顾宁

Ning Gu
Ph.D, Professor
School of Computer Science
Fudan University
ninggu@fudan.edu.cn

顾宁，复旦大学计算机科学技术学院教授、博士生导师，中国计算机学会会士，CCF协同计算专委会荣誉主任。长期从事以人为中心的协同计算研究，包括分布式协同、社会化协同和群智协同的理论与技术。围绕上述研究方向，作为负责人先后承担了三项国家自然科学基金重点项目等，成果发表在CSCW、CHI、UbiComp、WWW、TPDS等权威会议和期刊。


Ning Gu received the Ph.D. degree from Institute of Computing Technology, Chinese Academy of Sciences, China, in 1995. He is currently a professor with School of Computer Science, Fudan University, Shanghai, China. His research interests include human-centered cooperative computing, CSCW & social computing, and human computer interaction.

SELECTED PUBLICATIONS
  1. Xiangyao Qi, Qi Lu, Wentao Pan, Yingying Zhao, Rui Zhu, Mingzhi Dong, Yuhu Chang, Qin Lv, Robert P. Dick, Fan Yang, Tun Lu, Ning Gu, and Li Shang, “CASES: A Cognition-Aware Smart Eyewear System for Understanding How People Read,” ACM Interactive Mobile Wearable Ubiquitous Technologies (IMWUT), Vol. 7, No. 3, pp. 1-31, September 2023.
  2. Yingying Zhao, Ning Li, Wentao Pan, Yujiang Wang, Mingzhi Dong, Xianghua Ding, Qin Lv, Robert P. Dick, Dongsheng Li, Fan Yang, Tun Lu, Ning Gu, Li Shang. Unveiling causal attention in dogs' eyes with smart eyewear. ACM Interactive Mobile Wearable & Ubiquitous Technologies (IMWUT), Vol. 6, No. 4, December 2022.
  3. Baoxi Liu, Peng Zhang, Yubo Shu, Zhengqing Guan, Tun Lu, Hansu Gu, Ning Gu. Building a personalized model for social media textual content censorship. The 2022 ACM Conference on Computer Supported Cooperative Work and Social Computing (CSCW), Accepted.
  4. Yutian Lu, Bo Wang, Yingying Zhao, Xiaochen Yang, Lizhe Li, Mingzhi Dong, Qin Lv, Fujian Zhou, Ning Gu, Li Shang. Physics-informed surrogate modeling for hydro-fracture geometry prediction based on deep learning. Energy, 2022, 124139.
  5. Fangyu Yu, Peng Zhang, Xianghua Ding, Tun Lu, Ning Gu. Exploring how workspace awareness cues affect distributed meeting outcome. International Journal of Human-Computer Interaction (IJHCI), 2022, 1-20.
  6. Peng Zhang, Zhengqing Guan, Baoxi Liu, Xianghua Ding, Tun Lu, Ning Gu. Building personalized machine translator based on user-generated textual content. The 2022 ACM Conference on Computer Supported Cooperative Work and Social Computing (CSCW), Accepted.
  7. Yiying Wu, Xianghua Ding, Xuelan Dai, Peng Zhang, Tun Lu, Ning Gu. Alignment work for urban accessibility: A study of how wheelchair users travel in urban spaces. The 2022 ACM Conference on Computer Supported Cooperative Work and Social Computing (CSCW), Accepted.
  8. Fangye Wang, Hansu Gu, Dongsheng Li, Tun Lu, Peng Zhang, Ning Gu. MCRF: Enhancing CTR prediction models via multi-channel feature refinement framework. The 2022 International Conference on Database Systems for Advanced Applications, Accepted.
  9. Peng Zhang, Baoxi Liu, Tun Lu, Xianghua Ding, Hansu Gu, Ning Gu. Jointly predicting future content in multiple social media sites based on multi-task learning. ACM Transactions on Information Systems (TOIS), Accepted.
  10. Zhuo Chen, Baoxi Liu, Peng Zhang, Tun Lu, Ning Gu. A personalized cross-platform post style transfer method based on transformer and Bi-attention mechanism. The 2022 International Conference on Web Search and Data Mining (WSDM), Accepted.
