Yiqi Wang
10 papers · 2020–2026 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (27) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
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Renaissance Researcher
(5)
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Century Club Β· Bronze
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Research topics
Artificial Intelligence
(9)
Core AI
(9)
Machine Learning
(8)
Deep Learning
(5)
Core Methods
(5)
Application Areas
(4)
Learning Types Β· Machine Learning
(4)
Architectures
(3)
Learning Types Β· Deep Learning
(2)
Models
(2)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Generation
(1)
Keywords
large language model
(2)
vision-language model
(2)
multimodal learning
(2)
sequence modeling
(1)
adversarial learning
(1)
semi-supervised learning
(1)
sample efficiency
(1)
offline reinforcement learning
(1)
mathematical reasoning
(1)
dialogue generation
(1)
knowledge representation
(1)
message passing
(1)
model merging
(1)
computational efficiency
(1)
tensor decomposition
(1)
adversarial robustness
(1)
l1 regularization
(1)
graph embedding
(1)
subset selection
(1)
link prediction
(1)
Papers
Investigating Data Pruning for Pretraining Biological Foundation Models at Scale
AAAI 2026
MTA:A Merge-then-Adapt Framework for Personalized Large Language Models
ACL 2026
Renormalization Group Guided Tensor Network Structure Search
AAAI 2026
InfiMM-WebMath-40B: Advancing Multimodal Pre-Training for Enhanced Mathematical Reasoning
EMNLP 2025
InfiMM: Advancing Multimodal Understanding with an Open-Sourced Visual Language Model
ACL 2024
Are Message Passing Neural Networks Really Helpful for Knowledge Graph Completion?
ACL 2023
A trajectory is worth three sentences: multimodal transformer for offline reinforcement learning
UAI 2023
HousE: Knowledge Graph Embedding with Householder Parameterization
ICML 2022
Elastic Graph Neural Networks
ICML 2021
Mitigating Gender Bias for Neural Dialogue Generation with Adversarial Learning
EMNLP 2020