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Jialin Liu

31
Documents

Presentation

[Jialin LIU's homepage](https://www.lri.fr/~liu/ "Jialin LIU's homepage") **Short Introduction** ---------------------- I am a ph.D student (since April 2013) working on the project [POST](https://www.lri.fr/~teytaud/post.pdf) (INRIA), supervised by [Olivier Teytaud](http://www.lri.fr/~teytaud/) and [Marc Schoenauer](https://www.lri.fr/~marc/). My ph.D topic is "Strategy Optimization With Uncertainties, with Applications in Energy Management". I'm a member of the [TAO](http://tao.lri.fr/) group ([INRIA Saclay](http://www.inria.fr/centre/saclay)- [CNRS](http://www.cnrs.fr/)- [LRI](https://www.lri.fr/), [Université Paris-Sud](http://www.u-psud.fr/fr/index.html)). **Contact** Office 2028, DIGITEO, bâtiment 660, Université Paris-Sud Rue Noetzlin, 91190 Gif-sur-Yvette, France Email : jialin.liu(@)inria.fr CVs --- - [In English](http://www.lri.fr/~liu/cv_en_LIU_Jialin.pdf) - [En Français](http://www.lri.fr/~liu/cv_fr_LIU_Jialin.pdf) Main Topics of Research ----------------------- - Reinforcement Learning - Noisy Optimization - Algorithm Selection Education --------- - From April 2013 ph.D in progress - January 2013 Master's degree in [Bioinformatics and Biostatistics](http://www.bibs.u-psud.fr/index.php), [Université Paris-Sud](http://www.u-psud.fr/fr/index.html) &amp; [Ecole Polytechnique ](http://www.polytechnique.edu/). - September, 2012 Engineer's degree in Computer Science (Network, Artificial Intelligence), [Polytech'Paris-Sud](http://www.hust.edu.cn/). - July, 2010 Bachelor's degree in Opto-electronic Information Engineering, [Huazhong University of Science and Technology (HUST)](http://www.hust.edu.cn/). <a name="teaching"></a>Teaching ------------------------------- - Computer Networks, 1st-year of Master in Computer Science, Université Paris-Sud. 2013-2014. - Computer Networks, 4th-year of Engineering in Computer Science, Polytech'Paris-Sud. 2013-2014. [NS2 and TPs](https://www.lri.fr/~liu/reseauxAPP4). - Computer and Internet Certificate, Université Paris-Sud. 2013-2014.
[Jialin LIU's homepage](https://www.lri.fr/~liu/ "Jialin LIU's homepage") **Short Introduction** ---------------------- I am a ph.D student (since April 2013) working on the project [POST](https://www.lri.fr/~teytaud/post.pdf) (INRIA), supervised by [Olivier Teytaud](http://www.lri.fr/~teytaud/) and [Marc Schoenauer](https://www.lri.fr/~marc/). My ph.D topic is "Strategy Optimization With Uncertainties, with Applications in Energy Management". I'm a member of the [TAO](http://tao.lri.fr/) group ([INRIA Saclay](http://www.inria.fr/centre/saclay)- [CNRS](http://www.cnrs.fr/)- [LRI](https://www.lri.fr/), [Université Paris-Sud](http://www.u-psud.fr/fr/index.html)). **Contact** Office 2028, DIGITEO, bâtiment 660, Université Paris-Sud Rue Noetzlin, 91190 Gif-sur-Yvette, France Email : jialin.liu(@)inria.fr CVs --- - [In English](http://www.lri.fr/~liu/cv_en_LIU_Jialin.pdf) - [En Français](http://www.lri.fr/~liu/cv_fr_LIU_Jialin.pdf) Main Topics of Research ----------------------- - Reinforcement Learning - Noisy Optimization - Algorithm Selection Education --------- - From April 2013 ph.D in progress - January 2013 Master's degree in [Bioinformatics and Biostatistics](http://www.bibs.u-psud.fr/index.php), [Université Paris-Sud](http://www.u-psud.fr/fr/index.html) &amp; [Ecole Polytechnique ](http://www.polytechnique.edu/). - September, 2012 Engineer's degree in Computer Science (Network, Artificial Intelligence), [Polytech'Paris-Sud](http://www.hust.edu.cn/). - July, 2010 Bachelor's degree in Opto-electronic Information Engineering, [Huazhong University of Science and Technology (HUST)](http://www.hust.edu.cn/). <a name="teaching"></a>Teaching ------------------------------- - Computer Networks, 1st-year of Master in Computer Science, Université Paris-Sud. 2013-2014. - Computer Networks, 4th-year of Engineering in Computer Science, Polytech'Paris-Sud. 2013-2014. [NS2 and TPs](https://www.lri.fr/~liu/reseauxAPP4). - Computer and Internet Certificate, Université Paris-Sud. 2013-2014.

