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1 . Dengjie Yang, Xuehui Yu, Yi Sun, Fuzhen Zhuang, Qing He and Shiwei Ye . BFConv: Improving Convolutional Neural Networks with Buttery Convolution . International Conference on Neural Information Processing (ICONIP), Bali, Indonesia, Dec.8-12, 2021 .

2 . Aiming Hao, Yuecong Min and Xilin Chen . Self-Mutual Distillation Learning for Continuous Sign Language Recognition . IEEE / CVF International Conference on Computer Vision (ICCV), pp. 11303-11312, Montreal, Canada, Oct. 11-17, 2021 .

3 . Chen He, Ruiping Wang and Xilin Chen . A Tale of Two CILs: The Connections Between Class Incremental Learning and Class Imbalanced Learning and Beyond . IEEE / CVF Conference on Computer Vision and Pattern Recognition Workshop on Continual Learning in Computer Vision (CLVision), pp. 3559–3569, Virtual Event, Jun. 19-25, 2021 .

4 . Dalu Feng, Shuang Yang and Shiguang Shan . An Efficient Software for Building Lip Reading Models Without Pains . IEEE International Conference on Multimedia & Expo Workshops (ICMEW), pp. 1-2, Virtual Event, Jul. 5-9, 2021 .

5 . Difei Gao, Ruiping Wang, Ziyi Bai and Xilin Chen . Env-QA: A Video Question Answering Benchmark for Comprehensive Understanding of Dynamic Environments . IEEE / CVF International Conference on Computer Vision (ICCV), pp. 1675-1685, Montreal, Canada, Oct. 11-17, 2021 .

6 . Hao Chen, Fuzhen Zhuang, Li Xiao, Ruifang Zhang, Haiyan Liu, Ling Ma, Huiqin Jiang and Qing He . AMA-GCN: Adaptive Multi-layer Aggregation Graph Convolutional Network for Disease Prediction . International Joint Conference on Artificial Intelligence (IJCAI), pp. 2235-2241, Virtual Event / Montreal, Canada, Aug. 19-27, 2021 .

7 . Hao Lu, Hu Han and S. Kevin Zhou . Dual-GAN: Joint BVP and Noise Modeling for Remote Physiological Measurement . IEEE / CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp. 12404-12413, Virtual Event, Jun. 19-25, 2021 .

8 . Jicheng Li, Pengzhi Gao, Xuanfu Wu, Yang Feng, Zhongjun He, Hua Wu and Haifeng Wang . Mixup Decoding for Diverse Machine Translation . Annal Conference on Empirical Methods in Natural Language Processing (EMNLP), pp. 312-320, Virtual Event / Punta Cana, Dominican Republic, Nov. 7-11, 2021 .

9 . Jiguo Li, Chuanmin Jia, Xinfeng Zhang, Siwei Ma and Wen Gao . Cross Modal Compression: Towards Human-comprehensible Semantic Compression . ACM International Conference on Multimedia (ACM Multimedia), pp. 4230-4238, Chengdu, China, Oct. 20-24, 2021 .

10 . Jingru Gan, Jinchang Luo, Haiwei Wang, Shuhui Wang, Wei He and Qingming Huang . Multimodal Entity Linking: A New Dataset and A Baseline . ACM International Conference on Multimedia (ACM Multimedia), pp. 993-1001, Chengdu, China, Oct. 20-24, 2021 .

11 . Jiwei Xiao, Ruiping Wang and Xilin Chen . Holistic Pose Graph: Modeling Geometric Structure among Objects in a Scene using Graph Inference for 3D Object Prediction . IEEE / CVF International Conference on Computer Vision (ICCV), pp. 12717–12726, Montreal, Canada, Oct. 11-17, 2021 .

12 . Jun Wei, Qin Wang, Zhen Li, Sheng Wang, S. Kevin Zhou and Shuguang Cui . Shallow Feature Matters for Weakly Supervised Object Localization . IEEE / CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp. 12404-12413, Virtual Event, Jun. 19-25, 2021 .

13 . Kangli Zi, Shi Wang, Yanan Cao, Yu Liu, Jicun Li and Cungen Cao . SOM-NCSCM: An Efficient Neural Chinese Sentence Compression Model Enhanced with Self-Organizing Map . Annal Conference on Empirical Methods in Natural Language Processing (EMNLP), pp. 403-415, Virtual Event / Punta Cana, Dominican Republic, Nov. 7-11, 2021 .

