Xiaoxiao Guo

Best Publications

• Action-conditional video prediction using deep networks in Atari games

  Junhyuk Oh;Xiaoxiao Guo;Honglak Lee;Richard Lewis

  759
  Citations

• Convolutional Neural Networks for Steady Flow Approximation

  Xiaoxiao Guo;Wei Li;Francesco Iorio

  742
  Citations

• Action-Conditional Video Prediction using Deep Networks in Atari Games

  Junhyuk Oh;Xiaoxiao Guo;Honglak Lee;Richard Lewis

  436
  Citations

• Deep Learning for Real-Time Atari Game Play Using Offline Monte-Carlo Tree Search Planning

  Xiaoxiao Guo;Satinder Singh;Honglak Lee;Richard L Lewis

  419
  Citations

• DeepCas: An End-to-end Predictor of Information Cascades

  Cheng Li;Jiaqi Ma;Xiaoxiao Guo;Qiaozhu Mei

  330
  Citations

• R 3 : Reinforced Ranker-Reader for Open-Domain Question Answering.

  Shuohang Wang;Mo Yu;Xiaoxiao Guo;Zhiguo Wang

  285
  Citations

• One-Shot Relational Learning for Knowledge Graphs

  Wenhan Xiong;Mo Yu;Shiyu Chang;Xiaoxiao Guo

  273
  Citations

• Diverse Few-Shot Text Classification with Multiple Metrics

  Mo Yu;Xiaoxiao Guo;Jinfeng Yi;Shiyu Chang

  248
  Citations

• Dilated Recurrent Neural Networks

  Shiyu Chang;Yang Zhang;Wei Han;Mo Yu

  244
  Citations

• Fashion IQ: A New Dataset Towards Retrieving Images by Natural Language Feedback

  Hui Wu;Yupeng Gao;Xiaoxiao Guo;Ziad Al-Halah

  219
  Citations

• Evidence Aggregation for Answer Re-Ranking in Open-Domain Question Answering

  Shuohang Wang;Mo Yu;Jing Jiang;Wei Zhang

  156
  Citations

• Improving Question Answering over Incomplete KBs with Knowledge-Aware Reader.

  Wenhan Xiong;Mo Yu;Shiyu Chang;Xiaoxiao Guo

  134
  Citations

• Sentence Embedding Alignment for Lifelong Relation Extraction.

  Hong Wang;Wenhan Xiong;Mo Yu;Xiaoxiao Guo

  123
  Citations

• R$^3$: Reinforced Reader-Ranker for Open-Domain Question Answering

  Shuohang Wang;Mo Yu;Xiaoxiao Guo;Zhiguo Wang

  120
  Citations

• Dialog-based Interactive Image Retrieval

  Xiaoxiao Guo;Hui Wu;Yu Cheng;Steven Rennie

  119
  Citations

• Extracting Multiple-Relations in One-Pass with Pre-Trained Transformers

  Haoyu Wang;Ming Tan;Mo Yu;Shiyu Chang

  102
  Citations

• Dilated Recurrent Neural Networks

  Shiyu Chang;Yang Zhang;Wei Han;Mo Yu

  88
  Citations

• Eigenoption Discovery through the Deep Successor Representation

  Marlos C. Machado;Clemens Rosenbaum;Xiaoxiao Guo;Miao Liu

  84
  Citations

• Dialog-based Interactive Image Retrieval

  Xiaoxiao Guo;Hui Wu;Yu Cheng;Steven Rennie

  60
  Citations

• Evidence Aggregation for Answer Re-Ranking in Open-Domain Question Answering

  Shuohang Wang;Mo Yu;Jing Jiang;Wei Zhang

  32
  Citations