1

Junjie Huang, Huawei Shen, Liang Hou, Xueqi Cheng

SDGNN: Learning Node Representation for Signed Directed Networks.

AAAI 2021:196-203(2021)

https://doi.org/10.1609/aaai.v35i1.16093

2

Deyu Bo, Xiao Wang, Chuan Shi, Huawei Shen

Beyond Low-frequency Information in Graph Convolutional Networks.

AAAI 2021:3950-3957(2021)

https://doi.org/10.1609/aaai.v35i5.16514

3

Liang Hou, Zehuan Yuan, Lei Huang, Huawei Shen, Xueqi Cheng, Changhu Wang

Slimmable Generative Adversarial Networks.

AAAI 2021:7746-7753(2021)

https://doi.org/10.1609/aaai.v35i9.16946

4

Junjie Huang, Huawei Shen, Qi Cao, Shuchang Tao, Xueqi Cheng

Signed Bipartite Graph Neural Networks.

CIKM 2021:740-749(2021)

https://doi.org/10.1145/3459637.3482392

5

Shuchang Tao, Qi Cao, Huawei Shen, Junjie Huang, Yunfan Wu, Xueqi Cheng

Single Node Injection Attack against Graph Neural Networks.

CIKM 2021:1794-1803(2021)

https://doi.org/10.1145/3459637.3482393

6

Chao Yang, Su Feng, Dongsheng Li, Huawei Shen, Guoqing Wang, Bin Jiang

Learning Content and Context with Language Bias for Visual Question Answering.

ICME 2021:1-6(2021)

https://doi.org/10.1109/ICME51207.2021.9428098

7

Chao Yang, Zhiyu Wang, Huawei Shen, Huizhou Li, Bin Jiang

Multi-Modality Image Manipulation Detection.

ICME 2021:1-6(2021)

https://doi.org/10.1109/ICME51207.2021.9428232

8

Junjie Huang, Huawei Shen, Qi Cao, Li Cai, Xueqi Cheng

How Medical Crowdfunding Helps People? A Large-scale Case Study on the Waterdrop Fundraising.

ICWSM 2021:220-229(2021)

https://ojs.aaai.org/index.php/ICWSM/article/view/18055

9

Junjie Huang, Huawei Shen, Xueqi Cheng

SIGNLENS: A Tool for Analyzing People's Polarization Social Relationship Based on Signed Graph Modeling.

ICWSM 2021:1091-1093(2021)

https://ojs.aaai.org/index.php/ICWSM/article/view/18136

10

Liang Hou, Huawei Shen, Qi Cao, Xueqi Cheng

Self-Supervised GANs with Label Augmentation.

NeurIPS 2021:13019-13031(2021)

https://proceedings.neurips.cc/paper/2021/hash/6cb5da3513bd26085ee3fad631ebb37a-Abstract.html

11

Ruizhuo Zhao, Jinhua Gao, Huawei Shen, Xueqi Cheng

Capturing SQL Query Overlapping via Subtree Copy for Cross-Domain Context-Dependent SQL Generation.

PAKDD (2) 2021:664-675(2021)

https://doi.org/10.1007/978-3-030-75765-6_53

12

Wenjun Ke, Jinhua Gao, Huawei Shen, Xueqi Cheng

Semantic-Syntax Cascade Injection Model for Aspect Sentiment Triple Extraction.

PAKDD (2) 2021:743-755(2021)

https://doi.org/10.1007/978-3-030-75765-6_59

13

Shuchang Tao, Huawei Shen, Qi Cao, Liang Hou, Xueqi Cheng

Adversarial Immunization for Certifiable Robustness on Graphs.

WSDM 2021:698-706(2021)

https://doi.org/10.1145/3437963.3441782

14

Xin Cai, Jiabei Zeng, Shiguang Shan

Landmark-aware Self-supervised Eye Semantic Segmentation.

FG 2021:1-8(2021)

https://doi.org/10.1109/FG52635.2021.9667031

15

Xuran Sun, Jiabei Zeng, Shiguang Shan

Emotion-aware Contrastive Learning for Facial Action Unit Detection.

FG 2021:1-8(2021)

https://doi.org/10.1109/FG52635.2021.9666945

16

Xiaobai Li, Haomiao Sun, Zhaodong Sun, Hu Han, Antitza Dantcheva, Shiguang Shan, Guoying Zhao

The 2nd Challenge on Remote Physiological Signal Sensing (RePSS).

ICCVW 2021:2404-2413(2021)

https://doi.org/10.1109/ICCVW54120.2021.00273

17

Dalu Feng, Shuang Yang, Shiguang Shan

An Efficient Software for Building LIP Reading Models Without Pains.

ICME Workshops 2021:1-2(2021)

https://doi.org/10.1109/ICMEW53276.2021.9456014

18

Yihan Du, Yuko Kuroki, Wei Chen

Combinatorial Pure Exploration with Full-Bandit or Partial Linear Feedback.

AAAI 2021:7262-7270(2021)

https://doi.org/10.1609/aaai.v35i8.16892

19

Da Yu, Huishuai Zhang, Wei Chen, Jian Yin, Tie-Yan Liu

How Does Data Augmentation Affect Privacy in Machine Learning?

AAAI 2021:10746-10753(2021)

https://doi.org/10.1609/aaai.v35i12.17284

20

Hao Zhou, Minlie Huang, Yong Liu, Wei Chen, Xiaoyan Zhu

EARL: Informative Knowledge-Grounded Conversation Generation with Entity-Agnostic Representation Learning.

EMNLP (1) 2021:2383-2395(2021)

https://doi.org/10.18653/v1/2021.emnlp-main.184

21

Da Yu, Huishuai Zhang, Wei Chen, Tie-Yan Liu

Do not Let Privacy Overbill Utility: Gradient Embedding Perturbation for Private Learning.

ICLR 2021:(2021)

https://openreview.net/forum?id=7aogOj_VYO0

22

Bohan Wang, Qi Meng, Wei Chen, Tie-Yan Liu

The Implicit Bias for Adaptive Optimization Algorithms on Homogeneous Neural Networks.

ICML 2021:10849-10858(2021)

http://proceedings.mlr.press/v139/wang21q.html

23

Da Yu, Huishuai Zhang, Wei Chen, Jian Yin, Tie-Yan Liu

Large Scale Private Learning via Low-rank Reparametrization.

ICML 2021:12208-12218(2021)

http://proceedings.mlr.press/v139/yu21f.html

24

Chang Liu, Xinwei Sun, Jindong Wang, Haoyue Tang, Tao Li, Tao Qin, Wei Chen, Tie-Yan Liu

Learning Causal Semantic Representation for Out-of-Distribution Prediction.

NeurIPS 2021:6155-6170(2021)

https://proceedings.neurips.cc/paper/2021/hash/310614fca8fb8e5491295336298c340f-Abstract.html

25

Xiaobo Liang, Lijun Wu, Juntao Li, Yue Wang, Qi Meng, Tao Qin, Wei Chen, Min Zhang, Tie-Yan Liu

R-Drop: Regularized Dropout for Neural Networks.

NeurIPS 2021:10890-10905(2021)

https://proceedings.neurips.cc/paper/2021/hash/5a66b9200f29ac3fa0ae244cc2a51b39-Abstract.html

26

Xinwei Sun, Botong Wu, Xiangyu Zheng, Chang Liu, Wei Chen, Tao Qin, Tie-Yan Liu

Recovering Latent Causal Factor for Generalization to Distributional Shifts.

NeurIPS 2021:16846-16859(2021)

https://proceedings.neurips.cc/paper/2021/hash/8c6744c9d42ec2cb9e8885b54ff744d0-Abstract.html

27

Bohan Wang, Huishuai Zhang, Jieyu Zhang, Qi Meng, Wei Chen, Tie-Yan Liu

Optimizing Information-theoretical Generalization Bound via Anisotropic Noise of SGLD.

NeurIPS 2021:26080-26090(2021)

https://proceedings.neurips.cc/paper/2021/hash/db2b4182156b2f1f817860ac9f409ad7-Abstract.html

28

Xufang Luo, Qi Meng, Wei Chen, Yunhong Wang, Tie-Yan Liu

Path-BN: Towards effective batch normalization in the Path Space for ReLU networks.

UAI 2021:834-843(2021)

https://proceedings.mlr.press/v161/luo21b.html

29

Lei Ji, Xianglin Guo, Haoyang Huang, Xilin Chen

Hierarchical Context-aware Network for Dense Video Event Captioning.

ACL/IJCNLP (1) 2021:2004-2013(2021)

https://doi.org/10.18653/v1/2021.acl-long.156

30

Abhijit Das, Hao Lu, Hu Han, Antitza Dantcheva, Shiguang Shan, Xilin Chen

BVPNet: Video-to-BVP Signal Prediction for Remote Heart Rate Estimation.

