance Researcher (7) π Interdisciplinary Bridge
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Hot Topic Early Bird
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Taxonomy Completionist
(20)
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Grand Slam
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Trend Setter
β
The Questioner
Conferences
EMNLP (3)
AAAI (2)
ICLR (1)
ICML (1)
NIPS (1)
Top co-authors
Keywords
causal inference
(1)
domain adaptation
(1)
sentiment analysis
(1)
optimal transport
(1)
mathematical reasoning
(1)
self-supervised learning
(1)
preference alignment
(1)
text generation
(1)
multimodal learning
(1)
cross-modal learning
(1)
visual reasoning
(1)
low-resource learning
(1)
monte carlo tree search
(1)
denoising autoencoder
(1)
treatment effect estimation
(1)
counterfactual regression
(1)
process supervision
(1)
masked language modeling
(1)
emotion classification
(1)
neural model
(1)
Papers
StatsChartMWP: A Dataset for Evaluating Multimodal Mathematical Reasoning Abilities on Math Word Problems with Statistical Charts
EMNLP 2025
Unbiased Recommender Learning from Implicit Feedback via Weakly Supervised Learning
ICML 2025
What Are Step-Level Reward Models Rewarding? Counterintuitive Findings from MCTS-Boosted Mathematical Reasoning
AAAI 2025
Advancing Mathematical Reasoning in Language Models: The Impact of Problem-Solving Data, Data Synthesis Methods, and Training Stages
ICLR 2025
Optimal Transport for Treatment Effect Estimation
NIPS 2023
Self-Supervised Audio-and-Text Pre-training with Extremely Low-Resource Parallel Data
AAAI 2022
Mathematical Word Problem Generation from Commonsense Knowledge Graph and Equations
EMNLP 2021
CTAL: Pre-training Cross-modal Transformer for Audio-and-Language Representations
EMNLP 2021