14 . Pengbo Liu, Hu Han, Yuanqi Du, Heqin Zhu, Yinhao Li, Feng Gu, Honghu Xiao, Jun Li, Chunpeng Zhao, Li Xiao, Xinbao Wu and S. Kevin Zhou . Deep Learning to Segment Pelvic Bones: Large-scale CT Datasets and Baseline Models . International Conference on Information Processing in Computer- Assisted Interventions (IPCAI), Tokyo, Japan, Jun. 7-8, 2021 .

15 . Qianxiu Hao, Qianqian Xu, Zhiyong Yang and Qingming Huang . Learning Unified Embeddings for Recommendation via Meta-path Semantics . ACM International Conference on Multimedia (ACM Multimedia), pp. 3909–3917, Chengdu, China, Oct. 20-24, 2021 .

16 . Qianxiu Hao, Qianqian Xu, Zhiyong Yang and Qingming Huang . Pareto Optimality for Fairness-constrained Collaborative Filtering . ACM International Conference on Multimedia (ACM Multimedia), pp. 5619–5627, Chengdu, China, Oct. 20-24, 2021 .

17 . Qingping Yang, Yixuan Cao, Hongwei Li and Ping Luo . Numerical Formula Recognition from Tables . ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), pp. 1986-1996, Virtual Event / Singapore, Aug. 14-18, 2021 .

18 . Rongyu Cao, Hongwei Li, Ganbin Zhou and Ping Luo . Towards Document Panoptic Segmentation with Pinpoint Accuracy. Method and Evaluation . International Conference on Document Analysis and Recognition (ICDAR), pp. 3–18, Lausanne, Switzerland, Sep. 5-10, 2021 .

19 . Ruibing Hou, Hong Chang, Bingpeng Ma, Rui Huang and Shiguang Shan . BiCnet-TKS: Learning Efficient Spatial-Temporal Representation for Video Person Re-Identification . IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 2014–2023, Virtual Event, Jun. 19-25, 2021 .

20 . Ruipeng Jia, Yanan Cao, Fang Fang, Yuchen Zhou, Zheng Fang, Yanbing Liu and Shi Wang . Deep Differential Amplifier for Extractive Summarization . Annual Meeting of the Association for Computational Linguistics and International Joint Conference on Natural Language Processing (ACL/IJCNLP), pp. 366-376, Virtual Event, Aug. 1-6, 2021 .

21 . Runchuan Wang, Zhao Zhang, Fuzhen Zhuang, Dehong Gao, Yi Wei and Qing He . Adversarial Domain Adaptation for Cross-lingual Information Retrieval with Multilingual BERT . ACM International Conference on Information and Knowledge Management (CIKM), pp. 3498-3502, Virtual Event / Australia, Nov. 1–5, 2021 .

22 . Ruochen Gao, Yang Gao, Hu Han and S. Kevin Zhou and Bin Lu . Cardiac Event Prediction by Evaluating Variation of Perivascular Adipose Tissue in Serial Coronary CT Angiography . European Congress of Radiology (ECR), Vienna, Mar. 2-6, 2021 .

23 . Ruochen Gao, Zhihui Hou, Jun Li, Hu Han, Bin Lu and S. Kevin Zhou . Joint Coronary Centerline Extraction and Lumen Segmentation from CCTA using CNNTracker and Vascular Graph Convolutional Network . IEEE International Symposium on Biomedical Imaging (ISBI), pp. 1897-1901, Nice, France, Apr. 13-16, 2021 .

24 . Shaolei Zhang and Yang Feng . Universal Simultaneous Machine Translation with Mixture-of-Experts Wait-k Policy . Annal Conference on Empirical Methods in Natural Language Processing (EMNLP), pp. 7306-7317, Virtual Event / Punta Cana, Dominican Republic, Nov. 7-11, 2021 .

25 . Shaolei Zhang and Yang Feng . Modeling Concentrated Cross-Attention for Neural Machine Translation with Gaussian Mixture Model . Annal Conference on Empirical Methods in Natural Language Processing (EMNLP), pp. 1401-1411, Virtual Event / Punta Cana, Dominican Republic, Nov. 7-11, 2021 .