FG 2021:1-8(2021)

https://doi.org/10.1109/FG52635.2021.9666996

31

Yunjia Sun, Jiabei Zeng, Shiguang Shan, Xilin Chen

Cross-Encoder for Unsupervised Gaze Representation Learning.

ICCV 2021:3682-3691(2021)

https://doi.org/10.1109/ICCV48922.2021.00368

32

Aiming Hao, Yuecong Min, Xilin Chen

Self-Mutual Distillation Learning for Continuous Sign Language Recognition.

ICCV 2021:11283-11292(2021)

https://doi.org/10.1109/ICCV48922.2021.01111

33

Yuecong Min, Aiming Hao, Xiujuan Chai, Xilin Chen

Visual Alignment Constraint for Continuous Sign Language Recognition.

ICCV 2021:11522-11531(2021)

https://doi.org/10.1109/ICCV48922.2021.01134

34

Yuanhang Zhang, Susan Liang, Shuang Yang, Xiao Liu, Zhongqin Wu, Shiguang Shan, Xilin Chen

UniCon: Unified Context Network for Robust Active Speaker Detection.

ACM Multimedia 2021:3964-3972(2021)

https://doi.org/10.1145/3474085.3475275

35

Yuhui Yuan, Rao Fu, Lang Huang, Weihong Lin, Chao Zhang, Xilin Chen, Jingdong Wang

HRFormer: High-Resolution Vision Transformer for Dense Predict.

NeurIPS 2021:7281-7293(2021)

https://proceedings.neurips.cc/paper/2021/hash/3bbfdde8842a5c44a0323518eec97cbe-Abstract.html

36

Wei Chen, Xiaoming Sun, Jialin Zhang, Zhijie Zhang

Network Inference and Influence Maximization from Samples.

ICML 2021:1707-1716(2021)

http://proceedings.mlr.press/v139/chen21q.html

37

Haining Tan, Di Yao, Tao Huang, Baoli Wang, Quanliang Jing, Jingping Bi

Meta-Learning Enhanced Neural ODE for Citywide Next POI Recommendation.

MDM 2021:89-98(2021)

https://doi.org/10.1109/MDM52706.2021.00023

38

Haining Tan, Di Yao, Jingping Bi

Deep Transfer Learning for Successive POI Recommendation.

SpatialDI 2021:134-140(2021)

https://doi.org/10.1007/978-3-030-85462-1_12

39

Dongbo Xi, Bowen Song, Fuzhen Zhuang, Yongchun Zhu, Shuai Chen, Tianyi Zhang, Yuan Qi, Qing He

Modeling the Field Value Variations and Field Interactions Simultaneously for Fraud Detection.

AAAI 2021:14957-14965(2021)

https://doi.org/10.1609/aaai.v35i17.17755

40

Zhipeng Zhang, Ling Ma, Yuan Chang, Li Xiao, Qing He, Conghui Ma, Huiqin Jiang

A Practical Polyp Detecting Model in Colonoscopy Video by Post-processing.

CISP-BMEI 2021:1-6(2021)

https://doi.org/10.1109/CISP-BMEI53629.2021.9624346

41

Runchuan Wang, Zhao Zhang, Fuzhen Zhuang, Dehong Gao, Yi Wei, Qing He

Adversarial Domain Adaptation for Cross-lingual Information Retrieval with Multilingual BERT.

CIKM 2021:3498-3502(2021)

https://doi.org/10.1145/3459637.3482050

42

Tianxin Wang, Fuzhen Zhuang, Zhiqiang Zhang, Daixin Wang, Jun Zhou, Qing He

Low-dimensional Alignment for Cross-Domain Recommendation.

CIKM 2021:3508-3512(2021)

https://doi.org/10.1145/3459637.3482137

43

Dengjie Yang, Xuehui Yu, Yi Sun, Fuzhen Zhuang, Qing He, Shiwei Ye

BFConv: Improving Convolutional Neural Networks with Butterfly Convolution.

ICONIP (4) 2021:40-50(2021)

https://doi.org/10.1007/978-3-030-92273-3_4

44

Hao Chen, Fuzhen Zhuang, Li Xiao, Ling Ma, Haiyan Liu, Ruifang Zhang, Huiqin Jiang, Qing He

AMA-GCN: Adaptive Multi-layer Aggregation Graph Convolutional Network for Disease Prediction.

IJCAI 2021:2235-2241(2021)

https://doi.org/10.24963/ijcai.2021/308

45

Ying Sun, Hengshu Zhu, Chuan Qin, Fuzhen Zhuang, Qing He, Hui Xiong

Discerning Decision-Making Process of Deep Neural Networks with Hierarchical Voting Transformation.

NeurIPS 2021:17221-17234(2021)

https://proceedings.neurips.cc/paper/2021/hash/8f1fa0193ca2b5d2fa0695827d8270e9-Abstract.html

46

Zhipeng Zhang, Li Xiao, Fuzhen Zhuang, Ling Ma, Yuan Chang, Yuanyuan Wang, Huiqin Jiang, Qing He

An Efficient Polyp Detection Framework with Suspicious Targets Assisted Training.

PRCV (4) 2021:536-547(2021)

https://doi.org/10.1007/978-3-030-88013-2_44

47

Yongchun Zhu, Kaikai Ge, Fuzhen Zhuang, Ruobing Xie, Dongbo Xi, Xu Zhang, Leyu Lin, Qing He

Transfer-Meta Framework for Cross-domain Recommendation to Cold-Start Users.

SIGIR 2021:1813-1817(2021)

https://doi.org/10.1145/3404835.3463010

48

Ying Sun, Fuzhen Zhuang, Hengshu Zhu, Qing He, Hui Xiong

Cost-Effective and Interpretable Job Skill Recommendation with Deep Reinforcement Learning.

WWW 2021:3827-3838(2021)

https://doi.org/10.1145/3442381.3449985

49

Sixian Zhang, Xinhang Song, Yubing Bai, Weijie Li, Yakui Chu, Shuqiang Jiang

Hierarchical Object-to-Zone Graph for Object Navigation.

ICCV 2021:15110-15120(2021)

https://doi.org/10.1109/ICCV48922.2021.01485

50

Tianyu Zhang, Weiqing Min, Jiahao Yang, Tao Liu, Shuqiang Jiang, Yong Rui

What If We Could Not See? Counterfactual Analysis for Egocentric Action Anticipation.

IJCAI 2021:1316-1322(2021)

https://doi.org/10.24963/ijcai.2021/182

51

Weijie Li, Xinhang Song, Yubing Bai, Sixian Zhang, Shuqiang Jiang

ION: Instance-level Object Navigation.

ACM Multimedia 2021:4343-4352(2021)

https://doi.org/10.1145/3474085.3475575

52

Qiang Hou, Weiqing Min, Jing Wang, Sujuan Hou, Yuanjie Zheng, Shuqiang Jiang

FoodLogoDet-1500: A Dataset for Large-Scale Food Logo Detection via Multi-Scale Feature Decoupling Network.

ACM Multimedia 2021:4670-4679(2021)

https://doi.org/10.1145/3474085.3475289

53

Ricardo Guerrero, Michael Spranger, Shuqiang Jiang, Chong-Wah Ngo

AIxFood'21: 3rd Workshop on AIxFood.

ACM Multimedia 2021:5688-5689(2021)

https://doi.org/10.1145/3474085.3478573

54

Gongwei Chen, Xinhang Song, Bohan Wang, Shuqiang Jiang

See More for Scene: Pairwise Consistency Learning for Scene Classification.

NeurIPS 2021:4987-4999(2021)

https://proceedings.neurips.cc/paper/2021/hash/27d52bcb3580724eb4cbe9f2718a9365-Abstract.html

55

Chen He, Ruiping Wang, Xilin Chen

A Tale of Two CILs: The Connections Between Class Incremental Learning and Class Imbalanced Learning, and Beyond.

CVPR Workshops 2021:3559-3569(2021)

https://openaccess.thecvf.com/content/CVPR2021W/CLVision/html/He_A_Tale_of_Two_CILs_The_Connections_Between_Class_Incremental_CVPRW_2021_paper.html

56

Sijin Wang, Ziwei Yao, Ruiping Wang, Zhongqin Wu, Xilin Chen

FAIEr: Fidelity and Adequacy Ensured Image Caption Evaluation.

CVPR 2021:14050-14059(2021)

https://openaccess.thecvf.com/content/CVPR2021/html/Wang_FAIEr_Fidelity_and_Adequacy_Ensured_Image_Caption_Evaluation_CVPR_2021_paper.html

57

Ziyi Bai, Ruiping Wang, Shiguang Shan, Xilin Chen

Local Feature Enhancement Network for Set-based Face Recognition.

