1

Liang Hou, Qi Cao, Huawei Shen, Siyuan Pan, Xiaoshuang Li, Xueqi Cheng

Conditional GANs with Auxiliary Discriminative Classifier.

ICML 2022:8888-8902(2022)

https://proceedings.mlr.press/v162/hou22a.html

2

Zhiwei Wang, Yan Guo, Yangyuanxiang Xu, Yuanhai Xue, Yue Liu, Huawei Shen, Xueqi Cheng

SCIEnt: A Semantic-Feature-Based Framework for Core Information Extraction from Web Pages.

ICONIP (3) 2022:311-323(2022)

https://doi.org/10.1007/978-3-031-30111-7_27

3

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

INMO: A Model-Agnostic and Scalable Module for Inductive Collaborative Filtering.

SIGIR 2022:91-101(2022)

https://doi.org/10.1145/3477495.3532000

4

Yan Jiang, Jinhua Gao, Huawei Shen, Xueqi Cheng

Few-Shot Stance Detection via Target-Aware Prompt Distillation.

SIGIR 2022:837-847(2022)

https://doi.org/10.1145/3477495.3531979

5

Wenjun Ke, Jinhua Gao, Huawei Shen, Xueqi Cheng

ConsistSum: Unsupervised Opinion Summarization with the Consistency of Aspect, Sentiment and Semantic.

WSDM 2022:467-475(2022)

https://doi.org/10.1145/3488560.3498463

6

Qi Cao, Huawei Shen, Yuanhao Liu, Jinhua Gao, Xueqi Cheng

PREP: Pre-training with Temporal Elapse Inference for Popularity Prediction.

WWW (Companion Volume) 2022:243-247(2022)

https://doi.org/10.1145/3487553.3524249

7

Jinsong Chen, Hu Han, Shiguang Shan

Towards High-Fidelity Face Self-Occlusion Recovery via Multi-View Residual-Based GAN Inversion.

AAAI 2022:294-302(2022)

https://doi.org/10.1609/aaai.v36i1.19905

8

Yifan Li, Haomiao Sun, Zhaori Liu, Hu Han, Shiguang Shan

Affective Behaviour Analysis Using Pretrained Model with Facial Prior.

ECCV Workshops (6) 2022:19-30(2022)

https://doi.org/10.1007/978-3-031-25075-0_2

9

Yuanyuan Liu, Wei Dai, Chuanxu Feng, Wenbin Wang, Guanghao Yin, Jiabei Zeng, Shiguang Shan

MAFW: A Large-scale, Multi-modal, Compound Affective Database for Dynamic Facial Expression Recognition in the Wild.

ACM Multimedia 2022:24-32(2022)

https://doi.org/10.1145/3503161.3548190

10

Tianyu Pang, Huishuai Zhang, Di He, Yinpeng Dong, Hang Su, Wei Chen, Jun Zhu, Tie-Yan Liu

Two Coupled Rejection Metrics Can Tell Adversarial Examples Apart.

CVPR 2022:15202-15212(2022)

https://doi.org/10.1109/CVPR52688.2022.01479

11

Sang-gil Lee, Heeseung Kim, Chaehun Shin, Xu Tan, Chang Liu, Qi Meng, Tao Qin, Wei Chen, Sungroh Yoon, Tie-Yan Liu

PriorGrad: Improving Conditional Denoising Diffusion Models with Data-Dependent Adaptive Prior.

ICLR 2022:(2022)

https://openreview.net/forum?id=_BNiN4IjC5

12

Chongchong Li, Yue Wang, Wei Chen, Yuting Liu, Zhi-Ming Ma, Tie-Yan Liu

Gradient Information Matters in Policy Optimization by Back-propagating through Model.

ICLR 2022:(2022)

https://openreview.net/forum?id=rzvOQrnclO0

13

Weitao Du, He Zhang, Yuanqi Du, Qi Meng, Wei Chen, Nanning Zheng, Bin Shao, Tie-Yan Liu

SE(3) Equivariant Graph Neural Networks with Complete Local Frames.

ICML 2022:5583-5608(2022)

https://proceedings.mlr.press/v162/du22e.html

14

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

Availability Attacks Create Shortcuts.

KDD 2022:2367-2376(2022)

https://doi.org/10.1145/3534678.3539241

15

Jiawei Huang, Li Zhao, Tao Qin, Wei Chen, Nan Jiang, Tie-Yan Liu

Tiered Reinforcement Learning: Pessimism in the Face of Uncertainty and Constant Regret.

NeurIPS 2022:(2022)

http://papers.nips.cc/paper_files/paper/2022/hash/0463ec87d0ac1e98a6cbe3d95d4e3e35-Abstract-Conference.html

16

Bohan Wang, Qi Meng, Huishuai Zhang, Ruoyu Sun, Wei Chen, Zhi-Ming Ma, Tie-Yan Liu

Does Momentum Change the Implicit Regularization on Separable Data?

NeurIPS 2022:(2022)

http://papers.nips.cc/paper_files/paper/2022/hash/ab3f6bbe121a8f7a0263a9b393000741-Abstract-Conference.html

17

Yifan Yang, Yuecong Min, Xilin Chen

S2Net: Skeleton-Aware SlowFast Network for Efficient Sign Language Recognition.

ACCV (4) 2022:355-372(2022)

https://doi.org/10.1007/978-981-96-0911-6_21

18

Yuecong Min, Peiqi Jiao, Yanan Li, Xiaotao Wang, Lei Lei, Xiujuan Chai, Xilin Chen

Deep Radial Embedding for Visual Sequence Learning.

ECCV (6) 2022:240-256(2022)

https://doi.org/10.1007/978-3-031-20068-7_14

19

Dalu Feng, Shuang Yang, Shiguang Shan, Xilin Chen

Audio-Driven Deformation Flow for Effective Lip Reading.

ICPR 2022:274-280(2022)

https://doi.org/10.1109/ICPR56361.2022.9956316

20

Lei Ji, Chenfei Wu, Daisy Zhou, Kun Yan, Edward Cui, Xilin Chen, Nan Duan

Learning Temporal Video Procedure Segmentation from an Automatically Collected Large Dataset.

WACV 2022:2733-2742(2022)

https://doi.org/10.1109/WACV51458.2022.00279

21

Zhijie Zhang, Wei Chen, Xiaoming Sun, Jialin Zhang

Online Influence Maximization with Node-Level Feedback Using Standard Offline Oracles.

AAAI 2022:9153-9161(2022)

https://doi.org/10.1609/aaai.v36i8.20901

22

Xiaoming Sun, Jialin Zhang, Shuo Zhang, Zhijie Zhang

Improved Deterministic Algorithms for Non-monotone Submodular Maximization.

COCOON 2022:496-507(2022)

https://doi.org/10.1007/978-3-031-22105-7_44

23

Zongqi Wan, Xiaoming Sun, Jialin Zhang

Bounded Memory Adversarial Bandits with Composite Anonymous Delayed Feedback.

IJCAI 2022:3501-3507(2022)

https://doi.org/10.24963/ijcai.2022/486

24

Yueyang Su, Di Yao, Jingwei Li, Baoli Wang, Jingping Bi, Shiwei Zhao, Runze Wu, Jianrong Tao, Hao Deng

Trajectory-Based Mobile Game Bots Detection with Gaussian Mixture Model.

ICANN (3) 2022:456-468(2022)

https://doi.org/10.1007/978-3-031-15934-3_38

25

Di Yao, Haonan Hu, Lun Du, Gao Cong, Shi Han, Jingping Bi

TrajGAT: A Graph-based Long-term Dependency Modeling Approach for Trajectory Similarity Computation.

KDD 2022:2275-2285(2022)

https://doi.org/10.1145/3534678.3539358

26

Yueyang Su, Di Yao, Xiaokai Chu, Wenbin Li, Jingping Bi, Shiwei Zhao, Runze Wu, Shize Zhang, Jianrong Tao, Hao Deng

Few-shot Learning for Trajectory-based Mobile Game Cheating Detection.

KDD 2022:3941-3949(2022)

https://doi.org/10.1145/3534678.3539157

27

Di Yao, Chang Gong, Lei Zhang, Sheng Chen, Jingping Bi

CausalMTA: Eliminating the User Confounding Bias for Causal Multi-touch Attribution.

KDD 2022:4342-4352(2022)

https://doi.org/10.1145/3534678.3539108

28

Wenbin Li, Xiaokai Chu, Yueyang Su, Di Yao, Shiwei Zhao, Runze Wu, Shize Zhang, Jianrong Tao, Hao Deng, Jingping Bi

FingFormer: Contrastive Graph-based Finger Operation Transformer for Unsupervised Mobile Game Bot Detection.

WWW 2022:3367-3375(2022)

https://doi.org/10.1145/3485447.3512272

29

Fuwei Zhang, Zhao Zhang, Fuzhen Zhuang, Jingjing Gu, Zhiping Shi, Qing He

Clustering-Enhanced Knowledge Graph Embedding.

Big Data (CCF) 2022:104-123(2022)

https://doi.org/10.1007/978-981-19-8331-3_7

30

Mingyang Liu, Li Xiao, Huiqin Jiang, Qing He

CCAT-NET: A Novel Transformer Based Semi-Supervised Framework For Covid-19 Lung Lesion Segmentation.

