JL

Jialin Liu

31
Documents

Présentation

Jialin LIU's homepage

Short Introduction

I am a ph.D student (since April 2013) working on the project POST (INRIA), supervised by Olivier Teytaud and Marc Schoenauer. My ph.D topic is "Strategy Optimization With Uncertainties, with Applications in Energy Management". I'm a member of the TAO group (INRIA Saclay- CNRS- LRI, Université Paris-Sud).

Contact

Office 2028, DIGITEO, bâtiment 660, Université Paris-Sud
Rue Noetzlin, 91190 Gif-sur-Yvette, France
Email : jialin.liu(@)inria.fr

CVs

Main Topics of Research

  • Reinforcement Learning
  • Noisy Optimization
  • Algorithm Selection

Education

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.

  • Computer and Internet Certificate, Université Paris-Sud. 2013-2014.

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Publications

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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⟩
Article dans une revue hal-03196654 v1
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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 , Marco Di Renzo , J Liu , A Kammoun , M.-S Alouini
IEEE Wireless Communications Letters, 2021, 10 (1), pp.77-81. ⟨10.1109/LWC.2020.3021058⟩
Article dans une revue hal-03020455 v1
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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⟩
Article dans une revue hal-02999445 v1
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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⟩
Article dans une revue hal-02996581 v1

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⟩
Article dans une revue hal-02991223 v1
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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⟩
Article dans une revue hal-02468799 v1
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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 (12), 8267-8277 p. ⟨10.1007/s00521-018-3858-6⟩
Article dans une revue hal-02880932 v1
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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 et al.
Physical Review B, 2017, 95, ⟨10.1103/physrevb.95.195104⟩
Article dans une revue hal-03003749 v1
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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 et al.
Scientific Reports, 2016, 6 (1), pp.36495. ⟨10.1038/srep36495⟩
Article dans une revue cea-01409226 v1
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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⟩
Article dans une revue hal-01223113 v1
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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⟩
Article dans une revue hal-01194564 v1
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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 et al.
Biogeosciences, 2014, 11 (19), pp.5285-5306. ⟨10.5194/bg-11-5285-2014⟩
Article dans une revue hal-01308012 v1

Strategic Choices in Optimization

Cheng-Wei Chou , Ping-Chiang Chou , Jean-Joseph Christophe , Adrien Couetoux , Pierre de Freminville et al.
Journal of Information Science and Engineering, 2013, 727-747
Article dans une revue hal-00863577 v1

Versatile black-box optimization

Jialin Liu , Antoine Moreau , Mike Preuss , Jeremy Rapin , Baptiste Roziere et al.
GECCO '20: Genetic and Evolutionary Computation Conference, Jul 2020, Cancún Mexico, France. pp.620-628, ⟨10.1145/3377930.3389838⟩
Communication dans un congrès hal-03049284 v1
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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
Communication dans un congrès hal-01701623 v1
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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. pp.55-61
Communication dans un congrès hal-01413229 v1

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 et al.
2015 IEEE Conference on Fuzzy Systems (FUZZ-IEEE), Aug 2015, Istanbul, Turkey. pp.1 - 7, ⟨10.1109/FUZZ-IEEE.2015.7337884⟩
Communication dans un congrès hal-01245695 v1

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 et al.
2015 IEEE Congress on Evolutionary Computation (IEEE CEC 2015), May 2015, Sendai, Japan. pp.338 - 345, ⟨10.1109/CEC.2015.7256911⟩
Communication dans un congrès hal-01245526 v1
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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⟩
Communication dans un congrès hal-01245531 v1
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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
Communication dans un congrès hal-01194510 v1
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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 et al.
2015 IEEE Congress on Evolutionary Computation (IEEE CEC), May 2015, Sendai, Japan
Communication dans un congrès hal-01120892 v1

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⟩
Communication dans un congrès hal-01245520 v1
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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
Communication dans un congrès hal-00926638 v1
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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 et al.
PhotoVoltaic Technical Conference - Advanced materials and processes to innovative applications, May 2014, Aix-en-Provence, France
Communication dans un congrès hal-01180707 v1
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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
Communication dans un congrès hal-00973397 v1
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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
Communication dans un congrès hal-00979456 v1
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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
Communication dans un congrès hal-01077627 v1
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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
Communication dans un congrès hal-00979442 v1

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⟩
Communication dans un congrès hal-00863584 v1

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 , Maud Boyet et al.
82nd Annual Meeting of The Meteoritical Society 2019(LPIContrib.No.2157), Jul 2019, Sapporo, Japan. pp.80 - 99
Communication dans un congrès hal-02487406 v1
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Noisy Optimization

Sandra Astete-Morales , Marie-Liesse Cauwet , Adrien Couetoux , Jérémie Decock , Jialin Liu et al.
Dagstuhl seminar 13271, 2013, Dagstuhl, Germany. 2013
Document associé à des manifestations scientifiques hal-00844305 v1