FG 2021:1-8(2021)

https://doi.org/10.1109/FG52635.2021.9667020

58

Difei Gao, Ruiping Wang, Ziyi Bai, Xilin Chen

Env-QA: A Video Question Answering Benchmark for Comprehensive Understanding of Dynamic Environments.

ICCV 2021:1655-1665(2021)

https://doi.org/10.1109/ICCV48922.2021.00170

59

Jiwei Xiao, Ruiping Wang, Xilin Chen

Holistic Pose Graph: Modeling Geometric Structure among Objects in a Scene using Graph Inference for 3D Object Prediction.

ICCV 2021:12697-12706(2021)

https://doi.org/10.1109/ICCV48922.2021.01248

60

Wenbin Wang, Ruiping Wang, Xilin Chen

Topic Scene Graph Generation by Attention Distillation from Caption.

ICCV 2021:15880-15890(2021)

https://doi.org/10.1109/ICCV48922.2021.01560

61

Xiaofeng Mao, Yuefeng Chen, Shuhui Wang, Hang Su, Yuan He, Hui Xue

Composite Adversarial Attacks.

AAAI 2021:8884-8892(2021)

https://doi.org/10.1609/aaai.v35i10.17075

62

Shuhui Wang, Zengshan Li, Xi Chen, Jing Luo

The Quality Requirements of Academic Journal Editors Mass Media Publishing Under "Internet + " Technology.

CSIA (1) 2021:128-133(2021)

https://doi.org/10.1007/978-3-030-70042-3_18

63

Xiaodan Li, Jinfeng Li, Yuefeng Chen, Shaokai Ye, Yuan He, Shuhui Wang, Hang Su, Hui Xue

QAIR: Practical Query-Efficient Black-Box Attacks for Image Retrieval.

CVPR 2021:3330-3339(2021)

https://openaccess.thecvf.com/content/CVPR2021/html/Li_QAIR_Practical_Query-Efficient_Black-Box_Attacks_for_Image_Retrieval_CVPR_2021_paper.html

64

Jianfeng He, Bei Xiao, Xuchao Zhang, Shuo Lei, Shuhui Wang, Chang-Tien Lu

Reducing Noise Pixels and Metric Bias in Semantic Inpainting on Segmentation Map.

ICCVW 2021:1876-1885(2021)

https://doi.org/10.1109/ICCVW54120.2021.00214

65

Jinfu Chen, Jiaping Xu, Saihua Cai, Xiaoli Wang, Yuechao Gu, Shuhui Wang

An efficient dual ensemble software defect prediction method with neural network.

ISSRE Workshops 2021:91-98(2021)

https://doi.org/10.1109/ISSREW53611.2021.00049

66

Jinghao Zhang, Yanqiao Zhu, Qiang Liu, Shu Wu, Shuhui Wang, Liang Wang

Mining Latent Structures for Multimedia Recommendation.

ACM Multimedia 2021:3872-3880(2021)

https://doi.org/10.1145/3474085.3475259

67

Shaolei Zhang, Yang Feng, Liangyou Li

Future-Guided Incremental Transformer for Simultaneous Translation.

AAAI 2021:14428-14436(2021)

https://doi.org/10.1609/aaai.v35i16.17696

68

Zekang Li, Jinchao Zhang, Zhengcong Fei, Yang Feng, Jie Zhou

Conversations Are Not Flat: Modeling the Dynamic Information Flow across Dialogue Utterances.

ACL/IJCNLP (1) 2021:128-138(2021)

https://doi.org/10.18653/v1/2021.acl-long.11

69

Zekang Li, Jinchao Zhang, Zhengcong Fei, Yang Feng, Jie Zhou

Addressing Inquiries about History: An Efficient and Practical Framework for Evaluating Open-domain Chatbot Consistency.

ACL/IJCNLP (Findings) 2021:1057-1067(2021)

https://doi.org/10.18653/v1/2021.findings-acl.91

70

Yang Feng, Shuhao Gu, Dengji Guo, Zhengxin Yang, Chenze Shao

Guiding Teacher Forcing with Seer Forcing for Neural Machine Translation.

ACL/IJCNLP (1) 2021:2862-2872(2021)

https://doi.org/10.18653/v1/2021.acl-long.223

71

Lei Shen, Fandong Meng, Jinchao Zhang, Yang Feng, Jie Zhou

GTM: A Generative Triple-wise Model for Conversational Question Generation.

ACL/IJCNLP (1) 2021:3495-3506(2021)

https://doi.org/10.18653/v1/2021.acl-long.271

72

Wanying Xie, Yang Feng, Shuhao Gu, Dong Yu

Importance-based Neuron Allocation for Multilingual Neural Machine Translation.

ACL/IJCNLP (1) 2021:5725-5737(2021)

https://doi.org/10.18653/v1/2021.acl-long.445

73

Jicheng Li, Pengzhi Gao, Xuanfu Wu, Yang Feng, Zhongjun He, Hua Wu, Haifeng Wang

Mixup Decoding for Diverse Machine Translation.

EMNLP (Findings) 2021:312-320(2021)

https://doi.org/10.18653/v1/2021.findings-emnlp.29

74

Shaolei Zhang, Yang Feng

Modeling Concentrated Cross-Attention for Neural Machine Translation with Gaussian Mixture Model.

EMNLP (Findings) 2021:1401-1411(2021)

https://doi.org/10.18653/v1/2021.findings-emnlp.121

75

Shaolei Zhang, Yang Feng

Universal Simultaneous Machine Translation with Mixture-of-Experts Wait-k Policy.

EMNLP (1) 2021:7306-7317(2021)

https://doi.org/10.18653/v1/2021.emnlp-main.581

76

Lei Shen, Haolan Zhan, Xin Shen, Yang Feng

Learning to Select Context in a Hierarchical and Global Perspective for Open-Domain Dialogue Generation.

ICASSP 2021:7438-7442(2021)

https://doi.org/10.1109/ICASSP39728.2021.9414730

77

Jicheng Li, Yang Feng, Jiao Ou

SE-DAE: Style-Enhanced Denoising Auto-Encoder for Unsupervised Text Style Transfer.

IJCNN 2021:1-8(2021)

https://doi.org/10.1109/IJCNN52387.2021.9533731

78

Jiao Ou, Yang Feng

Better Learning and Fusing Multi-Granularity Context Representations for Relevant Response Generation.

IJCNN 2021:1-8(2021)

https://doi.org/10.1109/IJCNN52387.2021.9534030

79

Yong Shan, Yang Feng, Chenze Shao

Modeling Coverage for Non-Autoregressive Neural Machine Translation.

IJCNN 2021:1-8(2021)

https://doi.org/10.1109/IJCNN52387.2021.9533529

80

Shuhao Gu, Yang Feng, Wanying Xie

Pruning-then-Expanding Model for Domain Adaptation of Neural Machine Translation.

NAACL-HLT 2021:3942-3952(2021)

https://doi.org/10.18653/v1/2021.naacl-main.308

81

Jingtao Zhan, Jiaxin Mao, Yiqun Liu, Jiafeng Guo, Min Zhang, Shaoping Ma

Jointly Optimizing Query Encoder and Product Quantization to Improve Retrieval Performance.

CIKM 2021:2487-2496(2021)

https://doi.org/10.1145/3459637.3482358

82

Jingtao Zhan, Jiaxin Mao, Yiqun Liu, Jiafeng Guo, Min Zhang, Shaoping Ma

Optimizing Dense Retrieval Model Training with Hard Negatives.

SIGIR 2021:1503-1512(2021)

https://doi.org/10.1145/3404835.3462880

83

Luqi Gong, Chao Li, Hailong Hong, Hui Zhu, Tangwen Qian, Yongjun Xu

Towards Compressing Efficient Generative Adversarial Networks for Image Translation via Pruning and Distilling.

ICANN (2) 2021:637-647(2021)

https://doi.org/10.1007/978-3-030-86340-1_51

84

Jianmin Liu, Qi Wang, Yongjun Xu, Cunzhuang Liu

A Novel Distributed Method For Time-Critical Task Allocation Problems In Multi-UAV System.

ICC 2021:1-6(2021)

https://doi.org/10.1109/ICC42927.2021.9500515

85

Yangchun Yan, Rongzuo Guo, Chao Li, Kang Yang, Yongjun Xu

Channel Pruning via Multi-Criteria based on Weight Dependency.

IJCNN 2021:1-8(2021)

https://doi.org/10.1109/IJCNN52387.2021.9534068

86

Qi Wang, Jianmin Liu, Katia Jaffrès-Runser, Yongqing Wang, Chentao He, Cunzhuang Liu, Yongjun Xu

INCdeep: Intelligent Network Coding with Deep Reinforcement Learning.