Publications

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Beamforming Through Reconfigurable Intelligent Surfaces in Single-User MIMO Systems: SNR Distribution and Scaling Laws in the Presence of Channel Fading and Phase Noise

xuewen qian , M Di Renzo , J Liu , A Kammoun , M.-S Alouini
IEEE Wireless Communications Letters, 2021, 10 (1), pp.77-81. ⟨10.1109/LWC.2020.3021058⟩
Journal articles hal-03020455v1
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Influence of the cooling rate below Ms on the martensitic transformation in a low alloy medium-carbon steel

Jia-Hong Liu , N. Binot , Denis Delagnes , M. Jahazi
Journal of Materials Research and Technology, 2021, 12, pp.234-242. ⟨10.1016/j.jmrt.2021.02.075⟩
Journal articles hal-03196654v1

Primes in arithmetic progressions with friable indices

Jianya Liu , Jie Wu , Ping Xi
Science China Mathematics, 2020, 63 (1), pp.23-38. ⟨10.1007/s11425-018-9480-6⟩
Journal articles hal-02991223v1
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Low-temperature infrared spectrum and atomic-scale structure of hydrous defects in diopside

Etienne Balan , Lorenzo Paulatto , Jialin Liu , Jannick Ingrin
European Journal of Mineralogy, 2020, 32 (5), pp.505-520. ⟨10.5194/ejm-32-505-2020⟩
Journal articles hal-02996581v1
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PEAI-Based Interfacial Layer for High-Efficiency and Stable Solar Cells Based on a MACl-Mediated Grown FA 0.94 MA 0.06 PbI 3 Perovskite

Tao Zhu , Daming Zheng , Jiawen Liu , L Coolen , Thierry Pauporté
ACS Applied Materials & Interfaces, 2020, 12 (33), pp.37197-37207. ⟨10.1021/acsami.0c09970⟩
Journal articles hal-02999445v1
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On a certain non-split cubic surface

Régis de La Bretèche , Kévin Destagnol , Jianya Liu , Jie Wu , Yongqiang Zhao
Science China Mathematics, 2019, 62 (12), pp.2435-2446. ⟨10.1007/s11425-018-9543-8⟩
Journal articles hal-02468799v1
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Machine learning in explaining nonprofit organizations’ participation : a driving factors analysis approach

Zhanxue Gong , Xiyuan Li , Jiawen Liu , Yeming Gong
Neural Computing and Applications, 2019, 31 (31 (12)), 8267-8277 p. ⟨10.1007/s00521-018-3858-6⟩
Journal articles hal-02880932v1
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Role of the rare earth in lattice and magnetic coupling in multiferroic h−HoMnO3

J Liu , Y Gallais , M-A Méasson , A Sacuto , S W Cheong
Physical Review B, 2017, 95, ⟨10.1103/physrevb.95.195104⟩
Journal articles hal-03003749v1
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First in-flight synchrotron X-ray absorption and photoemission study of carbon soot nanoparticles

