Yinan Li
13 papers · 2018–2026 · 9 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (41) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
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Topic Evolution
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Keyword Collector
(86)
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Century Club Β· Bronze
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Unstoppable Β· Bronze
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Renaissance Researcher
(9)
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Research topics
Machine Learning
(11)
Core Methods
(8)
Deep Learning
(7)
Artificial Intelligence
(5)
Mathematics & Optimization
(5)
Optimization & Theory
(5)
Core AI
(4)
Learning Types Β· Machine Learning
(4)
Models
(4)
Optimization
(4)
Mathematics
(3)
Computer Vision
(2)
Architectures
(2)
Learning Types Β· Deep Learning
(2)
Computer Science
(1)
Keywords
active learning
(2)
non-negative matrix factorization
(2)
contrastive learning
(2)
label complexity
(2)
pac learning
(2)
cross-modal hashing
(2)
tsybakov noise
(2)
exponential speedup
(2)
zero-shot learning
(1)
model-based learning
(1)
reinforcement learning
(1)
temporal reasoning
(1)
multimodal learning
(1)
langevin dynamics
(1)
attention mechanism
(1)
markov chain monte carlo
(1)
non-convex optimization
(1)
stability analysis
(1)
quantum computing
(1)
image generation
(1)
Papers
Second-Order Bounds for $[0,1]$-Valued Regression via Betting Loss
COLT 2026
Stationary and Clustering Transformer Hashing for Cross-modal Retrieval
AAAI 2026
Asymmetric Cross-Modal Hashing Based on Formal Concept Analysis
AAAI 2025
Efficiently Access Diffusion Fisher: Within the Outer Product Span Space
ICML 2025
Unleashing High-Quality Image Generation in Diffusion Sampling Using Second-Order Levenberg-Marquardt-Langevin
ICCV 2025
Efficient Active Learning Halfspaces with Tsybakov Noise: A Non-convex Optimization Approach
AISTATS 2024
HGE: Embedding Temporal Knowledge Graphs in a Product Space of Heterogeneous Geometric Subspaces
AAAI 2024
Non-asymptotic Approximation Error Bounds of Parameterized Quantum Circuits
NeurIPS 2024
Clover: Towards a Unified Video-Language Alignment and Fusion Model
CVPR 2023
A Piecewise Learning Framework for Control of Unknown Nonlinear Systems with Stability Guarantees
L4DC 2022
Improved Algorithms for Efficient Active Learning Halfspaces with Massart and Tsybakov Noise
COLT 2021
A Quantum-inspired Classical Algorithm for Separable Non-negative Matrix Factorization
IJCAI 2019
Quantum Divide-and-Conquer Anchoring for Separable Non-negative Matrix Factorization
IJCAI 2018