INFOCOM 2021:1-10(2021)

https://doi.org/10.1109/INFOCOM42981.2021.9488770

87

Qi Wang, Jianmin Liu, Cunzhuang Liu, Jianhui Huang, Chentao He, Yongjun Xu

MPRdeep: Multi-Objective Joint Optimal Node Positioning and Resource Allocation for FANETs with Deep Reinforcement learning.

LCN 2021:315-318(2021)

https://doi.org/10.1109/LCN52139.2021.9524972

88

Qianqian Xu, Zhiyong Yang, Zuyao Chen, Yangbangyan Jiang, Xiaochun Cao, Yuan Yao, Qingming Huang

Deep Partial Rank Aggregation for Personalized Attributes.

AAAI 2021:678-688(2021)

https://doi.org/10.1609/aaai.v35i1.16148

89

Yangbangyan Jiang, Qianqian Xu, Ke Ma, Zhiyong Yang, Xiaochun Cao, Qingming Huang

What to Select: Pursuing Consistent Motion Segmentation from Multiple Geometric Models.

AAAI 2021:1708-1716(2021)

https://doi.org/10.1609/aaai.v35i2.16264

90

Zongsheng Cao, Qianqian Xu, Zhiyong Yang, Xiaochun Cao, Qingming Huang

Dual Quaternion Knowledge Graph Embeddings.

AAAI 2021:6894-6902(2021)

https://doi.org/10.1609/aaai.v35i8.16850

91

Fang Wan, Tianning Yuan, Mengying Fu, Xiangyang Ji, Qingming Huang, Qixiang Ye

Nearest Neighbor Classifier Embedded Network for Active Learning.

AAAI 2021:10041-10048(2021)

https://doi.org/10.1609/aaai.v35i11.17205

92

Shaofei Cai, Liang Li, Jincan Deng, Beichen Zhang, Zheng-Jun Zha, Li Su, Qingming Huang

Rethinking Graph Neural Architecture Search From Message-Passing.

CVPR 2021:6657-6666(2021)

https://openaccess.thecvf.com/content/CVPR2021/html/Cai_Rethinking_Graph_Neural_Architecture_Search_From_Message-Passing_CVPR_2021_paper.html

93

Peisong Wen, Qianqian Xu, Yangbangyan Jiang, Zhiyong Yang, Yuan He, Qingming Huang

Seeking the Shape of Sound: An Adaptive Framework for Learning Voice-Face Association.

CVPR 2021:16347-16356(2021)

https://openaccess.thecvf.com/content/CVPR2021/html/Wen_Seeking_the_Shape_of_Sound_An_Adaptive_Framework_for_Learning_CVPR_2021_paper.html

94

Qingming Huang, Oyama Katsunori, Xiaokang Wang

Message from the DIKW 2021 Program Chairs.

HPCC/DSS/SmartCity/DependSys 2021:x(2021)

https://doi.org/10.1109/HPCC-DSS-SmartCity-DependSys53884.2021.00026

95

Xinzhe Han, Shuhui Wang, Chi Su, Qingming Huang, Qi Tian

Greedy Gradient Ensemble for Robust Visual Question Answering.

ICCV 2021:1564-1573(2021)

https://doi.org/10.1109/ICCV48922.2021.00161

96

Xinyan Liu, Guorong Li, Zhenjun Han, Weigang Zhang, Yifan Yang, Qingming Huang, Nicu Sebe

Exploiting sample correlation for crowd counting with multi-expert network.

ICCV 2021:3195-3204(2021)

https://doi.org/10.1109/ICCV48922.2021.00320

97

Xuan Jiang, Zhe Wu, Yajie Zhang, Li Su, Qingming Huang

Two-Stage Polishing Network for Camouflaged Object Detection.

ICIG (1) 2021:370-380(2021)

https://doi.org/10.1007/978-3-030-87355-4_31

98

Weigang Zhang, Yushu Liu, Jianping Zhong, Guorong Li, Qingming Huang

DBAM: Dense Boundary and Actionness Map for Action Localization in Videos via Sentence Query.

ICIG (3) 2021:799-810(2021)

https://doi.org/10.1007/978-3-030-87361-5_65

99

Yushu Liu, Weigang Zhang, Guorong Li, Qingming Huang

Action Category and Phase Consistency Regularization for High-Quality Temporal Action Proposal Generation.

ICME 2021:1-6(2021)

https://doi.org/10.1109/ICME51207.2021.9428333

100

Zhiyong Yang, Qianqian Xu, Shilong Bao, Yuan He, Xiaochun Cao, Qingming Huang

When All We Need is a Piece of the Pie: A Generic Framework for Optimizing Two-way Partial AUC.

ICML 2021:11820-11829(2021)

http://proceedings.mlr.press/v139/yang21k.html

101

Yushu Liu, Weigang Zhang, Guorong Li, Li Su, Qingming Huang

One-Shot Example Videos Localization Network for Weakly-Supervised Temporal Action Localization.

MIPR 2021:125-130(2021)

https://doi.org/10.1109/MIPR51284.2021.00026

102

Jingru Gan, Jinchang Luo, Haiwei Wang, Shuhui Wang, Wei He, Qingming Huang

Multimodal Entity Linking: A New Dataset and A Baseline.

ACM Multimedia 2021:993-1001(2021)

https://doi.org/10.1145/3474085.3475400

103

Xu Yan, Zhengcong Fei, Zekang Li, Shuhui Wang, Qingming Huang, Qi Tian

Semi-Autoregressive Image Captioning.

ACM Multimedia 2021:2708-2716(2021)

https://doi.org/10.1145/3474085.3475179

104

Zitai Wang, Qianqian Xu, Zhiyong Yang, Xiaochun Cao, Qingming Huang

Implicit Feedbacks are Not Always Favorable: Iterative Relabeled One-Class Collaborative Filtering against Noisy Interactions.

ACM Multimedia 2021:3070-3078(2021)

https://doi.org/10.1145/3474085.3475446

105

Qianxiu Hao, Qianqian Xu, Zhiyong Yang, Qingming Huang

Learning Unified Embeddings for Recommendation via Meta-path Semantics.

ACM Multimedia 2021:3909-3917(2021)

https://doi.org/10.1145/3474085.3475407

106

Weidong Chen, Guorong Li, Xinfeng Zhang, Hongyang Yu, Shuhui Wang, Qingming Huang

Cascade Cross-modal Attention Network for Video Actor and Action Segmentation from a Sentence.

ACM Multimedia 2021:4053-4062(2021)

https://doi.org/10.1145/3474085.3475534

107

Qianxiu Hao, Qianqian Xu, Zhiyong Yang, Qingming Huang

Pareto Optimality for Fairness-constrained Collaborative Filtering.

ACM Multimedia 2021:5619-5627(2021)

https://doi.org/10.1145/3474085.3475706

108

Peisong Wen, Qianqian Xu, Zhiyong Yang, Yuan He, Qingming Huang

When False Positive is Intolerant: End-to-End Optimization with Low FPR for Multipartite Ranking.

NeurIPS 2021:5025-5037(2021)

https://proceedings.neurips.cc/paper/2021/hash/28267ab848bcf807b2ed53c3a8f8fc8a-Abstract.html

109

Ruibing Hou, Hong Chang, Bingpeng Ma, Rui Huang, Shiguang Shan

BiCnet-TKS: Learning Efficient Spatial-Temporal Representation for Video Person Re-Identification.

CVPR 2021:2014-2023(2021)

https://openaccess.thecvf.com/content/CVPR2021/html/Hou_BiCnet-TKS_Learning_Efficient_Spatial-Temporal_Representation_for_Video_Person_Re-Identification_CVPR_2021_paper.html

110

Linmao Zhou, Hong Chang, Nan Kang, Xiangjun Zhao, Bingpeng Ma

Enhancing Latent Features for Unsupervised Video Anomaly Detection.

PRCV (2) 2021:299-310(2021)

https://doi.org/10.1007/978-3-030-88007-1_25

111

Xiaocao Wang, Chunjing Han, Jingyuan Hu, Xiaodan Zhang, Honglei Lv, Shaoqin Huang

Sentiment Evolution in Social Network Based on Joint Pre-training Model.

CSCWD 2021:1093-1098(2021)

https://doi.org/10.1109/CSCWD49262.2021.9437878

112

Yan Zhou, Fuqing Zhu, Pu Song, Jizhong Han, Tao Guo, Songlin Hu

An Adaptive Hybrid Framework for Cross-domain Aspect-based Sentiment Analysis.

AAAI 2021:14630-14637(2021)

https://doi.org/10.1609/aaai.v35i16.17719

113

Jinzhu Yang, Ding Wang, Wei Zhou, Wanhui Qian, Xin Wang, Jizhong Han, Songlin Hu

Entity and Relation Matching Consensus for Entity Alignment.