F C Ouf , P. Parent , C. Laffon , I. Marhaba , Daniel Ferry
Scientific Reports, 2016, 6 (1), pp.36495. ⟨10.1038/srep36495⟩
Journal articles cea-01409226v1
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Algorithm Portfolios for Noisy Optimization

Marie-Liesse Cauwet , Jialin Liu , Rozière Baptiste , Olivier Teytaud
Annals of Mathematics and Artificial Intelligence, 2015, pp.1-30. ⟨10.1007/s10472-015-9486-2⟩
Journal articles hal-01223113v1
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Simple and Cumulative Regret for Continuous Noisy Optimization

Sandra Astete-Morales , Marie-Liesse Cauwet , Jialin Liu , Olivier Teytaud
Theoretical Computer Science, 2015, 617, pp.12-27. ⟨10.1016/j.tcs.2015.09.032⟩
Journal articles hal-01194564v1
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Mechanisms of microbial carbon sequestration in the ocean – future research directions

N Jiao , C Robinson , F Azam , Hassan Thomas , F Baltar
Biogeosciences, 2014, 11 (19), pp.5285-5306. ⟨10.5194/bg-11-5285-2014⟩
Journal articles hal-01308012v1

Strategic Choices in Optimization

Cheng-Wei Chou , Ping-Chiang Chou , Jean-Joseph Christophe , Adrien Couetoux , Pierre de Freminville
Journal of Information Science and Engineering, 2013, 727-747
Journal articles hal-00863577v1

Versatile black-box optimization

Jialin Liu , Antoine Moreau , Mike Preuss , Jeremy Rapin , Baptiste Roziere
GECCO '20: Genetic and Evolutionary Computation Conference, Jul 2020, Cancún Mexico, France. pp.620-628, ⟨10.1145/3377930.3389838⟩
Conference papers hal-03049284v1

SM-ND, LU-HF AND MN-CR COMPOSITIONS OF EUCRITE, DIOGENITE AND UNGROUPED ACHONDRITES: IMPLICATIONS FOR THE FORMATION AND SOURCES OF DIFFERENTIATED PLANETESIMALS

Z. Guo , J Liu , L. Qin , Abdelmouhcine Gannoun , M. Boyet
82nd Annual Meeting of The Meteoritical Society 2019(LPIContrib.No.2157), Jul 2019, Sapporo, Japan. pp.80 - 99
Conference papers hal-02487406v1
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Direct Model Predictive Control: A Theoretical and Numerical Analysis

Marie-Liesse Cauwet , Jérémie Decock , Jialin Liu , Olivier Teytaud
PSCC 2018 - XX Power Systems Computation Conference, Jun 2018, Dublin, Ireland
Conference papers hal-01701623v1
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Learning opening books in partially observable games: using random seeds in Phantom Go

Tristan Cazenave , Jialin Liu , Fabien Teytaud , Olivier Teytaud
CIG 2016 - Computer intelligence and Games, Sep 2016, Santorini, Greece
Conference papers hal-01413229v1

Item response theory with fuzzy markup language for parameter estimation and validation

Wang Mei-Hui , Chi-Shiang Wang , Chang-Shing Lee , Olivier Teytaud , Jialin Liu
2015 IEEE Conference on Fuzzy Systems (FUZZ-IEEE), Aug 2015, Istanbul, Turkey. pp.1 - 7, ⟨10.1109/FUZZ-IEEE.2015.7337884⟩
Conference papers hal-01245695v1

Differential evolution for strongly noisy optimization: Use 1.01n resamplings at iteration n and reach the − 1/2 slope

Shih-Yuan Chiu , Ching-Nung Lin , Jialin Liu , Tsang-Cheng Su , Fabien Teytaud
2015 IEEE Congress on Evolutionary Computation (IEEE CEC 2015), May 2015, Sendai, Japan. pp.338 - 345, ⟨10.1109/CEC.2015.7256911⟩
Conference papers hal-01245526v1
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Differential Evolution for Strongly Noisy Optimization: Use 1.01$^n$ Resamplings at Iteration n and Reach the -1/2 Slope

