Wei Wei

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Publications

    2020

  1. Differentiable Top-k Operator with Optimal Transport
    Yujia Xie, Hanjun Dai, Minshuo Chen, Bo Dai, Tuo Zhao, Hongyuan Zha, Wei Wei, and Tomas Pfister
    arXiv preprint arXiv 2020
  2. Instanas: Instance-aware neural architecture search
    An-Chieh Cheng, Chieh Hubert Lin, Da-Cheng Juan, Wei Wei, and Min Sun
    Association for the Advancement of Artificial Intelligence (AAAI) 2020

    3. 2019

  3. Overcoming Catastrophic Forgetting by Generative Regularization
    Patrick H Chen, Wei Wei, Hsieh Cho-jui, and Bo Dai
    arXiv preprint arXiv 2019
  4. Learning with Hierarchical Complement Objective
    Hao-Yun Chen, Li-Huang Tsai, Shih-Chieh Chang, Jia-Yu Pan, Yu-Ting Chen, Wei Wei, and Da-Cheng Juan
    arXiv preprint arXiv 2019
  5. Table-to-Text Natural Language Generation with Unseen Schemas
    Tianyu Liu, Wei Wei, and William Yang Wang
    arXiv preprint arXiv 2019
  6. QoS-aware Neural Architecture Search
    An-Chieh Cheng, Chieh Hubert Lin, Da-Cheng Juan, Wei Wei, and Min Sun
    Neural Information Processing Systems (NeurIPS), Workshop on ML for Systems 2019
  7. Natural adversarial sentence generation with gradient-based perturba-tion
    Yu-Lun Hsieh, Minhao Cheng, Da-Cheng Juan, Wei Wei, Wen-Lian Hsu, and Cho-Jui Hsieh
    arXiv preprint 2019
  8. Abstract reasoning with distractingfeatures
    Kecheng Zheng, Zhengjun Zha, and Wei Wei
    Neural Information Processing Systems (NeurIPS) 2019
  9. Meta architecture search
    Albert Shaw, Weiyang Liu, Wei Wei, Bo Dai, and Le Song
    Neural Information Processing Systems (NeurIPS) 2019
  10. Reinforcement learning driven heuristic optimization
    Qingpeng Cai, Will Hang, Azalia Mirhoseini, George Tucker, Jingtao Wang, and Wei Wei
    Knowledge Discovery and Data Mining (KDD) Workshop on Deep Reinforcement Learning for Knowledge Discovery 2019
  11. Hierarchical lstm: Modeling temporal dynamics and taxonomy in location-based mobile check-ins
    Chun-Hao Liu, Da-Cheng Juan, Xuan-An Tseng, Wei Wei, Yu-Ting Chen, Jia-YuPan, and Shih-Chieh Chang
    Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD) 2019
  12. On the robustness of self-attentive models
    Yu-Lun Hsieh, Minhao Cheng, Da-Cheng Juan, Wei Wei, Wen-Lian Hsu, and Cho-Jui Hsieh
    Annual Meeting of the Association for Computational Linguistics (ACL) 2019, long paper
  13. Coco-gan: Generation by parts via conditional coordinating
    Chieh Hubert Lin, Chia-Che Chang, Yu-Sheng Chen, Da-Cheng Juan, Wei Wei, and Hwann-Tzong Chen
    International Conference on Computer Vision (ICCV) 2019, oral presentation
  14. Improving adversarial robustness via guided complement entropy
    Hao-Yun Chen, Jhao-Hong Liang, Shih-Chieh Chang, Jia-Yu Pan, Yu-Ting Chen, Wei Wei, and Da-Cheng Juan
    International Conference on Computer Vision (ICCV) 2019
  15. Evaluating and enhancing the robustness of dialogue systems: A casestudy on a negotiation agent
    Minhao Cheng, Wei Wei, and Cho-Jui Hsieh
    North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT) 2019
  16. A hierarchical attentionretrieval model for healthcare question answering
    Ming Zhu, Aman Ahuja, Wei Wei, and Chandan K Reddy
    The World Wide Web Conference (WWW) 2019
  17. Complement objective training
    Hao-Yun Chen, Pei-Hsin Wang, Chun-Hao Liu, Shih-Chieh Chang, Jia-Yu Pan, Yu-Ting Chen, Wei Wei, and Da-Cheng Juan
    International Conference on Learning Representations (ICLR) 2019
  18. Policy certificates:Towards accountable reinforcement learning
    Christoph Dann, Lihong Li, Wei Wei, and Emma Brunskill
    International Conference on Machine Learning (ICML) 2019

