学术论文
数据科学学院教师团队在顶级国际会议上发表的论文（部分）
10月
方一向（数据科学学院副教授）
Linhao Luo, Yixiang Fang, Xin Cao, Xiaofeng Zhang, and Wenjie Zhang, Detecting Communities from Heterogeneous Graphs: A Context Path-based Graph Neural Network Model, Proceedings of the 30th ACM International Conference on Information & Knowledge Management (CIKM) 2021.
https://dl.acm.org/doi/pdf/10.1145/3459637.3482250
方一向（数据科学学院副教授）
Han Zhang, Yu Hao, Xin Cao, Yixiang Fang, Won-Yong Shin, and Wei Wang, Relation Prediction via Graph Neural Network in Heterogeneous Information Networks with Missing Type Information, Proceedings of the 30th ACM International Conference on Information & Knowledge Management (CIKM) 2021.
https://dl.acm.org/doi/pdf/10.1145/3459637.3482384
吴保元（数据科学学院副教授）
Yuezun Li, Yiming Li, Baoyuan Wu, Longkang Li, Ran He, and Siwei Lyu, Invisible Backdoor Attack with Sample-Specific Triggers, IEEE/CVF International Conference on Computer Vision (ICCV) 2021.
https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9711191
吴保元（数据科学学院副教授）
Siyuan Liang, Baoyuan Wu, Yanbo Fan, Xingxing Wei, and Xiaochun Cao, Parallel Rectangle Flip Attack: A Query-based Black-box Attack against Object Detection, IEEE/CVF International Conference on Computer Vision (ICCV) 2021.
https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9711137
吴保元（数据科学学院副教授）
Weiwei Feng, Baoyuan Wu, Tianzhu Zhang, Yong Zhang, and Yongdong Zhang, Meta-Attack: Class-agnostic and Model-agnostic Physical Adversarial Attack, IEEE/CVF International Conference on Computer Vision (ICCV) 2021.
https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9710684
张瑞茂（数据科学学院研究助理教授）
Zhihao Yuan, Xu Yan, Yinghong Liao, Ruimao Zhang, Zhen Li, and Shuguang Cui, InstanceRefer: Cooperative Holistic Understanding for Visual Grounding on Point Clouds through Instance Multi-level Contextual Referring, IEEE/CVF International Conference on Computer Vision (ICCV) 2021.
https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9711198
张瑞茂（数据科学学院研究助理教授）
Teng Wang, Ruimao Zhang, Zhichao Lu, Feng Zheng, Ran Cheng, and Ping Luo, End-to-End Dense Video Captioning with Parallel Decoding. IEEE/CVF International Conference on Computer Vision (ICCV) 2021.
https://openaccess.thecvf.com/content/ICCV2021/papers/Wang_End-to-End_Dense_Video_Captioning_With_Parallel_Decoding_ICCV_2021_paper.pdf
11月
宋彦（数据科学学院副教授）
Han Qin, Yuanhe Tian, and Yan Song, Relation Extraction with Word Graphs from N-grams, Conference on Empirical Methods in Natural Language Processing (EMNLP) 2021.
https://aclanthology.org/2021.emnlp-main.228.pdf
宋彦（数据科学学院副教授）
Han Qin, Guimin Chen, Yuanhe Tian, and Yan Song, Improving Federated Learning for Aspect-based Sentiment Analysis via Topic Memories, Conference on Empirical Methods in Natural Language Processing (EMNLP) 2021.
https://aclanthology.org/2021.emnlp-main.321.pdf
12月
吴保元（数据科学学院副教授）
Zeyu Qin, Yanbo Fan, Hongyuan Zha, and Baoyuan Wu, Random Noise Defense Against Query-Based Black-Box Attacks, Advances in Neural Information Processing Systems (NeurIPS) 2021.
https://proceedings.neurips.cc/paper/2021/file/3eb414bf1c2a66a09c185d60553417b8-Paper.pdf
张大鹏（数据科学学院校长学勤讲座教授）
Zhaoqun Li, Xu Liang, Dandan Fan, Jinxing Li, and David Zhang, BPFNet: A Unified Framework for Bimodal Palmprint Alignment and Fusion, International Conference on Neural Information Processing 2021.
https://arxiv.org/pdf/2110.01179.pdf
数据科学学院教师团队在顶级国际期刊上发表的论文（部分）
10月
陈天石（数据科学学院副教授）
Tianshi Chen and Martin S. Andersen, On semiseparable kernels and efficient implementation for regularized system identification and function estimation. Automatica, Vol. 132, Oct. 2021.
