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Reasoning to Attend: Try to Understand How <SEG> Token Works
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2024
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Rui Qian
Xin Yin
Dejing Dou
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Efficient Federated Learning Using Dynamic Update and Adaptive Pruning
with Momentum on Shared Server Data
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2024
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Ji Liu
Juncheng Jia
Hong Zhang
Yuhui Yun
Leye Wang
Yang Zhou
Huaiyu Dai
Dejing Dou
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Dual-space Hierarchical Learning for Goal-guided Conversational Recommendation
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2024
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Can Chen
Hao Liu
Zeming Liu
Xue Liu
Dejing Dou
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Dual-space Hierarchical Learning for Goal-guided Conversational Recommendation
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2024
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Can Chen
Hao Liu
Zeming Liu
Xue Liu
Dejing Dou
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Mitigating Confounding and Selection Biases in Personalized Recommendation: A Causal Approach
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2023
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Wen Huang
Jingbo Zhou
Xintao Wu
Dejing Dou
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Learning from Training Dynamics: Identifying Mislabeled Data beyond Manually Designed Features
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2023
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Qingrui Jia
Xuhong Li
Yu Lei
Jiang Bian
Penghao Zhao
Shupeng Li
Haoyi Xiong
Dejing Dou
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ColdNAS: Search to Modulate for User Cold-Start Recommendation
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2023
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Shiguang Wu
Yaqing Wang
Qinghe Jing
Daxiang Dong
Dejing Dou
Quanming Yao
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Global age-structured spatial modeling for emerging infectious diseases like COVID-19
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2023
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Yixiong Xiao
Jingbo Zhou
Qu Cheng
Jun Yang
Đин ЧŃĐ˝
Tao Zhang
Lei Xu
Bo Xu
Zhehao Ren
Zhaoyang Liu
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Video4MRI: An Empirical Study on Brain Magnetic Resonance Image Analytics with CNN-Based Video Classification Frameworks
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2023
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Yuxuan Zhang
Qingzhong Wang
Jiang Bian
Yi Liu
Yanwu Xu
Dejing Dou
Haoyi Xiong
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Structure-aware protein self-supervised learning
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2023
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Can Chen
Jingbo Zhou
Fan Wang
Xue Liu
Dejing Dou
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Towards Long-Term Time-Series Forecasting: Feature, Pattern, and Distribution
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2023
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Yan Li
Xinjiang Lu
Haoyi Xiong
Jian Tang
Jiantao Su
Bo Jin
Dejing Dou
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A Contextual Master-Slave Framework on Urban Region Graph for Urban Village Detection
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2023
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Congxi Xiao
Jingbo Zhou
Jizhou Huang
Hengshu Zhu
Tong Xu
Dejing Dou
Hui Xiong
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Towards Long-Term Time-Series Forecasting: Feature, Pattern, and Distribution
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2023
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Yan Li
Xinjiang Lu
Haoyi Xiong
Jian Tang
Jiantao Su
Bo Jin
Dejing Dou
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Towards Table-to-Text Generation with Pretrained Language Model: A Table Structure Understanding and Text Deliberating Approach
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2023
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Miao Chen
Xinjiang Lu
Tong Xu
Yanyan Li
Jingbo Zhou
Dejing Dou
Hui Xiong
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Video4MRI: An Empirical Study on Brain Magnetic Resonance Image Analytics with CNN-based Video Classification Frameworks
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2023
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Yuxuan Zhang
Qingzhong Wang
Jiang Bian
Yi Liu
Yanwu Xu
Dejing Dou
Haoyi Xiong
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Distributed and Deep Vertical Federated Learning with Big Data
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2023
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Ji Liu
Xuehai Zhou
Lei Mo
Shilei Ji
Yuan Liao
Zheng Li
Qin Gu
Dejing Dou
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Doubly Stochastic Models: Learning with Unbiased Label Noises and Inference Stability
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2023
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Haoyi Xiong
Xuhong Li
Boyang Yu
Zhanxing Zhu
Dongrui Wu
Dejing Dou
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Robust Cross-Modal Knowledge Distillation for Unconstrained Videos
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2023
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Wenke Xia
Xingjian Li
Andong Deng
Haoyi Xiong
Dejing Dou
Di Hu
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ColdNAS: Search to Modulate for User Cold-Start Recommendation
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2023
