Qihan Ren
7 papers · 2021–2026 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (14) π£ Hot Topic Early Bird
π
Grand Slam
Venues
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(5)
Deep Learning
(5)
Core AI
(5)
Optimization & Theory Β· Machine Learning
(5)
Architectures
(3)
Core Methods
(2)
Optimization & Theory Β· Deep Learning
(2)
Natural Language Processing
(1)
Applications
(1)
Bayesian & Probabilistic
(1)
Learning Types
(1)
Models
(1)
Keywords
neural network
(3)
deep neural network
(2)
learning theory
(2)
representation learning
(2)
multimodal learning
(1)
deep learning theory
(1)
adversarial training
(1)
deep learning
(1)
neural network optimization
(1)
neural network theory
(1)
concept learning
(1)
interaction detection
(1)
large multimodal model
(1)
training dynamics
(1)
bayesian neural network
(1)
retrieval-augmented generation
(1)
point cloud processing
(1)
conflict detection
(1)
parametric knowledge
(1)
knowledge conflict
(1)
Papers
Benchmarking Multimodal Knowledge Conflict for Large Multimodal Models
AAAI 2026
Towards the Dynamics of a DNN Learning Symbolic Interactions
NeurIPS 2024
Where We Have Arrived in Proving the Emergence of Sparse Interaction Primitives in DNNs
ICLR 2024
Bayesian Neural Networks Avoid Encoding Complex and Perturbation-Sensitive Concepts
ICML 2023
Towards the Difficulty for a Deep Neural Network to Learn Concepts of Different Complexities
NeurIPS 2023
DISCOVERING AND EXPLAINING THE REPRESENTATION BOTTLENECK OF DNNS
ICLR 2022
Interpreting Representation Quality of DNNs for 3D Point Cloud Processing
NeurIPS 2021