ISBI 2022:1-5(2022)

https://doi.org/10.1109/ISBI52829.2022.9761533

31

Shuokai Li, Yongchun Zhu, Ruobing Xie, Zhenwei Tang, Zhao Zhang, Fuzhen Zhuang, Qing He, Hui Xiong

Customized Conversational Recommender Systems.

ECML/PKDD (2) 2022:740-756(2022)

https://doi.org/10.1007/978-3-031-26390-3_43

32

Yongchun Zhu, Zhenwei Tang, Yudan Liu, Fuzhen Zhuang, Ruobing Xie, Xu Zhang, Leyu Lin, Qing He

Personalized Transfer of User Preferences for Cross-domain Recommendation.

WSDM 2022:1507-1515(2022)

https://doi.org/10.1145/3488560.3498392

33

Zhuo Li, Weiqing Min, Jiajun Song, Yaohui Zhu, Liping Kang, Xiaoming Wei, Xiaolin Wei, Shuqiang Jiang

Rethinking the Optimization of Average Precision: Only Penalizing Negative Instances before Positive Ones Is Enough.

AAAI 2022:1518-1526(2022)

https://doi.org/10.1609/aaai.v36i2.20042

34

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

Generative Meta-Adversarial Network for Unseen Object Navigation.

ECCV (39) 2022:301-320(2022)

https://doi.org/10.1007/978-3-031-19842-7_18

35

Jiajun Song, Weiqing Min, Yuxin Liu, Zhuo Li, Shuqiang Jiang, Yong Rui

A Noise-robust Locality Transformer for Fine-grained Food Image Retrieval.

MIPR 2022:348-353(2022)

https://doi.org/10.1109/MIPR54900.2022.00068

36

Xiaodong Wu, Ruiping Wang, Xilin Chen

Implicit-Part Based Context Aggregation for Point Cloud Instance Segmentation.

IROS 2022:9892-9898(2022)

https://doi.org/10.1109/IROS47612.2022.9981772

37

Fengyuan Yang, Ruiping Wang, Xilin Chen

SEGA: Semantic Guided Attention on Visual Prototype for Few-Shot Learning.

WACV 2022:1586-1596(2022)

https://doi.org/10.1109/WACV51458.2022.00165

38

Hui Nie, Ruiping Wang, Xilin Chen

From Node to Graph: Joint Reasoning on Visual-Semantic Relational Graph for Zero-Shot Detection.

WACV 2022:1648-1657(2022)

https://doi.org/10.1109/WACV51458.2022.00171

39

Zhenhuan Liu, Liang Li, Huajie Jiang, Xin Jin, Dandan Tu, Shuhui Wang, Zheng-Jun Zha

Unsupervised Coherent Video Cartoonization with Perceptual Motion Consistency.

AAAI 2022:1846-1853(2022)

https://doi.org/10.1609/aaai.v36i2.20078

40

Xiaodong Wang, Junbao Zhuo, Mengru Zhang, Shuhui Wang, Yuejian Fang

Revisiting Unsupervised Domain Adaptation Models: A Smoothness Perspective.

ACCV (6) 2022:338-356(2022)

https://doi.org/10.1007/978-3-031-26351-4_21

41

Zhengcong Fei, Xu Yan, Shuhui Wang, Qi Tian

DeeCap: Dynamic Early Exiting for Efficient Image Captioning.

CVPR 2022:12206-12216(2022)

https://doi.org/10.1109/CVPR52688.2022.01190

42

Xiu Qi Chang, Ann Feng Chew, Benjamin Chen Ming Choong, Shuhui Wang, Rui Han, Wang He, Li Xiaolin, Rajesh C. Panicker, Deepu John

Atrial Fibrillation Detection Using Weight-Pruned, Log-Quantised Convolutional Neural Networks.

LASCAS 2022:1-4(2022)

https://doi.org/10.1109/LASCAS53948.2022.9893904

43

Hao Wei, Shuhui Wang, Xinzhe Han, Zhe Xue, Bin Ma, Xiaoming Wei, Xiaolin Wei

Synthesizing Counterfactual Samples for Effective Image-Text Matching.

ACM Multimedia 2022:4355-4364(2022)

https://doi.org/10.1145/3503161.3547814

44

Chenze Shao, Yang Feng

Overcoming Catastrophic Forgetting beyond Continual Learning: Balanced Training for Neural Machine Translation.

ACL (1) 2022:2023-2036(2022)

https://doi.org/10.18653/v1/2022.acl-long.143

45

Shaolei Zhang, Yang Feng

Modeling Dual Read/Write Paths for Simultaneous Machine Translation.

ACL (1) 2022:2461-2477(2022)

https://doi.org/10.18653/v1/2022.acl-long.176

46

Shaolei Zhang, Yang Feng

Gaussian Multi-head Attention for Simultaneous Machine Translation.

ACL (Findings) 2022:3019-3030(2022)

https://doi.org/10.18653/v1/2022.findings-acl.238

47

Qingkai Fang, Yang Feng

Neural Machine Translation with Phrase-Level Universal Visual Representations.

ACL (1) 2022:5687-5698(2022)

https://doi.org/10.18653/v1/2022.acl-long.390

48

Shaolei Zhang, Yang Feng

Reducing Position Bias in Simultaneous Machine Translation with Length-Aware Framework.

ACL (1) 2022:6775-6788(2022)

https://doi.org/10.18653/v1/2022.acl-long.467

49

Qingkai Fang, Rong Ye, Lei Li, Yang Feng, Mingxuan Wang

STEMM: Self-learning with Speech-text Manifold Mixup for Speech Translation.

ACL (1) 2022:7050-7062(2022)

https://doi.org/10.18653/v1/2022.acl-long.486

50

Dengji Guo, Zhengrui Ma, Min Zhang, Yang Feng

Prediction Difference Regularization against Perturbation for Neural Machine Translation.

ACL (1) 2022:7665-7675(2022)

https://doi.org/10.18653/v1/2022.acl-long.528

51

Shaolei Zhang, Yang Feng

Information-Transport-based Policy for Simultaneous Translation.

EMNLP 2022:992-1013(2022)

https://doi.org/10.18653/v1/2022.emnlp-main.65

52

Jiao Ou, Jinchao Zhang, Yang Feng, Jie Zhou

Counterfactual Data Augmentation via Perspective Transition for Open-Domain Dialogues.

EMNLP 2022:1635-1648(2022)

https://doi.org/10.18653/v1/2022.emnlp-main.106

53

Shuhao Gu, Bojie Hu, Yang Feng

Continual Learning of Neural Machine Translation within Low Forgetting Risk Regions.

EMNLP 2022:1707-1718(2022)

https://doi.org/10.18653/v1/2022.emnlp-main.111

54

Shaolei Zhang, Shoutao Guo, Yang Feng

Wait-info Policy: Balancing Source and Target at Information Level for Simultaneous Machine Translation.

EMNLP (Findings) 2022:2249-2263(2022)

https://doi.org/10.18653/v1/2022.findings-emnlp.166

55

Shoutao Guo, Shaolei Zhang, Yang Feng

Turning Fixed to Adaptive: Integrating Post-Evaluation into Simultaneous Machine Translation.

EMNLP (Findings) 2022:2264-2278(2022)

https://doi.org/10.18653/v1/2022.findings-emnlp.167

56

Chenze Shao, Zhengrui Ma, Yang Feng

Viterbi Decoding of Directed Acyclic Transformer for Non-Autoregressive Machine Translation.

EMNLP (Findings) 2022:4390-4397(2022)

https://doi.org/10.18653/v1/2022.findings-emnlp.322

57

Shuhao Gu, Yang Feng

Improving Zero-Shot Multilingual Translation with Universal Representations and Cross-Mapping.

EMNLP (Findings) 2022:6492-6504(2022)

https://doi.org/10.18653/v1/2022.findings-emnlp.485

58

Zhe Yang, Qingkai Fang, Yang Feng

Low-resource Neural Machine Translation with Cross-modal Alignment.

EMNLP 2022:10134-10146(2022)

https://doi.org/10.18653/v1/2022.emnlp-main.689

59

Chenze Shao, Xuanfu Wu, Yang Feng

One Reference Is Not Enough: Diverse Distillation with Reference Selection for Non-Autoregressive Translation.

NAACL-HLT 2022:3779-3791(2022)

https://doi.org/10.18653/v1/2022.naacl-main.277

60

Chenze Shao, Yang Feng

Non-Monotonic Latent Alignments for CTC-Based Non-Autoregressive Machine Translation.

NeurIPS 2022:(2022)

http://papers.nips.cc/paper_files/paper/2022/hash/35f805e65c77652efa731edc10c8e3a6-Abstract-Conference.html

61

Xuyang Guo, Meina Kan, Tianle Chen, Shiguang Shan

GAN with Multivariate Disentangling for Controllable Hair Editing.