CIKM 2021:2331-2341(2021)

https://doi.org/10.1145/3459637.3482338

114

Tianrui Hui, Shaofei Huang, Si Liu, Zihan Ding, Guanbin Li, Wenguan Wang, Jizhong Han, Fei Wang

Collaborative Spatial-Temporal Modeling for Language-Queried Video Actor Segmentation.

CVPR 2021:4187-4196(2021)

https://openaccess.thecvf.com/content/CVPR2021/html/Hui_Collaborative_Spatial-Temporal_Modeling_for_Language-Queried_Video_Actor_Segmentation_CVPR_2021_paper.html

115

Wenjie Xiao, Xuehai Tang, Biyu Zhou, Wang Wang, Yangchen Dong, Liangjun Zang, Jizhong Han, Songlin Hu

Fed-Tra: Improving Accuracy of Deep Learning Model on Non-iid in Federated Learning.

ICA3PP (1) 2021:790-803(2021)

https://doi.org/10.1007/978-3-030-95384-3_49

116

Jinzhu Yang, Wei Zhou, Wanhui Qian, Jizhong Han, Songlin Hu

Topic Sequence Embedding for User Identity Linkage from Heterogeneous Behavior Data.

ICASSP 2021:2590-2594(2021)

https://doi.org/10.1109/ICASSP39728.2021.9415111

117

Wanhui Qian, Fuqing Zhu, Jinzhu Yang, Jizhong Han, Songlin Hu

Aligning the training and evaluation of unsupervised text style Transfer.

ICASSP 2021:7568-7572(2021)

https://doi.org/10.1109/ICASSP39728.2021.9414515

118

Mengtian Gu, Biyu Zhou, Fengyang Du, Xuehai Tang, Wang Wang, Liangjun Zang, Jizhong Han, Songlin Hu

Grasp the Key: Towards Fast and Accurate Host-Based Intrusion Detection in Data Centers.

ICCS (2) 2021:181-194(2021)

https://doi.org/10.1007/978-3-030-77964-1_15

119

Jin Liu, Peng Chen, Tao Liang, Zhaoxing Li, Cai Yu, Shuqiao Zou, Jiao Dai, Jizhong Han

Li-Net: Large-Pose Identity-Preserving Face Reenactment Network.

ICME 2021:1-6(2021)

https://doi.org/10.1109/ICME51207.2021.9428233

120

Peng Chen, Jin Liu, Tao Liang, Cai Yu, Shuqiao Zou, Jiao Dai, Jizhong Han

DLFMNet: End-to-End Detection and Localization of Face Manipulation Using Multi-Domain Features.

ICME 2021:1-6(2021)

https://doi.org/10.1109/ICME51207.2021.9428450

121

Quanliang Jing, Di Yao, Chang Gong, Xinxin Fan, Baoli Wang, Haining Tan, Jingping Bi

TrajCross: Trajecotry Cross-Modal Retrieval with Contrastive Learning.

IEEE BigData 2021:344-349(2021)

https://doi.org/10.1109/BigData52589.2021.9671305

122

Quanliang Jing, Di Yao, Xinxin Fan, Baoli Wang, Haining Tan, Xiangpeng Bu, Jingping Bi

TRANSFAKE: Multi-task Transformer for Multimodal Enhanced Fake News Detection.

IJCNN 2021:1-8(2021)

https://doi.org/10.1109/IJCNN52387.2021.9533433

123

Peng Han, Jin Wang, Di Yao, Shuo Shang, Xiangliang Zhang

A Graph-based Approach for Trajectory Similarity Computation in Spatial Networks.

KDD 2021:556-564(2021)

https://doi.org/10.1145/3447548.3467337

124

Haining Tan, Di Yao, Tao Huang, Baoli Wang, Quanliang Jing, Jingping Bi

Meta-Learning Enhanced Neural ODE for Citywide Next POI Recommendation.

MDM 2021:89-98(2021)

https://doi.org/10.1109/MDM52706.2021.00023

125

Haining Tan, Di Yao, Jingping Bi

Deep Transfer Learning for Successive POI Recommendation.

SpatialDI 2021:134-140(2021)

https://doi.org/10.1007/978-3-030-85462-1_12

126

Xu Xie, Zhaoyang Liu, Shiwen Wu, Fei Sun, Cihang Liu, Jiawei Chen, Jinyang Gao, Bin Cui, Bolin Ding

CausCF: Causal Collaborative Filtering for Recommendation Effect Estimation.

CIKM 2021:4253-4263(2021)

https://doi.org/10.1145/3459637.3481901

127

Yuexiang Xie, Fei Sun, Yang Deng, Yaliang Li, Bolin Ding

Factual Consistency Evaluation for Text Summarization via Counterfactual Estimation.

EMNLP (Findings) 2021:100-110(2021)

https://doi.org/10.18653/v1/2021.findings-emnlp.10

128

Xu Xie, Fei Sun, Xiaoyong Yang, Zhao Yang, Jinyang Gao, Wenwu Ou, Bin Cui

Explore User Neighborhood for Real-time E-commerce Recommendation.

ICDE 2021:2464-2475(2021)

https://doi.org/10.1109/ICDE51399.2021.00279

129

Yang Deng, Yaliang Li, Fei Sun, Bolin Ding, Wai Lam

Unified Conversational Recommendation Policy Learning via Graph-based Reinforcement Learning.

SIGIR 2021:1431-1441(2021)

https://doi.org/10.1145/3404835.3462913

130

Yingqiang Ge, Shuchang Liu, Ruoyuan Gao, Yikun Xian, Yunqi Li, Xiangyu Zhao, Changhua Pei, Fei Sun, Junfeng Ge, Wenwu Ou, Yongfeng Zhang

Towards Long-term Fairness in Recommendation.

WSDM 2021:445-453(2021)

https://doi.org/10.1145/3437963.3441824

131

Shuchang Liu, Fei Sun, Yingqiang Ge, Changhua Pei, Yongfeng Zhang

Variation Control and Evaluation for Generative Slate Recommendations.

WWW 2021:436-448(2021)

https://doi.org/10.1145/3442381.3449864

132

Yunbin Tu, Tingting Yao, Liang Li, Jiedong Lou, Shengxiang Gao, Zhengtao Yu, Chenggang Yan

Semantic Relation-aware Difference Representation Learning for Change Captioning.

ACL/IJCNLP (Findings) 2021:63-73(2021)

https://doi.org/10.18653/v1/2021.findings-acl.6

133

Shaofei Cai, Liang Li, Jincan Deng, Beichen Zhang, Zheng-Jun Zha, Li Su, Qingming Huang

Rethinking Graph Neural Architecture Search From Message-Passing.

CVPR 2021:6657-6666(2021)

https://openaccess.thecvf.com/content/CVPR2021/html/Cai_Rethinking_Graph_Neural_Architecture_Search_From_Message-Passing_CVPR_2021_paper.html

134

Hao Wang, Zheng-Jun Zha, Liang Li, Dong Liu, Jiebo Luo

Structured Multi-Level Interaction Network for Video Moment Localization via Language Query.

CVPR 2021:7026-7035(2021)

https://openaccess.thecvf.com/content/CVPR2021/html/Wang_Structured_Multi-Level_Interaction_Network_for_Video_Moment_Localization_via_Language_CVPR_2021_paper.html

135

Yunbin Tu, Liang Li, Chenggang Yan, Shengxiang Gao, Zhengtao Yu

R\^3Net: Relation-embedded Representation Reconstruction Network for Change Captioning.

EMNLP (1) 2021:9319-9329(2021)

https://doi.org/10.18653/v1/2021.emnlp-main.735

136

Jiehua Zhang, Liang Li, Chenggang Yan, Yaoqi Sun, Tao Shen, Jiyong Zhang, Zhan Wang

Heuristic Depth Estimation with Progressive Depth Reconstruction and Confidence-Aware Loss.

ACM Multimedia 2021:2252-2261(2021)

https://doi.org/10.1145/3474085.3475386

137

Kunyan Li, Jie Zhang, Shiguang Shan

Learning Shape-Appearance Based Attributes Representation for Facial Attribute Recognition with Limited Labeled Data.

FG 2021:1-8(2021)

https://doi.org/10.1109/FG52635.2021.9667063

138

Liang Shi, Jie Zhang, Chenyue Liang, Shiguang Shan

Unknown Aware Feature Learning for Face Forgery Detection.

