Publications

2024

1. 

   LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models

   Yaowei Zheng, Richong Zhang, Junhao Zhang, and 3 more authors

   ACL, 2024

   Bib PDF Code

   @article{DBLP:journals/corr/abs-2403-13372,
     author = {Zheng, Yaowei and Zhang, Richong and Zhang, Junhao and Ye, Yanhan and Luo, Zheyan and Ma, Yongqiang},
     title = {LlamaFactory: Unified Efficient Fine-Tuning of 100+ Language Models},
     journal = {ACL},
     volume = {abs/2403.13372},
     year = {2024},
     url = {https://doi.org/10.48550/arXiv.2403.13372},
     doi = {10.48550/ARXIV.2403.13372},
     eprinttype = {arXiv},
     eprint = {2403.13372},
     timestamp = {Mon, 08 Apr 2024 18:24:51 +0200},
     biburl = {https://dblp.org/rec/journals/corr/abs-2403-13372.bib},
     bibsource = {https://dblp.org},
   }

2. 

   SPContrastNet: A Self-Paced Contrastive Learning Model for Few-Shot Text Classification

   Junfan Chen, Richong Zhang, Xiaohan Jiang, and 1 more author

   ACM Trans. Inf. Syst., 2024

3. 

   Narrowing the Gap between Supervised and Unsupervised Sentence Representation Learning with Large Language Model

   Mingxin Li, Richong Zhang, Zhijie Nie, and 1 more author

   In AAAI, 2024

   Bib PDF Code

   @inproceedings{DBLP:conf/aaai/LiZNM24,
     author = {Li, Mingxin and Zhang, Richong and Nie, Zhijie and Mao, Yongyi},
     editor = {Wooldridge, Michael J. and Dy, Jennifer G. and Natarajan, Sriraam},
     title = {Narrowing the Gap between Supervised and Unsupervised Sentence Representation
                       Learning with Large Language Model},
     booktitle = {AAAI},
     pages = {13590--13599},
     publisher = {{AAAI} Press},
     year = {2024},
     url = {https://doi.org/10.1609/aaai.v38i12.29263},
     doi = {10.1609/AAAI.V38I12.29263},
     timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
     biburl = {https://dblp.org/rec/conf/aaai/LiZNM24.bib},
     bibsource = {dblp computer science bibliography, https://dblp.org},
   }

4. 

   On Unsupervised Domain Adaptation: Pseudo Label Guided Mixup for Adversarial Prompt Tuning

   Fanshuang Kong, Richong Zhang, Ziqiao Wang, and 1 more author

   In AAAI, 2024

5. 

   Code-Style In-Context Learning for Knowledge-Based Question Answering

   Zhijie Nie, Richong Zhang, Zhongyuan Wang, and 1 more author

   In AAAI, 2024

   Bib PDF Code

   @inproceedings{DBLP:conf/aaai/NieZW024,
     author = {Nie, Zhijie and Zhang, Richong and Wang, Zhongyuan and Liu, Xudong},
     editor = {Wooldridge, Michael J. and Dy, Jennifer G. and Natarajan, Sriraam},
     title = {Code-Style In-Context Learning for Knowledge-Based Question Answering},
     booktitle = {AAAI},
     pages = {18833--18841},
     publisher = {{AAAI} Press},
     year = {2024},
     url = {https://doi.org/10.1609/aaai.v38i17.29848},
     doi = {10.1609/AAAI.V38I17.29848},
     timestamp = {Tue, 02 Apr 2024 01:00:00 +0200},
     biburl = {https://dblp.org/rec/conf/aaai/NieZW024.bib},
     bibsource = {dblp computer science bibliography, https://dblp.org},
   }

6. 

   Open-Set Semi-Supervised Text Classification via Adversarial Disagreement Maximization

   Junfan Chen, Richong Zhang, Junchi Chen, and 1 more author

   In ACL, 2024

7. 

   Progressively Modality Freezing for Multi-Modal Entity Alignment

   Yani Huang, Xuefeng Zhang, Richong Zhang, and 2 more authors

   In ACL, 2024

   Bib PDF Code

   @inproceedings{DBLP:conf/acl/HuangZZCK24,
     author = {Huang, Yani and Zhang, Xuefeng and Zhang, Richong and Chen, Junfan and Kim, Jaein},
     editor = {Ku, Lun{-}Wei and Martins, Andre and Srikumar, Vivek},
     title = {Progressively Modality Freezing for Multi-Modal Entity Alignment},
     booktitle = {ACL},
     pages = {3477--3489},
     publisher = {Association for Computational Linguistics},
     year = {2024},
     url = {https://doi.org/10.18653/v1/2024.acl-long.190},
     doi = {10.18653/V1/2024.ACL-LONG.190},
     timestamp = {Tue, 24 Sep 2024 01:00:00 +0200},
     biburl = {https://dblp.org/rec/conf/acl/HuangZZCK24.bib},
     bibsource = {dblp computer science bibliography, https://dblp.org},
   }

8. 

