Qihan Ren
7 papers · 2021–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π§ Keyword Pioneer π Conference Polyglot (3) π Interdisciplinary Bridge π Cross-Pollinator (13)
π
Academic Marathon
(5)
πΊοΈ
Taxonomy Completionist
(14)
π
Grand Slam
Conferences
NIPS (3)
ICLR (2)
AAAI (1)
ICML (1)
Top co-authors
Keywords
deep neural network
(2)
learning theory
(1)
feature learning
(1)
variational inference
(1)
multimodal learning
(1)
deep learning theory
(1)
adversarial training
(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)
concept encoding
(1)
Papers
Benchmarking Multimodal Knowledge Conflict for Large Multimodal Models
AAAI 2026
Towards the Dynamics of a DNN Learning Symbolic Interactions
NIPS 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
NIPS 2023
DISCOVERING AND EXPLAINING THE REPRESENTATION BOTTLENECK OF DNNS
ICLR 2022
Interpreting Representation Quality of DNNs for 3D Point Cloud Processing
NIPS 2021