ECCV (15) 2022:655-670(2022)

https://doi.org/10.1007/978-3-031-19784-0_38

62

Yuanyuan Xu, Meina Kan, Shiguang Shan, Xilin Chen

Mutual Learning of Joint and Separate Domain Alignments for Multi-Source Domain Adaptation.

WACV 2022:1658-1667(2022)

https://doi.org/10.1109/WACV51458.2022.00172

63

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

Evaluating Interpolation and Extrapolation Performance of Neural Retrieval Models.

CIKM 2022:2486-2496(2022)

https://doi.org/10.1145/3511808.3557312

64

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

Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval (Extended Abstract).

IJCAI 2022:5374-5378(2022)

https://doi.org/10.24963/ijcai.2022/754

65

Yiyi Liu, Yequan Wang, Aixin Sun, Xuying Meng, Jing Li, Jiafeng Guo

A Dual-Channel Framework for Sarcasm Recognition by Detecting Sentiment Conflict.

NAACL-HLT (Findings) 2022:1670-1680(2022)

https://doi.org/10.18653/v1/2022.findings-naacl.126

66

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

Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval.

WSDM 2022:1328-1336(2022)

https://doi.org/10.1145/3488560.3498443

67

Chao Li, Kelu Yao, Jin Wang, Boyu Diao, Yongjun Xu, Quanshi Zhang

Interpretable Generative Adversarial Networks.

AAAI 2022:1280-1288(2022)

https://doi.org/10.1609/aaai.v36i2.20015

68

Yuanzhou Yao, Zhao Zhang, Yongjun Xu, Chao Li

Data Augmentation for Few-Shot Knowledge Graph Completion from Hierarchical Perspective.

COLING 2022:2494-2503(2022)

https://aclanthology.org/2022.coling-1.220

69

Qiming Li, Zhao Zhang, Boyu Diao, Yongjun Xu, Chao Li

Towards Understanding the Effect of Node Features on the Predictions of Graph Neural Networks.

ICANN (2) 2022:706-718(2022)

https://doi.org/10.1007/978-3-031-15931-2_58

70

Qi Wang, Chentao He, Katia Jaffrès-Runser, Jianhui Huang, Yongjun Xu

Timely-throughput Optimal Scheduling for Wireless Flows with Deep Reinforcement Learning.

IWQoS 2022:1-11(2022)

https://doi.org/10.1109/IWQoS54832.2022.9812916

71

Zongsheng Cao, Qianqian Xu, Zhiyong Yang, Qingming Huang

ER: Equivariance Regularizer for Knowledge Graph Completion.

AAAI 2022:5512-5520(2022)

https://doi.org/10.1609/aaai.v36i5.20490

72

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

Geometry Interaction Knowledge Graph Embeddings.

AAAI 2022:5521-5529(2022)

https://doi.org/10.1609/aaai.v36i5.20491

73

Shaofei Cai, Liang Li, Xinzhe Han, Jiebo Luo, Zheng-Jun Zha, Qingming Huang

Automatic Relation-aware Graph Network Proliferation.

CVPR 2022:10853-10863(2022)

https://doi.org/10.1109/CVPR52688.2022.01059

74

Guanqi Ding, Xinzhe Han, Shuhui Wang, Shuzhe Wu, Xin Jin, Dandan Tu, Qingming Huang

Attribute Group Editing for Reliable Few-shot Image Generation.

CVPR 2022:11184-11193(2022)

https://doi.org/10.1109/CVPR52688.2022.01091

75

Jiayu Xiao, Liang Li, Chaofei Wang, Zheng-Jun Zha, Qingming Huang

Few Shot Generative Model Adaption via Relaxed Spatial Structural Alignment.

CVPR 2022:11194-11203(2022)

https://doi.org/10.1109/CVPR52688.2022.01092

76

Yunrui Zhao, Qianqian Xu, Yangbangyan Jiang, Peisong Wen, Qingming Huang

Dist-PU: Positive-Unlabeled Learning from a Label Distribution Perspective.

CVPR 2022:14441-14450(2022)

https://doi.org/10.1109/CVPR52688.2022.01406

77

Hanhua Ye, Guorong Li, Yuankai Qi, Shuhui Wang, Qingming Huang, Ming-Hsuan Yang

Hierarchical Modular Network for Video Captioning.

CVPR 2022:17918-17927(2022)

https://doi.org/10.1109/CVPR52688.2022.01741

78

Sheng Fang, Shuhui Wang, Junbao Zhuo, Xinzhe Han, Qingming Huang

Learning Linguistic Association Towards Efficient Text-Video Retrieval.

ECCV (36) 2022:254-270(2022)

https://doi.org/10.1007/978-3-031-20059-5_15

79

Yiting Liu, Liang Li, Beichen Zhang, Qingming Huang

Think Beyond Words: Exploring Context-Relevant Visual Commonsense for Diverse Dialogue Generation.

EMNLP (Findings) 2022:3106-3117(2022)

https://doi.org/10.18653/v1/2022.findings-emnlp.226

80

Xuerong Huang, Li Su, Guorong Li, Xinfeng Zhang, Laiyun Qing, Qingming Huang

Enhanced Semantic Head for Cascade Instance Segmentation.

ICME 2022:1-6(2022)

https://doi.org/10.1109/ICME52920.2022.9860005

81

Wenzheng Hou, Qianqian Xu, Zhiyong Yang, Shilong Bao, Yuan He, Qingming Huang

AdAUC: End-to-end Adversarial AUC Optimization Against Long-tail Problems.

ICML 2022:8903-8925(2022)

https://proceedings.mlr.press/v162/hou22b.html

82

Wenzheng Hou, Qianqian Xu, Ke Ma, Qianxiu Hao, Qingming Huang

Quaternion Ordinal Embedding.

IJCAI 2022:2066-2072(2022)

https://doi.org/10.24963/ijcai.2022/287

83

Xuan Jiang, Zhiyong Yang, Peisong Wen, Li Su, Qingming Huang

A Sparse-Motif Ensemble Graph Convolutional Network against Over-smoothing.

IJCAI 2022:2094-2100(2022)

https://doi.org/10.24963/ijcai.2022/291

84

Dexiang Hong, Guorong Li, Bineng Zhong, Zhenjun Han, Li Su, Qingming Huang

CRNet: Collaborative Refinement Network for Self-Supervised Video Object Segmentation.

MIPR 2022:172-177(2022)

https://doi.org/10.1109/MIPR54900.2022.00037

85

Junyu Chen, Qianqian Xu, Zhiyong Yang, Xiaochun Cao, Qingming Huang

A Unified Framework against Topology and Class Imbalance.

ACM Multimedia 2022:180-188(2022)

https://doi.org/10.1145/3503161.3548120

86

Yiling Wu, Xinfeng Zhang, Yaowei Wang, Qingming Huang

Span-based Audio-Visual Localization.

ACM Multimedia 2022:1252-1260(2022)

https://doi.org/10.1145/3503161.3548318

87

Junyu Chen, Qianqian Xu, Zhiyong Yang, Ke Ma, Xiaochun Cao, Qingming Huang

Recurrent Meta-Learning against Generalized Cold-start Problem in CTR Prediction.

ACM Multimedia 2022:2636-2644(2022)

https://doi.org/10.1145/3503161.3548118

88

Zitai Wang, Qianqian Xu, Ke Ma, Xiaochun Cao, Qingming Huang

Confederated Learning: Going Beyond Centralization.

ACM Multimedia 2022:2939-2947(2022)

https://doi.org/10.1145/3503161.3548157

89

Chao Bi, Shuhui Wang, Zhe Xue, Shengbo Chen, Qingming Huang

Inferential Visual Question Generation.

ACM Multimedia 2022:4164-4174(2022)

https://doi.org/10.1145/3503161.3548055

90

Weidong Chen, Dexiang Hong, Yuankai Qi, Zhenjun Han, Shuhui Wang, Laiyun Qing, Qingming Huang, Guorong Li

Multi-Attention Network for Compressed Video Referring Object Segmentation.

ACM Multimedia 2022:4416-4425(2022)

https://doi.org/10.1145/3503161.3547761

91

Sheng Fang, Shuhui Wang, Junbao Zhuo, Qingming Huang, Bin Ma, Xiaoming Wei, Xiaolin Wei

Concept Propagation via Attentional Knowledge Graph Reasoning for Video-Text Retrieval.

ACM Multimedia 2022:4789-4800(2022)

https://doi.org/10.1145/3503161.3547785

92

Junbao Zhuo, Yan Zhu, Shuhao Cui, Shuhui Wang, Bin Ma, Qingming Huang, Xiaoming Wei, Xiaolin Wei

Zero-shot Video Classification with Appropriate Web and Task Knowledge Transfer.

ACM Multimedia 2022:5761-5772(2022)

https://doi.org/10.1145/3503161.3548008

93

Zhipeng Yu, Qianqian Xu, Yangbangyan Jiang, Haoyu Qin, Qingming Huang

Pay Attention to Your Positive Pairs: Positive Pair Aware Contrastive Knowledge Distillation.

ACM Multimedia 2022:5862-5870(2022)

https://doi.org/10.1145/3503161.3548256

94

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

The Minority Matters: A Diversity-Promoting Collaborative Metric Learning Algorithm.

