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Du Nan
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2020 – today
- 2023
[j30]Li-Wei Chen
, Ziang Chen, Werner Schindler, Xianyue Zhao, Heidemarie Schmidt, Nan Du, Ilia Polian:
On Side-Channel Analysis of Memristive Cryptographic Circuits. IEEE Trans. Inf. Forensics Secur. 18: 463-476 (2023)- [i38]Ke Hu, Tara N. Sainath, Bo Li, Nan Du, Yanping Huang, Andrew M. Dai, Yu Zhang, Rodrigo Cabrera, Zhifeng Chen, Trevor Strohman:
Massively Multilingual Shallow Fusion with Large Language Models. CoRR abs/2302.08917 (2023) - [i37]Tao Lei, Junwen Bai, Siddhartha Brahma, Joshua Ainslie, Kenton Lee, Yanqi Zhou, Nan Du, Vincent Y. Zhao, Yuexin Wu, Bo Li, Yu Zhang, Ming-Wei Chang:
Conditional Adapters: Parameter-efficient Transfer Learning with Fast Inference. CoRR abs/2304.04947 (2023) - [i36]Rohan Anil, Andrew M. Dai, Orhan Firat, Melvin Johnson, Dmitry Lepikhin, Alexandre Passos, Siamak Shakeri, Emanuel Taropa, Paige Bailey, Zhifeng Chen, Eric Chu, Jonathan H. Clark, Laurent El Shafey, Yanping Huang, Kathy Meier-Hellstern, Gaurav Mishra, Erica Moreira, Mark Omernick, Kevin Robinson, Sebastian Ruder, Yi Tay, Kefan Xiao, Yuanzhong Xu, Yujing Zhang, Gustavo Hernández Ábrego, Junwhan Ahn, Jacob Austin, Paul Barham, Jan A. Botha, James Bradbury, Siddhartha Brahma, Kevin Brooks, Michele Catasta, Yong Cheng, Colin Cherry, Christopher A. Choquette-Choo, Aakanksha Chowdhery, Clément Crepy, Shachi Dave, Mostafa Dehghani, Sunipa Dev, Jacob Devlin, Mark Díaz, Nan Du, Ethan Dyer, Vladimir Feinberg, Fangxiaoyu Feng, Vlad Fienber, Markus Freitag, Xavier Garcia, Sebastian Gehrmann, Lucas Gonzalez, et al.:
PaLM 2 Technical Report. CoRR abs/2305.10403 (2023) - [i35]Sang Michael Xie, Hieu Pham, Xuanyi Dong, Nan Du, Hanxiao Liu, Yifeng Lu, Percy Liang, Quoc V. Le, Tengyu Ma, Adams Wei Yu:
DoReMi: Optimizing Data Mixtures Speeds Up Language Model Pretraining. CoRR abs/2305.10429 (2023) - [i34]Wuyang Chen, Yanqi Zhou, Nan Du, Yanping Huang, James Laudon, Zhifeng Chen, Claire Cui:
Lifelong Language Pretraining with Distribution-Specialized Experts. CoRR abs/2305.12281 (2023) - [i33]Sheng Shen, Le Hou, Yanqi Zhou, Nan Du, Shayne Longpre, Jason Wei, Hyung Won Chung, Barret Zoph, William Fedus, Xinyun Chen, Tu Vu, Yuexin Wu, Wuyang Chen, Albert Webson, Yunxuan Li, Vincent Zhao, Hongkun Yu, Kurt Keutzer, Trevor Darrell, Denny Zhou:
Flan-MoE: Scaling Instruction-Finetuned Language Models with Sparse Mixture of Experts. CoRR abs/2305.14705 (2023) - 2022
- [j29]Ying Shen, Dagang Li, Du Nan:
Modeling path information for knowledge graph completion. Neural Comput. Appl. 34(3): 1951-1961 (2022) - [c108]Jason Wei, Maarten Bosma, Vincent Y. Zhao, Kelvin Guu, Adams Wei Yu, Brian Lester, Nan Du, Andrew M. Dai, Quoc V. Le:
Finetuned Language Models are Zero-Shot Learners. ICLR 2022 - [c107]Nan Du, Yanping Huang, Andrew M. Dai, Simon Tong, Dmitry Lepikhin, Yuanzhong Xu, Maxim Krikun, Yanqi Zhou, Adams Wei Yu, Orhan Firat, Barret Zoph, Liam Fedus, Maarten P. Bosma, Zongwei Zhou, Tao Wang, Yu Emma Wang, Kellie Webster, Marie Pellat, Kevin Robinson, Kathleen S. Meier-Hellstern, Toju Duke, Lucas Dixon, Kun Zhang, Quoc V. Le, Yonghui Wu, Zhifeng Chen, Claire Cui:
GLaM: Efficient Scaling of Language Models with Mixture-of-Experts. ICML 2022: 5547-5569 - [c106]Hao Cai, Ziang Chen, Xianyue Zhao, Christopher Bengel, Feng Liu, Heidemarie Schmidt, Stephan Menzel, Nan Du:
Realization of Memristor-aided Logic Gates with Analog Memristive Devices. MOCAST 2022: 1-4 - [c105]Yanqi Zhou, Tao Lei, Hanxiao Liu, Nan Du, Yanping Huang, Vincent Zhao, Andrew M. Dai, Zhifeng Chen, Quoc V. Le, James Laudon:
Mixture-of-Experts with Expert Choice Routing. NeurIPS 2022 - [i32]Barret Zoph, Irwan Bello, Sameer Kumar, Nan Du, Yanping Huang, Jeff Dean, Noam Shazeer, William Fedus:
Designing Effective Sparse Expert Models. CoRR abs/2202.08906 (2022) - [i31]Yanqi Zhou, Tao Lei, Hanxiao Liu, Nan Du, Yanping Huang, Vincent Y. Zhao, Andrew M. Dai, Zhifeng Chen, Quoc Le, James Laudon:
Mixture-of-Experts with Expert Choice Routing. CoRR abs/2202.09368 (2022) - [i30]Aakanksha Chowdhery, Sharan Narang, Jacob Devlin, Maarten Bosma, Gaurav Mishra, Adam Roberts, Paul Barham, Hyung Won Chung, Charles Sutton, Sebastian Gehrmann, Parker Schuh, Kensen Shi, Sasha Tsvyashchenko, Joshua Maynez, Abhishek Rao, Parker Barnes, Yi Tay, Noam Shazeer, Vinodkumar Prabhakaran, Emily Reif, Nan Du, Ben Hutchinson, Reiner Pope, James Bradbury, Jacob Austin, Michael Isard, Guy Gur-Ari, Pengcheng Yin, Toju Duke, Anselm Levskaya, Sanjay Ghemawat, Sunipa Dev, Henryk Michalewski, Xavier Garcia, Vedant Misra, Kevin Robinson, Liam Fedus, Denny Zhou, Daphne Ippolito, David Luan, Hyeontaek Lim, Barret Zoph, Alexander Spiridonov, Ryan Sepassi, David Dohan, Shivani Agrawal, Mark Omernick, Andrew M. Dai, Thanumalayan Sankaranarayana Pillai, Marie Pellat, Aitor Lewkowycz, Erica Moreira, Rewon Child, Oleksandr Polozov, Katherine Lee, Zongwei Zhou, Xuezhi Wang, Brennan Saeta, Mark Diaz, Orhan Firat, Michele Catasta, Jason Wei, Kathy Meier-Hellstern, Douglas Eck, Jeff Dean, Slav Petrov, Noah Fiedel:
PaLM: Scaling Language Modeling with Pathways. CoRR abs/2204.02311 (2022) - [i29]Sahitya Yarragolla, Nan Du, Torben Hemke, Xianyue Zhao, Ziang Chen, Ilia Polian, Thomas Mussenbrock:
Physics inspired compact modelling of BiFeO$_3$ based memristors for hardware security applications. CoRR abs/2210.03465 (2022) - [i28]Shunyu Yao, Jeffrey Zhao, Dian Yu, Nan Du, Izhak Shafran, Karthik Narasimhan, Yuan Cao:
ReAct: Synergizing Reasoning and Acting in Language Models. CoRR abs/2210.03629 (2022) - [i27]Minhui Zou, Nan Du, Shahar Kvatinsky:
Review of security techniques for memristor computing systems. CoRR abs/2212.09347 (2022) - 2021
