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徐林莉
单位:计算机科学与技术学院
地址:安徽合肥蜀山区黄山路中国科学技术大学西区
邮编:230027
电话:
个人主页: http://staff.ustc.edu.cn/~linlixu/index.html
实验室介绍:
 
个人简历 Personal resume
2020至今:中国科学技术大学计算机科学与技术学院 教授
2010-2020:中国科学技术大学计算机科学与技术学院 副教授
2007-2009:University of Alberta, Canada 博士后
2002-2007:University of Waterloo, Canada 博士
1997-2002:中国科学技术大学计算机科学技术系 学士
 
研究方向 Research direction
1、机器学习
2、数据挖掘
 
招生信息 Enrollment information
     
 
论文专著 The monograph
1) Incorporating BERT into Parallel Sequence Decoding with Adapters - NeurIPS-20, CCF A类会议 - -
2) Jointly Masked Sequence-to-Sequence Model for Non-Autoregressive Neural Machine Translation - ACL-20, CCF A类会议 - -
3) IntroVNMT: An Introspective Model for Variational Neural Machine Translation - AAAI-20, CCF A类会议 - -
4) SPINE: Structural Identity Preserved Inductive Network Embedding - IJCAI-2019, CCF A类会议 - -
5) Faster Distributed Deep Net Training: Computation and Communication Decoupled Stochastic Gradient Descent - IJCAI-2019, CCF A类会议 - -
6) Adaptive Proximal Average based Variance Reducing Stochastic Methods for Optimization with Composite Regularization - The Thirty-Third AAAI Conference on Artificial Intelligence (AAAI-2019) - -
7) An Accelerated Variance Reducing Stochastic Method with Douglas-Rachford Splitting - Machine Learning Journal, CCF B类期刊 - -
8) Enhancing Semantic Representations of Bilingual Word Embeddings with Syntactic Dependencies - IJCAI-2018, CCF A类会议 - -
9) How Images Inspire Poems: Generating Classical Chinese Poetry from Images with Memory Networks - AAAI-2018, CCF A类会议 - -
10) Bridging Video Content and Comments: Synchronized Video Description with Temporal Summarization of Crowdsourced Time-sync Comments - AAAI-2017, CCF A类会议 - -
11)  Word Embedding Revisited: A New Representation Learning and Explicit Matrix Factorization Perspective - IJCAI-15, CCF A类会议 - -
12) Exploiting Task- Feature Co-Clusters in Multi-Task Learning - The 29th AAAI Conference on Artificial Intelligene - - 978-1-57735-698-1
13) A Nonconvex Relaxation Approach for Rank Minimization Problems - The 29th AAAI Conference on Artificial Intelligence - -
14) Feature Selection with Integrated Relevance and Redundancy Optimization - The 15th IEEE International Conference on Data Mining - -
15) Robust Dynamic Trajectory Regression on Road Networks: A Multi-Task Learning Framework. - The 14th IEEE International Conference on Data Mining - - 978-1-4799-4302-9
16) Learning Low-Rank Label Correlations for Multi-label Classification with Missing labels - The 14th IEEE International Conference on Data Mining - - 978-1-4799-4302-9
17) Ensemble Pruning via Constrained Eigen-Optimization - The 12th IEEE International Conference on Data Mining - -
 
报考意向 Ambition
 
 
 

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