NeurIPS 2022:(2022)

http://papers.nips.cc/paper_files/paper/2022/hash/109cf25cbc36037deecdbeabfa199956-Abstract-Conference.html

95

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

OTKGE: Multi-modal Knowledge Graph Embeddings via Optimal Transport.

NeurIPS 2022:(2022)

http://papers.nips.cc/paper_files/paper/2022/hash/ffdb280e7c7b4c4af30e04daf5a84b98-Abstract-Conference.html

96

Huiyang Shao, Qianqian Xu, Zhiyong Yang, Shilong Bao, Qingming Huang

Asymptotically Unbiased Instance-wise Regularized Partial AUC Optimization: Theory and Algorithm.

NeurIPS 2022:(2022)

http://papers.nips.cc/paper_files/paper/2022/hash/fc9f83d9925e6885e8f1ae1e17b3c44b-Abstract-Conference.html

97

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

OpenAUC: Towards AUC-Oriented Open-Set Recognition.

NeurIPS 2022:(2022)

http://papers.nips.cc/paper_files/paper/2022/hash/9f73d65a4186198152357be871345771-Abstract-Conference.html

98

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

Exploring the Algorithm-Dependent Generalization of AUPRC Optimization with List Stability.

NeurIPS 2022:(2022)

http://papers.nips.cc/paper_files/paper/2022/hash/b5dc49f44db2fadc5c4d717c57f4a424-Abstract-Conference.html

99

Xinqian Gu, Hong Chang, Bingpeng Ma, Shutao Bai, Shiguang Shan, Xilin Chen

Clothes-Changing Person Re-identification with RGB Modality Only.

CVPR 2022:1050-1059(2022)

https://doi.org/10.1109/CVPR52688.2022.00113

100

Shutao Bai, Bingpeng Ma, Hong Chang, Rui Huang, Xilin Chen

Salient-to-Broad Transition for Video Person Re-identification.

CVPR 2022:7329-7338(2022)

https://doi.org/10.1109/CVPR52688.2022.00719

101

Botao Ye, Hong Chang, Bingpeng Ma, Shiguang Shan, Xilin Chen

Joint Feature Learning and Relation Modeling for Tracking: A One-Stream Framework.

ECCV (22) 2022:341-357(2022)

https://doi.org/10.1007/978-3-031-20047-2_20

102

Matej Kristan, Ales Leonardis, Jirí Matas, Michael Felsberg, Roman P. Pflugfelder, Joni-Kristian Kämäräinen, Hyung Jin Chang, Martin Danelljan, Luka Cehovin Zajc, Alan Lukezic, Ondrej Drbohlav, Johanna Björklund, Yushan Zhang, Zhongqun Zhang, Song Yan, Wenyan Yang, Dingding Cai, Christoph Mayer, Gustavo Fernández, Kang Ben, Goutam Bhat, Hong Chang, Guangqi Chen, Jiaye Chen, Shengyong Chen, Xilin Chen, Xin Chen, Xiuyi Chen, Yiwei Chen, Yu-Hsi Chen, Zhixing Chen, Yangming Cheng, Angelo Ciaramella, Yutao Cui, Benjamin Dzubur, Mohana Murali Dasari, Qili Deng, Debajyoti Dhar, Shangzhe Di, Emanuel Di Nardo, Daniel K. Du, Matteo Dunnhofer, Heng Fan, Zhenhua Feng, Zhihong Fu, Shang Gao, Rama Krishna Gorthi, Eric Granger, Q. H. Gu, Himanshu Gupta, Jianfeng He, Keji He, Yan Huang, Deepak Jangid, Rongrong Ji, Cheng Jiang, Yingjie Jiang, Felix Järemo Lawin, Ze Kang, Madhu Kiran, Josef Kittler, Simiao Lai, Xiangyuan Lan, Dongwook Lee, Hyunjeong Lee, Seohyung Lee, Hui Li, Ming Li, Wangkai Li, Xi Li, Xianxian Li, Xiao Li, Zhe Li, Liting Lin, Haibin Ling, Bo Liu, Chang Liu, Si Liu, Huchuan Lu, Rafael M. O. Cruz, Bingpeng Ma, Chao Ma, Jie Ma, Yinchao Ma, Niki Martinel, Alireza Memarmoghadam, Christian Micheloni, Payman Moallem, Le Thanh Nguyen-Meidine, Siyang Pan, ChangBeom Park, Danda Pani Paudel, Matthieu Paul, Houwen Peng, Andreas Robinson, Litu Rout, Shiguang Shan, Kristian Simonato, Tianhui Song, Xiaoning Song, Chao Sun, Jingna Sun, Zhangyong Tang, Radu Timofte, Chi-Yi Tsai, Luc Van Gool, Om Prakash Verma, Dong Wang, Fei Wang, Liang Wang, Liangliang Wang, Lijun Wang, Limin Wang, Qiang Wang, Gangshan Wu, Jinlin Wu, Xiaojun Wu, Fei Xie, Tianyang Xu, Wei Xu, Yong Xu, Yuanyou Xu, Wanli Xue, Zizheng Xun, Bin Yan, Dawei Yang, Jinyu Yang, Wankou Yang, Xiaoyun Yang, Yi Yang, Yichun Yang, Zongxin Yang, Botao Ye, Fisher Yu, Hongyuan Yu, Jiaqian Yu, Qianjin Yu, Weichen Yu, Kang Ze, Jiang Zhai, Chengwei Zhang, Chunhu Zhang, Kaihua Zhang, Tianzhu Zhang, Wenkang Zhang, Zhibin Zhang, Zhipeng Zhang, Jie Zhao, Shao-Chuan Zhao, Feng Zheng, Haixia Zheng, Min Zheng, Bineng Zhong, Jiawen Zhu, Xuefeng Zhu, Yueting Zhuang

The Tenth Visual Object Tracking VOT2022 Challenge Results.

ECCV Workshops (8) 2022:431-460(2022)

https://doi.org/10.1007/978-3-031-25085-9_25

103

Zong Guo, Bingpeng Ma, Hong Chang, Xilin Chen

Gradual Domain Adaptation with Sample Transferability Exploitation for Person Re-Identification.

ICME 2022:1-6(2022)

https://doi.org/10.1109/ICME52920.2022.9859861

104

Minyang Hu, Hong Chang, Bingpeng Ma, Shiguang Shan

Learning Continuous Graph Structure with Bilevel Programming for Graph Neural Networks.

IJCAI 2022:3057-3063(2022)

https://doi.org/10.24963/ijcai.2022/424

105

Yinqi Li, Hong Chang, Bingpeng Ma, Shiguang Shan, Xilin Chen

Optimal Positive Generation via Latent Transformation for Contrastive Learning.

NeurIPS 2022:(2022)

http://papers.nips.cc/paper_files/paper/2022/hash/74a31a3b862eb7f01defbbed8e5f0c69-Abstract-Conference.html

106

Xiaowei Yuan, Jingyuan Hu, Xiaodan Zhang, Honglei Lv

Pay attention to emoji: Feature Fusion Network with EmoGraph2vec Model for Sentiment Analysis.

ICPR 2022:1529-1535(2022)

https://doi.org/10.1109/ICPR56361.2022.9956494

107

Guoyi Li, Jingyuan Hu, Yulei Wu, Xiaodan Zhang, Wei Zhou, Honglei Lyu

A Heterogeneous Propagation Graph Model for Rumor Detection Under the Relationship Among Multiple Propagation Subtrees.

ECML/PKDD (2) 2022:207-223(2022)

https://doi.org/10.1007/978-3-031-26390-3_13

108

Yan Chen, Dongqin Liu, Yipeng Su, Yan Zhou, Jizhong Han, Ruixuan Li

Contrastive Graph Learning for Session-based Recommendation.

AIAM 2022:139-142(2022)

https://doi.org/10.1109/AIAM57466.2022.00033

109

Xing Wu, Chaochen Gao, Liangjun Zang, Jizhong Han, Zhongyuan Wang, Songlin Hu

ESimCSE: Enhanced Sample Building Method for Contrastive Learning of Unsupervised Sentence Embedding.

COLING 2022:3898-3907(2022)

https://aclanthology.org/2022.coling-1.342

110

Xing Wu, Chaochen Gao, Yipeng Su, Jizhong Han, Zhongyuan Wang, Songlin Hu

Smoothed Contrastive Learning for Unsupervised Sentence Embedding.

COLING 2022:4902-4906(2022)

https://aclanthology.org/2022.coling-1.434

111

Yang Li, Yong Li, Xi Chen, Ruixin Shi, Jizhong Han

PG-Pass: Targeted Online Password Guessing Model based on Pointer Generator Network.

CSCWD 2022:507-512(2022)

https://doi.org/10.1109/CSCWD54268.2022.9776149

112

Zihan Ding, Tianrui Hui, Junshi Huang, Xiaoming Wei, Jizhong Han, Si Liu

Language-Bridged Spatial-Temporal Interaction for Referring Video Object Segmentation.

CVPR 2022:4954-4963(2022)

https://doi.org/10.1109/CVPR52688.2022.00491

113

Xing Wu, Chaochen Gao, Zijia Lin, Zhongyuan Wang, Jizhong Han, Songlin Hu

RaP: Redundancy-aware Video-language Pre-training for Text-Video Retrieval.

