Xin Qiu
7 papers · 2019–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π§ Keyword Pioneer π£ Hot Topic Early Bird π Conference Polyglot (5) π Academic Marathon (6)
π
Renaissance Researcher
(6)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(20)
π
Grand Slam
π
Conference Pioneer
Conferences
AAAI (2)
ICML (2)
CVPR (1)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
evolutionary algorithm
(2)
uncertainty quantification
(2)
probabilistic modeling
(1)
graph matching
(1)
neural architecture search
(1)
graph representation
(1)
distributed computing
(1)
error detection
(1)
gaussian process
(1)
semantic space
(1)
permutation problems
(1)
multi-armed bandit
(1)
out-of-distribution detection
(1)
model deployment
(1)
hallucination detection
(1)
neural network classifier
(1)
confidence estimation
(1)
confidence score
(1)
large language model
(1)
crossover operator
(1)
Papers
Position: Scaling LLM Agents Requires Asymptotic Analysis with LLM Primitives
ICML 2025
Semantic Density: Uncertainty Quantification for Large Language Models through Confidence Measurement in Semantic Space
NIPS 2024
Shortest Edit Path Crossover: A Theory-driven Solution to the Permutation Problem in Evolutionary Neural Architecture Search
ICML 2023
BigDL 2.0: Seamless Scaling of AI Pipelines From Laptops to Distributed Cluster
CVPR 2022
Detecting Misclassification Errors in Neural Networks with a Gaussian Process Model
AAAI 2022
Quantifying Point-Prediction Uncertainty in Neural Networks via Residual Estimation with an I/O Kernel
ICLR 2020
Enhancing Evolutionary Conversion Rate Optimization via Multi-Armed Bandit Algorithms
AAAI 2019