Session 2: Multi-task Learning, NLP, Computer Vision, Applications

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Information

Day 2 (Nov.18), talks: 09:00-11:00, poster session: 11:00-13:30

• Each oral presentation consists of a 12-minute talk and a 2-minute discussion (except for best paper presentations).
• Each spotlight presentation consists of 2.5-minute talk.
• Both oral and spotlight presentations are also presented in the poster session.

List of papers

• [Oral] [Poster: Mon22] Communication-Efficient Distributed Multi-Task Learning with Matrix Sparsity Regularization
  • Qiang Zhou (NTU, Singapore); Yu Chen (Nanyang Technological University); Sinno Pan (NTU, Singapore) [Journal Track, Paper ID: 162]
• [Oral] [Poster: Mon23] Few-Shot Learning with Adaptively Initialized Task Optimizer
  • Han-Jia Ye (Nanjing University); Xiang-Rong Sheng (National Key Laboratory of Novel Software Technology, Nanjing University); De-Chuan Zhan (Nanjing University) [Journal Track, Paper ID: 187]
• [Spotlight] [Poster: Mon24] Learning to Sample Hard Instances for Graph Algorithms
  • Ryoma Sato (Kyoto University); Makoto Yamada (RIKEN AIP / Kyoto University); Hisashi Kashima (Kyoto University/RIKEN Center for AIP) [Conference Track, Paper ID: 244]
• [Spotlight] [Poster: Mon25] A Model of Text-Enhanced Knowledge Graph Representation Learning with Mutual Attention
  • Yashen Wang (China Academy of Electronics and Information Technology of CETC) [Conference Track, Paper ID: 120]
• [Spotlight] [Poster: Mon26] A New Multi-choice Reading Comprehension Dataset for Curriculum Learning
  • Yichan Liang (Sun Yat-sen University, China); Jianheng Li (Sun Yat-sen University, China); Jian Yin (Sun Yat-Sen University) [Conference Track, Paper ID: 295]
• [Spotlight] [Poster: Mon27] An Attentive Memory Network Integrated with Aspect Dependency for Document-Level Multi-Aspect Sentiment Classification
  • Qingxuan Zhang (Beijing Institute of Technology); Chongyang Shi (Beijing Institute of Technology) [Conference Track, Paper ID: 223]
• [Spotlight] [Poster: Mon28] Improving Statute Prediction via Mining Correlations between Statutes
  • Yi Feng (Nanjing University); Chuanyi Li (Nanjing University); Jidong Ge (Nanjing University); Bin Luo (Nanjing University) [Conference Track, Paper ID: 284]
• [Spotlight] [Poster: Mon29] Cell-aware Stacked LSTMs for Modeling Sentences
  • Jihun Choi (Seoul National University); Taeuk Kim (Seoul National University); Sang-goo Lee (Seoul National University) [Conference Track, Paper ID: 415]
• [Spotlight] [Poster: Mon30] Text Length Adaptation in Sentiment Classification
  • Reinald Kim Amplayo (University of Edinburgh); Seonjae Lim (Yonsei University); Seungwon Hwang (Yonsei University, Korea) [Conference Track, Paper ID: 275]
• [Spotlight] [Poster: Mon31] Forward and Backward Knowledge Transfer for Sentiment Classification
  • Hao Wang (Southwest Jiaotong University); Bing Liu (UIC); Shuai Wang (University of Illinois at Chicago, USA); Nianzu Ma (UIC); Yan Yang (Southwest Jiaotong University) [Conference Track, Paper ID: 231]
• [Spotlight] [Poster: Mon32] Effective Sentence Scoring Method Using BERT for Speech Recognition
  • Joongbo Shin (Seoul National University); Yoonhyung Lee (Seoul National University); Kyomin Jung (Seoul National University) [Conference Track, Paper ID: 392]
• [Oral] [Poster: Mon33] Differentially Private Community Detection in Attributed Social Networks
  • Tianxi Ji (Case Western Reserve University); Changqing Luo (Virginia Commonwealth University); Yifan Guo (Case Western Reserve University); Jinlong Ji (Case Western Reserve University); Weixian Liao (Towson University); Pan Li (Case Western Reserve University) [Conference Track, Paper ID: 30]
• [Oral] [Poster: Mon34] Fusing Recalibrated Features and Depthwise Separable Convolution for the Mangrove Bird Sound Classification
  • Chongqin Lei (CHONGQING UNIVERSITY); Gong Weiguo (Chongqing University); Zixu Wang (CHONGQING UNIVERSITY) [Conference Track, Paper ID: 347]
• [Spotlight] [Poster: Mon35] SPCDet: Enhancing Object Detection with Combined Feature Fusing
  • haixin wang (Beijing Institute of Technology); lintao wu (Intel Labs China); qiongzhi wu (Beijing Institute of Technology) [Conference Track, Paper ID: 122]
• [Spotlight] [Poster: Mon36] AnArticulated Structure-Aware Network for 3D Human Pose Estimation
  • Zhenhua Tang (College of Computer Science and Software Engineering, Shenzhen University); Xiaoyan Zhang (College of Computer Science and Software Engineering, Shenzhen University); Junhui Hou (City University of Hong Kong, Hong Kong) [Conference Track, Paper ID: 59]
• [Spotlight] [Poster: Mon37] Multi-Scale Visual Semantics Aggregation with Self-Attention for End-to-End Image-Text Matching
  • Zhuobin Zheng ( Tsinghua University); Youcheng Ben (Tsinghua University); Chun Yuan (Tsinghua University) [Conference Track, Paper ID: 348]
• [Spotlight] [Poster: Mon38] Cascaded and Dual: Discrimination Oriented Network for Brain Tumor Classification
  • Wenxuan Zhang (Nanjing University of Science and Technology); Dong Zhang (Nanjing University of Science and Technology); Xinguang Xiang (NJUST) [Conference Track, Paper ID: 206]
• [Spotlight] [Poster: Mon39] Software Component Prediction for Bug Reports
  • Wei Zhang (Adobe); Chris Challis (adobe) [Conference Track, Paper ID: 317]
• [Spotlight] [Poster: Mon40] SDC-causing Error Detection based on Lightweight Vulnerability Prediction
  • Cheng Liu (Nanjing University of Aeronautics and Astronautics); Jingjing Gu (Nanjing University of Aeronautics and Astronautics); Zujia Yan (Nanjing University of Aeronautics and Astronautics); Fuzhen Zhuang (Institute of Computing Technology, Chinese Academy of Sciences); Yunyun Wang (Nanjing University of Posts and Telecommunications) [Conference Track, Paper ID: 386]
• [Spotlight] [Poster: Mon41] Improving Relation Classification by Entity Pair Graph
  • Yi Zhao (Beijing Jiaotong University); Huaiyu Wan (Beijing Jiaotong University); Jianwei Gao (Beijing Jiaotong University); Youfang Lin (Beijing Jiaotong University) [Conference Track, Paper ID: 406]
• [Spotlight] [Poster: Mon42] Multi-modal Representation Learning for Successive POI Recommendation
  • Lishan Li (Tsinghua University); Ying Liu (Tsinghua University); Jianping Wu (Tsinghua University); Lin He (Tsinghua University); Gang Ren (Tsinghua University) [Conference Track, Paper ID: 224]