Microsoft at AAAI 2022

DISMISS: Database of Indian Social Media Influencers on Twitter

Arshia Arya, Soham De, Dibyendu Mishra, Gazal Shekhawat, Ankur Sharma, Anmol Panda, Faisal Lalani, Parantak Singh, Ramaravind Kommiya Mothilal, Rynaa Grover, Sachita Nishal, Saloni Dash, Shehla Shora, Syeda Zainab Akbar, Joyojeet Pal

International AAAI Conference on Web and Social Media | May 2022

Publication 项目

Dynamic Relation Discovery and Utilization in Multi-Entity Time Series Forecasting

Lin Huang, Lijun Wu, Jia Zhang, Jiang Bian, Tie-Yan Liu

AAAI 2022 | May 2022

Publication

Deterministic and Discriminative Imitation (D2-Imitation): Revisiting Adversarial Imitation for Sample Efficiency

Mingfei Sun, Sam Devlin, Katja Hofmann, Shimon Whiteson

AAAI 2022 | February 2022

Publication

DialogLM: Pre-trained Model for Long Dialogue Understanding and Summarization

Ming Zhong, Yang Liu, Yichong Xu, Chenguang Zhu, Michael Zeng

AAAI 2022 | February 2022

Publication

JAKET: Joint Pre-training of Knowledge Graph and Language Understanding

Donghan Yu, Chenguang Zhu, Yiming Yang, Michael Zeng

AAAI 2022 | February 2022

Publication

An Empirical Study of GPT-3 for Few-Shot Knowledge-Based VQA

Zhengyuan Yang, Zhe Gan, Jianfeng Wang, Xiaowei Hu, Yumao Lu, Zicheng Liu, Lijuan Wang

AAAI 2022 | February 2022

Publication 项目

Coarse-to-Fine Generative Modeling for Graphic Layouts

Zhaoyun Jiang, Shizhao Sun, Jihua Zhu, Jian-Guang Lou, Dongmei Zhang

AAAI’22 | February 2022

Author's Version

Efficient Robust Training via Backward Smoothing

Jinghui Chen, Yu Cheng, Zhe Gan, Quanquan Gu, Jingjing Liu

Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI 2022) | February 2022

Publication

Invariant Information Bottleneck for Domain Generalization

Bo Li, Yifei Shen, Yezhen Wang, Wenzhen Zhu, Colorado J Reed, Dongsheng Li, Kurt Keutzer, Han Zhao

AAAI 2022 | February 2022

Publication

Investigations of Performance and Bias in Human-AI Teamwork in Hiring

Andi Peng, Besmira Nushi, Emre Kiciman, Kori Inkpen, Ece Kamar

AAAI 2022 | February 2022

Publication 下载

Memory-Guided Semantic Learning Network for Temporal Sentence Grounding

Daizong Liu, Xiaoye Qu, Xing Di , Yu Cheng, Zichuan Xu, Pan Zhou

Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI 2022) | February 2022

Publication

Neural Piecewise-Constant Delay Differential Equations

Qunxi Zhu, Yifei Shen, Dongsheng Li, Wei Lin

AAAI 2022 | February 2022

Publication

Online Influence Maximization under the Independent Cascade Model with Node-Level Feedback

Zhijie Zhang, Wei Chen, Xiaoming Sun, Jialin Zhang

Proceedings of the 36th AAAI Conference on Artificial Intelligence (AAAI) | February 2022

This version fixed some bugs contained in the published version. See footnote in the first page.