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Shiguang Wu
Yaqing Wang
Qinghe Jing
Daxiang Dong
Dejing Dou
Quanming Yao
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FedASMU: Efficient Asynchronous Federated Learning with Dynamic Staleness-aware Model Update
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2023
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Ji Liu
Juncheng Jia
Tianshi Che
Chao Huo
Jiaxiang Ren
Yang Zhou
Huaiyu Dai
Dejing Dou
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On Mask-based Image Set Desensitization with Recognition Support
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2023
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Qilong Li
Ji Liu
Yifan Sun
Chongsheng Zhang
Dejing Dou
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Towards Inadequately Pre-trained Models in Transfer Learning
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2022
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Andong Deng
Xingjian Li
Zhibing Li
Di Hu
ChengâZhong Xu
Dejing Dou
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A Comparative Survey of Deep Active Learning
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2022
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Xueying Zhan
Qingzhong Wang
Kuan-Hao Huang
Haoyi Xiong
Dejing Dou
Antoni B. Chan
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A Simple yet Effective Framework for Active Learning to Rank
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2022
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Qingzhong Wang
Haifang Li
Haoyi Xiong
Wen Wang
Jiang Bian
Y. Lu
Shuaiqiang Wang
Zhicong Cheng
Dejing Dou
Dawei Yin
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A Survey on Video Action Recognition in Sports: Datasets, Methods and Applications
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2022
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Fei Wu
Qingzhong Wang
Jian Bian
Haoyi Xiong
Ning Ding
Feixiang Lu
Jun Cheng
Dejing Dou
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Deep Active Learning with Noise Stability
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2022
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Xingjian Li
Pengkun Yang
Tianyang Wang
Xueying Zhan
Min Xu
Dejing Dou
ChengâZhong Xu
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FedHiSyn: A Hierarchical Synchronous Federated Learning Framework for Resource and Data Heterogeneity
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2022
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Guanghao Li
Yue Hu
Miao Zhang
Ji Liu
Quanjun Yin
Yong Peng
Dejing Dou
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Pareto Optimization for Active Learning under Out-of-Distribution Data Scenarios
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2022
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Xueying Zhan
Zeyu Dai
Qingzhong Wang
Qing Li
Haoyi Xiong
Dejing Dou
Antoni B. Chan
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Large-scale Knowledge Distillation with Elastic Heterogeneous Computing Resources
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2022
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Ji Liu
Daxiang Dong
Xi Wang
An Qin
Xingjian Li
Patrick Valduriez
Dejing Dou
Dianhai Yu
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Accelerated Federated Learning with Decoupled Adaptive Optimization
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2022
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Jiayin Jin
Jiaxiang Ren
Yang Zhou
Lingjuan Lyu
Ji Liu
Dejing Dou
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$\textbf{P$^2$A}$: A Dataset and Benchmark for Dense Action Detection from Table Tennis Match Broadcasting Videos
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2022
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Jiang Bian
Qingzhong Wang
Haoyi Xiong
Jun Huang
Chen Liu
Xuhong Li
Jun Cheng
Jun Zhao
Feixiang Lu
Dejing Dou
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SDWPF: A Dataset for Spatial Dynamic Wind Power Forecasting Challenge at KDD Cup 2022
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2022
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Jingbo Zhou
Xinjiang Lu
Yixiong Xiao
Jiantao Su
Junfu Lyu
Yanjun Ma
Dejing Dou
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FedDUAP: Federated Learning with Dynamic Update and Adaptive Pruning Using Shared Data on the Server
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2022
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Hong Zhang
Ji Liu
Juncheng Jia
Yang Zhou
Huaiyu Dai
Dejing Dou
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Multi-Job Intelligent Scheduling with Cross-Device Federated Learning
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2022
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Ji Liu
Juncheng Jia
Beichen Ma
Chendi Zhou
Jingbo Zhou
Yang Zhou
Huaiyu Dai
Dejing Dou
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A Contextual Master-Slave Framework on Urban Region Graph for Urban Village Detection
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2022
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Congxi Xiao
Jingbo Zhou
Jizhou Huang
Hengshu Zhu
Tong Xu
Dejing Dou
Hui Xiong
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+
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Learning from Training Dynamics: Identifying Mislabeled Data Beyond Manually Designed Features
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2022
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Qingrui Jia
Xuhong Li
Yu Lei
Jiang Bian
Penghao Zhao
Shupeng Li
Haoyi Xiong
Dejing Dou
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PDF
Chat
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Dual-Space Hierarchical Learning for Goal-Guided Conversational Recommendation
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2022