FG 2021:1-5(2021)

https://doi.org/10.1109/FG52635.2021.9666951

139

Fadi Boutros, Naser Damer, Jan Niklas Kolf, Kiran B. Raja, Florian Kirchbuchner, Raghavendra Ramachandra, Arjan Kuijper, Pengcheng Fang, Chao Zhang, Fei Wang, David Montero, Naiara Aginako, Basilio Sierra, Marcos Nieto, Mustafa Ekrem Erakin, Ugur Demir, Hazim Kemal Ekenel, Asaki Kataoka, Kohei Ichikawa, Shizuma Kubo, Jie Zhang, Mingjie He, Dan Han, Shiguang Shan, Klemen Grm, Vitomir Struc, Sachith Seneviratne, Nuran Kasthuriarachchi, Sanka Rasnayaka, Pedro C. Neto, Ana Filipa Sequeira, João Ribeiro Pinto, Mohsen Saffari, Jaime S. Cardoso

MFR 2021: Masked Face Recognition Competition.

IJCB 2021:1-10(2021)

https://doi.org/10.1109/IJCB52358.2021.9484337

140

Zheng Yuan, Jie Zhang, Yunpei Jia, Chuanqi Tan, Tao Xue, Shiguang Shan

Meta Gradient Adversarial Attack.

ICCV 2021:7728-7737(2021)

https://doi.org/10.1109/ICCV48922.2021.00765

141

Yuyang Sha, Jie Zhang, Xiao Liu, Zhongqin Wu, Shiguang Shan

Efficient Face Alignment Network For Masked Face.

ICME Workshops 2021:1-6(2021)

https://doi.org/10.1109/ICMEW53276.2021.9456012

142

Rongyu Cao, Ping Luo

Extracting Zero-shot Structured Information from Form-like Documents: Pretraining with Keys and Triggers.

AAAI 2021:12612-12620(2021)

https://doi.org/10.1609/aaai.v35i14.17494

143

Rongyu Cao, Hongwei Li, Ganbin Zhou, Ping Luo

Towards Document Panoptic Segmentation with Pinpoint Accuracy: Method and Evaluation.

ICDAR (2) 2021:3-18(2021)

https://doi.org/10.1007/978-3-030-86331-9_1

144

Qingping Yang, Yingpeng Hu, Rongyu Cao, Hongwei Li, Ping Luo

Zero-shot Key Information Extraction from Mixed-Style Tables: Pre-training on Wikipedia.

ICDM 2021:1451-1456(2021)

https://doi.org/10.1109/ICDM51629.2021.00187

145

Chunpu Xu, Min Yang, Chengming Li, Ying Shen, Xiang Ao, Ruifeng Xu

Imagine, Reason and Write: Visual Storytelling with Graph Knowledge and Relational Reasoning.

AAAI 2021:3022-3029(2021)

https://doi.org/10.1609/aaai.v35i4.16410

146

Lei Chen, Fajie Yuan, Jiaxi Yang, Xiang Ao, Chengming Li, Min Yang

A User-Adaptive Layer Selection Framework for Very Deep Sequential Recommender Models.

AAAI 2021:3984-3991(2021)

https://doi.org/10.1609/aaai.v35i5.16518

147

Xiang Ao, Xiting Wang, Ling Luo, Ying Qiao, Qing He, Xing Xie

PENS: A Dataset and Generic Framework for Personalized News Headline Generation.

ACL/IJCNLP (1) 2021:82-92(2021)

https://doi.org/10.18653/v1/2021.acl-long.7

148

Zijun Sun, Xiaoya Li, Xiaofei Sun, Yuxian Meng, Xiang Ao, Qing He, Fei Wu, Jiwei Li

ChineseBERT: Chinese Pretraining Enhanced by Glyph and Pinyin Information.

ACL/IJCNLP (1) 2021:2065-2075(2021)

https://doi.org/10.18653/v1/2021.acl-long.161

149

Guoxin Yu, Xiang Ao, Ling Luo, Min Yang, Xiaofei Sun, Jiwei Li, Qing He

Making Flexible Use of Subtasks: A Multiplex Interaction Network for Unified Aspect-based Sentiment Analysis.

ACL/IJCNLP (Findings) 2021:2695-2705(2021)

https://doi.org/10.18653/v1/2021.findings-acl.238

150

Chi Xu, Hao Feng, Guoxin Yu, Min Yang, Xiting Wang, Yan Song, Xiang Ao

Discovering Protagonist of Sentiment with Aspect Reconstructed Capsule Network.

DASFAA (2) 2021:120-135(2021)

https://doi.org/10.1007/978-3-030-73197-7_8

151

Guoxin Yu, Jiwei Li, Ling Luo, Yuxian Meng, Xiang Ao, Qing He

Self Question-answering: Aspect-based Sentiment Analysis by Role Flipped Machine Reading Comprehension.

EMNLP (Findings) 2021:1331-1342(2021)

https://doi.org/10.18653/v1/2021.findings-emnlp.115

152

Yuxian Meng, Xiang Ao, Qing He, Xiaofei Sun, Qinghong Han, Fei Wu, Chun Fan, Jiwei Li

ConRPG: Paraphrase Generation using Contexts as Regularizer.

EMNLP (1) 2021:2551-2562(2021)

https://doi.org/10.18653/v1/2021.emnlp-main.199

153

Chun Fan, Jiwei Li, Tianwei Zhang, Xiang Ao, Fei Wu, Yuxian Meng, Xiaofei Sun

Layer-wise Model Pruning based on Mutual Information.

EMNLP (1) 2021:3079-3090(2021)

https://doi.org/10.18653/v1/2021.emnlp-main.246

154

Wangli Lin, Li Sun, Qiwei Zhong, Can Liu, Jinghua Feng, Xiang Ao, Hao Yang

Online Credit Payment Fraud Detection via Structure-Aware Hierarchical Recurrent Neural Network.

IJCAI 2021:3670-3676(2021)

https://doi.org/10.24963/ijcai.2021/505

155

Can Liu, Li Sun, Xiang Ao, Jinghua Feng, Qing He, Hao Yang

Intention-aware Heterogeneous Graph Attention Networks for Fraud Transactions Detection.

KDD 2021:3280-3288(2021)

https://doi.org/10.1145/3447548.3467142

156

Binzong Geng, Min Yang, Fajie Yuan, Shupeng Wang, Xiang Ao, Ruifeng Xu

Iterative Network Pruning with Uncertainty Regularization for Lifelong Sentiment Classification.

SIGIR 2021:1229-1238(2021)

https://doi.org/10.1145/3404835.3462902

157

Haoming Li, Feiyang Pan, Xiang Ao, Zhao Yang, Min Lu, Junwei Pan, Dapeng Liu, Lei Xiao, Qing He

Follow the Prophet: Accurate Online Conversion Rate Prediction in the Face of Delayed Feedback.

SIGIR 2021:1915-1919(2021)

https://doi.org/10.1145/3404835.3463045

158

Ting Liang, Guanxiong Zeng, Qiwei Zhong, Jianfeng Chi, Jinghua Feng, Xiang Ao, Jiayu Tang

Credit Risk and Limits Forecasting in E-Commerce Consumer Lending Service via Multi-view-aware Mixture-of-experts Nets.

WSDM 2021:229-237(2021)

https://doi.org/10.1145/3437963.3441743

159

Feiyang Pan, Haoming Li, Xiang Ao, Wei Wang, Yanrong Kang, Ao Tan, Qing He

GuideBoot: Guided Bootstrap for Deep Contextual Banditsin Online Advertising.

WWW 2021:2314-2323(2021)

https://doi.org/10.1145/3442381.3449987

160

Yang Liu, Xiang Ao, Zidi Qin, Jianfeng Chi, Jinghua Feng, Hao Yang, Qing He

Pick and Choose: A GNN-based Imbalanced Learning Approach for Fraud Detection.

WWW 2021:3168-3177(2021)

https://doi.org/10.1145/3442381.3449989

161

Yixuan Cao, Feng Hong, Hongwei Li, Ping Luo

A Bottom-Up DAG Structure Extraction Model for Math Word Problems.

AAAI 2021:39-46(2021)

https://doi.org/10.1609/aaai.v35i1.16075

162

Zhengqi Xu, Yixuan Cao, Rongyu Cao, Guoxiang Li, Xuanqiang Liu, Yan Pang, Yangbin Wang, Jianfei Zhang, Allie Cheung, Matthew Tam, Lukas Petrikas, Ping Luo

Jura: Towards Automatic Compliance Assessment for Annual Reports of Listed Companies.

CIKM 2021:4264-4272(2021)

https://doi.org/10.1145/3459637.3481929

163

Qingping Yang, Yixuan Cao, Hongwei Li, Ping Luo

Numerical Formula Recognition from Tables.

KDD 2021:1986-1996(2021)

https://doi.org/10.1145/3447548.3467425

164

Jin Zhang, Mingyang Zhao, Xin Jiang, Dong-Ming Yan

Robust Multi-view Registration of Point Sets with Laplacian Mixture Model.