PDF

OVIS: Open-Vocabulary Visual Instance Search via Visual-Semantic Aligned Representation Learning

Sheng Liu, Kevin Lin, Lijuan Wang, Junsong Yuan, Zicheng Liu

AAAI 2022 | February 2022

Publication 项目

Playing Lottery Tickets with Vision and Language

Zhe Gan, Yen-Chun Chen, Linjie Li, Tianlong Chen, Yu Cheng, Shuohang Wang, Jingjing Liu, Lijuan Wang, Zicheng Liu

AAAI 2022 | February 2022

Publication 项目

Unsupervised Temporal Video Grounding with Deep Semantic Clustering

Daizong Liu, Xiaoye Qu, Yinzhen Wang, Xing Di , Kai Zou, Yu Cheng, Zichuan Xu, Pan Zhou

Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI 2022) | February 2022

Publication

When Shift Operation Meets Vision Transformer: An Extremely Simple Alternative to Attention Mechanism

Guangting Wang, Yucheng Zhao, Chuanxin Tang, Chong Luo, Wenjun Zeng

AAAI 2022 | January 2022

Publication

Improving Biomedical Information Retrieval with Neural Retrievers

Man Luo, Arindam Mitra, Tejas Gokhale, Chitta Baral

AAAI 2022 | January 2022

Publication

Sequence Level Contrastive Learning for Text Summarization

Shusheng Xu, Xingxing Zhang, Yi Wu, Furu Wei

AAAI 2022 | January 2022

Publication

DDG-DA: Data Distribution Generation for Predictable Concept Drift Adaptation

Wendi Li, Xiao Yang, Weiqing Liu, Yingce Xia, Jiang Bian

AAAI 2022 | January 2022

Publication Github

Graph Pointer Neural Networks

Tianmeng Yang, Yujing Wang, Zhihan Yue, Yaming Yang, Yunhai Tong, Jing Bai

AAAI 2022 | January 2022

Publication

On Optimizing Interventions in Shared Autonomy

Weihao Tan, David Koleczek, Siddhant S Pradhan, H M Sajjad Hossain, Yash Chandak, Nicholas A Perello, Soundararajan Srinivasan, Vivek Chettiar, Vishal Rohra, Aaslesha Rajaram

AAAI 2022 | January 2022

Publication

XLM-K: Improving Cross-Lingual Language Model Pre-Training with Multilingual Knowledge

Xiaoze Jiang, Yaobo Liang, Weizhu Chen, Nan Duan

AAAI 2022 | December 2021

Publication

FedFR: Joint Optimization Federated Framework for Generic and Personalized Face Recognition

Chih-Ting Liu, Chien-Yi Wang, Shao-Yi Chien, Shang-Hong Lai

AAAI 2022 | December 2021

Publication

Towards Fine-Grained Reasoning for Fake News Detection

Yiqiao Jin, Xiting Wang, Ruichao Yang, Yizhou Sun, Wei Wang, Hao Liao, Xing Xie

AAAI 2022 | December 2021

PDF Publication

Towards Building ASR Systems for the Next Billion Users

Tahir Javed, Sumanth Doddapaneni, Abhigyan Raman, Kaushal S Bhogale, Gowtham Ramesh, Anoop Kunchukuttan, Pratyush Kumar, Mitesh M. Khapra

AAAI 2022 | December 2021

Publication

ValueNet: A New Dataset for Human Value Driven Dialogue System

Liang Qiu, Yizhou Zhao, Jinchao Li, Pan Lu, Baolin Peng, Jianfeng Gao, Song-Chun Zhu

AAAI 2022 | December 2021

Publication

RetGen: A Joint framework for Retrieval and Grounded Text Generation Modeling

Yizhe Zhang, Siqi Sun, Xiang Gao, Yuwei Fang, Chris Brockett, Michel Galley, Jianfeng Gao, Bill Dolan

AAAI 2022 | December 2021

Publication

From Good to Best: Two-Stage Training for Cross-lingual Machine Reading Comprehension

Nuo Chen, Linjun Shou (寿林钧), Ming Gong (YIMING), Jian Pei, Daxin Jiang (姜大昕)

AAAI 2022 | December 2021

Publication

Reliable Propagation-Correction Modulation for Video Object Segmentation

Xiaohao Xu, Jinglu Wang, Xiao Li, Yan Lu

AAAI 2022 | December 2021

Publication

Hybrid Instance-aware Temporal Fusion for Online Video Instance Segmentation

Xiang Li, Jinglu Wang, Xiao Li, Yan Lu

AAAI 2022 | December 2021

Publication

Adaptive Logit Adjustment Loss for Long-Tailed Visual Recognition

Yan Zhao, Weicong Chen, Xu Tan, Kai Huang, Jihong Zhu

AAAI 2022 | September 2021

Publication

TS2Vec: Towards Universal Representation of Time Series

Zhihan Yue, Yujing Wang, Juanyong Duan, Tianmeng Yang, Congrui Huang, Yunhai Tong, Bixiong Xu

AAAI 2022 | September 2021

Publication

Sparse MLP for Image Recognition: Is Self-Attention Really Necessary?