26 . Sijin Wang, Ziwei Yao, Ruiping Wang, Zhongqin Wu and Xilin Chen . FAIEr: Fidelity and Adequacy Ensured Image Caption Evaluation . IEEE / CVF Conference on Computer Vision and Pattern Recognition (CVPR), pp. 14050–14059, Virtual Event, June 19-25, 2021 .

27 . Sixian Zhang, Xinhang Song, Yubing Bai, Weijie Li, Yakui Chu and Shuqiang Jiang . Hierarchical Object-to-zone Graph for Object Navigation . IEEE / CVF International Conference on Computer Vision (ICCV), pages 15130–15140, Montreal, Canada, Oct. 11-17, 2021 .

28 . Tianxin Wang, Fuzhen Zhuang, Zhiqiang Zhang, Daixin Wang, Jun Zhou and Qing He . Low-dimensional Alignment for Cross-Domain Recommendation . ACM International Conference on Information and Knowledge Management (CIKM), pp. 3508-3512, Virtual Event / Australia, Nov. 1–5, 2021 .

29 . Tianyu Zhang, Weiqing Min, Jiahao Yang, Tao Liu, Shuqiang Jiang and Yong Rui . What If We Could Not See? Counterfactual Analysis for Egocentric Action Anticipation . International Joint Conference on Artificial Intelligence (IJCAI), pp. 1316-1322, Virtual Event / Montreal Canada, Aug. 19-26, 2021 .

30 . Wangli Lin, Li Sun, Qiwei Zhong, Can Liu, Jinghua Feng, Xiang Ao and Hao Yang . Online Credit Payment Fraud Detection via Structure-Aware Hierarchical Recurrent Neural Network . International Joint Conference on Artificial Intelligence (IJCAI), pp. 3670-3676, Virtual Event / Montreal Canada, Aug. 19-26, 2021 .

31 . Weijie Li, Xinhang Song, Yubing Bai, Sixian Zhang and Shuqiang Jiang . ION: Instance-level Object Navigation . ACM International Conference on Multimedia (ACM Multimedia), pp. 4343-4352, Chengdu, China, Oct. 20-24, 2021 .

32 . Wenbin Wang, Ruiping Wang and Xilin Chen . Topic Scene Graph Generation by Attention Distillation from Caption . IEEE / CVF International Conference on Computer Vision (ICCV), pp. 15900-15910, Montreal, Canada, Oct. 11-17, 2021 .

33 . Xiang Ao, Xiting Wang,Ling Luo, Ying Qiao, Qing He and Xing Xie . PENS: A Dataset and Generic Framework for Personalized News Headline Generation . Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (ACL/IJCNLP), pp. 82-92, Virtual Event, Aug. 1-6, 2021 .

34 . Xingwu Sun, Yanling Cui, Hongyin Tang, Fuzheng Zhang, Beihong Jin and Shi Wang . Enhancing Document Ranking with Task-adaptive Training and Segmented Token Recovery Mechanism . Annal Conference on Empirical Methods in Natural Language Processing (EMNLP), pp.3570-3579, Virtual Event / Punta Cana, Dominican Republic, Nov. 7-11, 2021 .

35 . Xu Yan, Zhengcong Fei, Zekang Li, Shuhui Wang, Qingming Huang and Qi Tian . Semi-Autoregressive Image Captioning . ACM International Conference on Multimedia (ACM Multimedia), pp. 2708-2716, Chengdu, China, Oct. 20-24, 2021 .

36 . Ying Sun, Hengshu Zhu, Chuan Qin, Fuzhen Zhuang, Qing He and Hui Xiong . Discerning Decision-Making Process of Deep Neural Networks with Hierarchical Voting Transformation . Advances in Neural Information Processing Systems (NeurIPS), Virtual Event, Dec. 6-14, 2021 .

37 . Yu Liu, Shi Wang, Kangli Zi, Jicun Li and Cungen Cao . Knowledge Enhanced Sequential Entity Linking . International Joint Conference on Neural Networks (IJCNN), pp. 1-8, Shenzhen, China, Jul. 18-22, 2021 .

