Nan Du

ORCID

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 136

Top Venues

Georgia Institute of Technology, Atlanta, GA, USA (PHD)

Education History

Georgia Institute of Technology, Atlanta, GA, USA

PHD

Publications

Tom Gunter, Zirui Wang, Chong Wang, Ruoming Pang, Andy Narayanan, Aonan Zhang, Bowen Zhang, Chen Chen, Chung-Cheng Chiu, David Qiu, Deepak Gopinath, Dian Ang Yap, Dong Yin, Feng Nan, Floris Weers, Guoli Yin, Haoshuo Huang, Jianyu Wang, Jiarui Lu, John Peebles, Ke Ye, Mark Lee, Nan Du, Qibin Chen, Quentin Keunebroek, Sam Wiseman, Syd Evans, Tao Lei, Vivek Rathod, Xiang Kong, Xianzhi Du, Yanghao Li, Yongqiang Wang, Yuan Gao, Zaid Ahmed, Zhaoyang Xu, Zhiyun Lu, Al Rashid, Albin Madappally Jose, Alec Doane, Alfredo Bencomo, Allison Vanderby, Andrew Hansen, Ankur Jain, Anupama Mann Anupama, Areeba Kamal, Bugu Wu, Carolina Brum, Charlie Maalouf, Chinguun Erdenebileg, Chris Dulhanty, Dominik Moritz, Doug Kang, Eduardo Jimenez, Evan Ladd, Fangping Shi, Felix Bai, Frank Chu, Fred Hohman, Hadas Kotek, Hannah Gillis Coleman, Jane Li, Jeffrey P. Bigham, Jeffery Cao, Jeff Lai, Jessica Cheung, Jiulong Shan, Joe Zhou, John Li, Jun Qin, Karanjeet Singh, Karla Vega, Kelvin Zou, Laura Heckman, Lauren Gardiner, Margit Bowler, Maria Cordell, Meng Cao, Nicole Hay, Nilesh Shahdadpuri, Otto Godwin, Pranay Dighe, Pushyami Rachapudi, Ramsey Tantawi, Roman Frigg, Sam Davarnia, Sanskruti Shah, Saptarshi Guha, Sasha Sirovica, Shen Ma, Shuang Ma, Simon Wang, Sulgi Kim, Suma Jayaram, Vaishaal Shankar, Varsha Paidi, Vivek Kumar, Xin Wang, Xin Zheng, Walker Cheng
Apple Intelligence Foundation Language Models. CoRR (2024)
Feng Liu, Xianyue Zhao, Ziang Chen, Christopher Bengel, Nan Du, Stephan Menzel
Realization of Reading-based Ternary Łukasiewicz Logic using Memristive Devices. ISCAS (2024)
Xianzhi Du, Tom Gunter, Xiang Kong, Mark Lee, Zirui Wang, Aonan Zhang, Nan Du, Ruoming Pang
Revisiting MoE and Dense Speed-Accuracy Comparisons for LLM Training. CoRR (2024)
Yinan Ji, Tony Ka Wah Leung, Xiaolu Dai, Nan Du, Daniel Fu Keung Wong
Gaming disorder: Unraveling the role of problematic affective, cognitive, and executive functioning - A systematic review and meta-analytic structural equation modeling. Comput. Hum. Behav. 159 (2024)
Pengyu Cheng, Tianhao Hu, Han Xu, Zhisong Zhang, Yong Dai, Lei Han, Nan Du
Self-playing Adversarial Language Game Enhances LLM Reasoning. CoRR (2024)
Pengyu Cheng, Yifan Yang, Jian Li, Yong Dai, Tianhao Hu, Peixin Cao, Nan Du, Xiaolong Li
Adversarial Preference Optimization: Enhancing Your Alignment via RM-LLM Game. ACL (Findings) (2024)
Jiawen Xie, Pengyu Cheng, Xiao Liang, Yong Dai, Nan Du
Chunk, Align, Select: A Simple Long-sequence Processing Method for Transformers. ACL (1) (2024)
Xianyue Zhao, Li-Wei Chen, Kefeng Li, Heidemarie Schmidt, Ilia Polian, Nan Du
Memristive True Random Number Generator for Security Applications. Sensors 24 (15) (2024)
Nan Du, Liangbo Xie, Mu Zhou, Wei Gao, Yong Wang, Jiahao Hu
Convex Hull Triangle Mesh-Based Static Mapping in Highly Dynamic Environments. IEEE Trans. Instrum. Meas. 73 (2024)
Ruotian Ma, Xiaolei Wang, Xin Zhou, Jian Li, Nan Du, Tao Gui, Qi Zhang, Xuanjing Huang
Are Large Language Models Good Prompt Optimizers? CoRR (2024)