   Towards Better Understanding of Contrastive Sentence Representation Learning: A Unified Paradigm for Gradient

   Mingxin Li, Richong Zhang, and Zhijie Nie

   In ACL, 2024

   Bib PDF Code

   @inproceedings{DBLP:conf/acl/LiZN24,
     author = {Li, Mingxin and Zhang, Richong and Nie, Zhijie},
     editor = {Ku, Lun{-}Wei and Martins, Andre and Srikumar, Vivek},
     title = {Towards Better Understanding of Contrastive Sentence Representation
                       Learning: {A} Unified Paradigm for Gradient},
     booktitle = {ACL},
     pages = {14506--14521},
     publisher = {Association for Computational Linguistics},
     year = {2024},
     url = {https://doi.org/10.18653/v1/2024.acl-long.780},
     doi = {10.18653/V1/2024.ACL-LONG.780},
     timestamp = {Tue, 24 Sep 2024 01:00:00 +0200},
     biburl = {https://dblp.org/rec/conf/acl/LiZN24.bib},
     bibsource = {dblp computer science bibliography, https://dblp.org},
   }

9. 

   Improving the Consistency in Cross-Lingual Cross-Modal Retrieval with 1-to-K Contrastive Learning

   Zhijie Nie, Richong Zhang, Zhangchi Feng, and 2 more authors

   In KDD, 2024

   Bib PDF Code

   @inproceedings{DBLP:conf/kdd/NieZFH024,
     author = {Nie, Zhijie and Zhang, Richong and Feng, Zhangchi and Huang, Hailang and Liu, Xudong},
     editor = {Baeza{-}Yates, Ricardo and Bonchi, Francesco},
     title = {Improving the Consistency in Cross-Lingual Cross-Modal Retrieval with
                       1-to-K Contrastive Learning},
     booktitle = {KDD},
     pages = {2272--2283},
     publisher = {{ACM}},
     year = {2024},
     url = {https://doi.org/10.1145/3637528.3671787},
     doi = {10.1145/3637528.3671787},
     timestamp = {Sun, 08 Sep 2024 01:00:00 +0200},
     biburl = {https://dblp.org/rec/conf/kdd/NieZFH024.bib},
     bibsource = {dblp computer science bibliography, https://dblp.org},
   }

10. 

    Author Name Disambiguation via Paper Association Refinement and Compositional Contrastive Embedding

    Dezhi Liu, Richong Zhang, Junfan Chen, and 1 more author

    In WWW, 2024

11. 

    Multimodal Relation Extraction via a Mixture of Hierarchical Visual Context Learners

    Xiyang Liu, Chunming Hu, Richong Zhang, and 3 more authors

    In WWW, 2024

    Bib Code

    @inproceedings{DBLP:conf/www/LiuHZSMM24,
      author = {Liu, Xiyang and Hu, Chunming and Zhang, Richong and Sun, Kai and Mensah, Samuel and Mao, Yongyi},
      editor = {Chua, Tat{-}Seng and Ngo, Chong{-}Wah and Kumar, Ravi and Lauw, Hady W. and Lee, Roy Ka{-}Wei},
      title = {Multimodal Relation Extraction via a Mixture of Hierarchical Visual
                        Context Learners},
      booktitle = {WWW},
      pages = {4283--4294},
      publisher = {{ACM}},
      year = {2024},
      url = {https://doi.org/10.1145/3589334.3645603},
      doi = {10.1145/3589334.3645603},
      timestamp = {Fri, 17 May 2024 01:00:00 +0200},
      biburl = {https://dblp.org/rec/conf/www/LiuHZSMM24.bib},
      bibsource = {dblp computer science bibliography, https://dblp.org},
    }

12. 

    Self-Paced Pairwise Representation Learning for Semi-Supervised Text Classification

    Junfan Chen, Richong Zhang, Jiarui Wang, and 2 more authors

    In WWW, 2024

13. 

    DualCL: Principled Supervised Contrastive Learning as Mutual Information Maximization for Text Classification

    Junfan Chen, Richong Zhang, Yaowei Zheng, and 3 more authors

    In WWW, 2024

2023

1. Classification-oriented dawid skene model for transferring intelligence from crowds to machines

   Jiaran Li, Richong Zhang, Samuel Mensah, and 2 more authors

   Frontiers Comput. Sci., 2023
2. Information Bottleneck and Aggregated Learning

   Masoumeh Soflaei, Richong Zhang, Hongyu Guo, and 2 more authors

   IEEE Trans. Pattern Anal. Mach. Intell., 2023
3. Semi-Supervised Entity Alignment With Global Alignment and Local Information Aggregation

   Xuefeng Zhang, Richong Zhang, Junfan Chen, and 2 more authors

   IEEE Trans. Knowl. Data Eng., 2023
4. A Neural Expectation-Maximization Framework for Noisy Multi-Label Text Classification

   Junfan Chen, Richong Zhang, Jie Xu, and 2 more authors

   IEEE Trans. Knowl. Data Eng., 2023
5. Learning Implicit and Explicit Multi-task Interactions for Information Extraction

   Kai Sun, Richong Zhang, Samuel Mensah, and 2 more authors

   ACM Trans. Inf. Syst., 2023
6. Knowledge Base Embedding for Sampling-Based Prediction

   Richong Zhang, Jaein Kim, Jiajie Mei, and 1 more author

   ACM Trans. Inf. Syst., 2023
7. Adversarial Word Dilution as Text Data Augmentation in Low-Resource Regime

   Junfan Chen, Richong Zhang, Zheyan Luo, and 2 more authors

   In Thirty-Seventh AAAI Conference on Artificial Intelligence, AAAI 2023, Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence, IAAI 2023, Thirteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2023, Washington, DC, USA, February 7-14, 2023, 2023
8. Multi-Mask Label Mapping for Prompt-Based Learning

