Xuechen Zhang
9 papers · 2021–2025 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (13) π Renaissance Researcher (5)
πΊοΈ
Taxonomy Completionist
(22)
ποΈ
Keyword Collector
(52)
Conferences
NIPS (4)
AAAI (3)
ICML (1)
L4DC (1)
Top co-authors
Keywords
attention mechanism
(3)
language modeling
(2)
support vector machine
(2)
transformer architecture
(2)
selective attention
(1)
data augmentation
(1)
reinforcement learning
(1)
universal approximation
(1)
manifold learning
(1)
policy learning
(1)
state-space model
(1)
gradient descent
(1)
probability density
(1)
score matching
(1)
diffusion model
(1)
token selection
(1)
model selection
(1)
neural ordinary differential equation
(1)
loss function
(1)
generative modeling
(1)
Papers
On the Power of Convolution-Augmented Transformer
AAAI 2025
Test-Time Training Provably Improves Transformers as In-context Learners
ICML 2025
Selective Attention: Enhancing Transformer through Principled Context Control
NIPS 2024
Efficient Contextual LLM Cascades through Budget-Constrained Policy Learning
NIPS 2024
A Score-Based Deterministic Diffusion Algorithm with Smooth Scores for General Distributions
AAAI 2024
Class-Attribute Priors: Adapting Optimization to Heterogeneity and Fairness Objective
AAAI 2024
Learning on Manifolds: Universal Approximations Properties using Geometric Controllability Conditions for Neural ODEs
L4DC 2023
Max-Margin Token Selection in Attention Mechanism
NIPS 2023
AutoBalance: Optimized Loss Functions for Imbalanced Data
NIPS 2021