38 . Yuanhang Zhang, Susan Liang, Shuang Yang, Xiao Liu, Zhongqin Wu, Shiguang Shan and Xilin Chen . UniCon: Unified Context Network for Robust Active Speaker Detection . ACM International Conference on Multimedia (ACM Multimedia), pp. 3964-3972, Chengdu, China, Oct. 20-24, 2021 .

39 . Yuanyuan Lyu, Haofu Liao, Heqin Zhu and S. Kevin Zhou . A3DSegNet: Anatomy-aware Artifact Disentanglement and Segmentation Network for Unpaired Segmentation, Artifact Reduction and Modality Translation . International Conference on Information Processing in Medical Imaging (IPMI), pp. 360-372, Virtual Event, Jun. 28-30, 2021 .

40 . Yuecong Min, Aiming Hao, Xiujuan Chai and Xilin Chen . Visual Alignment Constraint for Continuous Sign Language Recognition . IEEE / CVF International Conference on Computer Vision (ICCV), pp. 11542-11551, Montreal, Canada, Oct. 11-17, 2021 .

41 . Yunjia Sun, Jiabei Zeng, Shiguang Shan, Xilin Chen . Cross-Encoder for Unsupervised Gaze Representation Learning . IEEE / CVF International Conference on Computer Vision (ICCV), pp. 3702-3711, Montreal, Canada, Oct. 11-17, 2021 .

42 . Zheng Yuan, Jie Zhang, Yunpei Jia, Chuanqi Tan, Tao Xue and Shiguang Shan . Meta Gradient Adversarial Attack . IEEE / CVF International Conference on Computer Vision (ICCV), pp. 7748-7757, Montreal, Canada, Oct.11-17, 2021 .

43 . Zhengqi Xu, Yixuan Cao, Rongyu Cao, Guoxiang Li. Xuangqiang Liu, Yan Pang, Yangbin Wang, Tianfer Zhang, Allie Cheung, Matten Tan, Lukas Petrikas and Ping Luo . Jura Towards Automatic Compliance Assessment . ACM International Conference on Information and Knowledge Management (CIKM), pp. 4264-4272, Virtual Event / Australia, Nov. 1–5, 2021 .

44 . Zhenliang He, Meina Kan and Shiguang Shan . EigenGAN: Layer-Wise Eigen-Learning for GAN . IEEE/CVF International Conference on Computer Vision (ICCV), pp. 14408-14417, Montreal, Canada, Oct. 11-17, 2021 .

45 . Zhipeng Zhang, Li Xiao, Fuzhen Zhuang, Ling Ma, Yuan Chang, Yuanyuan Wang, Huiqin Jiang and Qing He . An Efficient Polyp Detection Framework with Suspicious Targets Assisted Training . Chinese Conference on Pattern Recognition and Computer Vision (PRCV), pp. 536-547, Beijing, China, Oct.29-Nov.1, 2021 .

46 . Zhipeng Zhang, Qing He, Yuan Chang, Li Xiao, Conghui Ma, Ling Ma, Huiqin Jiang . A Practical Polyp Detecting Model in Colonoscopy Video by Post-processing . International Congress on Image and Signal Processing, BioMedical Engineering and Informatics (CISP-BMEI), Shanghai, China, Oct.23-25, 2021 .

47 . Zhiyong Yang, Qianqian Xu, Shilong Bao, Yuan He, Xiaochun Cao and Qingming Huang . When All We Need is Piece of the Pie: A Generic Framework for Optimizing Two-way Partial AUC . International Conference on Machine Learning (ICML), pp. 11820-11829, Virtual Event, Jul.18-24, 2021 .

48 . Zijun Sun, Xiaoya Li, Xiaofei Sun, Yuxian Meng, Xiang Ao, Qing He, Fei Wu and Jiwei Li . ChineseBERT: Chinese Pretraining Enhanced by Glyph and Pinyin Information . Annual Meeting of the Association for Computational Linguistics and International Joint Conference on Natural Language Processing (ACL/IJCNLP), pp. 2065-2075, Virtual Event, Aug. 1-6, 2021 .

49 . Cungen Cao, Lanxi Hu, Yuefei Sui . R-Calculus for Post Three-valued Description Logic . International Conference on Fuzzy Systems and Data Mining (FSDM), pp. 371 – 378, Virtual Event, Oct. 26-29, 2021 .