   Jirui Qi, Richong Zhang, Jaein Kim, and 3 more authors

   In Thirty-Seventh AAAI Conference on Artificial Intelligence, AAAI 2023, Thirty-Fifth Conference on Innovative Applications of Artificial Intelligence, IAAI 2023, Thirteenth Symposium on Educational Advances in Artificial Intelligence, EAAI 2023, Washington, DC, USA, February 7-14, 2023, 2023
9. Tucker Decomposition with Frequency Attention for Temporal Knowledge Graph Completion

   Likang Xiao, Richong Zhang, Zijie Chen, and 1 more author

   In Findings of the Association for Computational Linguistics: ACL 2023, Toronto, Canada, July 9-14, 2023, 2023
10. Prototype-Guided Pseudo Labeling for Semi-Supervised Text Classification

    Weiyi Yang, Richong Zhang, Junfan Chen, and 2 more authors

    In Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2023, Toronto, Canada, July 9-14, 2023, 2023
11. Anaphor Assisted Document-Level Relation Extraction

    Chonggang Lu, Richong Zhang, Kai Sun, and 3 more authors

    In Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, EMNLP 2023, Singapore, December 6-10, 2023, 2023
12. On The Inadequacy of Optimizing Alignment and Uniformity in Contrastive Learning of Sentence Representations

    Zhijie Nie, Richong Zhang, and Yongyi Mao

    In The Eleventh International Conference on Learning Representations, ICLR 2023, Kigali, Rwanda, May 1-5, 2023, 2023
13. Open-Set Semi-Supervised Text Classification with Latent Outlier Softening

    Junfan Chen, Richong Zhang, Junchi Chen, and 2 more authors

    In Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2023, Long Beach, CA, USA, August 6-10, 2023, 2023
14. Tucker Decomposition with Frequency Attention for Temporal Knowledge Graph Completion

    Likang Xiao, Richong Zhang, Zijie Chen, and 1 more author

    In Proceedings of the 8th Workshop on Representation Learning for NLP, RepL4NLP@ACL 2023, Toronto, Canada, July 13, 2023, 2023
15. Word Sense Disambiguation by Refining Target Word Embedding

    Xuefeng Zhang, Richong Zhang, Xiaoyang Li, and 4 more authors

    In Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023, 2023
16. Self-training through Classifier Disagreement for Cross-Domain Opinion Target Extraction

    Kai Sun, Richong Zhang, Samuel Mensah, and 3 more authors

    In Proceedings of the ACM Web Conference 2023, WWW 2023, Austin, TX, USA, 30 April 2023 - 4 May 2023, 2023

2022

1. The capacity of the dense associative memory networks

   Han Bao, Richong Zhang, and Yongyi Mao

   Neurocomputing, 2022
2. Dealing With Hierarchical Types and Label Noise in Fine-Grained Entity Typing

   Junshuang Wu, Richong Zhang, Yongyi Mao, and 1 more author

   IEEE ACM Trans. Audio Speech Lang. Process., 2022
3. Aspect-Level Sentiment Analysis via a Syntax-Based Neural Network

   Richong Zhang, Qianben Chen, Yaowei Zheng, and 2 more authors

   IEEE ACM Trans. Audio Speech Lang. Process., 2022
4. ContrastNet: A Contrastive Learning Framework for Few-Shot Text Classification

   Junfan Chen, Richong Zhang, Yongyi Mao, and 1 more author

   In Thirty-Sixth AAAI Conference on Artificial Intelligence, AAAI 2022, Thirty-Fourth Conference on Innovative Applications of Artificial Intelligence, IAAI 2022, The Twelveth Symposium on Educational Advances in Artificial Intelligence, EAAI 2022 Virtual Event, February 22 - March 1, 2022, 2022
5. Unsupervised Sentence Representation via Contrastive Learning with Mixing Negatives

   Yanzhao Zhang, Richong Zhang, Samuel Mensah, and 2 more authors

   In Thirty-Sixth AAAI Conference on Artificial Intelligence, AAAI 2022, Thirty-Fourth Conference on Innovative Applications of Artificial Intelligence, IAAI 2022, The Twelveth Symposium on Educational Advances in Artificial Intelligence, EAAI 2022 Virtual Event, February 22 - March 1, 2022, 2022
6. An Unsupervised Multiple-Task and Multiple-Teacher Model for Cross-lingual Named Entity Recognition

   Zhuoran Li, Chunming Hu, Xiaohui Guo, and 3 more authors

   In Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), ACL 2022, Dublin, Ireland, May 22-27, 2022, 2022
7. A Transformational Biencoder with In-Domain Negative Sampling for Zero-Shot Entity Linking

   Kai Sun, Richong Zhang, Samuel Mensah, and 2 more authors

   In Findings of the Association for Computational Linguistics: ACL 2022, Dublin, Ireland, May 22-27, 2022, 2022
8. Regularizing Deep Text Models by Encouraging Competition

   Jiaran Li, Richong Zhang, and Yuan Tian

   In Knowledge Graph and Semantic Computing: Knowledge Graph Empowers the Digital Economy - 7th China Conference, CCKS 2022, Qinhuangdao, China, August 24-27, 2022, Revised Selected Papers, 2022
9. Towards Robust False Information Detection on Social Networks with Contrastive Learning