Chuanxin Tang, Yucheng Zhao, Guangting Wang, Chong Luo, Wenxuan Xie, Wenjun Zeng

AAAI 2022 | September 2021

Publication

Better Parameter-free Stochastic Optimization with ODE Updates for Coin-Betting

Keyi Chen, John Langford, Francesca Orabona

June 2020

Publication

DISMISS: Database of Indian Social Media Influencers on Twitter

Arshia Arya, Soham De, Dibyendu Mishra, Gazal Shekhawat, Ankur Sharma, Anmol Panda, Faisal Lalani, Parantak Singh, Ramaravind Kommiya Mothilal, Rynaa Grover, Sachita Nishal, Saloni Dash, Shehla Shora, Syeda Zainab Akbar, Joyojeet Pal

International AAAI Conference on Web and Social Media | May 2022

Publication 项目

Investigations of Performance and Bias in Human-AI Teamwork in Hiring

Andi Peng, Besmira Nushi, Emre Kiciman, Kori Inkpen, Ece Kamar

AAAI 2022 | February 2022

Publication 下载

DISMISS: Database of Indian Social Media Influencers on Twitter

Arshia Arya, Soham De, Dibyendu Mishra, Gazal Shekhawat, Ankur Sharma, Anmol Panda, Faisal Lalani, Parantak Singh, Ramaravind Kommiya Mothilal, Rynaa Grover, Sachita Nishal, Saloni Dash, Shehla Shora, Syeda Zainab Akbar, Joyojeet Pal

International AAAI Conference on Web and Social Media | May 2022

Publication 项目

DISMISS: Database of Indian Social Media Influencers on Twitter

Arshia Arya, Soham De, Dibyendu Mishra, Gazal Shekhawat, Ankur Sharma, Anmol Panda, Faisal Lalani, Parantak Singh, Ramaravind Kommiya Mothilal, Rynaa Grover, Sachita Nishal, Saloni Dash, Shehla Shora, Syeda Zainab Akbar, Joyojeet Pal

International AAAI Conference on Web and Social Media | May 2022

Publication 项目

Dynamic Relation Discovery and Utilization in Multi-Entity Time Series Forecasting

Lin Huang, Lijun Wu, Jia Zhang, Jiang Bian, Tie-Yan Liu

AAAI 2022 | May 2022

Publication

Deterministic and Discriminative Imitation (D2-Imitation): Revisiting Adversarial Imitation for Sample Efficiency

Mingfei Sun, Sam Devlin, Katja Hofmann, Shimon Whiteson

AAAI 2022 | February 2022

Publication

Neural Piecewise-Constant Delay Differential Equations

Qunxi Zhu, Yifei Shen, Dongsheng Li, Wei Lin

AAAI 2022 | February 2022

Publication

Investigations of Performance and Bias in Human-AI Teamwork in Hiring

Andi Peng, Besmira Nushi, Emre Kiciman, Kori Inkpen, Ece Kamar

AAAI 2022 | February 2022

Publication 下载

Invariant Information Bottleneck for Domain Generalization

Bo Li, Yifei Shen, Yezhen Wang, Wenzhen Zhu, Colorado J Reed, Dongsheng Li, Kurt Keutzer, Han Zhao

AAAI 2022 | February 2022

Publication

Coarse-to-Fine Generative Modeling for Graphic Layouts

Zhaoyun Jiang, Shizhao Sun, Jihua Zhu, Jian-Guang Lou, Dongmei Zhang

AAAI’22 | February 2022

Author's Version

Online Influence Maximization under the Independent Cascade Model with Node-Level Feedback

Zhijie Zhang, Wei Chen, Xiaoming Sun, Jialin Zhang

Proceedings of the 36th AAAI Conference on Artificial Intelligence (AAAI) | February 2022

This version fixed some bugs contained in the published version. See footnote in the first page.