50 . Ce Wang, Haimiao Zhang, Qian Li, Kun Shang, Yuanyuan Lyu, Bin Dong and S. Kevin Zhou . Improving Generalizability in Limited-Angle CT Reconstruction with Sinogram Extrapolation . International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), pp.86-96, Virtual Event, Sep.27-Oct.1, 2021 .

51 . Cheng Peng, S. Kevin Zhou, Rama Chellappa . DA-VSR: Domain Adaptable Volumetric Super-Resolution for Medical Images . International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), pp. 75-85, Virtual Event, Sep.27-Oct.1, 2021 .

52 . Han Li, Long Chen, Hu Han, Ying Chi and S. Kevin Zhou . Conditional Training with Bounding Map for Universal Lesion Detection . International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), pp.141-152, Virtual Event, Sep.27-Oct.1, 2021 .

53 . Heqin Zhu, Qingsong Yao, Li Xiao and S. Kevin Zhou . You only Learn Once: Universal Anatomical Landmark Detection . International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), pp.85-95, Virtual Event, Sep.27-Oct.1, 2021 .

54 . Jun Wei, Yiwen Hu, Ruimao Zhang, Zhen Li, S. Kevin Zhou and Shuguang Cui . Shallow Attention Network for Polyp Segmentation . International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), pp. 699-708, Virtual Event, Sep.27-Oct.1, 2021 .

55 . Mengda Guan, Yuanyuan Lyu, Wanyue Cao, Xingwang Wu, Jingjing Lu, S. Kevin Zhou . Perceptual Quality Assessment of Chest Radiograph . International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), pp. 315-324, Virtual Event, Sep.27-Oct.1, 2021 .

56 . Qingsong Yao, Quan Quan, Li Xiao and S. Kevin Zhou . One-shot Medical Landmark Detection . International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), pp. 177-188, Virtual Event, Sep.27-Oct.1, 2021 .

57 . Qingsong Yao, Zecheng He, Yi Lin, Kai Ma, Yefeng Zheng and S. Kevin Zhou . A Hierarchical Feature Constraint to Camouflage Medical Adversarial Attacks . International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), pp. 36-47, Virtual Event, Sep.27-Oct.1, 2021 .

58 . Xinwen Liu, Jing Wang, Feng Liu and S. Kevin Zhou . Universal Undersampled MRI Reconstruction . International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), pp.211-221, Virtual Event, Sep.27-Oct.1, 2021 .

59 . Yuanyuan Lyu, Jiajun Fu, Cheng Peng and S. Kevin Zhou . U-DuDoNet: Unpaired Dual-Domain Network for CT Metal Artifact Reduction . International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI), pp. 296-306, Virtual Event, Sep.27-Oct.1, 2021 .

60 . Can Liu, Li Sun, Xiang Ao, Jinghua Feng, Qing He and Hao Yang . Intention-aware Heterogeneous Graph Attention Networks for Fraud Transactions Detection . ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), pp. 3280-3288, Virtual Event / Singapore, Aug. 14-18, 2021 .

61 . Guoxin Yu, Xiang Ao, Ling Luo, Min Yang, Xiaofei Sun, Jiwei Li and Qing He . Making Flexible Use of Subtasks: A Multiplex Interaction Network for Unified Aspect-based Sentiment Analysis . Annual Meeting of the Association for Computational Linguistics and International Joint Conference on Natural Language Processing (ACL/IJCNLP), pp. 2695-2705, Virtual Event, Aug. 1-6, 2021 .

62 . Lei Shen, Fandong Meng, Jinchao Zhang, Yang Feng and Jie Zhou . GTM: A Generative Triple-wise Model for Conversational Question Generation . Annual Meeting of the Association for Computational Linguistics and International Joint Conference on Natural Language Processing (ACL/IJCNLP), pp.3495-3506, Virtual Event, Aug. 1-6, 2021 .

63 . Wanying Xie, Yang Feng, Shuhao Gu and Dong Yu . Importance-based Neuron Allocation for Multilingual Neural Machine Translation . Annual Meeting of the Association for Computational Linguistics and International Joint Conference on Natural Language Processing (ACL/IJCNLP), pp.5725-5737, Virtual Event, Aug. 1-6, 2021 .

64 . Ya Wang, Cungen Cao, Yuting Cao, Shi Wang . A Property-Based Method for Acquiring Commonsense Knowledge . International Conference on Knowledge Science, Engineering and Management (KSEM), pp.53-65, Tokyo, Japan, Aug. 53-65, 2021 .