Brandon McKinzie, Zhe Gan, Jean-Philippe Fauconnier, Sam Dodge, Bowen Zhang, Philipp Dufter, Dhruti Shah, Xianzhi Du, Futang Peng, Floris Weers, Anton Belyi, Haotian Zhang, Karanjeet Singh, Doug Kang, Ankur Jain, Hongyu Hè, Max Schwarzer, Tom Gunter, Xiang Kong, Aonan Zhang, Jianyu Wang, Chong Wang, Nan Du, Tao Lei, Sam Wiseman, Guoli Yin, Mark Lee, Zirui Wang, Ruoming Pang, Peter Grasch, Alexander Toshev, Yinfei Yang
MM1: Methods, Analysis & Insights from Multimodal LLM Pre-training. CoRR (2024)
Anchun Gui, Jian Li, Yong Dai, Nan Du, Han Xiao
Look Before You Leap: Towards Decision-Aware and Generalizable Tool-Usage for Large Language Models. CoRR (2024)
Minhui Zou, Zhenhua Zhu, Tzofnat Greenberg-Toledo, Orian Leitersdorf, Jiang Li, Junlong Zhou, Yu Wang, Nan Du, Shahar Kvatinsky
TDPP: 2-D Permutation-Based Protection of Memristive Deep Neural Networks. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43 (3) (2024)
Li-Wei Chen, Xianyue Zhao, Ziang Chen, Nan Du, Ilia Polian
Side-channel Attacks on Memristive Circuits Under External Disturbances. ATS (2023)
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 (2023)
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 (2023)
Sebastian Brandhofer, Ziang Chen, Li-Wei Chen, Xianyue Zhao, Nan Du, Ilia Polian
Exploring Gate-Diversity Enabled by Reconfigurable Memristive Technology. ICECS (2023)
Feng Liu, Xianyue Zhao, Ziang Chen, Christopher Bengel, Nan Du, Stephan Menzel
Realization of Ternary Łukasiewicz Logic using BiFeO3-based Memristive Devices. ICECS (2023)
Ziang Chen, Li-Wei Chen, Xianyue Zhao, Kefeng Li, Heidemarie Schmidt, Ilia Polian, Nan Du
Power-balanced Memristive Cryptographic Implementation Against Side Channel Attacks. CoRR (2023)
Sang Michael Xie, Hieu Pham, Xuanyi Dong, Nan Du, Hanxiao Liu, Yifeng Lu, Percy S. Liang, Quoc V. Le, Tengyu Ma, Adams Wei Yu
DoReMi: Optimizing Data Mixtures Speeds Up Language Model Pretraining. NeurIPS (2023)
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 (2023)
Yanqi Zhou, Nan Du, Yanping Huang, Daiyi Peng, Chang Lan, Da Huang, Siamak Shakeri, David R. So, Andrew M. Dai, Yifeng Lu, Zhifeng Chen, Quoc V. Le, Claire Cui, James Laudon, Jeff Dean
Brainformers: Trading Simplicity for Efficiency. ICML (2023)
Dun Zeng, Yong Dai, Pengyu Cheng, Tianhao Hu, Wanshun Chen, Nan Du, Zenglin Xu
On Diversified Preferences of Large Language Model Alignment. CoRR (2023)
Yanqi Zhou, Nan Du, Yanping Huang, Daiyi Peng, Chang Lan, Da Huang, Siamak Shakeri, David R. So, Andrew M. Dai, Yifeng Lu, Zhifeng Chen, Quoc V. Le, Claire Cui, James Laudon, Jeff Dean
Brainformers: Trading Simplicity for Efficiency. CoRR (2023)
Christopher Bengel, Feng Liu, Ziang Chen, Xianyue Zhao, Rainer Waser, Heidemarie Schmidt, Nan Du, Stephan Menzel
Ternary Łukasiewicz logic using memristive devices. Neuromorph. Comput. Eng. 3 (4) (2023)
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 (2023)
Ilia Polian, Nan Du, Werner Schindler
Overview of Memristive Cryptography. NEWCAS (2023)
Pengyu Cheng, Jiawen Xie, Ke Bai, Yong Dai, Nan Du
Everyone Deserves A Reward: Learning Customized Human Preferences. CoRR (2023)
Jiawen Xie, Pengyu Cheng, Xiao Liang, Yong Dai, Nan Du
Chunk, Align, Select: A Simple Long-sequence Processing Method for Transformers. CoRR (2023)
Pengyu Cheng, Yifan Yang, Jian Li, Yong Dai, Nan Du
Adversarial Preference Optimization. CoRR (2023)
Nan Du, Yan Yang, Hesuan Hu