EMNLP (Findings) 2022:3036-3047(2022)

https://doi.org/10.18653/v1/2022.findings-emnlp.221

114

Xing Wu, Chaochen Gao, Zijia Lin, Jizhong Han, Zhongyuan Wang, Songlin Hu

InfoCSE: Information-aggregated Contrastive Learning of Sentence Embeddings.

EMNLP (Findings) 2022:3060-3070(2022)

https://doi.org/10.18653/v1/2022.findings-emnlp.223

115

Yan Chen, Wanhui Qian, Dongqin Liu, Yipeng Su, Yan Zhou, Jizhong Han, Ruixuan Li

Contrastive Learning for Session-Based Recommendation.

ICANN (4) 2022:358-369(2022)

https://doi.org/10.1007/978-3-031-15937-4_30

116

Weibo Zhang, Fuqing Zhu, Jizhong Han, Tao Guo, Songlin Hu

Cross-Layer Aggregation with Transformers for Multi-Label Image Classification.

ICASSP 2022:3448-3452(2022)

https://doi.org/10.1109/ICASSP43922.2022.9747696

117

Yan Chen, Wanhui Qian, Dongqin Liu, Mengdi Zhou, Yipeng Su, Jizhong Han, Ruixuan Li

Your Social Circle Affects Your Interests: Social Influence Enhanced Session-Based Recommendation.

ICCS (3) 2022:549-562(2022)

https://doi.org/10.1007/978-3-031-08757-8_46

118

Junwei Zhou, Xi Wang, Jiao Dai, Jizhong Han

Improved Fusion of Visual and Semantic Representations by Gated Co-Attention for Scene Text Recognition.

ICCPR 2022:204-209(2022)

https://doi.org/10.1145/3581807.3581837

119

Zhuohua Li, Weibo Zhang, Ziang Yang, Fuqing Zhu, Jizhong Han, Songlin Hu

UFI: A Unified Feature Interaction Framework for Multi-Label Image Classification.

ICME 2022:1-6(2022)

https://doi.org/10.1109/ICME52920.2022.9859912

120

Cai Yu, Peng Chen, Jiao Dai, Xi Wang, Weibo Zhang, Jin Liu, Jizhong Han

Focus by Prior: Deepfake Detection Based on Prior-Attention.

ICME 2022:1-6(2022)

https://doi.org/10.1109/ICME52920.2022.9859897

121

Xiaomeng Fu, Xi Wang, Jin Liu, Wantao Liu, Jiao Dai, Jizhong Han

MakeItSmile: Detail-Enhanced Smiling Face Reenactment.

IJCNN 2022:1-8(2022)

https://doi.org/10.1109/IJCNN55064.2022.9892359

122

Wang Wang, Xuehai Tang, Biyu Zhou, Wenjie Xiao, Jizhong Han, Songlin Hu

Improving disk failure detection accuracy via data augmentation.

IWQoS 2022:1-10(2022)

https://doi.org/10.1109/IWQoS54832.2022.9812864

123

Chuanpeng Yang, Fuqing Zhu, Guihua Liu, Jizhong Han, Songlin Hu

Multimodal Hate Speech Detection via Cross-Domain Knowledge Transfer.

ACM Multimedia 2022:4505-4514(2022)

https://doi.org/10.1145/3503161.3548255

124

Huaicheng Fang, Fuqing Zhu, Jizhong Han, Songlin Hu

Multimodal Hateful Memes Detection via Image Caption Supervision.

SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta 2022:1530-1537(2022)

https://doi.org/10.1109/SmartWorld-UIC-ATC-ScalCom-DigitalTwin-PriComp-Metaverse56740.2022.00221

125

Quanliang Jing, Shuo Liu, Xinxin Fan, Jingwei Li, Di Yao, Baoli Wang, Jingping Bi

Can Adversarial Training benefit Trajectory Representation?: An Investigation on Robustness for Trajectory Similarity Computation.

CIKM 2022:905-914(2022)

https://doi.org/10.1145/3511808.3557250

126

Xiaokai Chu, Jiashu Zhao, Xinxin Fan, Di Yao, Zhihua Zhu, Lixin Zou, Dawei Yin, Jingping Bi

Contrastive Disentangled Graph Convolutional Network for Weakly-Supervised Classification.

DASFAA (1) 2022:722-730(2022)

https://doi.org/10.1007/978-3-031-00123-9_57

127

Yueyang Su, Di Yao, Jingwei Li, Baoli Wang, Jingping Bi, Shiwei Zhao, Runze Wu, Jianrong Tao, Hao Deng

Trajectory-Based Mobile Game Bots Detection with Gaussian Mixture Model.

ICANN (3) 2022:456-468(2022)

https://doi.org/10.1007/978-3-031-15934-3_38

128

Di Yao, Haonan Hu, Lun Du, Gao Cong, Shi Han, Jingping Bi

TrajGAT: A Graph-based Long-term Dependency Modeling Approach for Trajectory Similarity Computation.

KDD 2022:2275-2285(2022)

https://doi.org/10.1145/3534678.3539358

129

Yueyang Su, Di Yao, Xiaokai Chu, Wenbin Li, Jingping Bi, Shiwei Zhao, Runze Wu, Shize Zhang, Jianrong Tao, Hao Deng

Few-shot Learning for Trajectory-based Mobile Game Cheating Detection.

KDD 2022:3941-3949(2022)

https://doi.org/10.1145/3534678.3539157

130

Di Yao, Chang Gong, Lei Zhang, Sheng Chen, Jingping Bi

CausalMTA: Eliminating the User Confounding Bias for Causal Multi-touch Attribution.

KDD 2022:4342-4352(2022)

https://doi.org/10.1145/3534678.3539108

131

Wenbin Li, Xiaokai Chu, Yueyang Su, Di Yao, Shiwei Zhao, Runze Wu, Shize Zhang, Jianrong Tao, Hao Deng, Jingping Bi

FingFormer: Contrastive Graph-based Finger Operation Transformer for Unsupervised Mobile Game Bot Detection.

WWW 2022:3367-3375(2022)

https://doi.org/10.1145/3485447.3512272

132

Fuyu Lv, Mengxue Li, Tonglei Guo, Changlong Yu, Fei Sun, Taiwei Jin, Wilfred Ng

XDM: Improving Sequential Deep Matching with Unclicked User Behaviors for Recommender System.

DASFAA (3) 2022:364-376(2022)

https://doi.org/10.1007/978-3-031-00129-1_31

133

Xu Xie, Fei Sun, Zhaoyang Liu, Shiwen Wu, Jinyang Gao, Jiandong Zhang, Bolin Ding, Bin Cui

Contrastive Learning for Sequential Recommendation.

ICDE 2022:1259-1273(2022)

https://doi.org/10.1109/ICDE53745.2022.00099

134

Zihan Wang, Na Huang, Fei Sun, Pengjie Ren, Zhumin Chen, Hengliang Luo, Maarten de Rijke, Zhaochun Ren

Debiasing Learning for Membership Inference Attacks Against Recommender Systems.

KDD 2022:1959-1968(2022)

https://doi.org/10.1145/3534678.3539392

135

Chong Chen, Fei Sun, Min Zhang, Bolin Ding

Recommendation Unlearning.

WWW 2022:2768-2777(2022)

https://doi.org/10.1145/3485447.3511997

136

Zhipeng Huang, Jiawei Liu, Liang Li, Kecheng Zheng, Zheng-Jun Zha

Modality-Adaptive Mixup and Invariant Decomposition for RGB-Infrared Person Re-identification.

AAAI 2022:1034-1042(2022)

https://doi.org/10.1609/aaai.v36i1.19987

137

Jiawei Liu, Zhipeng Huang, Liang Li, Kecheng Zheng, Zheng-Jun Zha

Debiased Batch Normalization via Gaussian Process for Generalizable Person Re-identification.

AAAI 2022:1729-1737(2022)

https://doi.org/10.1609/aaai.v36i2.20065

138

Zhenhuan Liu, Liang Li, Huajie Jiang, Xin Jin, Dandan Tu, Shuhui Wang, Zheng-Jun Zha

Unsupervised Coherent Video Cartoonization with Perceptual Motion Consistency.

AAAI 2022:1846-1853(2022)

https://doi.org/10.1609/aaai.v36i2.20078

139

Shaofei Cai, Liang Li, Xinzhe Han, Jiebo Luo, Zheng-Jun Zha, Qingming Huang

Automatic Relation-aware Graph Network Proliferation.

CVPR 2022:10853-10863(2022)

https://doi.org/10.1109/CVPR52688.2022.01059

140

Jiayu Xiao, Liang Li, Chaofei Wang, Zheng-Jun Zha, Qingming Huang

Few Shot Generative Model Adaption via Relaxed Spatial Structural Alignment.

CVPR 2022:11194-11203(2022)

https://doi.org/10.1109/CVPR52688.2022.01092

141

Yiting Liu, Liang Li, Beichen Zhang, Qingming Huang

Think Beyond Words: Exploring Context-Relevant Visual Commonsense for Diverse Dialogue Generation.