  11. Yingying Zhao, Yuhu Chang, Yutian Lu, Mingzhi Dong, Yujiang Wang, Qin Lv, Robert P. Dick, Fan Yang, Tun Lu, Ning Gu, Li Shang. Do smart glasses dream of sentimental visions? Deep emotionship analysis for eyewear devices. ACM Interactive Mobile Wearable & Ubiquitous Technologies (IMWUT), Vol. 6, No. 1, March 2022.
  12. Peng Zhang, Baoxi Liu, Tun Lu, Xianghua Ding, Hansu Gu, Ning Gu. Jointly predicting future content in multiple social media sites based on multi-task learning. ACM Transactions on Information Systems (TIS), Accepted.
  13. Jiafeng Xia, Dongsheng Li, Hansu Gu, Tun Lu, Peng Zhang and Ning Gu. Incremental graph convolutional network for collaborative filtering. In Thirtieth International Conference on Information and Knowledge Management (Virtual Event, Australia) (CIKM). Association for Computing Machinery, New York, NY, USA.
  14. Peng Zhang, Baoxi Liu, Xianghua Ding, Tun Lu, Hansu Gu, Ning Gu. Studying and understanding characteristics of post-syncing practice and goal in social network sites. ACM Transactions on the Web, 2021, 15(4): 16:1-16:26.
  15. Dongsheng Li, Chao Chen, Tun Lu, Stephen M. Chu, Ning Gu. Mixture matrix approximation for collaborative filtering. IEEE Transactions on Knowledge and Data Engineering (TKDD), 2021, 33(6): 2640-2653.
  16. Yingying Zhao, Mingzhi Dong, Yujiang Wang, Da Feng, Qin Lv, Robert P. Dick, Dongsheng Li, Tun Lu, Ning Gu, Li Shang. A reinforcement-learning-based energy-efficient framework for multi-task video analytics pipeline. IEEE Transactions on Multimedia (TMM), 2021, 24: 2150-2163.
  17. Yuhu Chang, Yingying Zhao, Mingzhi Dong, Yujiang Wang, Yutian Lu, Qin Lv, Robert P. Dick, Tun Lu, Ning Gu, Li Shang. MemX: An Attention-Aware Smart Eyewear System for Personalized Moment Auto-capture. ACM Interactive Mobile Wearable & Ubiquitous Technologies (IMWUT), 2021, 5(2).
  18. Yuhu Chang, Changyang He, Yingying Zhao, Tun Lu, Ning Gu. A high-frame-rate eye-tracking framework for mobile devices. The 2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
  19. Xianghua Ding, Shuhan Wei, Xinning Gui, Ning Gu, Peng Zhang. Data engagement reconsidered: A study of automatic stress tracking technology in use. The 2021 ACM Conference on Human Factors in Computing Systems (CHI).
  20. Zheng Xu, Chaofan Liu, Peng Zhang, Tun Lu, Ning Gu. URIM: Utility-oriented role-centric incentive mechanism design for blockchain-based crowdsensing.The 2021 International Conference on Database Systems for Advanced Applications.
  21. Zhenghao Zhang, Tun Lu, Dongsheng Li, Peng Zhang, Hansu Gu, Ning Gu. SANS: Setwise attentional neural similarity method for few-shot recommendation. The 2021 International Conference on Database Systems for Advanced Applications.
  22. Zheng Xu, Chaofan Liu, Peng Zhang, Tun Lu, Ning Gu. WikiChain: A blockchain-based decentralized wiki framework. Proceedings of the 15th Chinese Conference on Computer Supported Cooperative Work and Social Computing. (CSCW) (Best Paper Award)
  23. Yingying Zhao, Dongsheng Li, Tun Lu, Qin Lv, Ning Gu, Li Shang. Collaborative fault detection for large-scale photovoltaic systems. IEEE Transactions on Sustainable Energy (TSNE). 2020: 2745-2754.
  24. Xianghua Ding, Xinning Gui, xiaojuan Ma, Zhaofei Ding, Yunan Chen. Getting the healthcare we want: The use of online "ask the doctor" platforms in practice. Proceedings of the 2020 CHI Conference on Human Factors in Computing Systems (CHI). 2020, ACM. (CHI2020 Honourable Mention Award)
  25. Yan Xia, Haiyi Zhu, Tun Lu, Peng Zhang, Ning Gu. Exploring antecedents and consequences of toxicity in online discussions: A case study on reddit. The 2020 ACM Conference on Computer Supported Cooperative Work and Social Computing (CSCW), 2020, 108: 1-23.