PDF

OVIS: Open-Vocabulary Visual Instance Search via Visual-Semantic Aligned Representation Learning

Sheng Liu, Kevin Lin, Lijuan Wang, Junsong Yuan, Zicheng Liu

AAAI 2022 | February 2022

Publication 项目

An Empirical Study of GPT-3 for Few-Shot Knowledge-Based VQA

Zhengyuan Yang, Zhe Gan, Jianfeng Wang, Xiaowei Hu, Yumao Lu, Zicheng Liu, Lijuan Wang

AAAI 2022 | February 2022

Publication 项目

Unsupervised Temporal Video Grounding with Deep Semantic Clustering

Daizong Liu, Xiaoye Qu, Yinzhen Wang, Xing Di , Kai Zou, Yu Cheng, Zichuan Xu, Pan Zhou

Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI 2022) | February 2022

Publication

Memory-Guided Semantic Learning Network for Temporal Sentence Grounding

Daizong Liu, Xiaoye Qu, Xing Di , Yu Cheng, Zichuan Xu, Pan Zhou

Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI 2022) | February 2022

Publication

Playing Lottery Tickets with Vision and Language

Zhe Gan, Yen-Chun Chen, Linjie Li, Tianlong Chen, Yu Cheng, Shuohang Wang, Jingjing Liu, Lijuan Wang, Zicheng Liu

AAAI 2022 | February 2022

Publication 项目

Efficient Robust Training via Backward Smoothing

Jinghui Chen, Yu Cheng, Zhe Gan, Quanquan Gu, Jingjing Liu

Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI 2022) | February 2022

Publication

Improving Biomedical Information Retrieval with Neural Retrievers

Man Luo, Arindam Mitra, Tejas Gokhale, Chitta Baral

AAAI 2022 | January 2022

Publication

Sequence Level Contrastive Learning for Text Summarization

Shusheng Xu, Xingxing Zhang, Yi Wu, Furu Wei

AAAI 2022 | January 2022

Publication

DDG-DA: Data Distribution Generation for Predictable Concept Drift Adaptation

Wendi Li, Xiao Yang, Weiqing Liu, Yingce Xia, Jiang Bian

AAAI 2022 | January 2022

Publication Github

Graph Pointer Neural Networks

Tianmeng Yang, Yujing Wang, Zhihan Yue, Yaming Yang, Yunhai Tong, Jing Bai

AAAI 2022 | January 2022

Publication

On Optimizing Interventions in Shared Autonomy

Weihao Tan, David Koleczek, Siddhant S Pradhan, H M Sajjad Hossain, Yash Chandak, Nicholas A Perello, Soundararajan Srinivasan, Vivek Chettiar, Vishal Rohra, Aaslesha Rajaram

AAAI 2022 | January 2022

Publication

XLM-K: Improving Cross-Lingual Language Model Pre-Training with Multilingual Knowledge

Xiaoze Jiang, Yaobo Liang, Weizhu Chen, Nan Duan

AAAI 2022 | December 2021

Publication

Towards Fine-Grained Reasoning for Fake News Detection

Yiqiao Jin, Xiting Wang, Ruichao Yang, Yizhou Sun, Wei Wang, Hao Liao, Xing Xie

AAAI 2022 | December 2021

PDF Publication

FedFR: Joint Optimization Federated Framework for Generic and Personalized Face Recognition

Chih-Ting Liu, Chien-Yi Wang, Shao-Yi Chien, Shang-Hong Lai

AAAI 2022 | December 2021

Publication

Towards Building ASR Systems for the Next Billion Users

Tahir Javed, Sumanth Doddapaneni, Abhigyan Raman, Kaushal S Bhogale, Gowtham Ramesh, Anoop Kunchukuttan, Pratyush Kumar, Mitesh M. Khapra