   Guanghui Ma, Chunming Hu, Ling Ge, and 3 more authors

   In Proceedings of the 31st ACM International Conference on Information & Knowledge Management, Atlanta, GA, USA, October 17-21, 2022, 2022
10. E-VarM: Enhanced Variational Word Masks to Improve the Interpretability of Text Classification Models

    Ling Ge, Chunming Hu, Guanghui Ma, and 6 more authors

    In Proceedings of the 29th International Conference on Computational Linguistics, COLING 2022, Gyeongju, Republic of Korea, October 12-17, 2022, 2022
11. DropMix: A Textual Data Augmentation Combining Dropout with Mixup

    Fanshuang Kong, Richong Zhang, Xiaohui Guo, and 2 more authors

    In Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, EMNLP 2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022, 2022
12. Explicit Role Interaction Network for Event Argument Extraction

    Nan Ding, Chunming Hu, Kai Sun, and 2 more authors

    In Findings of the Association for Computational Linguistics: EMNLP 2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022, 2022
13. Parameter-free Automatically Prompting: A Latent Pseudo Label Mapping Model for Prompt-based Learning

    Jirui Qi, Richong Zhang, Junfan Chen, and 2 more authors

    In Findings of the Association for Computational Linguistics: EMNLP 2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022, 2022
14. Text Style Transferring via Adversarial Masking and Styled Filling

    Jiarui Wang, Richong Zhang, Junfan Chen, and 2 more authors

    In Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, EMNLP 2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022, 2022
15. Contrastive Learning with Expectation-Maximization for Weakly Supervised Phrase Grounding

    Keqin Chen, Richong Zhang, Samuel Mensah, and 1 more author

    In Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, EMNLP 2022, Abu Dhabi, United Arab Emirates, December 7-11, 2022, 2022
16. On Domain Generalization for Batched Prediction: the Benefit of Contextual Adversarial Training

    Chune Li, Yongyi Mao, and Richong Zhang

    In 34th IEEE International Conference on Tools with Artificial Intelligence, ICTAI 2022, Macao, China, October 31 - November 2, 2022, 2022
17. Heterogeneous Graph Neural Network with Hypernetworks for Knowledge Graph Embedding

    Xiyang Liu, Tong Zhu, Huobin Tan, and 1 more author

    In The Semantic Web - ISWC 2022 - 21st International Semantic Web Conference, Virtual Event, October 23-27, 2022, Proceedings, 2022

2021

1. Progressive Multi-task Learning with Controlled Information Flow for Joint Entity and Relation Extraction

   Kai Sun, Richong Zhang, Samuel Mensah, and 2 more authors

   In Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, IAAI 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, EAAI 2021, Virtual Event, February 2-9, 2021, 2021
2. On Scalar Embedding of Relative Positions in Attention Models

   Junshuang Wu, Richong Zhang, Yongyi Mao, and 1 more author

   In Thirty-Fifth AAAI Conference on Artificial Intelligence, AAAI 2021, Thirty-Third Conference on Innovative Applications of Artificial Intelligence, IAAI 2021, The Eleventh Symposium on Educational Advances in Artificial Intelligence, EAAI 2021, Virtual Event, February 2-9, 2021, 2021
3. Hypernym Discovery via a Recurrent Mapping Model

   Yuhang Bai, Richong Zhang, Fanshuang Kong, and 2 more authors

   In Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, Online Event, August 1-6, 2021, 2021
4. Keyphrase Extraction with Incomplete Annotated Training Data

   Yanfei Lei, Chunming Hu, Guanghui Ma, and 1 more author

   In Proceedings of the Seventh Workshop on Noisy User-generated Text, W-NUT 2021, Online, November 11, 2021, 2021
5. Regularizing Neural Networks via Adversarial Model Perturbation

   Yaowei Zheng, Richong Zhang, and Yongyi Mao

   In IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2021, virtual, June 19-25, 2021, 2021
6. Robust Regularization with Adversarial Labelling of Perturbed Samples

   Xiaohui Guo, Richong Zhang, Yaowei Zheng, and 1 more author

   In Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, IJCAI 2021, Virtual Event / Montreal, Canada, 19-27 August 2021, 2021
7. Hierarchical Modeling of Label Dependency and Label Noise in Fine-grained Entity Typing

   Junshuang Wu, Richong Zhang, Yongyi Mao, and 2 more authors

   In Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, IJCAI 2021, Virtual Event / Montreal, Canada, 19-27 August 2021, 2021
8. Unsupervised Semantic Association Learning with Latent Label Inference

   Yanzhao Zhang, Richong Zhang, Jaein Kim, and 2 more authors

   In WWW ’21: The Web Conference 2021, Virtual Event / Ljubljana, Slovenia, April 19-23, 2021, 2021

2020

1. A Probabilistic Model for User Interest Propagation in Recommender Systems

   Samuel Mensah, Chunming Hu, Xue Li, and 2 more authors

   IEEE Access, 2020
2. A revisit to MacKay algorithm and its application to deep network compression

   Chune Li, Yongyi Mao, Richong Zhang, and 1 more author

   Frontiers Comput. Sci., 2020
3. Knowledge graphs completion via probabilistic reasoning

   Richong Zhang, Yongyi Mao, and Weihua Zhao

   Inf. Sci., 2020
4. Pairwise Link Prediction Model for Out of Vocabulary Knowledge Base Entities