- [j28]Qing Cao, Nan Du, Li Yu, Ming Zuo, Jingsheng Lin, Nathan Liu, Erheng Zhong, Zizhu Liu, Qiaoran Chen, Ying Shen, Kang Chen:
Practical fine-grained learning based anomaly classification for ECG image. Artif. Intell. Medicine 119: 102130 (2021) - [j27]Chuandong Yu, Nan Du:
Analysis of Landscape Ecological Planning Based on the High-Order Multiwavelet Neural Network Algorithm. Comput. Intell. Neurosci. 2021: 9420532:1-9420532:8 (2021) - [j26]Nan Du, Qing Cao, Li Yu, Nathan Liu, Erheng Zhong, Zizhu Liu, Ying Shen, Kang Chen:
FM-ECG: A fine-grained multi-label framework for ECG image classification. Inf. Sci. 549: 164-177 (2021) - [j25]Hanshen Xiao, Nan Du, Zhikang Wang, Guoqiang Xiao:
Wrapped ambiguity Gaussian mixed model with applications in sparse sampling based multiple parameter estimation. Signal Process. 179: 107825 (2021) - [j24]Nan Du, Hesuan Hu:
Robust Deadlock Detection and Control of Automated Manufacturing Systems With Multiple Unreliable Resources Using Petri Nets. IEEE Trans Autom. Sci. Eng. 18(4): 1790-1802 (2021) - [j23]Xiaowei Jia, Xiaoyi Li, Nan Du, Yuan Zhang, Vishrawas Gopalakrishnan, Guangxu Xun, Aidong Zhang:
Tracking Community Consistency in Dynamic Networks: An Influence-Based Approach. IEEE Trans. Knowl. Data Eng. 33(2): 782-795 (2021) - [c104]Ilia Polian, Frank Altmann, Tolga Arul, Christian Boit, Ralf Brederlow, Lucas Davi, Rolf Drechsler, Nan Du, Thomas Eisenbarth, Tim Güneysu, Sascha Hermann, Matthias Hiller, Rainer Leupers, Farhad Merchant, Thomas Mussenbrock, Stefan Katzenbeisser, Akash Kumar, Wolfgang Kunz, Thomas Mikolajick, Vivek Pachauri, Jean-Pierre Seifert, Frank Sill Torres, Jens Trommer:
Nano Security: From Nano-Electronics to Secure Systems. DATE 2021: 1334-1339 - [c103]Kishlay Jha, Guangxu Xun, Nan Du, Aidong Zhang:
Knowledge-Guided Efficient Representation Learning for Biomedical Domain. KDD 2021: 3077-3085 - [c102]Hitesh Khandelwal, Viet Ha-Thuc, Avishek Dutta, Yining Lu, Nan Du, Zhihao Li, Qi Hu:
Jointly Optimize Capacity, Latency and Engagement in Large-scale Recommendation Systems. RecSys 2021: 559-561 - [c101]Hussam Amrouch, Nan Du, Anteneh Gebregiorgis, Said Hamdioui, Ilia Polian:
Towards Reliable In-Memory Computing: From Emerging Devices to Post-von-Neumann Architectures. VLSI-SoC 2021: 1-6 - [i26]Aryan Arbabi, Mingqiu Wang, Laurent El Shafey, Nan Du, Izhak Shafran:
R2D2: Relational Text Decoding with Transformers. CoRR abs/2105.04645 (2021) - [i25]Jason Wei, Maarten Bosma, Vincent Y. Zhao, Kelvin Guu, Adams Wei Yu, Brian Lester, Nan Du, Andrew M. Dai, Quoc V. Le:
Finetuned Language Models Are Zero-Shot Learners. CoRR abs/2109.01652 (2021) - [i24]Nan Du, Yanping Huang, Andrew M. Dai, Simon Tong, Dmitry Lepikhin, Yuanzhong Xu, Maxim Krikun, Yanqi Zhou, Adams Wei Yu, Orhan Firat, Barret Zoph, Liam Fedus, Maarten Bosma, Zongwei Zhou, Tao Wang, Yu Emma Wang, Kellie Webster, Marie Pellat, Kevin Robinson, Kathy Meier-Hellstern, Toju Duke, Lucas Dixon, Kun Zhang, Quoc V. Le, Yonghui Wu, Zhifeng Chen, Claire Cui:
GLaM: Efficient Scaling of Language Models with Mixture-of-Experts. CoRR abs/2112.06905 (2021) - 2020
- [j22]Nan Du, Chuandong Yu, Chee-Yong Kim:
Study on the Effect of Film Therapy on the Frustration Affordability of College Students in Northeast China : based on film industry aesthetics in the age of IT. J. Multim. Inf. Syst. 7(2): 157-164 (2020) - [j21]Nan Du, Hesuan Hu, MengChu Zhou:
A Survey on Robust Deadlock Control Policies for Automated Manufacturing Systems With Unreliable Resources. IEEE Trans Autom. Sci. Eng. 17(1): 389-406 (2020) - [j20]Nan Du, Hesuan Hu, MengChu Zhou:
Robust Deadlock Avoidance and Control of Automated Manufacturing Systems With Assembly Operations Using Petri Nets. IEEE Trans Autom. Sci. Eng. 17(4): 1961-1975 (2020) - [j19]Yaliang Li, Chaochun Liu, Nan Du, Wei Fan, Qi Li, Jing Gao, Chenwei Zhang, Hao Wu:
Extracting Medical Knowledge from Crowdsourced Question Answering Website. IEEE Trans. Big Data 6(2): 309-321 (2020) - [c100]Sheng Shen, Yaliang Li, Nan Du, Xian Wu, Yusheng Xie, Shen Ge, Tao Yang, Kai Wang, Xingzheng Liang, Wei Fan:
On the Generation of Medical Question-Answer Pairs. AAAI 2020: 8822-8829 - [c99]Nan Du, Chuandong Yu:
Research on VR Panoramic Film Shooting Technology Based on Computer Post-Processing. CIPAE 2020: 101-107 - [c98]Nan Du, Chuandong Yu:
Application and Research of VR Virtual Technology in Film and Television Art. CIPAE 2020: 108-114 - [c97]Nan Du, Chuandong Yu:
Research on Special Effects of Film and Television Movies Based on Computer Virtual Production VR Technology. CIPAE 2020: 115-120 - [c96]Chenwei Zhang, Yaliang Li, Nan Du, Wei Fan, Philip S. Yu:
Entity Synonym Discovery via Multipiece Bilateral Context Matching. IJCAI 2020: 1431-1437 - [c95]Yuan Xue, Denny Zhou, Nan Du, Andrew M. Dai, Zhen Xu, Kun Zhang, Claire Cui:
Deep State-Space Generative Model For Correlated Time-to-Event Predictions. KDD 2020: 1552-1562 - [c94]Izhak Shafran, Nan Du, Linh Tran, Amanda Perry, Lauren Keyes, Mark Knichel, Ashley Domin, Lei Huang, Yuhui Chen, Gang Li, Mingqiu Wang, Laurent El Shafey, Hagen Soltau, Justin S. Paul:
The Medical Scribe: Corpus Development and Model Performance Analyses. LREC 2020: 2036-2044 - [c93]Yuan Xue, Nan Du, Anne Mottram, Martin Seneviratne, Andrew M. Dai:
Learning to Select Best Forecast Tasks for Clinical Outcome Prediction. NeurIPS 2020 - [i23]Izhak Shafran, Nan Du, Linh Tran, Amanda Perry, Lauren Keyes, Mark Knichel, Ashley Domin, Lei Huang, Yuhui Chen, Gang Li, Mingqiu Wang, Laurent El Shafey, Hagen Soltau, Justin S. Paul:
The Medical Scribe: Corpus Development and Model Performance Analyses. CoRR abs/2003.11531 (2020) - [i22]Du Nan, Jiayu Shang, Yanni Sun:
