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ORCIDXin 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
![[0000-0003-1347-4435]](https://dblp1.uni-trier.de/img/orcid-mark.12x12.png "0000-0003-1347-4435")
— 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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