EMNLP (Findings) 2022:3106-3117(2022)

https://doi.org/10.18653/v1/2022.findings-emnlp.226

142

Gaoxiang Cong, Liang Li, Zhenhuan Liu, Yunbin Tu, Weijun Qin, Shenyuan Zhang, Chengang Yan, Wenyu Wang, Bin Jiang

LS-GAN: Iterative Language-based Image Manipulation via Long and Short Term Consistency Reasoning.

ACM Multimedia 2022:4496-4504(2022)

https://doi.org/10.1145/3503161.3548206

143

Mingjie He, Jie Zhang, Shiguang Shan, Xilin Chen

Enhancing Face Recognition with Self-Supervised 3D Reconstruction.

CVPR 2022:4052-4061(2022)

https://doi.org/10.1109/CVPR52688.2022.00403

144

Zheng Yuan, Jie Zhang, Shiguang Shan

Adaptive Image Transformations for Transfer-Based Adversarial Attack.

ECCV (5) 2022:1-17(2022)

https://doi.org/10.1007/978-3-031-20065-6_1

145

Fuwei Zhang, Zhao Zhang, Xiang Ao, Dehong Gao, Fuzhen Zhuang, Yi Wei, Qing He

Mind the Gap: Cross-Lingual Information Retrieval with Hierarchical Knowledge Enhancement.

AAAI 2022:4345-4353(2022)

https://doi.org/10.1609/aaai.v36i4.20355

146

Fuwei Zhang, Zhao Zhang, Xiang Ao, Fuzhen Zhuang, Yongjun Xu, Qing He

Along the Time: Timeline-traced Embedding for Temporal Knowledge Graph Completion.

CIKM 2022:2529-2538(2022)

https://doi.org/10.1145/3511808.3557233

147

Yuyao Guo, Haoming Li, Xiang Ao, Min Lu, Dapeng Liu, Lei Xiao, Jie Jiang, Qing He

Calibrated Conversion Rate Prediction via Knowledge Distillation under Delayed Feedback in Online Advertising.

CIKM 2022:3983-3987(2022)

https://doi.org/10.1145/3511808.3557557

148

Zidi Qin, Yang Liu, Qing He, Xiang Ao

Explainable Graph-based Fraud Detection via Neural Meta-graph Search.

CIKM 2022:4414-4418(2022)

https://doi.org/10.1145/3511808.3557598

149

Yiqing Wu, Ruobing Xie, Yongchun Zhu, Xiang Ao, Xin Chen, Xu Zhang, Fuzhen Zhuang, Leyu Lin, Qing He

Multi-view Multi-behavior Contrastive Learning in Recommendation.

DASFAA (2) 2022:166-182(2022)

https://doi.org/10.1007/978-3-031-00126-0_11

150

Guanxiong Zeng, Jianfeng Chi, Rui Ma, Jinghua Feng, Xiang Ao, Hao Yang

ADAPT: Adversarial Domain Adaptation with Purifier Training for Cross-Domain Credit Risk Forecasting.

DASFAA (1) 2022:353-369(2022)

https://doi.org/10.1007/978-3-031-00123-9_29

151

Linfeng Dong, Yang Liu, Xiang Ao, Jianfeng Chi, Jinghua Feng, Hao Yang, Qing He

Bi-Level Selection via Meta Gradient for Graph-Based Fraud Detection.

DASFAA (1) 2022:387-394(2022)

https://doi.org/10.1007/978-3-031-00123-9_31

152

Kuan Li, Yang Liu, Xiang Ao, Jianfeng Chi, Jinghua Feng, Hao Yang, Qing He

Reliable Representations Make A Stronger Defender: Unsupervised Structure Refinement for Robust GNN.

KDD 2022:925-935(2022)

https://doi.org/10.1145/3534678.3539484

153

Yang Liu, Xiang Ao, Fuli Feng, Qing He

UD-GNN: Uncertainty-aware Debiased Training on Semi-Homophilous Graphs.

KDD 2022:1131-1140(2022)

https://doi.org/10.1145/3534678.3539483

154

Can Liu, Yuncong Gao, Li Sun, Jinghua Feng, Hao Yang, Xiang Ao

User Behavior Pre-training for Online Fraud Detection.

KDD 2022:3357-3365(2022)

https://doi.org/10.1145/3534678.3539126

155

Shuokai Li, Ruobing Xie, Yongchun Zhu, Xiang Ao, Fuzhen Zhuang, Qing He

User-Centric Conversational Recommendation with Multi-Aspect User Modeling.

SIGIR 2022:223-233(2022)

https://doi.org/10.1145/3477495.3532074

156

Yiqing Wu, Ruobing Xie, Yongchun Zhu, Fuzhen Zhuang, Xiang Ao, Xu Zhang, Leyu Lin, Qing He

Selective Fairness in Recommendation via Prompts.

SIGIR 2022:2657-2662(2022)

https://doi.org/10.1145/3477495.3531913

157

Mengda Huang, Yang Liu, Xiang Ao, Kuan Li, Jianfeng Chi, Jinghua Feng, Hao Yang, Qing He

AUC-oriented Graph Neural Network for Fraud Detection.

WWW 2022:1311-1321(2022)

https://doi.org/10.1145/3485447.3512178

158

Qingping Yang, Yixuan Cao, Ping Luo

Numerical Tuple Extraction from Tables with Pre-training.

KDD 2022:2233-2241(2022)

https://doi.org/10.1145/3534678.3539460

159

Jin Zhang, Qi Liu, Defu Lian, Zheng Liu, Le Wu, Enhong Chen

Anisotropic Additive Quantization for Fast Inner Product Search.

AAAI 2022:4354-4362(2022)

https://doi.org/10.1609/aaai.v36i4.20356

160

Leigang Sun, Jin Zhang

HIL-DDoS: A DDoS Attack Simulation System Based on Hardware-In-the-Loop.

AISS 2022:53:1-53:4(2022)

https://doi.org/10.1145/3573834.3574530

161

Jin Zhang, Muheng Shang, Qiang Xie, Minjianan Zhang, Duo Xi, Lei Guo, Junwei Han, Lei Du

A Sparse Multi-task Contrastive and Discriminative Learning Method with Feature Selection for Brain Imaging Genetics.

BIBM 2022:660-665(2022)

https://doi.org/10.1109/BIBM55620.2022.9995050

162

Honglei An, Jin Zhang, Qing Wei, Hongxu Ma

Design and Preliminary Experimental Result of a Lower Limb Prosthesis.

CACRE 2022:104-108(2022)

https://doi.org/10.1109/CACRE54574.2022.9834174

163

Cheng Wang, Nan Ma, Zhixuan Wu, Jin Zhang, Yongqiang Yao

Survey of Hypergraph Neural Networks and Its Application to Action Recognition.

CICAI (2) 2022:387-398(2022)

https://doi.org/10.1007/978-3-031-20500-2_32

164

Eduardo Pérez-Pellitero, Sibi Catley-Chandar, Richard Shaw, Ales Leonardis, Radu Timofte, Zexin Zhang, Cen Liu, Yunbo Peng, Yue Lin, Gaocheng Yu, Jin Zhang, Zhe Ma, Hongbin Wang, Xiangyu Chen, Xintao Wang, Haiwei Wu, Lin Liu, Chao Dong, Jiantao Zhou, Qingsen Yan, Song Zhang, Weiye Chen, Yuhang Liu, Zhen Zhang, Yanning Zhang, Javen Qinfeng Shi, Dong Gong, Dan Zhu, Mengdi Sun, Guannan Chen, Yang Hu, Haowei Li, Baozhu Zou, Zhen Liu, Wenjie Lin, Ting Jiang, Chengzhi Jiang, Xinpeng Li, Mingyan Han, Haoqiang Fan, Jian Sun, Shuaicheng Liu, Juan Marín-Vega, Michael Sloth, Peter Schneider-Kamp, Richard Röttger, Chunyang Li, Long Bao, Gang He, Ziyao Xu, Li Xu, Gen Zhan, Ming Sun, Xing Wen, Junlin Li, Jinjing Li, Chenghua Li, Ruipeng Gang, Fangya Li, Chenming Liu, Shuang Feng, Fei Lei, Rui Liu, Junxiang Ruan, Tianhong Dai, Wei Li, Zhan Lu, Hengyan Liu, Peian Huang, Guangyu Ren, Yonglin Luo, Chang Liu, Qiang Tu, Sai Ma, Yizhen Cao, Steven Tel, Barthelemy Heyrman, Dominique Ginhac, Chul Lee, Gahyeon Kim, Seonghyun Park, An Gia Vien, Truong Thanh Nhat Mai, Howoon Yoon, Tu Vo, Alexander Holston, Sheir Zaheer, Chan Y. Park

NTIRE 2022 Challenge on High Dynamic Range Imaging: Methods and Results.

CVPR Workshops 2022:1008-1022(2022)

https://doi.org/10.1109/CVPRW56347.2022.00114

165

Gaocheng Yu, Jin Zhang, Zhe Ma, Hongbin Wang

Efficient Progressive High Dynamic Range Image Restoration via Attention and Alignment Network.