    19. 2018

  19. Searching toward pareto-optimal device-aware neural architectures
    An-Chieh Cheng, Jin-Dong Dong, Chi-Hung Hsu, Shu-Huan Chang, Min Sun, Shih-Chieh Chang, Jia-Yu Pan, Yu-Ting Chen, Wei Wei, and Da-Cheng Juan
    International Conference on Computer-Aided Design (ICCAD) 2018
  20. Escaping from collapsing modes in a constrained space
    Chia-Che Chang, Chieh Hubert Lin, Che-Rung Lee, Da-Cheng Juan, Wei Wei, and Hwann-Tzong Chen
    European Conference on Computer Vision (ECCV) 2018
  21. Policy certificates: Towards accountable reinforcement learning
    Christoph Dann, Lihong Li, Wei Wei, and Emma Brunskill
    Neural Information Processing Systems (NeurIPS) Workshop on Ethical, Social and Governance Issues in AI 2018
  22. Monas: Multi-objective neural architecture search using reinforcement learning
    Chi-Hung Hsu, Shu-Huan Chang, Jhao-Hong Liang, Hsin-Ping Chou, Chun-HaoLiu, Shih-Chieh Chang, Jia-Yu Pan, Yu-Ting Chen, Wei Wei, and Da-Cheng Juan
    arXiv preprint 2018
  23. Dpp-net: Device-aware progressive search for pareto-optimal neural architectures
    Jin-Dong Dong, An-Chieh Cheng, Da-Cheng Juan, Wei Wei, and Min Sun
    European Conference on Computer Vision (ECCV) 2018
  24. Ppp-net: Platform-aware progressive search for pareto-optimal neural architectures
    Jin-Dong Dong, An-Chieh Cheng, Da-Cheng Juan, Wei Wei, and Min Sun
    International Conference on Learning Representations (ICLR) Workshop 2018
  25. Nested lstm: Modeling taxonomy and temporal dynamics in location-based social network
    Xuan-An Tseng, Da-Cheng Juan, Chun-Hao Liu, Wei Wei, Yu-Ting Chen, Jia-YuPan, and Shih-Chieh Chang
    Knowledge Discovery and Data Mining (KDD) Workshop on Mining and Learning from Time Series 2018
  26. Airdialogue: An environment for goal-oriented dialogue research
    Wei Wei, Quoc Le, Andrew Dai, and Li-Jia Li
    Empirical Methods in Natural Language Processing (EMNLP) 2019, long paper
  27. Thoracic disease identification and localization with limited supervision
    Zhe Li, Chong Wang, Mei Han, Yuan Xue, Wei Wei, Li-Jia Li, and Li Fei-Fei
    Computer Vision and Pattern Recognition (CVPR) 2018

    28. 2017

  28. Phase conductor on multi-layered attentions for machine comprehension
    Rui Liu, Wei Wei, Weiguang Mao, and Maria Chikina
    arXiv preprint 2017
  29. A probabilistic framework for location inference from social media
    Yujie Qian, Jie Tang, Zhilin Yang, Binxuan Huang, Wei Wei, and Kathleen M Carley
    arXiv preprint 2017
  30. Rate: Overcoming noise and sparsity of textual features in real-time location estimation
    Yu Zhang, Wei Wei, Binxuan Huang, Kathleen M Carley, and Yan Zhang
    Information and Knowledge Management (CIKM) 2017, short paper
  31. A probabilistic geographical aspect-opinion model for geo-tagged microblogs
    Aman Ahuja, Wei Wei, Wei Lu, Kathleen M Carley, and Chandan K Reddy
    International Conference on Data Mining (ICDM) 2017
  32. Unified non-parametric models toinfer latent social events on multiple domains
    Wei Wei, Kennth Joseph, and Kathleen Carley
    arXiv preprint 2017
  33. Efficient online inference for infiniteevolutionary cluster models with applications to latent social event discovery
    Wei Wei, Kennth Joseph, and Kathleen Carley
    arXiv preprint 2017
  34. Structural embedding ofsyntactic trees for machine comprehension
    Rui Liu, Junjie Hu, Wei Wei, Zi Yang, and Eric Nyberg
    Empirical Methods in Natural Language Processing (EMNLP) 2017, long paper
  35. Girls rule, boys drool: Extractingsemantic and affective stereotypes from twitter
    Kenneth Joseph, Wei Wei, and Kathleen M Carley
    Computer Supported Cooperative Work and Social Computing (CSCW) 2017