65 . Yang Cao, Shi Wang . An Efficient Hybrid Approach to Detecting and Correcting Auxiliary Word Errors in Chinese Text . International Conference on Knowledge Science, Engineering and Management (KSEM), pp.27-40, Tokyo, Japan, Aug. 53-65, 2021 .

66 . Yang Feng, Shuhao Gu, Dengji Guo, Zhengxin Yang and Chenze Shao . Guiding Teacher Forcing with Seer Forcing for Neural Machine Translation . Annual Meeting of the Association for Computational Linguistics and International Joint Conference on Natural Language Processing (ACL/IJCNLP), pp.2862-2872, Virtual Event, Aug. 1-6, 2021 .

67 . Yongchun Zhu, Yudan Liu, Ruobing Xie, Fuzhen Zhuang, Xiaobo Hao, Kaikai Ge, Xu Zhang, Leyu Lin and Juan Cao . Learning to Expand Audience via Meta Hybrid Experts and Critics for Recommendation and Advertising . ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), pp. 4005-4013, Virtual Event / Singapore, Aug. 14-18, 2021 .

68 . Zekang Li, Jinchao Zhang, Zhengcong Fei, Yang Feng, Jie Zhou . Conversations Are Not Flat: Modeling the Dynamic Information Flow across Dialogue Utterances . Annual Meeting of the Association for Computational Linguistics and International Joint Conference on Natural Language Processing (ACL/IJCNLP), pp.128-138, Virtual Event, Aug. 1-6, 2021 .

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 . Annual Meeting of the Association for Computational Linguistics and International Joint Conference on Natural Language Processing (ACL/IJCNLP), pp.1057-1067, Virtual Event, Aug. 1-6, 2021 .

70 . Binzong Geng, Fajie Yuan, Shupeng Wang, Xiang Ao, Ruifeng Xu and Min Yang . Iterative Network Pruning with Adaptive Regularization for Lifelong Sentiment Classification . International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), pp. 1229-1238, Virtual Event, Jul. 11–15, 2021 .

71 . Haoming Li, Feiyang Pan, Xiang Ao, Zhao Yang, Min Lu, Junwei Pan, Dapeng Liu, Lei Xiao and Qing He . Follow the Prophet: Accurate Online Conversion Rate Prediction in the Face of Delayed Feedback . International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), pp. 1915-1919, Virtual Event, Jul. 11–15, 2021 .

72 . Jiao Ou and Yang Feng . Better Learning and Fusing Multi-Granularity Context Representations for Relevant Response Generation . International Joint Conference on Neural Networks (IJCNN), Virtual Event, Jul. 18-22, 2021 .

73 . Jicheng Li, Yang Feng and Jiao Ou . SE-DAE: Style-Enhanced Denoising Auto-Encoder for Unsupervised Text Style Transfer . International Joint Conference on Neural Networks (IJCNN), Virtual Event, Jul. 18-22, 2021 .

74 . Yong Shan, Yang Feng, Chenze Sha . Modeling Coverage for Non-Autoregressive Neural Machine Translation . International Joint Conference on Neural Networks (IJCNN), Virtual Event, Jul. 18-22, 2021 .

75 . Yongchun Zhu, Kaikai Ge, Fuzhen Zhuang, Ruobing Xie, Dongbo Xi, Xu Zhang, Leyu Lin and Qing He . Transfer-Meta Framework for Cross-domain Recommendation to Cold-Start Users . International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), pp. 1813-1817, Virtual Event, Jul. 11–15, 2021 .

76 . Yongchun Zhu, Ruobing Xie, Fuzhen Zhuang, Kaikai Ge, Ying Sun, Xu Zhang, Leyu Lin and Juan Cao . Learning to Warm Up Cold Item Embeddings for Cold-start Recommendation with Meta Scaling and Shifting Networks . International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), pp. 1167-1176, Virtual Event, Jul. 11–15, 2021 .

77 . Shuhao Gu, Yang Feng, Wanying Xie . Pruning-then-Expanding Model for Domain Adaptation of Neural Machine Translation . Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT), pp. 3942-3952, Virtual Event, Jun. 6–11, 2021 .