AAAI 2022 | December 2021

Publication

ValueNet: A New Dataset for Human Value Driven Dialogue System

Liang Qiu, Yizhou Zhao, Jinchao Li, Pan Lu, Baolin Peng, Jianfeng Gao, Song-Chun Zhu

AAAI 2022 | December 2021

Publication

RetGen: A Joint framework for Retrieval and Grounded Text Generation Modeling

Yizhe Zhang, Siqi Sun, Xiang Gao, Yuwei Fang, Chris Brockett, Michel Galley, Jianfeng Gao, Bill Dolan

AAAI 2022 | December 2021

Publication

From Good to Best: Two-Stage Training for Cross-lingual Machine Reading Comprehension

Nuo Chen, Linjun Shou (寿林钧), Ming Gong (YIMING), Jian Pei, Daxin Jiang (姜大昕)

AAAI 2022 | December 2021

Publication

Reliable Propagation-Correction Modulation for Video Object Segmentation

Xiaohao Xu, Jinglu Wang, Xiao Li, Yan Lu

AAAI 2022 | December 2021

Publication

Hybrid Instance-aware Temporal Fusion for Online Video Instance Segmentation

Xiang Li, Jinglu Wang, Xiao Li, Yan Lu

AAAI 2022 | December 2021

Publication

TS2Vec: Towards Universal Representation of Time Series

Zhihan Yue, Yujing Wang, Juanyong Duan, Tianmeng Yang, Congrui Huang, Yunhai Tong, Bixiong Xu

AAAI 2022 | September 2021

Publication

Better Parameter-free Stochastic Optimization with ODE Updates for Coin-Betting

Keyi Chen, John Langford, Francesca Orabona

June 2020

Publication

OVIS: Open-Vocabulary Visual Instance Search via Visual-Semantic Aligned Representation Learning

Sheng Liu, Kevin Lin, Lijuan Wang, Junsong Yuan, Zicheng Liu

AAAI 2022 | February 2022

Publication 项目

An Empirical Study of GPT-3 for Few-Shot Knowledge-Based VQA

Zhengyuan Yang, Zhe Gan, Jianfeng Wang, Xiaowei Hu, Yumao Lu, Zicheng Liu, Lijuan Wang

AAAI 2022 | February 2022

Publication 项目

Unsupervised Temporal Video Grounding with Deep Semantic Clustering

Daizong Liu, Xiaoye Qu, Yinzhen Wang, Xing Di , Kai Zou, Yu Cheng, Zichuan Xu, Pan Zhou

Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI 2022) | February 2022

Publication

Memory-Guided Semantic Learning Network for Temporal Sentence Grounding

Daizong Liu, Xiaoye Qu, Xing Di , Yu Cheng, Zichuan Xu, Pan Zhou

Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI 2022) | February 2022

Publication

Playing Lottery Tickets with Vision and Language

Zhe Gan, Yen-Chun Chen, Linjie Li, Tianlong Chen, Yu Cheng, Shuohang Wang, Jingjing Liu, Lijuan Wang, Zicheng Liu

AAAI 2022 | February 2022

Publication 项目

Efficient Robust Training via Backward Smoothing

Jinghui Chen, Yu Cheng, Zhe Gan, Quanquan Gu, Jingjing Liu

Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI 2022) | February 2022

Publication

When Shift Operation Meets Vision Transformer: An Extremely Simple Alternative to Attention Mechanism

Guangting Wang, Yucheng Zhao, Chuanxin Tang, Chong Luo, Wenjun Zeng

AAAI 2022 | January 2022

Publication

FedFR: Joint Optimization Federated Framework for Generic and Personalized Face Recognition

Chih-Ting Liu, Chien-Yi Wang, Shao-Yi Chien, Shang-Hong Lai

AAAI 2022 | December 2021

Publication

Reliable Propagation-Correction Modulation for Video Object Segmentation

Xiaohao Xu, Jinglu Wang, Xiao Li, Yan Lu

AAAI 2022 | December 2021

Publication

Hybrid Instance-aware Temporal Fusion for Online Video Instance Segmentation

Xiang Li, Jinglu Wang, Xiao Li, Yan Lu

AAAI 2022 | December 2021

Publication

Adaptive Logit Adjustment Loss for Long-Tailed Visual Recognition

Yan Zhao, Weicong Chen, Xu Tan, Kai Huang, Jihong Zhu

AAAI 2022 | September 2021

Publication

Sparse MLP for Image Recognition: Is Self-Attention Really Necessary?