https://reader.elsevier.com/reader/sd/pii/S0005109821002028?token=66424BCF4C3A12B78259B616668BA65B654347560E73267055600798C59E32E7B0A90BAC3C4B60FD260B8A573DC25D3B&originRegion=us-east-1&originCreation=20220414151511
钟叶青（数据科学学院教授）
Yong-Gang Li, Yeh-Ching Chung, Kai Hwang& Li, and Yuejin Li, Virtual Wall: Filtering Rootkit Attacks To Protect Linux Kernel Functions. IEEE Transactions on Computers, Vol. 70, No. 10, Oct. 2021.
https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9186825
罗智泉<香港中文大学（深圳）副校长（学术）、数据科学学院校长学勤讲座教授>
Yun-Bin Zhao and Zhi-Quan Luo, Analysis of Optimal Thresholding Algorithms for Compressed Sensing. Signal Processing, Vol. 187. OCT. 2021.
https://reader.elsevier.com/reader/sd/pii/S0165168421001869?token=66B1F46FFBC1DB4C6494339C4390E752F596DD9EBFF235C6678858BE7903AAC582C967E2E098D749C2A503A46787BF0C&originRegion=us-east-1&originCreation=20220414151420
缪一铭（数据科学学院研究助理教授）
Yixue Hao, Yiming Miao, Min Chen, Hamid Gharavi, and Victor C. M. Leung, 6G Cognitive Information Theory: A Mailbox Perspective. Big Data and Cognitive Computing, Vol.5, No. 4, OCT. 2021.
https://www.mdpi.com/2504-2289/5/4/56/htm
张大鹏（数据科学学院校长学勤讲座教授）
Mu Li, Wangmeng Zuo, Shuhang Gu, Jane You, and David Zhang, Learning Content-Weighted Deep Image Compression. IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 43, No.10, OCT. 2021.
https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9050860
11月
陈天石（数据科学学院副教授）
He Kong, Mao Shan, Salah Sukkarieh, Tianshi Chen, and Wei Zheng, Kalman filtering under unknown inputs and norm constraints. Automatica, Vol. 133, Nov. 2021.
https://reader.elsevier.com/reader/sd/pii/S0005109821003939?token=2D5725754BA07E42ED203B175457D3654F9BA58DE00BAAF57607A3E9E472918EE4F3EED6880311F148D6FC249D6F29F9&originRegion=us-east-1&originCreation=20220414151313
方一向（数据科学学院副教授）
Linhao Luo, Yixiang Fang, Xin Cao, Xiaofeng Zhang, and Wenjie Zhang, CP-GNN: A Software for Community Detection in Heterogeneous Information Networks. Software Impacts, Vol. 10, Nov. 2021.
https://reader.elsevier.com/reader/sd/pii/S2665963821000725?token=D5CA5D17F85668732295E675B1EFE7DF0796349F5A79C103A752E9B7149DAF5E12D834C793873E7553ACCDABC2E78558&originRegion=us-east-1&originCreation=20220414151129
李海洲<数据科学学院副院长（科研）、校长讲座教授>
Yi Zhou, Xiaohai Tian, and Haizhou Li, Language Agnostic Speaker Embedding for Cross-Lingual Personalized Speech Generation. IEEE/ACM Transactions on Audio, Speech, and Language Processing, Vol. 29, Nov. 2021.
https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9606610
杨浩翔（数据科学学院助理教授）
Haoxiang Yang and Harsha Nagarajan, Optimal Power Flow in Distribution Networks Under N – 1 Disruptions: A Multistage Stochastic Programming Approach. INFORMS Journal on Computing, Vol. 34, No. 2, Nov. 2021.
https://pubsonline.informs.org/doi/epdf/10.1287/ijoc.2021.1080
罗智泉<香港中文大学（深圳）副校长（学术）、数据科学学院校长学勤讲座教授>
Siddharth Roheda, Hamid Krim, Zhi-Quan Luo, and Tianfu Wu, Event Driven Sensor Fusion. Signal Processing, Vol. 188, Issue C, Nov. 2021.
https://reader.elsevier.com/reader/sd/pii/S0165168421002784?token=3EF0D9A8D4C71A029553C230BA38F5AB55D7BCF2EDA9E372A7C27F75FFA5E3193A045D15D8D98F6E6B77637B7BD7C847&originRegion=us-east-1&originCreation=20220414150956
李兆媛（数据科学学院助理教授）
Longda Tong, Song Yin, Dongdong Hu, and Zhaoyuan Li, Predicting Enterprise Performance by Network-Based Risk Profiling Approach. International Journal of Economics, Finance and Management Sciences, Vol. 9, No. 6, Dec. 2021.
