Qin Li
12 papers · 2020–2026 · 9 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (20) π§ Keyword Pioneer π Conference Polyglot (7) π Academic Marathon (5) π£ Hot Topic Early Bird
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Interdisciplinary Bridge
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Cross-Pollinator
(6)
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Renaissance Researcher
(5)
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Century Club
(11)
Conferences
JMLR (3)
AAAI (2)
ACL (1)
AISTATS (1)
COLT (1)
ECCV (1)
EMNLP (1)
ICCV (1)
NIPS (1)
Top co-authors
Keywords
log-concave distribution
(3)
stochastic gradient
(3)
markov chain monte carlo
(2)
variance reduction
(2)
high-dimensional sampling
(2)
gradient descent
(2)
langevin monte carlo
(2)
random coordinate descent
(2)
chain-of-thought reasoning
(1)
safety alignment
(1)
in-context learning
(1)
langevin dynamics
(1)
bayesian sampling
(1)
neural network optimization
(1)
image-to-image translation
(1)
bayesian inference
(1)
probability measure
(1)
low-rank representation
(1)
probabilistic model
(1)
model safety
(1)
Papers
Tensorized Label Learning via Balanced Tensor Regression
AAAI 2026
Maximizing Schatten-p Norm Regularization Toward Balance
AAAI 2026
Fair-CCD: Mitigating Bias in Large Language Models for Tabular Classification Through Context-Contrastive Decoding
ACL 2026
SURE: Safety Understanding and Reasoning Enhancement for Multimodal Large Language Models
EMNLP 2025
Accelerating optimization over the space of probability measures
JMLR 2025
Beyond MOT: Semantic Multi-Object Tracking
ECCV 2024
Overparameterization of Deep ResNet: Zero Loss and Mean-field Analysis
JMLR 2022
Langevin Monte Carlo: random coordinate descent and variance reduction
JMLR 2021
Random Coordinate Underdamped Langevin Monte Carlo
AISTATS 2021
Random Coordinate Langevin Monte Carlo
COLT 2021
I2UV-HandNet: Image-to-UV Prediction Network for Accurate and High-Fidelity 3D Hand Mesh Modeling
ICCV 2021
Variance reduction for Random Coordinate Descent-Langevin Monte Carlo
NIPS 2020