78 . Chi Xu, Hao Feng, Guoxin Yu, Min Yang, Xiting Wang, Yan Song and Xiang Ao . Discovering Protagonist of Sentiment with Aspect Reconstructed Capsule Network . International Conference on Database Systems for Advanced Applications (DASFAA), pp. 120-135, Virtual Event, Apr. 11-14, 2021 .

79 . Feiyang Pan, Haoming Li, Xiang Ao, Wei Wang, Yanrong Kang, Ao Tan and Qing He . GuideBoot: Guided Bootstrap for Deep Contextual Banditsin Online Advertising . The Web Conference (WWW), pp. 2314-2323, Virtual Event / Ljubljana, Slovenia, Apr. 12-16, 2021 .

80 . Yang Liu, Xiang Ao, Zidi Qin, Jianfeng Chi, Jinghua Feng, Hao Yang and Qing He . Pick and Choose: A GNN-based Imbalanced Learning Approach for Fraud Detection . The Web Conference (WWW), pp. 3168-3177, Virtual Event / Ljubljana, Slovenia, Apr. 12-16, 2021 .

81 . Ying Sun, Fuzhen Zhuang, Hengshu Zhu, Qing He and Hui Xiong . Cost-Effective and Interpretable Job Skill Recommendation with Deep Reinforcement Learning . The Web Conference (WWW), pp. 3827-3838, Virtual Event / Ljubljana, Slovenia, Apr. 12-16, 2021 .

82 . Cheng Peng, Haofu Liao, Gina Wong, Jiebo Luo, S. Kevin Zhou and Rama Chellappa . XraySyn: Realistic View Synthesis from a Single Radiograph Through CT Priors . AAAI Conference on Artificial Intelligence (AAAI), pp. 436-444, Virtual Event, Feb. 2-9, 2021 .

83 . Chunpu Xu, Chengming Li, Ying Shen, Xiang Ao, Ruifeng Xu and Min Yang . Imagine, Reason and Write: Visual Storytelling with Graph Knowledge and Relational Reasoning . AAAI Conference on Artificial Intelligence (AAAI), pp. 3022-3029, Virtual Event, Feb. 2-9, 2021 .

84 . Dongbo Xi, Bowen Song, Fuzhen Zhuang, Yongchun Zhu, Shuai Chen, Tianyi Zhang, Yuan Qi and Qing He . Modeling the Field Value Variations and Field Interactions Simultaneously for Fraud Detection . AAAI Conference on Artificial Intelligence (AAAI), pp. 14957-14965, Virtual Event, Feb. 2-9, 2021 .

85 . Hao Liu, Qiyu Wu, Fuzhen Zhuang, Xinjiang Lu, Dejing Dou and Hui Xiong . Community-Aware Multi-Task Transportation Demand Prediction . AAAI Conference on Artificial Intelligence (AAAI), pp. 320-327, Virtual Event, Feb. 2-9, 2021 .

86 . Lei Chen, Fajie Yuan, Jiaxi Yang, Xiang Ao, Chengming Li and Min Yang . A User-Adaptive Layer Selection Framework for Very Deep Sequential Recommender Models . AAAI Conference on Artificial Intelligence (AAAI), pp. 3984-3991, Virtual Event, Feb. 2-9, 2021 .

87 . Qiang Zhou, Jingjing Gu, Xinjiang Lu, Fuzhen Zhuang, Yanchao Zhao, Qiuhong Wang, and Xiao Zhang . Modeling Heterogeneous Relations across Multiple Modes for Potential Crowd Flow Prediction . AAAI Conference on Artificial Intelligence (AAAI), pp. 4723-4731, Virtual Event, Feb. 2-9, 2021 .

88 . Rongyu Cao and Ping Luo . Extracting Zero-shot Structured Information from Form-like Documents: Pretraining with Keys and Triggers . AAAI Conference on Artificial Intelligence (AAAI), pp. 12612-12620, Virtual Event, Feb. 2-9, 2021 .

89 . Ruipeng Jia, Yanan Cao, Haichao Shi, Fang Fang, Pengfei Yin and Shi Wang . Flexible Non-Autoregressive Extractive Summarization with Threshold: How to Extract a Non-Fixed Number of Summary Sentences . AAAI Conference on Artificial Intelligence (AAAI), pp. 13134-13142, Virtual Event, Feb. 2-9, 2021 .