   Richong Zhang, Samuel Mensah, Fanshuang Kong, and 3 more authors

   ACM Trans. Inf. Syst., 2020
5. Aggregated Learning: A Vector-Quantization Approach to Learning Neural Network Classifiers

   Masoumeh Soflaei, Hongyu Guo, Ali Al-Bashabsheh, and 2 more authors

   In The Thirty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, IAAI 2020, The Tenth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2020, New York, NY, USA, February 7-12, 2020, 2020
6. Relation Extraction with Convolutional Network over Learnable Syntax-Transport Graph

   Kai Sun, Richong Zhang, Yongyi Mao, and 2 more authors

   In The Thirty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, IAAI 2020, The Tenth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2020, New York, NY, USA, February 7-12, 2020, 2020
7. Replicate, Walk, and Stop on Syntax: An Effective Neural Network Model for Aspect-Level Sentiment Classification

   Yaowei Zheng, Richong Zhang, Samuel Mensah, and 1 more author

   In The Thirty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, IAAI 2020, The Tenth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2020, New York, NY, USA, February 7-12, 2020, 2020
8. Learning VAE-LDA Models with Rounded Reparameterization Trick

   Runzhi Tian, Yongyi Mao, and Richong Zhang

   In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, EMNLP 2020, Online, November 16-20, 2020, 2020
9. Neural Dialogue State Tracking with Temporally Expressive Networks

   Junfan Chen, Richong Zhang, Yongyi Mao, and 1 more author

   In Findings of the Association for Computational Linguistics: EMNLP 2020, Online Event, 16-20 November 2020, 2020
10. Parallel Interactive Networks for Multi-Domain Dialogue State Generation

    Junfan Chen, Richong Zhang, Yongyi Mao, and 1 more author

    In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, EMNLP 2020, Online, November 16-20, 2020, 2020
11. Recurrent Interaction Network for Jointly Extracting Entities and Classifying Relations

    Kai Sun, Richong Zhang, Samuel Mensah, and 2 more authors

    In Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, EMNLP 2020, Online, November 16-20, 2020, 2020
12. Dynamic Graph Convolutional Networks for Entity Linking

    Junshuang Wu, Richong Zhang, Yongyi Mao, and 3 more authors

    In WWW ’20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020
13. Anchored Model Transfer and Soft Instance Transfer for Cross-Task Cross-Domain Learning: A Study Through Aspect-Level Sentiment Classification

    Yaowei Zheng, Richong Zhang, Suyuchen Wang, and 2 more authors

    In WWW ’20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

2019

1. Recurrent Neural Networks With Finite Memory Length

   Dingkun Long, Richong Zhang, and Yongyi Mao

   IEEE Access, 2019
2. Movie Recommendation via Markovian Factorization of Matrix Processes

   Richong Zhang, and Yongyi Mao

   IEEE Access, 2019
3. Ring: Real-Time Emerging Anomaly Monitoring System Over Text Streams

   Weiren Yu, Jianxin Li, Md. Zakirul Alam Bhuiyan, and 2 more authors

   IEEE Trans. Big Data, 2019
4. Question Answering in Knowledge Bases: A Verification Assisted Model with Iterative Training

   Richong Zhang, Yue Wang, Yongyi Mao, and 1 more author

   ACM Trans. Inf. Syst., 2019
5. LENA: Locality-Expanded Neural Embedding for Knowledge Base Completion

   Fanshuang Kong, Richong Zhang, Yongyi Mao, and 1 more author

   In The Thirty-Third AAAI Conference on Artificial Intelligence, AAAI 2019, The Thirty-First Innovative Applications of Artificial Intelligence Conference, IAAI 2019, The Ninth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019, Honolulu, Hawaii, USA, January 27 - February 1, 2019, 2019
6. MixUp as Locally Linear Out-of-Manifold Regularization

   Hongyu Guo, Yongyi Mao, and Richong Zhang

   In The Thirty-Third AAAI Conference on Artificial Intelligence, AAAI 2019, The Thirty-First Innovative Applications of Artificial Intelligence Conference, IAAI 2019, The Ninth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019, Honolulu, Hawaii, USA, January 27 - February 1, 2019, 2019
7. Generating Chinese Ci with Designated Metrical Structure

   Richong Zhang, Xinyu Liu, Xinwei Chen, and 3 more authors

   In The Thirty-Third AAAI Conference on Artificial Intelligence, AAAI 2019, The Thirty-First Innovative Applications of Artificial Intelligence Conference, IAAI 2019, The Ninth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019, Honolulu, Hawaii, USA, January 27 - February 1, 2019, 2019
8. A Conditional VAE-Based Conversation Model

   Junfan Chen, Richong Zhang, Yongyi Mao, and 2 more authors

   In Knowledge Graph and Semantic Computing: Knowledge Computing and Language Understanding - 4th China Conference, CCKS 2019, Hangzhou, China, August 24-27, 2019, Revised Selected Papers, 2019
9. Named Entity Recognition for Open Domain Data Based on Distant Supervision

   Junshuang Wu, Richong Zhang, Ting Deng, and 1 more author

   In Knowledge Graph and Semantic Computing: Knowledge Computing and Language Understanding - 4th China Conference, CCKS 2019, Hangzhou, China, August 24-27, 2019, Revised Selected Papers, 2019
10. Uncover the Ground-Truth Relations in Distant Supervision: A Neural Expectation-Maximization Framework