Robust deadlock control in automated manufacturing systems with unreliable resources based on an algebraic way. Int. J. Prod. Res. 61 (19) (2023)
Wuyang Chen, Yanqi Zhou, Nan Du, Yanping Huang, James Laudon, Zhifeng Chen, Claire Cui
Lifelong Language Pretraining with Distribution-Specialized Experts. ICML (2023)
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 (2023)
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 (2023)
Wuyang Chen, Yanqi Zhou, Nan Du, Yanping Huang, James Laudon, Zhifeng Chen, Claire Cui
Lifelong Language Pretraining with Distribution-Specialized Experts. CoRR (2023)
Dian Yu, Xiaoyang Wang, Wanshun Chen, Nan Du, Longyue Wang, Haitao Mi, Dong Yu
More Than Spoken Words: Nonverbal Message Extraction and Generation. EMNLP (2023)
Minhui Zou, Zhenhua Zhu, Tzofnat Greenberg-Toledo, Orian Leitersdorf, Jiang Li, Junlong Zhou, Yu Wang, Nan Du, Shahar Kvatinsky
TDPP: Two-Dimensional Permutation-Based Protection of Memristive Deep Neural Networks. CoRR (2023)
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)
Minhui Zou, Nan Du, Shahar Kvatinsky
Review of security techniques for memristor computing systems. CoRR (2022)
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)
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 (2022)
Shunyu Yao, Jeffrey Zhao, Dian Yu, Nan Du, Izhak Shafran, Karthik Narasimhan, Yuan Cao
ReAct: Synergizing Reasoning and Acting in Language Models. CoRR (2022)
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)
Barret Zoph, Irwan Bello, Sameer Kumar, Nan Du, Yanping Huang, Jeff Dean, Noam Shazeer, William Fedus
Designing Effective Sparse Expert Models. CoRR (2022)
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)
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 (2022)
Nan Du, Cheeyong Kim
A Comparative Analysis of the Latest Developments in Art Therapy at Home and Abroad - A Visual Analysis Based on Cite Space. ICHMI (2022)
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 (2022)
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)
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 (2021)
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)
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 (2021)
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) (2021)
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 (2021)
Aryan Arbabi, Mingqiu Wang, Laurent El Shafey, Nan Du, Izhak Shafran
R2D2: Relational Text Decoding with Transformers. CoRR (2021)
Kishlay Jha, Guangxu Xun, Nan Du, Aidong Zhang
Knowledge-Guided Efficient Representation Learning for Biomedical Domain. KDD (2021)
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 (2021)
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) (2021)
Chuandong Yu, Nan Du
Analysis of Landscape Ecological Planning Based on the High-Order Multiwavelet Neural Network Algorithm. Comput. Intell. Neurosci. 2021 (2021)
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)
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 (2021)
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) (2020)
Nan Du, Chuandong Yu
Research on Special Effects of Film and Television Movies Based on Computer Virtual Production VR Technology. CIPAE (2020)
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)
Nan Du, Chuandong Yu
Application and Research of VR Virtual Technology in Film and Television Art. CIPAE (2020)