Chuanxin Tang, Yucheng Zhao, Guangting Wang, Chong Luo, Wenxuan Xie, Wenjun Zeng

AAAI 2022 | September 2021

Publication

Towards Building ASR Systems for the Next Billion Users

Tahir Javed, Sumanth Doddapaneni, Abhigyan Raman, Kaushal S Bhogale, Gowtham Ramesh, Anoop Kunchukuttan, Pratyush Kumar, Mitesh M. Khapra

AAAI 2022 | December 2021

Publication

Online Influence Maximization under the Independent Cascade Model with Node-Level Feedback

Zhijie Zhang, Wei Chen, Xiaoming Sun, Jialin Zhang

Proceedings of the 36th AAAI Conference on Artificial Intelligence (AAAI) | February 2022

This version fixed some bugs contained in the published version. See footnote in the first page.

PDF

Online Influence Maximization under the Independent Cascade Model with Node-Level Feedback

Zhijie Zhang, Wei Chen, Xiaoming Sun, Jialin Zhang

Proceedings of the 36th AAAI Conference on Artificial Intelligence (AAAI) | February 2022

This version fixed some bugs contained in the published version. See footnote in the first page.

PDF

DialogLM: Pre-trained Model for Long Dialogue Understanding and Summarization

Ming Zhong, Yang Liu, Yichong Xu, Chenguang Zhu, Michael Zeng

AAAI 2022 | February 2022

Publication

JAKET: Joint Pre-training of Knowledge Graph and Language Understanding

Donghan Yu, Chenguang Zhu, Yiming Yang, Michael Zeng

AAAI 2022 | February 2022

Publication

OVIS: Open-Vocabulary Visual Instance Search via Visual-Semantic Aligned Representation Learning

Sheng Liu, Kevin Lin, Lijuan Wang, Junsong Yuan, Zicheng Liu

AAAI 2022 | February 2022

Publication 项目

An Empirical Study of GPT-3 for Few-Shot Knowledge-Based VQA

Zhengyuan Yang, Zhe Gan, Jianfeng Wang, Xiaowei Hu, Yumao Lu, Zicheng Liu, Lijuan Wang

AAAI 2022 | February 2022

Publication 项目

Unsupervised Temporal Video Grounding with Deep Semantic Clustering

Daizong Liu, Xiaoye Qu, Yinzhen Wang, Xing Di , Kai Zou, Yu Cheng, Zichuan Xu, Pan Zhou

Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI 2022) | February 2022

Publication

Memory-Guided Semantic Learning Network for Temporal Sentence Grounding

Daizong Liu, Xiaoye Qu, Xing Di , Yu Cheng, Zichuan Xu, Pan Zhou

Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI 2022) | February 2022

Publication

Playing Lottery Tickets with Vision and Language

Zhe Gan, Yen-Chun Chen, Linjie Li, Tianlong Chen, Yu Cheng, Shuohang Wang, Jingjing Liu, Lijuan Wang, Zicheng Liu

AAAI 2022 | February 2022

Publication 项目

DISMISS: Database of Indian Social Media Influencers on Twitter

Arshia Arya, Soham De, Dibyendu Mishra, Gazal Shekhawat, Ankur Sharma, Anmol Panda, Faisal Lalani, Parantak Singh, Ramaravind Kommiya Mothilal, Rynaa Grover, Sachita Nishal, Saloni Dash, Shehla Shora, Syeda Zainab Akbar, Joyojeet Pal

International AAAI Conference on Web and Social Media | May 2022

Publication 项目

Dynamic Relation Discovery and Utilization in Multi-Entity Time Series Forecasting

Lin Huang, Lijun Wu, Jia Zhang, Jiang Bian, Tie-Yan Liu

AAAI 2022 | May 2022

Publication

Deterministic and Discriminative Imitation (D2-Imitation): Revisiting Adversarial Imitation for Sample Efficiency