CVPR Workshops 2022:1123-1130(2022)

https://doi.org/10.1109/CVPRW56347.2022.00121

166

Andrey Ignatov, Radu Timofte, Maurizio Denna, Abdel Younes, Ganzorig Gankhuyag, Jingang Huh, Myeong Kyun Kim, Kihwan Yoon, Hyeon-Cheol Moon, Seungho Lee, Yoonsik Choe, Jinwoo Jeong, Sungjei Kim, Maciej Smyl, Tomasz Latkowski, Pawel Kubik, Michal Sokolski, Yujie Ma, Jiahao Chao, Zhou Zhou, Hongfan Gao, Zhengfeng Yang, Zhenbing Zeng, Zhengyang Zhuge, Chenghua Li, Dan Zhu, Mengdi Sun, Ran Duan, Yan Gao, Lingshun Kong, Long Sun, Xiang Li, Xingdong Zhang, Jiawei Zhang, Yaqi Wu, Jinshan Pan, Gaocheng Yu, Jin Zhang, Feng Zhang, Zhe Ma, Hongbin Wang, Hojin Cho, Steve Kim, Huaen Li, Yanbo Ma, Ziwei Luo, Youwei Li, Lei Yu, Zhihong Wen, Qi Wu, Haoqiang Fan, Shuaicheng Liu, Lize Zhang, Zhikai Zong, Jeremy Kwon, Junxi Zhang, Mengyuan Li, Nianxiang Fu, Guanchen Ding, Han Zhu, Zhenzhong Chen, Gen Li, Yuanfan Zhang, Lei Sun, Dafeng Zhang, Neo Yang, Fitz Liu, Jerry Zhao, Mustafa Ayazoglu, Bahri Batuhan Bilecen, Shota Hirose, Kasidis Arunruangsirilert, Luo Ao, Ho Chun Leung, Andrew Wei, Jie Liu, Qiang Liu, Dahai Yu, Ao Li, Lei Luo, Ce Zhu, Seongmin Hong, Dongwon Park, Joonhee Lee, Byeong Hyun Lee, Seunggyu Lee, Se Young Chun, Ruiyuan He, Xuhao Jiang, Haihang Ruan, Xinjian Zhang, Jing Liu, Garas Gendy, Nabil Sabor, Jingchao Hou, Guanghui He

Efficient and Accurate Quantized Image Super-Resolution on Mobile NPUs, Mobile AI & AIM 2022 Challenge: Report.

ECCV Workshops (3) 2022:92-129(2022)

https://doi.org/10.1007/978-3-031-25066-8_5

167

Andrey Ignatov, Radu Timofte, Jin Zhang, Feng Zhang, Gaocheng Yu, Zhe Ma, Hongbin Wang, Minsu Kwon, Haotian Qian, Wentao Tong, Pan Mu, Ziping Wang, Guangjing Yan, Brian Lee, Lei Fei, Huaijin G. Chen, Hyebin Cho, Byeongjun Kwon, Munchurl Kim, Mingyang Qian, Huixin Ma, Yanan Li, Xiaotao Wang, Lei Lei

Realistic Bokeh Effect Rendering on Mobile GPUs, Mobile AI & AIM 2022 Challenge: Report.

ECCV Workshops (3) 2022:153-173(2022)

https://doi.org/10.1007/978-3-031-25066-8_7

168

Peng Zhang, Shijun Zhang, Shang Li, Jin Zhang, Shaoxun Liu, Youjun Bu

FRA-FPGA: Fast Reconfigurable Automata Processing on FPGAs.

FPL 2022:313-321(2022)

https://doi.org/10.1109/FPL57034.2022.00055

169

Tianhan Gao, Jin Zhang, Qingwei Mi

Procedural Generation of Game Levels and Maps: A Review.

ICAIIC 2022:50-55(2022)

https://doi.org/10.1109/ICAIIC54071.2022.9722624

170

Jin Zhang, Depei Zhang, Xiaoniu Peng, Anle Wang, Xiaotong Liu, Lei Hu, Yalan Wang

A High Dynamic Range Phase Modulated Analog Photonic Link Based on IMD3 and IMD5 Suppression.

ICAIT 2022:99-102(2022)

https://doi.org/10.1109/ICAIT56197.2022.9862668

171

Yalan Wang, Chengji Lin, Hongfei Zheng, Yibei Wang, Shanhong Guan, Feng Xiong, Anle Wang, Xiaoniu Peng, Jin Zhang

Self-injection Locked Time Domain Mode-locked Optoelectronic Oscillator.

ICAIT 2022:269-272(2022)

https://doi.org/10.1109/ICAIT56197.2022.9862650

172

Xiong Bo, Feng Wenlong, Jin Zhang

Whale Optimization Algorithm Based on Artificial Fish Swarm Algorithm.

ICAIS (2) 2022:115-128(2022)

https://doi.org/10.1007/978-3-031-06788-4_10

173

Hao Li, Bin Ba, Jin Zhang, Chengzhou Liu, Qiang Jin, Liye Zhang

Two-dimensional DOA estimation based on non-circular signals from a tensor perspective.

ICCT 2022:1075-1080(2022)

https://doi.org/10.1109/ICCT56141.2022.10072584

174

Wei Liu, Jin Zhang

Research on Hospital Information System Course Design and Evaluation Based on Project-Driving Method.

ICEIT 2022:26-31(2022)

https://doi.org/10.1109/ICEIT54416.2022.9690745

175

Yexin Duan, Jialin Chen, Xingyu Zhou, Junhua Zou, Zhengyun He, Jin Zhang, Wu Zhang, Zhisong Pan

Learning Coated Adversarial Camouflages for Object Detectors.

IJCAI 2022:891-897(2022)

https://doi.org/10.24963/ijcai.2022/125

176

Shengkun Xie, Jin Zhang

A Novel Variable Selection Approach Based on Multi-criteria Decision Analysis.

IPMU (2) 2022:115-127(2022)

https://doi.org/10.1007/978-3-031-08974-9_9

177

Jin Zhang, Xiangyao Yu, Zhengwei Qi, Haibing Guan

Falcon: A Timestamp-based Protocol to Maximize the Cache Efficiency in the Distributed Shared Memory.

IPDPS 2022:974-984(2022)

https://doi.org/10.1109/IPDPS53621.2022.00099

178

Peng Zou, Jin Zhang, Suresh Subramaniam

Performance Modeling of Scheduling Algorithms in a Multi-Source Status Update System.

ISIT 2022:156-161(2022)

https://doi.org/10.1109/ISIT50566.2022.9834272

179

Qian Wu, Jin Zhang, Jie Sheng, Cheng Wu, Hao Yuan

LiDAR-Camera System Automatic Extrinsic Calibration in Rail Transit.

ITSC 2022:3380-3385(2022)

https://doi.org/10.1109/ITSC55140.2022.9921962

180

Ming Jin, Hao Yuan, Jin Zhang

An optimization method of railway identification based on BiSeNet.

MLNLP 2022:342-346(2022)

https://doi.org/10.1145/3578741.3578814

181

Jin Zhang, Jianfeng Zhang, Jintang Shang

Preparation of 3D Alkali Vapor Cell with Vertical Sidewalls.

NEMS 2022:350-353(2022)

https://doi.org/10.1109/NEMS54180.2022.9791194

182

Jin Zhang

Research on Humanistic Innovation Accomplishment Cultivation in Intercultural Communication Based on Virtual Simulation Technology*.

RCAR 2022:659-663(2022)

https://doi.org/10.1109/RCAR54675.2022.9872181

183

Jin Zhang, Tianhan Gao, Qingwei Mi

Side-Scrolling Platform Game Levels Reachability Repair Method and Its Applications to Super Mario Bros.

RIVF 2022:232-237(2022)

https://doi.org/10.1109/RIVF55975.2022.10013863

184

Xiaotong Zhang, Zhenjiang Li, Jin Zhang

Synthesized Millimeter-Waves for Human Motion Sensing.

SenSys 2022:377-390(2022)

https://doi.org/10.1145/3560905.3568542

185

Rui Fan, Jin Chen, Jin Zhang, Defu Lian, Enhong Chen

Improving Implicit Alternating Least Squares with Ring-based Regularization.

SIGIR 2022:102-111(2022)

https://doi.org/10.1145/3477495.3531995

186

Xiaochun Yang, Jin Zhang, Wangyang Cai, Chang Ran, Haowei Huang

Preliminary Exploration of Incorporating Industrial Software Curriculum into University Software Engineering Education.

TALE 2022:680-683(2022)

https://doi.org/10.1109/TALE54877.2022.00117

187

Yan Xiao, Yixing Fan, Ruqing Zhang, Jiafeng Guo

Beyond Precision: A Study on Recall of Initial Retrieval with Neural Representations.

CCIR 2022:76-89(2022)

https://doi.org/10.1007/978-3-031-24755-2_7

188

Yinqiong Cai, Jiafeng Guo, Yixing Fan, Qingyao Ai, Ruqing Zhang, Xueqi Cheng

Hard Negatives or False Negatives: Correcting Pooling Bias in Training Neural Ranking Models.