  26. Peng Zhang, Tun Lu, Baoxi Liu, Hansu Gu, Ning Gu. Understanding social interaction across social network sites. International Journal of Human-Computer Interaction (IJHCI), 2020:1818-1833.
  27. Baoxi Liu, Peng Zhang, Tun Lu, Ning Gu. A reliable cross-site user generated content modeling method based on topic model. Knowledge-Based Systems (KBS), 2020, 209: 106435.
  28. Dongsheng Li, Chao Chen, Zhilin Gong, Tun Lu, Stephen Chu, Ning Gu. Collaborative filtering with noisy ratings. Proceedings of the 2019 SIAM International Conference on Data Mining (ICDM). Society for Industrial and Applied Mathematics, 2019: 747-755.
  29. Dongsheng Li, Chao Chen, Qin Lv, Hansu Gu, Tun Lu, Li Shang, Ning Gu, Stephen M. Chu. AdaError: An adaptive learning rate method for matrix approximation-based collaborative filtering. Proceedings of the 2018 World Wide Web Conference on World Wide Web. International World Wide Web Conferences Steering Committee (WWW), 2018: 741-751.
  30. Peng Zhang, Tun Lu, Hansu Gu, Xianghua Ding, Ning Gu. How do you interact with your old friends on a new site: Understanding social ties among different social network sites. The 12th Chinese Conference on Computer Supported Cooperative Work and Social Computing (CSCW), 2017: 2-9. (Best Paper Award)
  31. Dongsheng Li, Qin Lv, Li Shang, Ning Gu. Efficient privacy-preserving content recommendation for online social communities. Neurocomputing, 2017, 219: 440-454.
  32. Dongsheng Li, Chao Chen, Wei Liu, Tun Lu, Ning Gu, Stephen M. Chu. Mixture-rank matrix approximation for collaborative filtering. Advances in Neural Information Processing Systems (NurIPS). 2017: 477-485.
  33. Peng Zhang, Tun Lu, Hansu Gu, Ning Gu. Identifying User identity across social network sites based on overlapping relationship and social interaction. Proceedings of the 12th Chinese Conference on Computer Supported Cooperative Work and Social Computing (CSCW), ACM, 2017: 25-32.
  34. Haiming Wang, Peng Zhang, Tun Lu, Hansu Gu, Ning Gu. Hybrid recommendation model based on incremental collaborative filtering and content-based algorithms. 2017 IEEE International Conference on Computer Supported Cooperative Work in Design (CSCWD). IEEE, 2017: 337-342.
  35. Haiyang Ding, Peng Zhang, Tun Lu, Hansu Gu, Ning Gu. Credit scoring using ensemble classification based on variable weighting clustering. 2017 IEEE International Conference on Computer Supported Cooperative Work in Design (CSCWD). IEEE, 2017: 509-514.
  36. Xianghua Ding, Patrick C. Shih, Ning Gu. Socially embedded work: A study of wheelchair users performing online crowd work in China. Proceedings of the 2017 ACM Conference on Computer Supported Cooperative Work and Social Computing (CSCW). ACM, 2017: 642-654.
  37. Peng Zhang, Haiyi Zhu, Tun Lu, Hansu Gu, Wenjian Huang, Ning Gu. Understanding relationship overlapping on social network sites: A case study of Weibo and Douban. Proceedings of the ACM on Human-Computer Interaction (CSCW), 2017, 11-18.
  38. Wenjian Huang, Tun Lu, Haiyi Zhu, Guo Li, Ning Gu. Effectiveness of conflict management strategies in peer review process of online collaboration projects. In Proceedings of The 19th ACM Conference on Computer-Supported Cooperative Work and Social Computing (CSCW), San Francisco, USA.
  39. Dongsheng Li, Chao Chen, Qin Lv, Li Shang, Yingying Zhao, Tun Lu, Ning Gu. An algorithm for efficient privacy-preserving item-based collaborative filtering. Future Generation Computer Systems (FGCS), 2016, 55: 311-320.