    Junfan Chen, Richong Zhang, Yongyi Mao, and 2 more authors

    In Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, EMNLP-IJCNLP 2019, Hong Kong, China, November 3-7, 2019, 2019
11. Aspect-Level Sentiment Analysis Via Convolution over Dependency Tree

    Kai Sun, Richong Zhang, Samuel Mensah, and 2 more authors

    In Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, EMNLP-IJCNLP 2019, Hong Kong, China, November 3-7, 2019, 2019
12. Modeling Noisy Hierarchical Types in Fine-Grained Entity Typing: A Content-Based Weighting Approach

    Junshuang Wu, Richong Zhang, Yongyi Mao, and 2 more authors

    In Proceedings of the Twenty-Eighth International Joint Conference on Artificial Intelligence, IJCAI 2019, Macao, China, August 10-16, 2019, 2019
13. Writing to the Hopfield Memory via Training a Recurrent Network

    Han Bao, Richong Zhang, Yongyi Mao, and 1 more author

    In PRICAI 2019: Trends in Artificial Intelligence - 16th Pacific Rim International Conference on Artificial Intelligence, Cuvu, Yanuca Island, Fiji, August 26-30, 2019, Proceedings, Part II, 2019
14. A Neural Bag-of-Words Modelling Framework for Link Prediction in Knowledge Bases with Sparse Connectivity

    Fanshuang Kong, Richong Zhang, Hongyu Guo, and 3 more authors

    In The World Wide Web Conference, WWW 2019, San Francisco, CA, USA, May 13-17, 2019, 2019

2018

1. Human mobility semantics analysis: a probabilistic and scalable approach

   Xiaohui Guo, Richong Zhang, Xudong Liu, and 1 more author

   GeoInformatica, 2018
2. Prototypical recurrent unit

   Dingkun Long, Richong Zhang, and Yongyi Mao

   Neurocomputing, 2018
3. Context-aware result inference in crowdsourcing

   Yili Fang, Hailong Sun, Guoliang Li, and 2 more authors

   Inf. Sci., 2018
4. HotML: A DSM-based machine learning system for social networks

   Yangyang Zhang, Jianxin Li, Chenggen Sun, and 3 more authors

   J. Comput. Sci., 2018
5. On the integration of crowd knowledge in pattern recognition

   Richong Zhang, and Yongyi Mao

   Pattern Recognit. Lett., 2018
6. Embedding of Hierarchically Typed Knowledge Bases

   Richong Zhang, Fanshuang Kong, Chenyue Wang, and 1 more author

   In Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, (AAAI-18), the 30th innovative Applications of Artificial Intelligence (IAAI-18), and the 8th AAAI Symposium on Educational Advances in Artificial Intelligence (EAAI-18), New Orleans, Louisiana, USA, February 2-7, 2018, 2018
7. A Novel Approach on Entity Linking for Encyclopedia Infoboxes

   Xufeng Li, Jianlei Yang, Richong Zhang, and 1 more author

   In Knowledge Graph and Semantic Computing. Knowledge Computing and Language Understanding - Third China Conference, CCKS 2018, Tianjin, China, August 14-17, 2018, Revised Selected Papers, 2018
8. The APVA-TURBO Approach To Question Answering in Knowledge Base

   Yue Wang, Richong Zhang, Cheng Xu, and 1 more author

   In Proceedings of the 27th International Conference on Computational Linguistics, COLING 2018, Santa Fe, New Mexico, USA, August 20-26, 2018, 2018
9. Syntax Encoding with Application in Authorship Attribution

   Richong Zhang, Zhiyuan Hu, Hongyu Guo, and 1 more author

   In Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31 - November 4, 2018, 2018
10. On Link Prediction in Knowledge Bases: Max-K Criterion and Prediction Protocols

    Jiajie Mei, Richong Zhang, Yongyi Mao, and 1 more author

    In The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval, SIGIR 2018, Ann Arbor, MI, USA, July 08-12, 2018, 2018
11. Scalable Instance Reconstruction in Knowledge Bases via Relatedness Affiliated Embedding

    Richong Zhang, Junpeng Li, Jiajie Mei, and 1 more author

    In Proceedings of the 2018 World Wide Web Conference on World Wide Web, WWW 2018, Lyon, France, April 23-27, 2018, 2018

2017

1. A probabilistic framework of preference discovery from folksonomy corpus

   Xiaohui Guo, Chunming Hu, Richong Zhang, and 1 more author

   Frontiers Comput. Sci., 2017
2. User Interest Propagation and Its Application in Recommender System

   Xue Li, Richong Zhang, and Jianxin Li

   In 29th IEEE International Conference on Tools with Artificial Intelligence, ICTAI 2017, Boston, MA, USA, November 6-8, 2017, 2017
3. DPS: A DSM-based Parameter Server for Machine Learning

   Chenggen Sun, Yangyang Zhang, Weiren Yu, and 3 more authors

   In 14th International Symposium on Pervasive Systems, Algorithms and Networks & 11th International Conference on Frontier of Computer Science and Technology & Third International Symposium of Creative Computing, ISPAN-FCST-ISCC 2017, Exeter, United Kingdom, June 21-23, 2017, 2017
4. RPS-TSM: A Robot Perception System Based on Temporal Semantic Map