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Can Chen
Hao Liu
Zeming Liu
Xue Liu
Dejing Dou
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+
PDF
Chat
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Towards Table-to-Text Generation with Pretrained Language Model: A Table Structure Understanding and Text Deliberating Approach
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2022
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Miao Chen
Xinjiang Lu
Tong Xu
Yanyan Li
Jingbo Zhou
Dejing Dou
Hui Xiong
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PDF
Chat
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Textual Data Augmentation for Patient Outcomes Prediction
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2021
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Qiuhao Lu
Dejing Dou
Thien Huu Nguyen
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An Investigation of Containment Measure Implementation and Public Responses to the COVID-19 Pandemic in Mainland China
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2021
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Liu Ji
Haoyi Xiong
Xiakai Wang
Jizhou Huang
Qiaojun Li
Tongtong Huang
Siyu Huang
Haifeng Wang
Dejing Dou
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PDF
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JIZHI: A Fast and Cost-Effective Model-As-A-Service System for Web-Scale
Online Inference at Baidu
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2021
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Hao Liu
Qian Gao
Jiang Li
Xiaochao Liao
Hao Xiong
Guangxing Chen
Wenlin Wang
Guobao Yang
Zhiwei Zha
Daxiang Dong
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C-Watcher: A Framework for Early Detection of High-Risk Neighborhoods Ahead of COVID-19 Outbreak
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2021
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Congxi Xiao
Jingbo Zhou
Jizhou Huang
An Zhuo
Ji Liu
Haoyi Xiong
Dejing Dou
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PDF
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Joint Air Quality and Weather Prediction Based on Multi-Adversarial Spatiotemporal Networks
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2021
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Jindong Han
Hao Liu
Hengshu Zhu
Hui Xiong
Dejing Dou
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PDF
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Out-of-Town Recommendation with Travel Intention Modeling
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2021
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Haoran Xin
Xinjiang Lu
Tong Xu
Hao Liu
Jingjing Gu
Dejing Dou
Hui Xiong
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PDF
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An Empirical Study on the Relation Between Network Interpretability and Adversarial Robustness
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2021
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Adam Noack
Isaac Ahern
Dejing Dou
Boyang Li
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Data Placement for Multi-Tenant Data Federation on the Cloud
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2021
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Ji Liu
Lei Mo
Sijia Yang
Jingbo Zhou
Shilei Ji
Haoyi Xiong
Dejing Dou
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Interpretable Deep Learning: Interpretation, Interpretability, Trustworthiness, and Beyond
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2021
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Xuhong Li
Haoyi Xiong
Xingjian Li
Xuanyu Wu
Xiao Zhang
Ji Liu
Jiang Bian
Dejing Dou
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Efficient Device Scheduling with Multi-Job Federated Learning
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2021
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Chendi Zhou
Ji Liu
Juncheng Jia
Jingbo Zhou
Yang Zhou
Huaiyu Dai
Dejing Dou
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Exploring the Common Principal Subspace of Deep Features in Neural Networks
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2021
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Haoran Liu
Haoyi Xiong
Yaqing Wang
Haozhe An
Dongrui Wu
Dejing Dou
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An Investigation of Containment Measures Against the COVID-19 Pandemic in Mainland China
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2020
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Ji Liu
Xiakai Wang
Haoyi Xiong
Jizhou Huang
Siyu Huang
Haozhe An
Dejing Dou
Haifeng Wang
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Introducing Syntactic Structures into Target Opinion Word Extraction with Deep Learning
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2020
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Amir Pouran Ben Veyseh
Nasim Nouri
Franck Dernoncourt
Dejing Dou
Thien Huu Nguyen
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Analysis of Collective Response Reveals that COVID-19-Related Activities Start From the End of 2019 in Mainland China
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2020
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Ji Liu
Tongtong Huang
Haoyi Xiong
Jizhou Huang
Jingbo Zhou
Haiyan Jiang
Guanhua Yang
Haifeng Wang
Dejing Dou
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PDF
Chat
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Ontology-based Interpretable Machine Learning for Textual Data
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2020
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Phung Lai
NhatHai Phan
Han Hu
Anuja Badeti
David Newman
Dejing Dou
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Cross-Task Transfer for Multimodal Aerial Scene Recognition.