https://www.sciencepublishinggroup.com/journal/paperinfo?journalid=173&paperId=10064061
12月
罗智泉<香港中文大学（深圳）副校长（学术）、数据科学学院校长学勤讲座教授>
Weikun Chen, Ya-Feng Liu, Antonio De Domenico, Zhi-Quan Luo, and Yu-Hong Dai, Optimal Network Slicing for Service-Oriented Networks with Flexible Routing and Guaranteed E2E Latency. IEEE Transactions on Network and Service Management, Vol. 18, No. 4, Dec. 2021.
https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9448298
方一向（数据科学学院副教授）
Chenhao Ma, Yixiang Fang, Reynold Cheng, Laks Lakshmanan, Wenjie Zhang, and Xuemin Lin, On Directed Densest Subgraph Discovery. ACM Transactions on Database Systems, Vol. 46, No. 4, Dec. 2021.
https://dl.acm.org/doi/fullHtml/10.1145/3483940
张大鹏（数据科学学院校长学勤讲座教授）
Yuanrong Xu, Yao Lu, Fanglin Chen, Guangming Lu, and David Zhang, High Resolution Fingerprint Retrieval Based on Pore Indexing and Graph Comparison. IEEE Transactions on Information Forensics and Security, Vol. 17, Dec. 2021.
https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9664544
张大鹏（数据科学学院校长学勤讲座教授）
Mixiao Hou, Zheng Zhang, Cao Qi, David Zhang, and Guangming Lu, Multi-view Speech Emotion Recognition via Collective Relation Construction. IEEE/ACM Transactions on Audio, Speech, and Language Processing, Vol. 30, Dec. 2021.
https://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=9645304
张瑞茂（数据科学学院研究助理教授）
Yuying Ge, Ruimao Zhang, and Ping Luo, MetaCloth: Learning Unseen Tasks of Dense Fashion Landmark Detection From a Few Samples. IEEE Transactions on Image Processing, Vol. 31, Dec. 2021.
https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9642430
张大鹏（数据科学学院校长学勤讲座教授）
Qianting Pang, Yuanrong Xu, Fanglin Chen, Guangming Lu, and David Zhang, Hierarchical Pore-Based High-Resolution Fingerprint Indexing. IEEE Transactions on Instrumentation and Measurement, Vol. 71, Jan. 2022.
https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9695418
作为早期访问文章发表的论文
10月
樊继聪（数据科学学院研究助理教授）
Jicong Fan, Tommy Chow, and Joe Qin, Kernel Based Statistical Process Monitoring and Fault Detection in the Presence of Missing Data. IEEE Transactions on Industrial Informatics, OCT. 2021.
https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9568741
11月
李肖（数据科学学院助理教授）
Xiao Li, Zhihui Zhu, Qiuwei Li, and Kai Liu, A Provable Splitting Approach for Symmetric Nonnegative Matrix Factorization. IEEE Transactions on Knowledge and Data Engineering, Nov. 2021.
https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9606619
濮实（数据科学学院助理教授）
Shi Pu, Alexander Olshevsky, and Ioannis Ch. Paschalidis, A Sharp Estimate on the Transient Time of Distributed Stochastic Gradient Descent. IEEE Transactions on Automatic Control, Nov. 2021.
https://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=9609587
高品（数据科学学院助理教授）
Pin Gao, Xiaoshuai Fan, Yangguang Huang, and Ying-Ju Chen, Resource Allocation Among Competing Innovators. Management Science, Nov. 2021.
https://pubsonline.informs.org/doi/epdf/10.1287/mnsc.2021.4167
王子卓（数据科学学院助理院长、副教授）
Jiali Huang, Ankur Mani, and Zizhuo Wang, The Value of Price Discrimination in Large Random Networks. Management Science, Nov. 2021.
https://dl.acm.org/doi/pdf/10.1145/3328526.3329617
被国际顶级期刊收录的论文（部分）
9月
王子卓（数据科学学院助理院长、副教授）
Kameng Nip, Changjun Wang, and Zizhuo Wang, Competitive and Cooperative Assortment Games under Markov Chain Choice Model. Production and Operations Management, to appear in Vol. 31, No. 3 Mar. 2022
https://onlinelibrary.wiley.com/doi/epdf/10.1111/poms.13593
11月
杨浩翔（数据科学学院助理教授）
Haoxiang Yang, David Morton, and Daniel Duque, Optimizing Diesel Fuel Supply Chain Operations to Mitigate Power Outages for Hurricane Relief. IISE Transactions, to appear in Mar. 2022.
https://www.tandfonline.com/doi/epub/10.1080/24725854.2021.2021461?needAccess=true