Yixin Huang
7 papers · 2023–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (20) 🐣 Hot Topic Early Bird 👥 Mega-Team · Legion
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Research topics
Deep Learning
(4)
Machine Learning
(4)
Mathematics & Optimization
(4)
Artificial Intelligence
(3)
Natural Language Processing
(3)
Architectures
(3)
Optimization
(3)
Applications
(2)
Core AI
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Optimization & Theory
(2)
Interdisciplinary
(1)
Learning Paradigms
(1)
Mathematics
(1)
Keywords
neural operator
(2)
partial differential equation
(2)
text classification
(1)
argument mining
(1)
machine-generated text detection
(1)
truthfulness
(1)
fairness
(1)
optimal control
(1)
mixed integer programming
(1)
quadratic programming
(1)
dynamical system
(1)
spectral method
(1)
instruction fine-tuning
(1)
approximation theory
(1)
high-dimensional pde
(1)
symbolic regression
(1)
sentence classification
(1)
instruction-based fine-tuning
(1)
approximation error bound
(1)
machine ethics
(1)
Papers
HEAP: Hyper Extended A-PDHG Operator for Constrained High-dim PDEs
ICML 2025
Optimal Control Operator Perspective and a Neural Adaptive Spectral Method
AAAI 2025
PhysPDE: Rethinking PDE Discovery and a Physical Hypothesis Selection Benchmark
ICLR 2025
SINGER: Stochastic Network Graph Evolving Operator for High Dimensional PDEs
ICLR 2025
LLM-as-a-Coauthor: Can Mixed Human-Written and Machine-Generated Text Be Detected?
NAACL 2024
Position: TrustLLM: Trustworthiness in Large Language Models
ICML 2024
NUS-IDS at PragTag-2023: Improving Pragmatic Tagging of Peer Reviews through Unlabeled Data
EMNLP 2023