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2020
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Di Hu
Xuhong Li
Lichao Mou
Pu Jin
Dong Chen
Liping Jing
Xiaoxiang Zhu
Dejing Dou
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Understanding the Collective Responses of Populations to the COVID-19 Pandemic in Mainland China
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2020
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Haoyi Xiong
Ji Liu
Jizhou Huang
Siyu Huang
Haozhe An
Qi Kang
Ying Li
Dejing Dou
Haifeng Wang
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PDF
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Learning Conceptual-Contextual Embeddings for Medical Text
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2020
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Xiao Zhang
Dejing Dou
Ji Wu
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+
PDF
Chat
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A Joint Model for Definition Extraction with Syntactic Connection and Semantic Consistency
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2020
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Amir Pouran Ben Veyseh
Franck Dernoncourt
Dejing Dou
Thien Huu Nguyen
|
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Ontology-based Interpretable Machine Learning for Textual Data
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2020
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Phung Lai
NhatHai Phan
Han Hu
Anuja Badeti
David Newman
Dejing Dou
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Quantifying the Economic Impact of COVID-19 in Mainland China Using Human Mobility Data
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2020
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Jizhou Huang
Haifeng Wang
Haoyi Xiong
Miao Fan
An Zhuo
Ying Li
Dejing Dou
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Cross-Task Transfer for Geotagged Audiovisual Aerial Scene Recognition
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2020
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Di Hu
Xuhong Li
Lichao Mou
Pu Jin
Dong Chen
Liping Jing
Xiaoxiang Zhu
Dejing Dou
|
+
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An Investigation of Containment Measures Against the COVID-19 Pandemic in Mainland China
|
2020
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Liu Ji
Xiakai Wang
Haoyi Xiong
Jizhou Huang
Siyu Huang
Haozhe An
Dejing Dou
Haifeng Wang
|
+
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Towards Accurate Knowledge Transfer via Target-awareness Representation Disentanglement
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2020
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Xingjian Li
Di Hu
Xuhong Li
Haoyi Xiong
Zhi Ye
Zhipeng Wang
ChengâZhong Xu
Dejing Dou
|
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Discriminative Sounding Objects Localization via Self-supervised Audiovisual Matching
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2020
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Di Hu
Rui Qian
Minyue Jiang
Xiao Tan
Shilei Wen
Errui Ding
Weiyao Lin
Dejing Dou
|
+
PDF
Chat
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Cross-Task Transfer for Geotagged Audiovisual Aerial Scene Recognition
|
2020
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Di Hu
Xuhong Li
Lichao Mou
Pu Jin
Dong Chen
Liping Jing
Xiao Xiang Zhu
Dejing Dou
|
+
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Joint Air Quality and Weather Prediction Based on Multi-Adversarial Spatiotemporal Networks
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2020
|
Jindong Han
Hao Liu
Hengshu Zhu
Hui Xiong
Dejing Dou
|
+
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C-Watcher: A Framework for Early Detection of High-Risk Neighborhoods Ahead of COVID-19 Outbreak
|
2020
|
Congxi Xiao
Jingbo Zhou
Jizhou Huang
An Zhuo
Ji Liu
Haoyi Xiong
Dejing Dou
|
+
|
Introducing Syntactic Structures into Target Opinion Word Extraction with Deep Learning
|
2020
|
Amir Pouran Ben Veyseh
Nasim Nouri
Franck Dernoncourt
Dejing Dou
Thien Huu Nguyen
|
+
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Improving Aspect-based Sentiment Analysis with Gated Graph Convolutional Networks and Syntax-based Regulation
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2020
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Amir Pouran Ben Veyseh
Nasim Nour
Franck Dernoncourt
Quan Hung Tran
Dejing Dou
Thien Huu Nguyen
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COLAM: Co-Learning of Deep Neural Networks and Soft Labels via Alternating Minimization
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2020
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Xingjian Li
Haoyi Xiong
Haozhe An
Dejing Dou
ChengâZhong Xu
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+
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A Joint Model for Definition Extraction with Syntactic Connection and Semantic Consistency.