  40. Eying Wu, Peng Zhang, Tun Lu, Hansu Gu, Ning Gu. Behavior prediction using an improved hidden markov model to support people with disabilities in smart homes. 2016 IEEE International Conference on Computer Supported Cooperative Work in Design (CSCWD). IEEE, 2016: 560-565.
  41. Guo Li, Xiaomu Zhou, Tun Lu, Jiang Yang, Ning Gu. SunForum: Understanding depression in a Chinese online community. In Proceedings of The 19th ACM Conference on Computer-Supported Cooperative Work and Social Computing (CSCW), San Francisco, USA.
  42. Peng Zhang, Hansu Gu, Mike Gartrell, Tun Lu, Dayi Yang, Xianghua Ding, Ning Gu. Group-based latent dirichlet allocation (Group-LDA): Effectiveaudience detection for books in online social media. Knowledge-Based Systems (KBS), 2016.5.10, 105: 134~146.
  43. Yuling Sun, Silvia Lindtner, Xianghua Ding, Tun Lu and Ning Gu. Reliving the past & making a harmonious society today: A study of elderly electronic hackers in China. In Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing (CSCW). ACM, 2015: 44-55. (CSCW 2015 Best Paper)
  44. Guo Li, Haiyi Zhu, Tun Lu, Xianghua Ding,Ning Gu. Is It Good to Be Like Wikipedia?: Exploring the Trade-offs of Introducing Collaborative Editing Model to Q&A Sites. In Proceedings of the 18th ACM Conference on Computer Supported Cooperative Work & Social Computing (CSCW). ACM, 2015: 1080-1091.
  45. Xing Huang, Xianghua Ding, Charlotte P.Lee, Tun Lu and Ning Gu. Meanings and boundaries of scientific software sharing. In Proceedings of ACM Conference on Computer Supported Cooperative Work (CSCW). San Antonio, TX, USA, 423-434.
  46. Tengfei Liu, Xianghua Ding, Silvia Lindtner, Tun Lu, Ning Gu. The collective infrastructural work of electricity: Exploring feedback in a prepay university dorm in China. The ACM International Joint Conference on Pervasive and Ubiquitous Computing (UbiComp), Zurich, Switzerland, 295-304.
  47. Yuling Sun, Xianghua Ding, Silvia Lindtner, Tun Lu, and Ning Gu. Being senior and ICT: a study of seniors using ICT in China. In Proceedings of the 32nd annual ACM conference on Human factors in computing systems (CHI), Toronto, Canada, 3933-3942.
  48. Dongsheng Li, Qin Lv, Li Shang, Ning Gu. Item-based top-N recommendation resilient to aggregated information revelation. Knowledge-Based Systems (KBS), 2014, 67: 290-304.
  49. Huanhuan Xia, Tun Lu, Bin Shao, Guo Li, Xianghua Ding, Ning Gu. A partial replication approach for anywhere anytime mobile commenting. ACM 2014 Conference on Computer Supported Cooperative Work and Social Computing (CSCW), Baltimore, MD, USA, pages 530-541.
  50. Yingying Deng, Tun Lu, Huanhuan Xia, Dongsheng Li, Tiejiang Liu, Xianghua Ding, Ning Gu. AOPUT: A recommendation framework based on social activities and content interests. Computer Supported Cooperative Work in Design (CSCWD), 2013 IEEE 17th International Conference on. IEEE, 2013: 545-550.
  51. Qi Wang, Xianghua Ding, Tun Lu, and Ning Gu. Digitality and Materiality of New Media: Online TV Watching in China. In Proceedings of ACM Conference on Human Factors in Computing Systems (CHI). Austin, TX, USA, 347-356.
  52. Dongsheng Li, Qin Lv, Xing Xie, Li Shang, Huanhuan Xia, Tun Lu, Ning Gu. Interest-based real-time content recommendation in online social communities. Knowledge-Based Systems (KBS), 2012, 28: 1-12.
  53. Qi Wang, Xianghua Ding, Tun Lu, Huanhuan Xia, and Ning Gu. Infrastructural experiences: an empirical study of an online arcade game platform in China. In Proceedings of the ACM 2012 conference on Computer Supported Cooperative Work (CSCW). ACM, Seattle, WA, USA, 583-592.
  54. Dongsheng Li, Qin Lv, Huanhuan Xia, Li Shang, Tun Lu, Ning Gu. Pistis: a privacy-preserving content recommender system for online social communities. IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT). 2011, 1: 79-86.
