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Xin Qiu 0001
Person information
- unicode name: 仇昕
- affiliation: Cognizant Technology Solutions, San Francisco, CA, USA
- affiliation (PhD 2016): National University of Singapore, Singapore
Other persons with the same name
- Xin Qiu — disambiguation page
- Xin Qiu 0002 — Harbin Institute of Technology, Communication Research Center, China
- Xin Qiu 0003 — Missouri University of Science and Technology, Rolla, MO, USA
- Xin Qiu 0004 — Yancheng Teachers University, School of Foreign Language, China
- Xin Qiu 0005 — Utah State University, Logan, UT, USA
- Xin Qiu 0006 — Intel Corporation
- Xin Qiu 0007
— Nanjing Normal University, School of Electrical and Automation Engineering, China (and 1 more) - Xin Qiu 0008
— Chinese Academy of Sciences, Institute of Microelectronics, Beijing, China - Xin Qiu 0009
— Wuhan University of Technology, School of Management, China
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2020 – today
- 2025
[c16]Santiago Gonzalez, Xin Qiu, Risto Miikkulainen:
Effective Regularization Through Evolutionary Loss-Function Metalearning. CEC 2025: 1-9
[i10]Elliot Meyerson, Xin Qiu:
Position: Scaling LLM Agents Requires Asymptotic Analysis with LLM Primitives. CoRR abs/2502.04358 (2025)
[i9]Xin Qiu, Yulu Gan, Conor F. Hayes, Qiyao Liang, Elliot Meyerson, Babak Hodjat, Risto Miikkulainen:
Evolution Strategies at Scale: LLM Fine-Tuning Beyond Reinforcement Learning. CoRR abs/2509.24372 (2025)- 2024
[c15]Xin Qiu, Risto Miikkulainen:
Semantic Density: Uncertainty Quantification for Large Language Models through Confidence Measurement in Semantic Space. NeurIPS 2024
[i8]Xin Qiu, Risto Miikkulainen:
Semantic Density: Uncertainty Quantification in Semantic Space for Large Language Models. CoRR abs/2405.13845 (2024)- 2023
[c14]Xin Qiu, Risto Miikkulainen:
Shortest Edit Path Crossover: A Theory-driven Solution to the Permutation Problem in Evolutionary Neural Architecture Search. ICML 2023: 28422-28447- 2022
[c13]Xin Qiu, Risto Miikkulainen:
Detecting Misclassification Errors in Neural Networks with a Gaussian Process Model. AAAI 2022: 8017-8027
[c12]Elliot Meyerson, Xin Qiu, Risto Miikkulainen:
Simple genetic operators are universal approximators of probability distributions (and other advantages of expressive encodings). GECCO 2022: 739-748
[i7]Elliot Meyerson, Xin Qiu, Risto Miikkulainen:
Simple Genetic Operators are Universal Approximators of Probability Distributions (and other Advantages of Expressive Encodings). CoRR abs/2202.09679 (2022)
[i6]Xin Qiu, Risto Miikkulainen:
Shortest Edit Path Crossover: A Theory-driven Solution to the Permutation Problem in Evolutionary Neural Architecture Search. CoRR abs/2210.14016 (2022)- 2021
[j5]Risto Miikkulainen
, Olivier Francon, Elliot Meyerson, Xin Qiu
, Darren Sargent, Elisa Canzani, Babak Hodjat:
From Prediction to Prescription: Evolutionary Optimization of Nonpharmaceutical Interventions in the COVID-19 Pandemic. IEEE Trans. Evol. Comput. 25(2): 386-401 (2021)
[c11]Risto Miikkulainen, Elliot Meyerson, Xin Qiu, Ujjayant Sinha, Raghav Kumar, Karen Hofmann, Yiyang Matt Yan, Michael Ye, Jingyuan Yang, Damon Caiazza, Stephanie Manson Brown:
Evaluating medical aesthetics treatments through evolved age-estimation models. GECCO 2021: 1009-1017- 2020
[j4]Risto Miikkulainen, Myles Brundage, Jonathan Epstein, Tyler Foster, Babak Hodjat, Neil Iscoe, Jingbo Jiang, Diego Legrand, Sam Nazari, Xin Qiu, Michael Scharff, Cory Schoolland, Robert Severn, Aaron Shagrin:
Ascend by Evolv: AI-Based Massively Multivariate Conversion Rate Optimization. AI Mag. 41(1): 44-60 (2020)
[c10]Olivier Francon, Santiago Gonzalez, Babak Hodjat, Elliot Meyerson, Risto Miikkulainen, Xin Qiu, Hormoz Shahrzad:
Effective reinforcement learning through evolutionary surrogate-assisted prescription. GECCO 2020: 814-822
[c9]Xin Qiu, Elliot Meyerson, Risto Miikkulainen:
Quantifying Point-Prediction Uncertainty in Neural Networks via Residual Estimation with an I/O Kernel. ICLR 2020
[i5]Olivier Francon, Santiago Gonzalez, Babak Hodjat, Elliot Meyerson, Risto Miikkulainen, Xin Qiu, Hormoz Shahrzad:
Effective Reinforcement Learning through Evolutionary Surrogate-Assisted Prescription. CoRR abs/2002.05368 (2020)
[i4]Risto Miikkulainen, Olivier Francon, Elliot Meyerson, Xin Qiu, Elisa Canzani, Babak Hodjat:
From Prediction to Prescription: AI-Based Optimization of Non-Pharmaceutical Interventions for the COVID-19 Pandemic. CoRR abs/2005.13766 (2020)
[i3]Xin Qiu, Risto Miikkulainen:
Detecting Misclassification Errors in Neural Networks with a Gaussian Process Model. CoRR abs/2010.02065 (2020)
2010 – 2019
- 2019
[c8]Xin Qiu, Risto Miikkulainen:
Enhancing Evolutionary Conversion Rate Optimization via Multi-Armed Bandit Algorithms. AAAI 2019: 9581-9588
[i2]Xin Qiu, Elliot Meyerson, Risto Miikkulainen:
Quantifying Point-Prediction Uncertainty in Neural Networks via Residual Estimation with an I/O Kernel. CoRR abs/1906.00588 (2019)- 2018
[j3]Xin Qiu
, Jian-Xin Xu, Ying hao Xu, Kay Chen Tan
:
A New Differential Evolution Algorithm for Minimax Optimization in Robust Design. IEEE Trans. Cybern. 48(5): 1355-1368 (2018)
[i1]Xin Qiu, Risto Miikkulainen:
Enhancing Evolutionary Optimization in Uncertain Environments by Allocating Evaluations via Multi-armed Bandit Algorithms. CoRR abs/1803.03737 (2018)- 2017
[j2]Xin Qiu, Kay Chen Tan
, Jian-Xin Xu:
Multiple Exponential Recombination for Differential Evolution. IEEE Trans. Cybern. 47(4): 995-1006 (2017)- 2016
[j1]Xin Qiu, Jian-Xin Xu, Kay Chen Tan
, Hussein A. Abbass:
Adaptive Cross-Generation Differential Evolution Operators for Multiobjective Optimization. IEEE Trans. Evol. Comput. 20(2): 232-244 (2016)
[c7]Xin Qiu, Jian-Xin Xu, Kay Chen Tan
:
Enhancing exploration in differential evolution via exponential recombination. CEC 2016: 4076-4081
[c6]Jin Kiat Chong, Xin Qiu:
An opposition-based self-adaptive differential evolution with decomposition for solving the multiobjective multiple salesman problem. CEC 2016: 4096-4103- 2015
[c5]Xin Qiu, Weinan Xu, Jian-Xin Xu, Kay Chen Tan
:
A New Framework for Self-adapting Control Parameters in Multi-objective Optimization. GECCO 2015: 743-750- 2014
[c4]Xin Qiu, Jian-Xin Xu, Kay Chen Tan
:
A novel Differential Evolution (DE) algorithm for multi-objective optimization. IEEE Congress on Evolutionary Computation 2014: 2391-2396
[c3]Xin Qiu, Ye Huang, Jian-Xin Xu, Kay Chen Tan
:
A Novel Hybrid Multi-objective Optimization Framework: Rotating the Objective Space. SEAL 2014: 192-203- 2013
[c2]Sen Bong Gee, Xin Qiu, Kay Chen Tan
:
A Novel Diversity Maintenance Scheme for Evolutionary Multi-objective Optimization. IDEAL 2013: 270-277
[c1]Yung Siang Liau, Kay Chen Tan
, Jun Hu, Xin Qiu, Sen Bong Gee:
Machine Learning Enhanced Multi-Objective Evolutionary Algorithm Based on Decomposition. IDEAL 2013: 553-560
Coauthor Index

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last updated on 2025-11-22 05:04 CET by the dblp team
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