|
2019
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Amir Pouran Ben Veyseh
Franck Dernoncourt
Dejing Dou
Thien Huu Nguyen
|
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Heterogeneous Gaussian Mechanism: Preserving Differential Privacy in Deep Learning with Provable Robustness
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2019
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NhatHai Phan
Minh N. Vu
Yang Liu
Ruoming Jin
Dejing Dou
Xintao Wu
My T. Thai
|
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Improving Cross-Domain Performance for Relation Extraction via Dependency Prediction and Information Flow Control
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2019
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Amir Pouran Ben Veyseh
Thien Huu Nguyen
Dejing Dou
|
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Heterogeneous Gaussian Mechanism: Preserving Differential Privacy in Deep Learning with Provable Robustness
|
2019
|
NhatHai Phan
Minh N. Vu
Yang Liu
Ruoming Jin
Dejing Dou
Xintao Wu
My T. Thai
|
+
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Logic Rules Powered Knowledge Graph Embedding
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2019
|
Pengwei Wang
Dejing Dou
Fangzhao Wu
Nisansa de Silva
Lianwen Jin
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+
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Graph based Neural Networks for Event Factuality Prediction using Syntactic and Semantic Structures
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2019
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Amir Pouran Ben Veyseh
Thien Huu Nguyen
Dejing Dou
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+
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Delta Embedding Learning
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2019
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Xiao Zhang
Ji Wu
Dejing Dou
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+
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Improving Cross-Domain Performance for Relation Extraction via Dependency Prediction and Information Flow Control
|
2019
|
Amir Pouran Ben Veyseh
Thien Huu Nguyen
Dejing Dou
|
+
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Learning Conceptual-Contextual Embeddings for Medical Text
|
2019
|
Xiao Zhang
Dejing Dou
Ji Wu
|
+
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An Empirical Study on the Relation between Network Interpretability and Adversarial Robustness
|
2019
|
Adam Noack
Isaac Ahern
Dejing Dou
Boyang Li
|
+
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A Joint Model for Definition Extraction with Syntactic Connection and Semantic Consistency
|
2019
|
Amir Pouran Ben Veyseh
Franck Dernoncourt
Dejing Dou
Thien Huu Nguyen
|
+
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Heterogeneous Gaussian Mechanism: Preserving Differential Privacy in Deep Learning with Provable Robustness
|
2019
|
NhatHai Phan
Minh T. Vu
Yang Liu
Ruoming Jin
Dejing Dou
Xintao Wu
My T. Thai
|
+
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HotFlip: White-Box Adversarial Examples for Text Classification
|
2018
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Javid Ebrahimi
Anyi Rao
Daniel Lowd
Dejing Dou
|
+
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Delta Embedding Learning
|
2018
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Xiao Zhang
Ji Wu
Dejing Dou
|
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Adaptive Laplace Mechanism: Differential Privacy Preservation in Deep Learning
|
2017
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NhatHai Phan
Xintao Wu
Han Hu
Dejing Dou
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+
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Preserving Differential Privacy in Convolutional Deep Belief Networks
|
2017
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NhatHai Phan
Xintao Wu
Dejing Dou
|
+
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HotFlip: White-Box Adversarial Examples for Text Classification
|
2017
|
Javid Ebrahimi
Anyi Rao
Daniel Lowd
Dejing Dou
|
+
PDF
Chat
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A Probabilistic Approach to Knowledge Translation
|
2016
|
Shangpu Jiang
Daniel Lowd
Dejing Dou
|
+
PDF
Chat
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Ontology Matching with Knowledge Rules
|
2016
|
Shangpu Jiang
Daniel Lowd
Sabin Kafle
Dejing Dou
|
+
PDF
Chat
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Ontology Matching with Knowledge Rules
|
2015
|
Shangpu Jiang
Daniel Lowd
Dejing Dou
|
+
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A Probabilistic Approach to Knowledge Translation
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2015
|
Shangpu Jiang
Daniel Lowd
Dejing Dou
|
+
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Ontology Matching with Knowledge Rules
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2015
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Shangpu Jiang
Daniel Lowd
Dejing Dou
|