CIKM 2022:118-127(2022)

https://doi.org/10.1145/3511808.3557343

189

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

CorpusBrain: Pre-train a Generative Retrieval Model for Knowledge-Intensive Language Tasks.

CIKM 2022:191-200(2022)

https://doi.org/10.1145/3511808.3557271

190

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

Scattered or Connected? An Optimized Parameter-efficient Tuning Approach for Information Retrieval.

CIKM 2022:1471-1480(2022)

https://doi.org/10.1145/3511808.3557445

191

Chen Wu, Ruqing Zhang, Jiafeng Guo, Wei Chen, Yixing Fan, Maarten de Rijke, Xueqi Cheng

Certified Robustness to Word Substitution Ranking Attack for Neural Ranking Models.

CIKM 2022:2128-2137(2022)

https://doi.org/10.1145/3511808.3557256

192

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

Discriminative Language Model via Self-Teaching for Dense Retrieval.

CIKM 2022:3858-3862(2022)

https://doi.org/10.1145/3511808.3557582

193

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

A Contrastive Pre-training Approach to Discriminative Autoencoder for Dense Retrieval.

CIKM 2022:4314-4318(2022)

https://doi.org/10.1145/3511808.3557527

194

Sihao Yu, Jiafeng Guo, Ruqing Zhang, Yixing Fan, Zizhen Wang, Xueqi Cheng

A Re-Balancing Strategy for Class-Imbalanced Classification Based on Instance Difficulty.

CVPR 2022:70-79(2022)

https://doi.org/10.1109/CVPR52688.2022.00017

195

Wen Sun, Yixing Fan, Jiafeng Guo, Ruqing Zhang, Xueqi Cheng

Visual Named Entity Linking: A New Dataset and A Baseline.

EMNLP (Findings) 2022:2403-2415(2022)

https://doi.org/10.18653/v1/2022.findings-emnlp.178

196

Yuanzheng Wang, Xueqi Cheng, Yixing Fan, Xiaofei Zhu, Huasheng Liang, Qiang Yan, Jiafeng Guo

MGAD: Learning Descriptional Representation Distilled from Distributional Semantics for Unseen Entities.

IJCAI 2022:4404-4410(2022)

https://doi.org/10.24963/ijcai.2022/611

197

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

Pre-train a Discriminative Text Encoder for Dense Retrieval via Contrastive Span Prediction.

SIGIR 2022:848-858(2022)

https://doi.org/10.1145/3477495.3531772

198

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

GERE: Generative Evidence Retrieval for Fact Verification.

SIGIR 2022:2184-2189(2022)

https://doi.org/10.1145/3477495.3531827

199

Yequan Wang, Xiang Li, Aixin Sun, Xuying Meng, Huaming Liao, Jiafeng Guo

CofeNet: Context and Former-Label Enhanced Net for Complicated Quotation Extraction.

COLING 2022:2438-2449(2022)

https://aclanthology.org/2022.coling-1.215

200

Shuo Liang, Wei Wei, Xian-Ling Mao, Fei Wang, Zhiyong He

BiSyn-GAT+: Bi-Syntax Aware Graph Attention Network for Aspect-based Sentiment Analysis.

ACL (Findings) 2022:1835-1848(2022)

https://doi.org/10.18653/v1/2022.findings-acl.144

201

Yubo Liang, Zezhi Shao, Fei Wang, Zhao Zhang, Tao Sun, Yongjun Xu

BasicTS: An Open Source Fair Multivariate Time Series Prediction Benchmark.

Bench 2022:87-101(2022)

https://doi.org/10.1007/978-3-031-31180-2_6

202

Zezhi Shao, Zhao Zhang, Fei Wang, Wei Wei, Yongjun Xu

Spatial-Temporal Identity: A Simple yet Effective Baseline for Multivariate Time Series Forecasting.

CIKM 2022:4454-4458(2022)

https://doi.org/10.1145/3511808.3557702

203

Tao Sun, Fei Wang, Zhao Zhang, Lin Wu, Yongjun Xu

Human Mobility Identification by Deep Behavior Relevant Location Representation.

DASFAA (2) 2022:439-454(2022)

https://doi.org/10.1007/978-3-031-00126-0_33

204

Zezhi Shao, Zhao Zhang, Fei Wang, Yongjun Xu

Pre-training Enhanced Spatial-temporal Graph Neural Network for Multivariate Time Series Forecasting.

KDD 2022:1567-1577(2022)

https://doi.org/10.1145/3534678.3539396

205

Tangwen Qian, Yongjun Xu, Zhao Zhang, Fei Wang

Trajectory Prediction from Hierarchical Perspective.

ACM Multimedia 2022:6822-6830(2022)

https://doi.org/10.1145/3503161.3548092

206

Haitao Xiao, Chen Zhang, Song Liu, Bo Jiang, Zhigang Lu, Fei Wang, Yuling Liu

CapsITD: Malicious Insider Threat Detection Based on Capsule Neural Network.

SecureComm 2022:57-71(2022)

https://doi.org/10.1007/978-3-031-25538-0_4

207

Quanliang Jing, Shuo Liu, Xinxin Fan, Jingwei Li, Di Yao, Baoli Wang, Jingping Bi

Can Adversarial Training benefit Trajectory Representation?: An Investigation on Robustness for Trajectory Similarity Computation.

CIKM 2022:905-914(2022)

https://doi.org/10.1145/3511808.3557250

208

Xiaokai Chu, Jiashu Zhao, Xinxin Fan, Di Yao, Zhihua Zhu, Lixin Zou, Dawei Yin, Jingping Bi

Contrastive Disentangled Graph Convolutional Network for Weakly-Supervised Classification.

DASFAA (1) 2022:722-730(2022)

https://doi.org/10.1007/978-3-031-00123-9_57

209

David Guzman, Dirk Trossen, Mike McBride, Xinxin Fan

Insights on Impact of Distributed Ledgers on Provider Networks.

ICBC 2022:3-17(2022)

https://doi.org/10.1007/978-3-031-23495-8_1

210

Libo Liu, Xinxin Fan, Xiaodong Zhang, Qingmao Hu

Lightweight Dual-Domain Network for Real-Time Medical Image Segmentation.

ICIP 2022:396-400(2022)

https://doi.org/10.1109/ICIP46576.2022.9897674

211

Baoli Wang, Xinxin Fan, Quanliang Jing, Yueyang Su, Jingwei Li, Jingping Bi

GTAT: Adversarial Training with Generated Triplets.

IJCNN 2022:1-8(2022)

https://doi.org/10.1109/IJCNN55064.2022.9892161

212

Yubo Zhang, Yanfang Liu, Xinxin Fan, Yunfeng Lu

RetCom: Information Retrieval-Enhanced Automatic Source-Code Summarization.

QRS 2022:948-957(2022)

https://doi.org/10.1109/QRS57517.2022.00099

213

Linhang Cai, Zhulin An, Chuanguang Yang, Yangchun Yan, Yongjun Xu

Prior Gradient Mask Guided Pruning-Aware Fine-Tuning.

AAAI 2022:140-148(2022)

https://doi.org/10.1609/aaai.v36i1.19888

214

Chuanguang Yang, Zhulin An, Linhang Cai, Yongjun Xu

Mutual Contrastive Learning for Visual Representation Learning.

AAAI 2022:3045-3053(2022)

https://doi.org/10.1609/aaai.v36i3.20211

215

Chuanguang Yang, Helong Zhou, Zhulin An, Xue Jiang, Yongjun Xu, Qian Zhang

Cross-Image Relational Knowledge Distillation for Semantic Segmentation.

CVPR 2022:12309-12318(2022)

https://doi.org/10.1109/CVPR52688.2022.01200

216

Chuanguang Yang, Zhulin An, Helong Zhou, Linhang Cai, Xiang Zhi, Jiwen Wu, Yongjun Xu, Qian Zhang

MixSKD: Self-Knowledge Distillation from Mixup for Image Recognition.

ECCV (24) 2022:534-551(2022)

https://doi.org/10.1007/978-3-031-20053-3_31

217

Yanming Chen, Mingrui Shuai, Shubin Lou, Zhulin An, Yiwen Zhang

FPAR: Filter Pruning Via Attention and Rank Enhancement.

ICME 2022:1-6(2022)

https://doi.org/10.1109/ICME52920.2022.9859866

218

Chuanguang Yang, Zhulin An, Yongjun Xu

Localizing Semantic Patches for Accelerating Image Classification.

ICME 2022:1-6(2022)

https://doi.org/10.1109/ICME52920.2022.9859979

219

Guoxin Chen, Yongqing Wang, Jiangli Shao, Boshen Shi, Huawei Shen, Xueqi Cheng

InDNI: An Infection Time Independent Method for Diffusion Network Inference.

CCIR 2022:63-75(2022)

https://doi.org/10.1007/978-3-031-24755-2_6

220

Shicheng Xu, Liang Pang, Huawei Shen, Xueqi Cheng

Match-Prompt: Improving Multi-task Generalization Ability for Neural Text Matching via Prompt Learning.

CIKM 2022:2290-2300(2022)

https://doi.org/10.1145/3511808.3557388