ProDOMA: improve PROtein DOMAin classification for third-generation sequencing reads using deep learning. CoRR abs/2009.12591 (2020)
2010 – 2019
- 2019
- [j18]Nan Du, Jiao Chen, Yanni Sun:
Improving the sensitivity of long read overlap detection using grouped short k-mer matches. BMC Genom. 20(S2) (2019) - [j17]Ying Shen, Kaiqi Yuan, Min Yang, Buzhou Tang, Yaliang Li, Nan Du, Kai Lei:
KMR: knowledge-oriented medicine representation learning for drug-drug interaction and similarity computation. J. Cheminformatics 11(1): 22:1-22:16 (2019) - [j16]Nan Du, Chuandong Yu, Chee-Yong Kim:
Application Research on the Evaluation Index System of Visual Anthropology. J. Multim. Inf. Syst. 6(4): 283-292 (2019) - [c92]Yang Deng, Yuexiang Xie, Yaliang Li, Min Yang, Nan Du, Wei Fan, Kai Lei, Ying Shen:
Multi-Task Learning with Multi-View Attention for Answer Selection and Knowledge Base Question Answering. AAAI 2019: 6318-6325 - [c91]Nan Du, Kai Chen, Anjuli Kannan, Linh Tran, Yuhui Chen, Izhak Shafran:
Extracting Symptoms and their Status from Clinical Conversations. ACL (1) 2019: 915-925 - [c90]Congying Xia, Chenwei Zhang, Tao Yang, Yaliang Li, Nan Du, Xian Wu, Wei Fan, Fenglong Ma, Philip S. Yu:
Multi-grained Named Entity Recognition. ACL (1) 2019: 1430-1440 - [c89]Chenwei Zhang, Yaliang Li, Nan Du, Wei Fan, Philip S. Yu:
Joint Slot Filling and Intent Detection via Capsule Neural Networks. ACL (1) 2019: 5259-5267 - [c88]Yang Deng, Yaliang Li, Ying Shen, Nan Du, Wei Fan, Min Yang, Kai Lei:
MedTruth: A Semi-supervised Approach to Discovering Knowledge Condition Information from Multi-Source Medical Data. CIKM 2019: 719-728 - [c87]Nan Du, Mingqiu Wang, Linh Tran, Gang Lee, Izhak Shafran:
Learning to Infer Entities, Properties and their Relations from Clinical Conversations. EMNLP/IJCNLP (1) 2019: 4978-4989 - [c86]Mahdi Kiani, Nan Du, Danilo Bürger, Ilona Skorupa, Ramona Ecke, Stefan E. Schulz, Heidemarie Schmidt:
Electroforming-free BiFeO3 switches for neuromorphic computing: Spike-timing dependent plasticity (STDP) and cycle-number dependent plasticity (CNDP). ICECS 2019: 682-686 - [c85]Nan Du, Mahdi Kiani, Xianyue Zhao, Danilo Bürger, Oliver G. Schmidt, Ramona Ecke, Stefan E. Schulz, Heidemarie Schmidt, Ilia Polian:
Electroforming-free Memristors for Hardware Security Primitives. IVSW 2019: 67-70 - [c84]Ying Shen, Desi Wen, Yaliang Li, Nan Du, Haitao Zheng, Min Yang:
Path-based Attribute-aware Representation Learning for Relation Prediction. SDM 2019: 639-647 - [c83]Fenglong Ma, Yaliang Li, Chenwei Zhang, Jing Gao, Nan Du, Wei Fan:
MCVAE: Margin-based Conditional Variational Autoencoder for Relation Classification and Pattern Generation. WWW 2019: 3041-3048 - [i21]Chenwei Zhang, Yaliang Li, Nan Du, Wei Fan, Philip S. Yu:
SynonymNet: Multi-context Bilateral Matching for Entity Synonyms. CoRR abs/1901.00056 (2019) - [i20]Nan Du, Kai Chen, Anjuli Kannan, Linh Tran, Yuhui Chen, Izhak Shafran:
Extracting Symptoms and their Status from Clinical Conversations. CoRR abs/1906.02239 (2019) - [i19]Congying Xia, Chenwei Zhang, Tao Yang, Yaliang Li, Nan Du, Xian Wu, Wei Fan, Fenglong Ma, Philip S. Yu:
Multi-Grained Named Entity Recognition. CoRR abs/1906.08449 (2019) - [i18]Nan Du, Mingqiu Wang, Linh Tran, Gang Li, Izhak Shafran:
Learning to Infer Entities, Properties and their Relations from Clinical Conversations. CoRR abs/1908.11536 (2019) - [i17]Yuan Xue, Denny Zhou, Nan Du, Andrew M. Dai, Zhen Xu, Kun Zhang, Claire Cui:
Deep Physiological State Space Model for Clinical Forecasting. CoRR abs/1912.01762 (2019) - 2018
- [j15]Lansheng Han, Yongquan Cui, Congying Dou, Nan Du, Shuxia Han, Jingmao You:
Equilibrium Index and Core Node Set of New Social Networks. IEEE Access 6: 9059-9069 (2018) - [j14]Nan Du, Hesuan Hu:
A Robust Prevention Method for Automated Manufacturing Systems With Unreliable Resources Using Petri Nets. IEEE Access 6: 78598-78608 (2018) - [c82]Ying Shen, Kaiqi Yuan, Yaliang Li, Buzhou Tang, Min Yang, Nan Du, Kai Lei:
Drug2Vec: Knowledge-aware Feature-driven Method for Drug Representation Learning. BIBM 2018: 757-800 - [c81]Kai Lei, Daoyuan Chen, Yaliang Li, Nan Du, Min Yang, Wei Fan, Ying Shen:
Cooperative Denoising for Distantly Supervised Relation Extraction. COLING 2018: 426-436 - [c80]Yang Deng, Ying Shen, Min Yang, Yaliang Li, Nan Du, Wei Fan, Kai Lei:
Knowledge as A Bridge: Improving Cross-domain Answer Selection with External Knowledge. COLING 2018: 3295-3305 - [c79]Ye Yuan, Guangxu Xun, Fenglong Ma, Yaqing Wang, Nan Du, Kebin Jia, Lu Su, Aidong Zhang:
MuVAN: A Multi-view Attention Network for Multivariate Temporal Data. ICDM 2018: 717-726 - [c78]Ying Shen, Yang Deng, Jin Zhang, Yaliang Li, Nan Du, Wei Fan, Min Yang, Kai Lei:
IDDAT: An Ontology-Driven Decision Support System for Infectious Disease Diagnosis and Therapy. ICDM Workshops 2018: 1417-1422 - [c77]Yang Li, Nan Du, Samy Bengio:
Time-Dependent Representation for Neural Event Sequence Prediction. ICLR (Workshop) 2018 - [c76]Chenwei Zhang, Yaliang Li, Nan Du, Wei Fan, Philip S. Yu:
On the Generative Discovery of Structured Medical Knowledge. KDD 2018: 2720-2728 - [c75]Shuang Li, Shuai Xiao, Shixiang Zhu, Nan Du, Yao Xie, Le Song:
Learning Temporal Point Processes via Reinforcement Learning. NeurIPS 2018: 10804-10814 - [c74]Ying Shen, Daoyuan Chen, Min Yang, Yaliang Li, Nan Du, Kai Lei:
Ontology Evaluation with Path-based Text-aware Entropy Computation. SIGIR 2018: 881-884 - [c73]Ying Shen, Yang Deng, Min Yang, Yaliang Li, Nan Du, Wei Fan, Kai Lei:
Knowledge-aware Attentive Neural Network for Ranking Question Answer Pairs. SIGIR 2018: 901-904 - [i16]Wentao Zhu, Yufang Huang, Hui Tang, Zhen Qian, Nan Du, Wei Fan, Xiaohui Xie:
AnatomyNet: Deep 3D Squeeze-and-excitation U-Nets for fast and fully automated whole-volume anatomical segmentation. CoRR abs/1808.05238 (2018) - [i15]Yang Deng, Yaliang Li, Nan Du, Wei Fan, Ying Shen, Kai Lei:
When Truth Discovery Meets Medical Knowledge Graph: Estimating Trustworthiness Degree for Medical Knowledge Condition. CoRR abs/1809.10404 (2018) - [i14]Yaliang Li, Liuyi Yao, Nan Du, Jing Gao, Qi Li, Chuishi Meng, Chenwei Zhang, Wei Fan:
Finding Similar Medical Questions from Question Answering Websites. CoRR abs/1810.05983 (2018) - [i13]Sheng Shen, Yaliang Li, Nan Du, Xian Wu, Yusheng Xie, Shen Ge, Tao Yang, Kai Wang, Xingzheng Liang, Wei Fan:
On the Generation of Medical Question-Answer Pairs. CoRR abs/1811.00681 (2018) - [i12]Shuang Li, Shuai Xiao, Shixiang Zhu, Nan Du, Yao Xie, Le Song:
Learning Temporal Point Processes via Reinforcement Learning. CoRR abs/1811.05016 (2018) - [i11]Nan Du, Zhikang Wang, Hanshen Xiao:
Statistical Robust Chinese Remainder Theorem for Multiple Numbers: Wrapped Gaussian Mixture Model. CoRR abs/1811.11339 (2018) - [i10]Yang Deng, Yuexiang Xie, Yaliang Li, Min Yang, Nan Du, Wei Fan, Kai Lei, Ying Shen:
Multi-Task Learning with Multi-View Attention for Answer Selection and Knowledge Base Question Answering. CoRR abs/1812.02354 (2018) - [i9]Chenwei Zhang, Yaliang Li, Nan Du, Wei Fan, Philip S. Yu:
Joint Slot Filling and Intent Detection via Capsule Neural Networks. CoRR abs/1812.09471 (2018) - 2017
- [j13]Nan Du, Yingyu Liang, Maria-Florina Balcan, Manuel Gomez-Rodriguez, Hongyuan Zha, Le Song:
Scalable Influence Maximization for Multiple Products in Continuous-Time Diffusion Networks. J. Mach. Learn. Res. 18: 2:1-2:45 (2017) - [c72]Chenwei Zhang, Nan Du, Wei Fan, Yaliang Li, Chun-Ta Lu, Philip S. Yu:
Bringing semantic structures to user intent detection in online medical queries. IEEE BigData 2017: 1019-1026 - [c71]Nan Du, Hesuan Hu, Yuan Zhou, Yang Liu:
Robust control of automated manufacturing systems with complex structures using Petri Nets. CASE 2017: 364-369 - [c70]Yaliang Li, Nan Du, Chaochun Liu, Yusheng Xie, Wei Fan, Qi Li, Jing Gao, Huan Sun:
Reliable Medical Diagnosis from Crowdsourcing: Discover Trustworthy Answers from Non-Experts. WSDM 2017: 253-261 - [i8]Yang Li, Nan Du, Samy Bengio:
Time-Dependent Representation for Neural Event Sequence Prediction. CoRR abs/1708.00065 (2017) - [i7]Chenwei Zhang, Nan Du, Wei Fan, Yaliang Li, Chun-Ta Lu, Philip S. Yu:
Bringing Semantic Structures to User Intent Detection in Online Medical Queries. CoRR abs/1710.08015 (2017) - 2016
- [b1]Nan Du:
Modeling, Learning, and Inference of High-Dimensional Asynchronous Event Data. Georgia Institute of Technology, Atlanta, GA, USA, 2016 - [j12]Nan Du, Yanni Sun:
Improve homology search sensitivity of PacBio data by correcting frameshifts. Bioinform. 32(17): 529-537 (2016) - [j11]Manuel Gomez-Rodriguez, Le Song, Nan Du, Hongyuan Zha, Bernhard Schölkopf:
Influence Estimation and Maximization in Continuous-Time Diffusion Networks. ACM Trans. Inf. Syst. 34(2): 9:1-9:33 (2016) - [c69]Xiaowei Jia, Xiaoyi Li, Nan Du, Yuan Zhang, Vishrawas Gopalakrishnan, Guangxu Xun, Aidong Zhang:
Influence based analysis of community consistency in dynamic networks. ASONAM 2016: 1-8 - [c68]Hesuan Hu, Yan Yang, Yang Liu, Nan Du:
Critical stages and their identification in large scale automated manufacturing systems via Petri nets. CASE 2016: 413-420 - [c67]Nan Du, Hesuan Hu:
Robust control of Backward Conflict Free Systems with Resources using Petri nets. CASE 2016: 1034-1041 - [c66]Nan Du, Hesuan Hu:
Robust control of Mono-T-Semiflow Processes with resources using Petri nets. CDC 2016: 4778-4784 - [c65]Nan Du, Hesuan Hu:
Robust control of automated manufacturing systems with flexible routes and assembly operations using Petri nets. CDC 2016: 4785-4790 - [c64]Nan Du, Hesuan Hu:
Robust control of automated manufacturing systems with flexibility embedded synchronizations using Petri nets. ECC 2016: 2322-2328 - [c63]Hesuan Hu, Yan Yang, Yang Liu, Nan Du:
Critical stages and their application in large scale automated manufacturing systems via Petri nets. ECC 2016: 2337-2344 - [c62]Chaochun Liu, Huan Sun, Nan Du, Shulong Tan, Hongliang Fei, Wei Fan, Tao Yang, Hao Wu, Yaliang Li, Chenwei Zhang:
Augmented LSTM Framework to Construct Medical Self-Diagnosis Android. ICDM 2016: 251-260 - [c61]Yichen Wang, Bo Xie, Nan Du, Le Song:
Isotonic Hawkes Processes. ICML 2016: 2226-2234 - [c60]Nan Du, Hesuan Hu, Yang Liu:
Robust control of automated manufacturing systems with assembly operations using petri nets. ICRA 2016: 3632-3638 - [c59]Alon Ascoli, Vanessa Senger, Ronald Tetzlaff, Nan Du, Oliver G. Schmidt, Heidemarie Schmidt:
BiFeO3 memristor-based encryption of medical data. ISCAS 2016: 1602-1605 - [c58]Nan Du, Hanjun Dai, Rakshit Trivedi, Utkarsh Upadhyay, Manuel Gomez-Rodriguez, Le Song:
Recurrent Marked Temporal Point Processes: Embedding Event History to Vector. KDD 2016: 1555-1564 - [c57]Yichen Wang, Nan Du, Rakshit Trivedi, Le Song:
Coevolutionary Latent Feature Processes for Continuous-Time User-Item Interactions. NIPS 2016: 4547-4555 - [c56]Chenwei Zhang, Wei Fan, Nan Du, Philip S. Yu:
Mining User Intentions from Medical Queries: A Neural Network Based Heterogeneous Jointly Modeling Approach. WWW 2016: 1373-1384 - [i6]Yusheng Xie, Nan Du, Wei Fan, Jing Zhai, Weicheng Zhu:
Variational hybridization and transformation for large inaccurate noisy-or networks. CoRR abs/1605.06181 (2016) - [i5]Nan Du, Yingyu Liang, Maria-Florina Balcan, Manuel Gomez-Rodriguez, Hongyuan Zha, Le Song:
Scalable Influence Maximization for Multiple Products in Continuous-Time Diffusion Networks. CoRR abs/1612.02712 (2016) - 2015
- [j10]Yuan Zhang, Yue Cheng, Liang Ge, Nan Du, Kebin Jia, Aidong Zhang:
A graph-based integrative method of detecting consistent protein functional modules from multiple data sources.