Qin Li
13 papers · 2020–2026 · 10 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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π Interdisciplinary Bridge Β· Bronze π Conference Polyglot Β· Gold π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (27) π£ Hot Topic Early Bird
π
Century Club Β· Bronze
ποΈ
Keyword Collector
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Research topics
Machine Learning
(6)
Mathematics & Optimization
(5)
Optimization
(5)
Optimization & Theory
(5)
Artificial Intelligence
(3)
Deep Learning
(2)
Core AI
(2)
Core Methods
(2)
Mathematics
(2)
Computer Vision
(1)
Natural Language Processing
(1)
Analysis
(1)
Applications
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Keywords
log-concave distribution
(4)
langevin monte carlo
(3)
stochastic gradient
(3)
markov chain monte carlo
(2)
variance reduction
(2)
gradient descent
(2)
random coordinate descent
(2)
high-dimensional sampling
(2)
information bottleneck
(1)
image-to-image translation
(1)
bayesian inference
(1)
neural network optimization
(1)
safety alignment
(1)
langevin dynamics
(1)
model safety
(1)
hand pose estimation
(1)
neural network training
(1)
coordinate descent
(1)
low-rank representation
(1)
chain-of-thought reasoning
(1)
Papers
Fair-CCD: Mitigating Bias in Large Language Models for Tabular Classification Through Context-Contrastive Decoding
ACL 2026
Maximizing Schatten-p Norm Regularization Toward Balance
AAAI 2026
SeD-UD: An Influence-Driven and Hierarchically-Decoupled Information Bottleneck for Multimodal Intent Recognition
CVPR 2026
Tensorized Label Learning via Balanced Tensor Regression
AAAI 2026
Accelerating optimization over the space of probability measures
JMLR 2025
SURE: Safety Understanding and Reasoning Enhancement for Multimodal Large Language Models
EMNLP 2025
Beyond MOT: Semantic Multi-Object Tracking
ECCV 2024
Overparameterization of Deep ResNet: Zero Loss and Mean-field Analysis
JMLR 2022
I2UV-HandNet: Image-to-UV Prediction Network for Accurate and High-Fidelity 3D Hand Mesh Modeling
ICCV 2021
Langevin Monte Carlo: random coordinate descent and variance reduction
JMLR 2021
Random Coordinate Langevin Monte Carlo
COLT 2021
Random Coordinate Underdamped Langevin Monte Carlo
AISTATS 2021
Variance reduction for Random Coordinate Descent-Langevin Monte Carlo
NeurIPS 2020