Mingfei Sun, Sam Devlin, Katja Hofmann, Shimon Whiteson

AAAI 2022 | February 2022

Publication

DialogLM: Pre-trained Model for Long Dialogue Understanding and Summarization

Ming Zhong, Yang Liu, Yichong Xu, Chenguang Zhu, Michael Zeng

AAAI 2022 | February 2022

Publication

JAKET: Joint Pre-training of Knowledge Graph and Language Understanding

Donghan Yu, Chenguang Zhu, Yiming Yang, Michael Zeng

AAAI 2022 | February 2022

Publication

Neural Piecewise-Constant Delay Differential Equations

Qunxi Zhu, Yifei Shen, Dongsheng Li, Wei Lin

AAAI 2022 | February 2022

Publication

Investigations of Performance and Bias in Human-AI Teamwork in Hiring

Andi Peng, Besmira Nushi, Emre Kiciman, Kori Inkpen, Ece Kamar

AAAI 2022 | February 2022

Publication 下载

Invariant Information Bottleneck for Domain Generalization

Bo Li, Yifei Shen, Yezhen Wang, Wenzhen Zhu, Colorado J Reed, Dongsheng Li, Kurt Keutzer, Han Zhao

AAAI 2022 | February 2022

Publication

Coarse-to-Fine Generative Modeling for Graphic Layouts

Zhaoyun Jiang, Shizhao Sun, Jihua Zhu, Jian-Guang Lou, Dongmei Zhang

AAAI’22 | February 2022

Author's Version

Online Influence Maximization under the Independent Cascade Model with Node-Level Feedback

Zhijie Zhang, Wei Chen, Xiaoming Sun, Jialin Zhang

Proceedings of the 36th AAAI Conference on Artificial Intelligence (AAAI) | February 2022

This version fixed some bugs contained in the published version. See footnote in the first page.

PDF

OVIS: Open-Vocabulary Visual Instance Search via Visual-Semantic Aligned Representation Learning

Sheng Liu, Kevin Lin, Lijuan Wang, Junsong Yuan, Zicheng Liu

AAAI 2022 | February 2022

Publication 项目

An Empirical Study of GPT-3 for Few-Shot Knowledge-Based VQA

Zhengyuan Yang, Zhe Gan, Jianfeng Wang, Xiaowei Hu, Yumao Lu, Zicheng Liu, Lijuan Wang

AAAI 2022 | February 2022

Publication 项目

Unsupervised Temporal Video Grounding with Deep Semantic Clustering

Daizong Liu, Xiaoye Qu, Yinzhen Wang, Xing Di , Kai Zou, Yu Cheng, Zichuan Xu, Pan Zhou

Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI 2022) | February 2022

Publication

Memory-Guided Semantic Learning Network for Temporal Sentence Grounding

Daizong Liu, Xiaoye Qu, Xing Di , Yu Cheng, Zichuan Xu, Pan Zhou

Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI 2022) | February 2022

Publication

Playing Lottery Tickets with Vision and Language

Zhe Gan, Yen-Chun Chen, Linjie Li, Tianlong Chen, Yu Cheng, Shuohang Wang, Jingjing Liu, Lijuan Wang, Zicheng Liu

AAAI 2022 | February 2022

Publication 项目

Efficient Robust Training via Backward Smoothing

Jinghui Chen, Yu Cheng, Zhe Gan, Quanquan Gu, Jingjing Liu

Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI 2022) | February 2022

Publication

When Shift Operation Meets Vision Transformer: An Extremely Simple Alternative to Attention Mechanism