  55. Dongsheng Li, Qin Lv, Li Shang, Ning Gu. YANA: an efficient privacy-preserving recommender system for online social communities. Proceedings of the 20th ACM international conference on Information and knowledge management. ACM, 2011: 2269-2272.
  56. Bin Shao, Du Li, Tun Lu and Ning Gu. An operational transformation based synchronization protocol for web 2.0 applications. In CSCW 2011: Proceedings of the 2011 ACM Conference on Computer Supported Cooperative Work (CSCW), Hangzhou, China, 2011.
  57. Sili Zhao, Du Li, Tun Lu, and Ning Gu. Back to the future: a hybrid approach to transparent sharing of video games over the internet in real time. In Proceedings of the ACM 2011 conference on Computer supported cooperative work (CSCW). ACM, Hangzhou, China, 187-196.
  58. Bin Shao, Du Li, and Ning Gu. A sequence transformation algorithm for supporting cooperative work on mobile devices. In Proceedings of the 2010 ACM Conference on Computer Supported Cooperative Work (CSCW), Savannah, GA, USA, Feb.6-10, 2010, pp. 159 -168. (Best Paper Nomination)
  59. Bin Shao, Du Li, and Ning Gu. An algorithm for selective undo of any operation in collaborative applications. In Group 2010: Proceedings of Group 2010 Conference (GROUP), Sanibel Island, FL., USA, Nov. 2010, pages 131-140.
  60. Sili Zhao, Du Li, Hansu Gu, Bin Shao, Ning Gu. An approach to sharing legacy TV/Arcade games for real-time collaboration. 29th IEEE International Conference on Distributed Computing Systems, 2009 (ICDCS), Montreal, Canada, June 22-26 ,2009, pp.165-172.
  61. Jiangming Yang, Haixun Wang, Ning Gu, Yiming Liu, Chunsong Wang, Qiwei Zhang. Lock-Free consistency control for web2.0 applicaitons. In Proc. of the 17th International World Wide Web Conference (WWW), Beijing, China, April 21-25, 2008, pp. 725-734.
  62. Ling V. Sun, Ke Jin, Yiming Liu, Wenwei Yang, Xing Xie, Lin Ye, Li Wang, Lin Zhu, Sheng Ding, Yi Su, Jie Zhou, Min Han, Yuan Zhuang, Tian Xu, Xiaohui Wu, Ning Gu, Yang Zhong. PBmice: an integrated database system of piggyBac (PB) insertional mutations and their characterizations in mice. Nucleic Acids Research 36 (Database-Issue), pp. 729-734, 2008.
  63. Liping Gao, Bin Shao, Lin Zhu, Tun Lu, Ning Gu. Maintaining time and space consistencies in hybrid engineering environments: Framework and algorithms. International Journal of Computers in Industry, Vol. 59, Issue 9, Dec. 2008, pp. 894-904, Elsevier.
  64. Ning Gu, Qiwei Zhang Jiangming Yang, et al. DCV: A causality detection approach for large-scale dynamic collaboration environments. In Proc. of the 2007 International ACM Conference on Supporting Group Work (GROUP), Sanibel Island, USA, Nov 2007, pp. 157-166.
  65. Shichao Zhang, Ning Gu, Jiangming Yang. A norm-driven state machine model for collaborative systems. Expert Systems with Applications (ESWA), Vol. 31, No. 4, 2006, pp. 800-807, Elsevier.
  66. Ning Gu, Jiangming Yang, Qiwei Zhang. Consistency maintenance based on the mark & retrace technique in groupware systems. In Proc. of 2005 International ACM SIGGROUP Conference on Supporting Group Work (GROUP), Sanibel Island, Florida, USA, Nov.6-9, 2005, pp. 264-273.
  67. Jiamao Liu, Chenhui Fan, Ning Gu. Web Services Automatic Composition with Minimal Execution Price. 2005 IEEE International Conference of Web services (ICWS), 12-15 July, 2005, Orlando USA, pp. 302-309.
  68. Teng Lv, Ning Gu, Ping Yan. Normal forms for XML documents. Information and Software Technology (IST), Vol. 46, No. 12, pp. 839-846, 2004, Elsevier.