   Haoyue Wang, Yangyang Zhang, Jianxin Li, and 2 more authors

   In Security, Privacy, and Anonymity in Computation, Communication, and Storage - SpaCCS 2017 International Workshops, Guangzhou, China, December 12-15, 2017, Proceedings, 2017

2016

1. Bursty event detection from microblog: a distributed and incremental approach

   Jianxin Li, Jianfeng Wen, Zhenying Tai, and 2 more authors

   Concurr. Comput. Pract. Exp., 2016
2. Recommender systems based on ranking performance optimization

   Richong Zhang, Han Bao, Hailong Sun, and 2 more authors

   Frontiers Comput. Sci., 2016
3. iGraph: an incremental data processing system for dynamic graph

   Wuyang Ju, Jianxin Li, Weiren Yu, and 1 more author

   Frontiers Comput. Sci., 2016
4. Predicting the Quality of Web Services Based on User Stability

   Fitriyah Hasny, Samuel Mensah, Deliang Yi, and 2 more authors

   In IEEE International Conference on Services Computing, SCC 2016, San Francisco, CA, USA, June 27 - July 2, 2016, 2016
5. GRU-RNN Based Question Answering Over Knowledge Base

   Shini Chen, Jianfeng Wen, and Richong Zhang

   In Knowledge Graph and Semantic Computing: Semantic, Knowledge, and Linked Big Data - First China Conference, CCKS 2016, Beijing, China, September 19-22, 2016, Revised Selected Papers, 2016
6. Effective Result Inference for Context-Sensitive Tasks in Crowdsourcing

   Yili Fang, Hailong Sun, Guoliang Li, and 2 more authors

   In Database Systems for Advanced Applications - 21st International Conference, DASFAA 2016, Dallas, TX, USA, April 16-19, 2016, Proceedings, Part I, 2016
7. Discovering Web Services with Reliable Quality: System Architecture and Algorithms

   Richong Zhang, Xudong Liu, and Deliang Yi

   In IEEE International Conference on Web Services, ICWS 2016, San Francisco, CA, USA, June 27 - July 2, 2016, 2016
8. On the Representation and Embedding of Knowledge Bases beyond Binary Relations

   Jianfeng Wen, Jianxin Li, Yongyi Mao, and 2 more authors

   In Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, IJCAI 2016, New York, NY, USA, 9-15 July 2016, 2016
9. On Hyper-Parameter Estimation In Empirical Bayes: A Revisit of The MacKay Algorithm

   Chune Li, Yongyi Mao, Richong Zhang, and 1 more author

   In Proceedings of the Thirty-Second Conference on Uncertainty in Artificial Intelligence, UAI 2016, June 25-29, 2016, New York City, NY, USA, 2016

2015

1. Discovering Event Evolution Chain in Microblog

   Zhongyu Lu, Weiren Yu, Richong Zhang, and 2 more authors

   In 17th IEEE International Conference on High Performance Computing and Communications, HPCC 2015, 7th IEEE International Symposium on Cyberspace Safety and Security, CSS 2015, and 12th IEEE International Conference on Embedded Software and Systems, ICESS 2015, New York, NY, USA, August 24-26, 2015, 2015
2. LiveIndex: A Distributed Online Index System for Temporal Microblog Data

   Haifei Huang, Jianxin Li, Richong Zhang, and 2 more authors

   In 17th IEEE International Conference on High Performance Computing and Communications, HPCC 2015, 7th IEEE International Symposium on Cyberspace Safety and Security, CSS 2015, and 12th IEEE International Conference on Embedded Software and Systems, ICESS 2015, New York, NY, USA, August 24-26, 2015, 2015

2014

1. A Cooperation Framework Towards the Internet of Applications

   Peilong Xu, Zhe Zhang, Hailong Sun, and 2 more authors

   Int. J. Softw. Informatics, 2014
2. Trust Prediction via Belief Propagation

   Richong Zhang, and Yongyi Mao

   ACM Trans. Inf. Syst., 2014
3. Quality of Web Service Prediction by Collective Matrix Factorization

   Richong Zhang, Chune Li, Hailong Sun, and 2 more authors

   In IEEE International Conference on Services Computing, SCC 2014, Anchorage, AK, USA, June 27 - July 2, 2014, 2014
4. A Model for Aggregating Contributions of Synergistic Crowdsourcing Workflows

   Yili Fang, Hailong Sun, Richong Zhang, and 2 more authors

   In Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, July 27 -31, 2014, Québec City, Québec, Canada, 2014
5. A Novel Approach for API Recommendation in Mashup Development

   Chune Li, Richong Zhang, Jinpeng Huai, and 1 more author

   In 2014 IEEE International Conference on Web Services, ICWS, 2014, Anchorage, AK, USA, June 27 - July 2, 2014, 2014
6. Using Sequential Pattern Mining and Interactive Recommendation to Assist Pipe-like Mashup Development

   Xinyi Liu, Hailong Sun, Hanxiong Wu, and 2 more authors

   In 8th IEEE International Symposium on Service Oriented System Engineering, SOSE 2014, Oxford, United Kingdom, April 7-11, 2014, 2014
7. Online Bursty Event Detection from Microblog

