Resume

• 2011

  Doctor of Philosophy (Ph.D.)

  Fundamental and Applied Mathematics

  Université Paris Diderot

• 2010

  Master

  Fundamental and Applied Mathematics

  Université Paris Diderot

• 2006

  French

  English

  Chinese

  B.S.

  Fundamental and Applied Mathematics

  University of Science and Technology of China

• Algorithms

  Deep Learning

  Machine Learning

  Scikit-Learn

  Probability Theory

  C

  Research

  Tensorflow

  NumPy

  Discrete Mathematics

  Statistics

  Mathematica

  Amazon Web Services (AWS)

  Python

  Linux

  Mathematical Analysis

  Data Analysis

  C++

  statistics

  Keras

  Rethinking the Usage of Batch Normalization and Dropout in the Training of Deep Neural Networks

  Etc

  Strong Banach property (T) for simple algebraic groups of higher rank

  Etc

  AlChemy: A Quantum Chemistry Dataset for Benchmarking AI Models

  K-theory of group Banach-* algebras and property RD

  About the difficulty to prove the Baum Connes conjecture without coefficients for a non-cocompact lattice in $Sp_4$ in a local field

  About the difficulty to prove the Baum Connes conjecture without coefficients for a non-cocompact lattice in $Sp_4$ in a local field

  Approximation properties for $p$-adic symplectic groups and lattices

  Banach space geometric approach to reinforcement learning

  Noncommutative maximal ergodic inequalities associated with doubling conditions

  Understanding Adversarial Behavior of DNNs by Disentangling Non-Robust and Robust Components in Performance Metric

  Etc

  Understanding and Utilizing Deep Neural Networks Trained with Noisy Labels

  Experienced researcher with a demonstrated history of working in industry and academia. Skilled in Machine learning

  Mathematics

  Natural Language processing and Computer Vision. Strong education professional with a Doctor of Philosophy (Ph.D.) from Université Paris Diderot (Paris VII) in France.

  Ben

  Liao

  Fudan University

  UMPA(ENS Research Institute)

  Texas A&M University

  Tencent

  College Station

  Texas

  Research in mathematics and machine learning

  Visiting Assistant Professor

  Texas A&M University

  Shenzhen

  Guangdong

  China

  Artificial intelligence: machine learning

  CV

  NLP and GNN and applications in\n\nDrug discovery (CADD): retrosynthesis

  docking

  ADMET

  etc

  Senior AI Researcher

  Tencent

  Shanghai City

  China

  Research in mathematics and machine learning

  Researcher

  Fudan University

  France

  Researcher

  UMPA(ENS Research Institute)