ACPR (2) 2021:547-561(2021)

https://doi.org/10.1007/978-3-031-02444-3_41

165

Xin Zhang, Yipeng Hao, Jin Zhang, Shihong Zou, Songyun Xie, Lei Du

Improved Multi-task SCCA for Brain Imaging Genetics via Joint Consideration of the Diagnosis, Parameter Decomposition and Network Constraints.

BIBM 2021:1159-1164(2021)

https://doi.org/10.1109/BIBM52615.2021.9669899

166

Shuai Kang, Jiancheng Yu, Jin Zhang, Feng Hu

Research on the Trajectory Prediction of a Twin Screw AUV Based on an Accurate Dynamic Model.

CACRE 2021:567-572(2021)

https://doi.org/10.1109/CACRE52464.2021.9501357

167

Yanbo Zhang, Jin Zhang, Shubin Liu, Zhangming Zhu, Yan Zhu, Chi-Hang Chan, Rui Paulo Martins

A 79.1dB-SNDR 20MHz-BW 2nd-Order SAR-Assisted Noise-Shaping Pipeline ADC with Gain and Offset Background Calibrations Based on Convergence Enhanced Split-Over-Time Architecture.

CICC 2021:1-2(2021)

https://doi.org/10.1109/CICC51472.2021.9431444

168

Jiren Xu, Hongbing Fang, Jin Zhang, Dongsheng Wu, Xiaolan Zhao

Design and Implementation of Automatic Timing System for Middle and Long Distance Race.

CONF-CDS 2021:84:1-84:4(2021)

https://doi.org/10.1145/3448734.3450814

169

Jiren Xu, Weilu Wu, Jin Zhang, Dongsheng Wu, Xiaolan Zhao

Application of Remote Control and Video Technology Based on Internet in Jamming Station.

CONF-CDS 2021:85:1-85:4(2021)

https://doi.org/10.1145/3448734.3450815

170

Ji Wu, Ming Zhou, Min Xu, Jin Zhang, Yang Guo, Yongmei Zhang, Chengping Zhang

Research and Design of a Digital Twin-Based Enterprise Architecture Digital Control Platform for Provincial Electrical Power Company.

CRC 2021:186-191(2021)

https://doi.org/10.1109/CRC52766.2021.9620120

171

Jiapeng Zhang, Cunbo Zhuang, Jianhua Liu, Kun Yuan, Jin Zhang, Juan Liu

Digital Twin-Based Three-Dimensional Visual and Global Monitoring of Assembly Shop-Floor.

CSAE 2021:72:1-72:7(2021)

https://doi.org/10.1145/3487075.3487147

172

Benjamin Omwando, Jin Zhang

Analysis of Malaria Information on a Social Media Platform.

HCI (35) 2021:298-316(2021)

https://doi.org/10.1007/978-3-030-77025-9_25

173

Ji Wu, Ming Zhou, Min Xu, Jin Zhang, Yue Wu, Weiwei Zha, Chengping Zhang

Design and Research of IoT Management Architecture for Power Grid Enterprises Based on Digital Transformation: Application of IoT in Power Grid Enterprises According to Enterprise Architecture Method.

ICISE 2021:84-88(2021)

https://doi.org/10.1145/3503928.3503944

174

Jin Zhang, Chennan Zhang, Xiangyu Liu, Yuncheng Wang, Wenrui Diao, Shanqing Guo

ShadowDroid: Practical Black-box Attack against ML-based Android Malware Detection.

ICPADS 2021:629-636(2021)

https://doi.org/10.1109/ICPADS53394.2021.00084

175

Usman Sajid, Michael Chow, Jin Zhang, Taejoon Kim, Guanghui Wang

Parallel Scale-wise Attention Network for Effective Scene Text Recognition.

IJCNN 2021:1-8(2021)

https://doi.org/10.1109/IJCNN52387.2021.9534223

176

Jin Zhang, Shitong Wang

Lifting up Imbalanced Data Classification to SVM Based Ensemble Level on Oversampling Feature Spaces.

ISKE 2021:292-303(2021)

https://doi.org/10.1109/ISKE54062.2021.9755318

177

Qian Wu, Jie Sheng, Cheng Wu, Jin Zhang, Yiming Wang

Research on UAV Networking Technology for High-speed Railway Emergency Communication.

IWCMC 2021:1557-1562(2021)

https://doi.org/10.1109/IWCMC51323.2021.9498665

178

Qi Liu, Jin Zhang, Defu Lian, Yong Ge, Jianhui Ma, Enhong Chen

Online Additive Quantization.

KDD 2021:1098-1108(2021)

https://doi.org/10.1145/3447548.3467441

179

Tong Shen, Jiawei Zuo, Fan Shi, Jin Zhang, Liqin Jiang, Meng Chen, Zhengchen Zhang, Wei Zhang, Xiaodong He, Tao Mei

ViDA-MAN: Visual Dialog with Digital Humans.

ACM Multimedia 2021:2789-2791(2021)

https://doi.org/10.1145/3474085.3478560

180

Weijie Huang, Menghua Zhang, Fuqiang Sun, Jin Zhang, Changhui Ma, Zaixing Zhu

Saturated PD with sliding mode control method for 4-DOF tower crane systems.

RCAR 2021:96-100(2021)

https://doi.org/10.1109/RCAR52367.2021.9517576

181

Alexander Michael Staff, Jin Zhang, Jingyue Li, Jing Xie, Elizabeth Ann Traiger, Jon Arne Glomsrud, Kristian Bertheussen Karolius

An Empirical Study on Cross-Data Transferability of Adversarial Attacks on Object Detectors.

AI-Cybersec@SGAI 2021:38-52(2021)

https://ceur-ws.org/Vol-3125/paper4.pdf

182

Jin Zhang, Fan Liang, Wei Yu, David W. Griffith, Wenqi Guo, Avi M. Gopstein

Towards An Adaptive Time-Triggered Protocol in Wireless Networks.

SmartWorld/SCALCOM/UIC/ATC/IOP/SCI 2021:614-621(2021)

https://doi.org/10.1109/SWC50871.2021.00091

183

Jin Zhang, Hong Gao, Dan Yin, Kaiqi Zhang

Layer Based Fast Data Collection in Battery-Free Wireless Sensor Networks.

WASA (1) 2021:3-15(2021)

https://doi.org/10.1007/978-3-030-85928-2_1

184

Chen Wu, Ruqing Zhang, Jiafeng Guo, Yixing Fan, Yanyan Lan, Xueqi Cheng

Learning to Truncate Ranked Lists for Information Retrieval.

AAAI 2021:4453-4461(2021)

https://doi.org/10.1609/aaai.v35i5.16572

185

Jiangui Chen, Ruqing Zhang, Jiafeng Guo, Yixing Fan, Xueqi Cheng

FedMatch: Federated Learning Over Heterogeneous Question Answering Data.

CIKM 2021:181-190(2021)

https://doi.org/10.1145/3459637.3482345

186

Yinqiong Cai, Yixing Fan, Jiafeng Guo, Ruqing Zhang, Yanyan Lan, Xueqi Cheng

A Discriminative Semantic Ranker for Question Retrieval.

ICTIR 2021:251-260(2021)

https://doi.org/10.1145/3471158.3472227

187

Xinyu Ma, Jiafeng Guo, Ruqing Zhang, Yixing Fan, Yingyan Li, Xueqi Cheng

B-PROP: Bootstrapped Pre-training with Representative Words Prediction for Ad-hoc Retrieval.

SIGIR 2021:1318-1327(2021)

https://doi.org/10.1145/3404835.3462869

188

Xinyu Ma, Jiafeng Guo, Ruqing Zhang, Yixing Fan, Xiang Ji, Xueqi Cheng

PROP: Pre-training with Representative Words Prediction for Ad-hoc Retrieval.

WSDM 2021:283-291(2021)

https://doi.org/10.1145/3437963.3441777

189

Lixin Su, Ruqing Zhang, Jiafeng Guo, Yixing Fan, Jiangui Chen, Yanyan Lan, Xueqi Cheng

Beyond Relevance: Trustworthy Answer Selection via Consensus Verification.

WSDM 2021:562-570(2021)

https://doi.org/10.1145/3437963.3441781

190

Yixing Fan, Jiafeng Guo, Xinyu Ma, Ruqing Zhang, Yanyan Lan, Xueqi Cheng

A Linguistic Study on Relevance Modeling in Information Retrieval.

WWW 2021:1053-1064(2021)

https://doi.org/10.1145/3442381.3450009

191

Hanlin Cao, Haina Tang, Yulei Wu, Fei Wang, Yongjun Xu

On Accurate Computation of Trajectory Similarity via Single Image Super-Resolution.