90 . Shaolei Zhang, Yang Feng and Liangyou Li . Future-Guided Incremental Transformer for Simultaneous Translation . AAAI Conference on Artificial Intelligence (AAAI), pp. 14428-14436, Virtual Event, Feb. 2-9, 2021 .

91 . Ting Jiang, Deqing Wang, Leilei Sun, Huayi Yang, Zhengyang Zhao and Fuzhen Zhuang . LightXML: Transformer with dynamic negative sampling for High-Performance Extreme Multi-label Text Classification . AAAI Conference on Artificial Intelligence (AAAI), pp. 7987-7994, Virtual Event, Feb. 2-9, 2021 .

92 . Yixuan Cao, Feng Hong, Hongwei Li and Ping Luo . A Bottom-Up DAG Structure Extraction Model for Math Word Problems . AAAI Conference on Artificial Intelligence (AAAI), pp. 39-46, Virtual Event, Feb. 2-9, 2021 .

93 . You Hao, Jayaram K. Udupa, Yubing Tong, Caiyun Wu, Hua Li, Joseph M. McDonough, Carina Lott, Catherine Qiu, Nirupa Galagedera, Jason B. Anari, Drew A. Torigian, Patrick J. Cahill . Estimation of the Dynamic Volume of Each Lung via Rapid Limited-slice Dynamic MRI . SPIE Medical Imaging: Physics of Medical Imaging, Virtual Event, Feb. 15-19, 2021 .

期刊

1.Zhiyong Yang, Qianqian Xu, Xiaochun Cao and Qingming HuangTask-Feature Collaborative Learning with Application to Personalized Attribute PredictionIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 43(11): 4094-4110, 2021

2.Bo Zhou, S. Kevin Zhou, James S. Duncan and Chi LiuLimited View Tomographic Reconstruction Using a Cascaded Residual Dense Spatial-Channel Attention Network with Projection Data Fidelity LayerIEEE Transactions on Medical Imaging (TMI), 40(7):1792-1804, 2021

3.Bo Zhou, Zachary Augenfeld, Julius Chapiro, S. Kevin Zhou, Chi Liu and J. S. DuncanAnatomy-guided Multimodal Registration by Learning Segmentation without Ground Truth: Application to Intraprocedural CBCT/MR Liver Segmentation and RegistrationMedical Image Analysis, 71:102041, 2021

4.Chengfeng Xu, Feng Jian, Pengpeng Zhao, Fuzhen Zhuang, Deqing Wang, Yanchi Liu and Victor S. ShengLong- and Short-Term Self-Attention Network for Sequential RecommendationNeurocomputing, 423:580–589, 2021

5.Chunpu Xu, Min Yang, Xiang Ao, Ying Shen, Ruifeng Xu and Jinwen TianRetrieval-enhanced Adversarial Training with Dynamic Memory-augmented Attention for Image Paragraph CaptioningKnowledge-Based Systems, 214:106730, 2021

6.Fengling Mao, Bingpeng Ma, Hong Chang, Shiguang Shan and Xilin ChenLearning Efficient Text to Image Synthesis via Interstage Cross-sample Similarity DistillationSCIENCE CHINA Information Sciences, 64(2): 120102:1-120102:12, 2021

7.Gonglei Shi, Li Xiao, Yang Chen and S. Kevin ZhouMarginal Loss and Exclusion Loss for Partially Supervised Multi-Organ SegmentationMedical Image Analysis, 70: 101979, 2021

8.Guoqing Wang, Hu Han, Shiguang Shan and Xilin ChenUnsupervised Adversarial Domain Adaptation for Cross-domain Face Presentation Attack DetectionIEEE Transactions on Information Forensics and Security (TIFS), 16:56-69, 2021

9.Haochao Ying, Qingyu Song, Jintai Chen, Tingting Liang, Jingjing Gu, Fuzhen Zhuang, Danny Z Chen and Jian WuA Semi-supervised Deep Convolutional Framework for Signet Ring Cell DetectionNeurocomputing 453:347–356, 2021

10.Haomiao Liu, Ruiping Wang, Shiguang Shan amd Xilin ChenWhat is Tabby? Interpretable Model Decisions by Learning Attribute-based Classification CriteriaIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 43(5):1791–1807, 2021

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