Shih-Yuan Chiu , Ching-Nung Lin , Jialin Liu , Tsang-Cheng Su , Fabien Teytaud
2015 IEEE Congress on Evolutionary Computation (IEEE CEC), May 2015, Sendai, Japan
Conference papers hal-01120892v1

Nash Reweighting of Monte Carlo Simulations: Tsumego

David L. St-Pierre , Jialin Liu , Olivier Teytaud
2015 IEEE Congress on Evolutionary Computation (IEEE CEC 2015), May 2015, Sendai, Japan. pp.1458 - 1465, ⟨10.1109/CEC.2015.7257060⟩
Conference papers hal-01245520v1
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The Rectangular Seeds of Domineering, Atari-Go and Breakthrough

Tristan Cazenave , Jialin Liu , Olivier Teytaud
2015 IEEE Conference on Computational Intelligence and Games (CIG), Aug 2015, Tainan, Taiwan. pp.530 - 531, ⟨10.1109/CIG.2015.7317904⟩
Conference papers hal-01245531v1
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Variance Reduction in Population-Based Optimization: Application to Unit Commitment

Jean-Joseph Christophe , Jérémie Decock , Jialin Liu , Olivier Teytaud
Artificial Evolution (EA2015), 2015, Lyon, France
Conference papers hal-01194510v1
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Algorithm Portfolios for Noisy Optimization: Compare Solvers Early

Marie-Liesse Cauwet , Jialin Liu , Olivier Teytaud
Learning and Intelligent Optimization Conference, Feb 2014, Florida, United States
Conference papers hal-00926638v1
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Sparse Binary Zero-Sum Games

David Auger , Jialin Liu , Sylvie Ruette , David L. Saint-Pierre , Olivier Teytaud
Asian Conference on Machine Learning, 2014, Ho-Chi-Minh-Ville, Vietnam. pp.16
Conference papers hal-01077627v1
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A mathematically derived number of resamplings for noisy optimization

Jialin Liu , David L. Saint-Pierre , Olivier Teytaud
Companion - Genetic and Evolutionary Computation Conference (GECCO 2014), Jul 2014, Vancouver, Canada. pp.61-62
Conference papers hal-00979442v1
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Meta online learning: experiments on a unit commitment problem

Jialin Liu , Olivier Teytaud
European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2014, Bruges, Belgium
Conference papers hal-00973397v1
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Differential Evolution Algorithm Applied to Non-Stationary Bandit Problem

David L. St-Pierre , Jialin Liu
2014 IEEE Congress on Evolutionary Computation (IEEE CEC 2014), Jul 2014, Beijing, China
Conference papers hal-00979456v1
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PHOTOVOLTAIC TECHNICAL CONFERENCE -THIN FILM & ADVANCED SILICON SOLUTIONS 2014- LIGHT TRAPPING IN HOLES OR PYRAMID PATTERNS FOR THIN FILM SOLAR CELLS

H Ding , J Liu , L Lalouat , R Orobtchouk , C Seassal
PhotoVoltaic Technical Conference - Advanced materials and processes to innovative applications, May 2014, Aix-en-Provence, France
Conference papers hal-01180707v1

Noisy optimization convergence rates

Sandra Astete Morales , Jialin Liu , Olivier Teytaud
Proceeding of the fifteenth annual conference companion on Genetic and evolutionary computation conference companion, Jul 2013, Amsterdam, Netherlands. pp.223--224, ⟨10.1145/2464576.2464687⟩
Conference papers hal-00863584v1
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Noisy Optimization

Sandra Astete-Morales , Marie-Liesse Cauwet , Adrien Couetoux , Jérémie Decock , Jialin Liu
Dagstuhl seminar 13271, 2013, Dagstuhl, Germany. 2013
Documents associated with scientific events hal-00844305v1