IJCNN 2021:1-9(2021)

https://doi.org/10.1109/IJCNN52387.2021.9533802

192

Quanliang Jing, Di Yao, Chang Gong, Xinxin Fan, Baoli Wang, Haining Tan, Jingping Bi

TrajCross: Trajecotry Cross-Modal Retrieval with Contrastive Learning.

IEEE BigData 2021:344-349(2021)

https://doi.org/10.1109/BigData52589.2021.9671305

193

Xiaokai Chu, Xinxin Fan, Zhihua Zhu, Jingping Bi

Variational Cross-Network Embedding for Anonymized User Identity Linkage.

CIKM 2021:2955-2959(2021)

https://doi.org/10.1145/3459637.3482214

194

Lei Xu, Xinxin Fan, Lucas Hall, Qi Chai

New Gold Mine: Harvesting IoT Data Through DeFi in a Secure Manner.

ICBC 2021:43-58(2021)

https://doi.org/10.1007/978-3-030-96527-3_4

195

Wei Yang, Xinxin Fan, Yiqun Chen, Feimo Li, Hongxing Chang

An Effective Implicit Multi-interest Interaction Network for Recommendation.

ICONIP (4) 2021:680-691(2021)

https://doi.org/10.1007/978-3-030-92273-3_56

196

Quanliang Jing, Di Yao, Xinxin Fan, Baoli Wang, Haining Tan, Xiangpeng Bu, Jingping Bi

TRANSFAKE: Multi-task Transformer for Multimodal Enhanced Fake News Detection.

IJCNN 2021:1-8(2021)

https://doi.org/10.1109/IJCNN52387.2021.9533433

197

Baoli Wang, Xinxin Fan, Quanliang Jing, Haining Tan, Jingping Bi

AdvCGAN: An Elastic and Covert Adversarial Examples Generating Framework.

IJCNN 2021:1-8(2021)

https://doi.org/10.1109/IJCNN52387.2021.9533901

198

Xiaohong Cai, Shubin Lou, Mingrui Shuai, Zhulin An

Feature Learning by Attention and Ensemble with 3D U-Net to Glioma Tumor Segmentation.

BrainLes@MICCAI (2) 2021:68-79(2021)

https://doi.org/10.1007/978-3-031-09002-8_6

199

Chuanguang Yang, Zhulin An, Yongjun Xu

Multi-View Contrastive Learning for Online Knowledge Distillation.

ICASSP 2021:3750-3754(2021)

https://doi.org/10.1109/ICASSP39728.2021.9414664

200

Chuanguang Yang, Zhulin An, Linhang Cai, Yongjun Xu

Hierarchical Self-supervised Augmented Knowledge Distillation.

IJCAI 2021:1217-1223(2021)

https://doi.org/10.24963/ijcai.2021/168

201

Linhang Cai, Zhulin An, Chuanguang Yang, Yongjun Xu

Soft and Hard Filter Pruning via Dimension Reduction.

IJCNN 2021:1-8(2021)

https://doi.org/10.1109/IJCNN52387.2021.9534116

202

Boshen Shi, Yongqing Wang, Huawei Shen, Xueqi Cheng

Aligning Networks by Maximizing Topological Consistency Between Neighborhoods.

Big Data (CCF) 2021:216-232(2021)

https://doi.org/10.1007/978-981-16-9709-8_15

203

Hao Gao, Yongqing Wang, Jiangli Shao, Huawei Shen, Xueqi Cheng

UGCLink: User Identity Linkage by Modeling User Generated Contents with Knowledge Distillation.

IEEE BigData 2021:607-613(2021)

https://doi.org/10.1109/BigData52589.2021.9671907

204

Jiangli Shao, Yongqing Wang, Hao Gao, Huawei Shen, Yangyang Li, Xueqi Cheng

Locate Who You Are: Matching Geo-location to Text for User Identity Linkage.

CIKM 2021:3413-3417(2021)

https://doi.org/10.1145/3459637.3482134

205

Changying Hao, Liang Pang, Yanyan Lan, Yan Wang, Jiafeng Guo, Xueqi Cheng

Sketch and Customize: A Counterfactual Story Generator.

AAAI 2021:12955-12962(2021)

https://doi.org/10.1609/aaai.v35i14.17532

206

Liang Pang, Yanyan Lan, Xueqi Cheng

Match-Ignition: Plugging PageRank into Transformer for Long-form Text Matching.

CIKM 2021:1396-1405(2021)

https://doi.org/10.1145/3459637.3482450

207

Xin Hong, Yanyan Lan, Liang Pang, Jiafeng Guo, Xueqi Cheng

Transformation Driven Visual Reasoning.

CVPR 2021:6903-6912(2021)

https://openaccess.thecvf.com/content/CVPR2021/html/Hong_Transformation_Driven_Visual_Reasoning_CVPR_2021_paper.html

208

Fei Xiao, Liang Pang, Yanyan Lan, Yan Wang, Huawei Shen, Xueqi Cheng

Transductive Learning for Unsupervised Text Style Transfer.

EMNLP (1) 2021:2510-2521(2021)

https://doi.org/10.18653/v1/2021.emnlp-main.195

209

Yunchang Zhu, Liang Pang, Yanyan Lan, Huawei Shen, Xueqi Cheng

Adaptive Information Seeking for Open-Domain Question Answering.

EMNLP (1) 2021:3615-3626(2021)

https://doi.org/10.18653/v1/2021.emnlp-main.293

210

Ruibin Xiong, Yimeng Chen, Liang Pang, Xueqi Cheng, Zhi-Ming Ma, Yanyan Lan

Uncertainty Calibration for Ensemble-Based Debiasing Methods.

NeurIPS 2021:13657-13669(2021)

https://proceedings.neurips.cc/paper/2021/hash/71a8b2ffe0b594a5c1b3c28090384fd7-Abstract.html

211

Liang Pang, Qingyao Ai, Jun Xu

Beyond Probability Ranking Principle: Modeling the Dependencies among Documents.

SIGIR 2021:2647-2650(2021)

https://doi.org/10.1145/3404835.3462808

212

Liang Pang, Qingyao Ai, Jun Xu

Beyond Probability Ranking Principle: Modeling the Dependencies among Documents.

WSDM 2021:1137-1140(2021)

https://doi.org/10.1145/3437963.3441662

213

Ruipeng Jia, Yanan Cao, Haichao Shi, Fang Fang, Pengfei Yin, Shi Wang

Flexible Non-Autoregressive Extractive Summarization with Threshold: How to Extract a Non-Fixed Number of Summary Sentences.

AAAI 2021:13134-13142(2021)

https://doi.org/10.1609/aaai.v35i14.17552

214

Ruipeng Jia, Yanan Cao, Fang Fang, Yuchen Zhou, Zheng Fang, Yanbing Liu, Shi Wang

Deep Differential Amplifier for Extractive Summarization.

ACL/IJCNLP (1) 2021:366-376(2021)

https://doi.org/10.18653/v1/2021.acl-long.31

215

Kangli Zi, Shi Wang, Yu Liu, Jicun Li, Yanan Cao, Cungen Cao

SOM-NCSCM : An Efficient Neural Chinese Sentence Compression Model Enhanced with Self-Organizing Map.

EMNLP (1) 2021:403-415(2021)

https://doi.org/10.18653/v1/2021.emnlp-main.33

216

Hengzhu Tang, Yanan Cao, Zhenyu Zhang, Ruipeng Jia, Fang Fang, Shi Wang

Multi-Granularity Heterogeneous Graph for Document-Level Relation Extraction.

ICASSP 2021:7683-7687(2021)

https://doi.org/10.1109/ICASSP39728.2021.9414755

217

Yu Liu, Shi Wang, Kangli Zi, Jicun Li, Cungen Cao

Knowledge Enhanced Sequential Entity Linking.

IJCNN 2021:1-8(2021)

https://doi.org/10.1109/IJCNN52387.2021.9533841

218

Ya Wang, Cungen Cao, Yuting Cao, Shi Wang

A Property-Based Method for Acquiring Commonsense Knowledge.

KSEM 2021:53-65(2021)

https://doi.org/10.1007/978-3-030-82136-4_5

219

Jiabao Zhang, Shenghua Liu, Wenting Hou, Siddharth Bhatia, Huawei Shen, Wenjian Yu, Xueqi Cheng

AugSplicing: Synchronized Behavior Detection in Streaming Tensors.

AAAI 2021:4653-4661(2021)

https://doi.org/10.1609/aaai.v35i5.16595

220

Xiaobing Sun, Jiabao Zhang, Qiming Zhao, Shenghua Liu, Jinglei Chen, Ruoyu Zhuang, Huawei Shen, Xueqi Cheng

CubeFlow: Money Laundering Detection with Coupled Tensors.

PAKDD (1) 2021:78-90(2021)

https://doi.org/10.1007/978-3-030-75762-5_7