Yancheng Yuan
12 papers · 2018–2026 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (36) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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(6)
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Century Club Β· Bronze
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Research topics
Machine Learning
(10)
Artificial Intelligence
(5)
Deep Learning
(5)
Core AI
(4)
Core Methods
(4)
Optimization & Theory
(4)
Mathematics & Optimization
(3)
Natural Language Processing
(3)
Application Areas
(3)
Learning Types
(3)
Models
(3)
Optimization
(3)
Resources & Methods
(3)
Computer Science
(2)
Data Science & Analytics
(2)
Keywords
convex clustering
(3)
large language model
(2)
influence function
(2)
in-context learning
(2)
diffusion model
(2)
parameter-efficient fine-tuning
(2)
augmented lagrangian method
(2)
composite optimization
(1)
item recommendation
(1)
online advertising
(1)
convex relaxation
(1)
dimension reduction
(1)
preference modeling
(1)
random projection
(1)
knowledge editing
(1)
delayed feedback
(1)
iteration complexity
(1)
machine unlearning
(1)
last-iterate convergence
(1)
high-dimensional data
(1)
Papers
Delayed Feedback Modeling with Influence Functions
AAAI 2026
Magnitude-Modulated Equivariant Adapter for Parameter-Efficient Fine-Tuning of Equivariant Graph Neural Networks
AAAI 2026
A Tight Convergence Analysis of Inexact Stochastic Proximal Point Algorithm for Stochastic Composite Optimization Problems
ICLR 2025
Enhancing Input-Label Mapping in In-Context Learning with Contrastive Decoding
ACL 2025
Expressive Talking Human from Single-Image with Imperfect Priors
ICCV 2025
Randomly Projected Convex Clustering Model: Motivation, Realization, and Cluster Recovery Guarantees
JMLR 2025
Unified Parameter-Efficient Unlearning for LLMs
ICLR 2025
Collective Certified Robustness against Graph Injection Attacks
ICML 2024
Revisiting Demonstration Selection Strategies in In-Context Learning
ACL 2024
Generate What You Prefer: Reshaping Sequential Recommendation via Guided Diffusion
NeurIPS 2023
Convex Clustering: Model, Theoretical Guarantee and Efficient Algorithm
JMLR 2021
An Efficient Semismooth Newton based Algorithm for Convex Clustering
ICML 2018