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) (2020)
Chenwei Zhang, Yaliang Li, Nan Du, Wei Fan, Philip S. Yu
Entity Synonym Discovery via Multipiece Bilateral Context Matching. IJCAI (2020)
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 (2020)
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)
Nan Du, Chuandong Yu
Research on VR Panoramic Film Shooting Technology Based on Computer Post-Processing. CIPAE (2020)
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)
Yuan Xue, Nan Du, Anne Mottram, Martin Seneviratne, Andrew M. Dai
Learning to Select Best Forecast Tasks for Clinical Outcome Prediction. NeurIPS (2020)
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) (2020)
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) (2020)
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)
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)
Chenwei Zhang, Yaliang Li, Nan Du, Wei Fan, Philip S. Yu
Joint Slot Filling and Intent Detection via Capsule Neural Networks. ACL (1) (2019)
Ying Shen, Desi Wen, Yaliang Li, Nan Du, Hai-Tao Zheng, Min Yang
Path-based Attribute-aware Representation Learning for Relation Prediction. SDM (2019)
Chenwei Zhang, Yaliang Li, Nan Du, Wei Fan, Philip S. Yu
SynonymNet: Multi-context Bilateral Matching for Entity Synonyms. CoRR (2019)
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 (2019)
Nan Du, Mingqiu Wang, Linh Tran, Gang Li, Izhak Shafran
Learning to Infer Entities, Properties and their Relations from Clinical Conversations. CoRR (2019)
Nan Du, Kai Chen, Anjuli Kannan, Linh Tran, Yuhui Chen, Izhak Shafran
Extracting Symptoms and their Status from Clinical Conversations. ACL (1) (2019)
Nan Du, Kai Chen, Anjuli Kannan, Linh Tran, Yuhui Chen, Izhak Shafran
Extracting Symptoms and their Status from Clinical Conversations. CoRR (2019)
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)
Yuan Xue, Denny Zhou, Nan Du, Andrew M. Dai, Zhen Xu, Kun Zhang, Claire Cui
Deep Physiological State Space Model for Clinical Forecasting. CoRR (2019)
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) (2019)
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)
Nan Du, Chuandong Yu, Chee-Yong Kim
Application Research on the Evaluation Index System of Visual Anthropology. J. Multim. Inf. Syst. 6 (4) (2019)
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)
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)
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)
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)
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 (2018)
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)
Shuang Li, Shuai Xiao, Shixiang Zhu, Nan Du, Yao Xie, Le Song
Learning Temporal Point Processes via Reinforcement Learning. NeurIPS (2018)
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 (2018)
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)
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 (2018)
Nan Du, Hesuan Hu
A Robust Prevention Method for Automated Manufacturing Systems With Unreliable Resources Using Petri Nets. IEEE Access 6 (2018)
Shuang Li, Shuai Xiao, Shixiang Zhu, Nan Du, Yao Xie, Le Song
Learning Temporal Point Processes via Reinforcement Learning. CoRR (2018)

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Publication Activity (10 Years)

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Nan Du