    36. 2016

  36. Using tweets to support disaster planning, warning and response
    Peter M Landwehr, Wei Wei, Michael Kowalchuck, and Kathleen M Carley
    Safety science 2016
  37. Microblog sentiment topic model
    Aman Ahuja, Wei Wei, and Kathleen M Carley
    International Conference on Data Mining (ICDM) workshops 2016
  38. Probabilistic Models of Topics and Social Events
    Wei Wei
    PhD thesis, School of Computer Science, Carnegie Mellon University
  39. Exploring characteristics of suspended users and network stability on twitter Wei Wei, Kenneth Joseph, Huan Liu, and Kathleen M Carley Social network analysisand mining 2016
  40. A social-event based approach to sentiment analysis of identities and behaviors in text
    Kenneth Joseph, Wei Wei, Matthew Benigni, and Kathleen M Carley
    Journal of Mathematical Sociology 2016
  41. Exploring patterns of identityusage in tweets: a new problem, solution and case study
    Kenneth Joseph, Wei Wei, and Kathleen M Carley
    international conference on world wide web (WWW) 2016
  42. High-dimensional network analytics: mapping topic networks in twitter data during the arab spring
    Kathleen M Carley, Wei Wei, and Kenneth Joseph
    Big Data over Networks 2016

    43. 2015 and prior

  43. Topic modeling in large scale socialnetwork data
    Aman Ahuja, Wei Wei, and Kathleen M Carley
    Carnegie Mellon University Technical Report 2015
  44. Measuring temporal patterns in dynamic social networks
    Wei Wei and Kathleen M Carley
    ACM Transactions on Knowledge Discovery from Data (TKDD) 2015
  45. A bayesian graphicalmodel to discover latent events from twitter
    Wei Wei, Kenneth Joseph, Wei Lo, and Kathleen M Carley
    AAAI conferenceon web and social media (ICWSM) 2015
  46. Modeling similarity in incentivized interaction: A longitudinal case study of stackoverflow
    Tanmay Sinha, Wei Wei, and Kathleen Carley
    Neural Information and Processing Systems (NIPS) Workshop on Social and Information Networks 2015
  47. The fragility of twittersocial networks against suspended users
    Wei Wei, Kenneth Joseph, Huan Liu, and Kathleen M Carley
    Advances in Social Networks Analysis and Mining (ASONAM) 2015
  48. Anagent-based model of edit wars in wikipedia: How and when is consensus reached
    Arun Kalyanasundaram, Wei Wei, Kathleen M Carley, and James D Herbsleb
    Winter Simulation Conference 2015
  49. Real time closeness and betweenness centrality cal-culations on streaming network data
    Wei Wei and Kathleen Carley.
    InInternational Conference on Social Computing 2014
  50. An agent-based model for si-multaneous phone and sms traffic over time
    Kenneth Joseph, Wei Wei, and Kathleen M Carley.
    International Conference on Social Computing, Behavioral-Cultural Modeling, and Prediction (SBP) 2013
  51. Handling weighted,asymmetric, self-looped, and disconnected networks in ora
    Wei Wei, Jürgen Pfeffer, Jeffrey Reminga, and Kathleen M Carley
    Carnegie Mellon University Technical Report 2011
  52. Influence maximization insocial networks when negative opinions may emerge and propagate
    Wei Chen, Alex Collins, Rachel Cummings, Te Ke, Zhenming Liu, David Rincon, Xiaorui Sun, Yajun Wang, Wei Wei, and Yifei Yuan
    SIAM international conference on data mining (SDM) 2011
  53. Influence maximization insocial networks when negative opinions may emerge and propagate
    Wei Chen, Alex Collins, Rachel Cummings, Te Ke, Zhenming Liu, David Rincon, Xiaorui Sun, Yajun Wang, Wei Wei, and Yifei Yuan
    Microsoft Research Technical Report 2010