Guangting Wang, Yucheng Zhao, Chuanxin Tang, Chong Luo, Wenjun Zeng

AAAI 2022 | January 2022

Publication

Improving Biomedical Information Retrieval with Neural Retrievers

Man Luo, Arindam Mitra, Tejas Gokhale, Chitta Baral

AAAI 2022 | January 2022

Publication

Sequence Level Contrastive Learning for Text Summarization

Shusheng Xu, Xingxing Zhang, Yi Wu, Furu Wei

AAAI 2022 | January 2022

Publication

DDG-DA: Data Distribution Generation for Predictable Concept Drift Adaptation

Wendi Li, Xiao Yang, Weiqing Liu, Yingce Xia, Jiang Bian

AAAI 2022 | January 2022

Publication Github

Graph Pointer Neural Networks

Tianmeng Yang, Yujing Wang, Zhihan Yue, Yaming Yang, Yunhai Tong, Jing Bai

AAAI 2022 | January 2022

Publication

On Optimizing Interventions in Shared Autonomy

Weihao Tan, David Koleczek, Siddhant S Pradhan, H M Sajjad Hossain, Yash Chandak, Nicholas A Perello, Soundararajan Srinivasan, Vivek Chettiar, Vishal Rohra, Aaslesha Rajaram

AAAI 2022 | January 2022

Publication

XLM-K: Improving Cross-Lingual Language Model Pre-Training with Multilingual Knowledge

Xiaoze Jiang, Yaobo Liang, Weizhu Chen, Nan Duan

AAAI 2022 | December 2021

Publication

Towards Fine-Grained Reasoning for Fake News Detection

Yiqiao Jin, Xiting Wang, Ruichao Yang, Yizhou Sun, Wei Wang, Hao Liao, Xing Xie

AAAI 2022 | December 2021

PDF Publication

FedFR: Joint Optimization Federated Framework for Generic and Personalized Face Recognition

Chih-Ting Liu, Chien-Yi Wang, Shao-Yi Chien, Shang-Hong Lai

AAAI 2022 | December 2021

Publication

Towards Building ASR Systems for the Next Billion Users

Tahir Javed, Sumanth Doddapaneni, Abhigyan Raman, Kaushal S Bhogale, Gowtham Ramesh, Anoop Kunchukuttan, Pratyush Kumar, Mitesh M. Khapra

AAAI 2022 | December 2021

Publication

ValueNet: A New Dataset for Human Value Driven Dialogue System

Liang Qiu, Yizhou Zhao, Jinchao Li, Pan Lu, Baolin Peng, Jianfeng Gao, Song-Chun Zhu

AAAI 2022 | December 2021

Publication

RetGen: A Joint framework for Retrieval and Grounded Text Generation Modeling

Yizhe Zhang, Siqi Sun, Xiang Gao, Yuwei Fang, Chris Brockett, Michel Galley, Jianfeng Gao, Bill Dolan

AAAI 2022 | December 2021

Publication

From Good to Best: Two-Stage Training for Cross-lingual Machine Reading Comprehension

Nuo Chen, Linjun Shou (寿林钧), Ming Gong (YIMING), Jian Pei, Daxin Jiang (姜大昕)

AAAI 2022 | December 2021

Publication

Reliable Propagation-Correction Modulation for Video Object Segmentation

Xiaohao Xu, Jinglu Wang, Xiao Li, Yan Lu

AAAI 2022 | December 2021

Publication

Hybrid Instance-aware Temporal Fusion for Online Video Instance Segmentation

Xiang Li, Jinglu Wang, Xiao Li, Yan Lu

AAAI 2022 | December 2021

Publication

Adaptive Logit Adjustment Loss for Long-Tailed Visual Recognition

Yan Zhao, Weicong Chen, Xu Tan, Kai Huang, Jihong Zhu

AAAI 2022 | September 2021

Publication

TS2Vec: Towards Universal Representation of Time Series

Zhihan Yue, Yujing Wang, Juanyong Duan, Tianmeng Yang, Congrui Huang, Yunhai Tong, Bixiong Xu

AAAI 2022 | September 2021

Publication

Sparse MLP for Image Recognition: Is Self-Attention Really Necessary?

Chuanxin Tang, Yucheng Zhao, Guangting Wang, Chong Luo, Wenxuan Xie, Wenjun Zeng

AAAI 2022 | September 2021

Publication

Better Parameter-free Stochastic Optimization with ODE Updates for Coin-Betting

Keyi Chen, John Langford, Francesca Orabona

June 2020

Publication