   Jianxin Li, Zhenying Tai, Richong Zhang, and 2 more authors

   In Proceedings of the 7th IEEE/ACM International Conference on Utility and Cloud Computing, UCC 2014, London, United Kingdom, December 8-11, 2014, 2014
8. Opinion Mining and Sentiment Analysis in Social Networks: A Retweeting Structure-Aware Approach

   Lu Lin, Jianxin Li, Richong Zhang, and 2 more authors

   In Proceedings of the 7th IEEE/ACM International Conference on Utility and Cloud Computing, UCC 2014, London, United Kingdom, December 8-11, 2014, 2014
9. AdaMF: Adaptive Boosting Matrix Factorization for Recommender System

   Yanghao Wang, Hailong Sun, and Richong Zhang

   In Web-Age Information Management - 15th International Conference, WAIM 2014, Macau, China, June 16-18, 2014. Proceedings, 2014
10. Discovering Semantic Mobility Pattern from Check-in Data

    Ji Yuan, Xudong Liu, Richong Zhang, and 3 more authors

    In Web Information Systems Engineering - WISE 2014 - 15th International Conference, Thessaloniki, Greece, October 12-14, 2014, Proceedings, Part I, 2014

2013

1. A Probabilistic Approach for Web Service Discovery

   Chune Li, Richong Zhang, Jinpeng Huai, and 2 more authors

   In 2013 IEEE International Conference on Services Computing, Santa Clara, CA, USA, June 28 - July 3, 2013, 2013
2. Modeling the Performance of MapReduce under Resource Contentions and Task Failures

   Xiaolong Cui, Xuelian Lin, Chunming Hu, and 2 more authors

   In IEEE 5th International Conference on Cloud Computing Technology and Science, CloudCom 2013, Bristol, United Kingdom, December 2-5, 2013, Volume 1, 2013
3. A Cooperation Based Metric for Mobile Applications Recommendation

   Fei Wang, Zhe Zhang, Hailong Sun, and 2 more authors

   In 2013 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology, Atlanta, Georgia, USA, 17-20 November 2013, Workshop Proceedings, 2013
4. A cooperation model towards the internet of applications

   Zhe Zhang, Hailong Sun, Richong Zhang, and 2 more authors

   In Proceedings of the 5th Asia-Pacific Symposium on Internetware, Internetware 2013, Changsha, China, October 23-24, 2013, 2013
5. Discovering User Preference from Folksonomy

   Xiaohui Guo, Richong Zhang, Jinpeng Huai, and 2 more authors

   In IEEE International Conference on Systems, Man, and Cybernetics, Manchester, SMC 2013, United Kingdom, October 13-16, 2013, 2013
6. Time-Aware Travel Attraction Recommendation

   Kai Wang, Richong Zhang, Xudong Liu, and 3 more authors

   In Web Information Systems Engineering - WISE 2013 - 14th International Conference, Nanjing, China, October 13-15, 2013, Proceedings, Part I, 2013

2012

1. Real-time helpfulness prediction based on voter opinions

   Richong Zhang, Thomas T. Tran, and Yongyi Mao

   Concurr. Comput. Pract. Exp., 2012
2. Opinion helpfulness prediction in the presence of "words of few mouths"

   Richong Zhang, Thomas T. Tran, and Yongyi Mao

   World Wide Web, 2012
3. A Web Service Recommendation Approach Based on QoS Prediction Using Fuzzy Clustering

   Meng Zhang, Xudong Liu, Richong Zhang, and 1 more author

   In 2012 IEEE Ninth International Conference on Services Computing, Honolulu, HI, USA, June 24-29, 2012, 2012
4. A Personalized Trust-Aware Model for Travelogue Discovering

   Shilong Zhang, Richong Zhang, Xudong Liu, and 1 more author

   In 2012 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology, Macau, China, December 4-7, 2012, 2012
5. gTravel: a global social travel system

   Richong Zhang, Xiaohui Guo, Hailong Sun, and 2 more authors

   In Proceedings of the 20th ACM Multimedia Conference, MM ’12, Nara, Japan, October 29 - November 02, 2012, 2012
6. Optimizing pipe-like mashup execution for improving resource utilization

   Jingbo Xu, Hailong Sun, Xu Wang, and 2 more authors

   In 2012 Fifth IEEE International Conference on Service-Oriented Computing and Applications (SOCA), Taipei, Taiwan, December 17-19, 2012, 2012
7. A Tourist Itinerary Planning Approach Based on Ant Colony Algorithm

   Lei Yang, Richong Zhang, Hailong Sun, and 2 more authors

   In Web-Age Information Management - 13th International Conference, WAIM 2012, Harbin, China, August 18-20, 2012. Proceedings, 2012
8. Generating Tourism Path from Trajectories and Geo-Photos

   Zhixing Zeng, Richong Zhang, Xudong Liu, and 2 more authors

   In Web Information Systems Engineering - WISE 2012 - 13th International Conference, Paphos, Cyprus, November 28-30, 2012. Proceedings, 2012

2011

1. An information gain-based approach for recommending useful product reviews

   Richong Zhang, and Thomas T. Tran

   Knowl. Inf. Syst., 2011
2. A helpfulness modeling framework for electronic word-of-mouth on consumer opinion platforms

   Richong Zhang, and Thomas T. Tran

   ACM Trans. Intell. Syst. Technol., 2011
3. Recommender Systems from "Words of Few Mouths"

   Richong Zhang, Thomas T. Tran, and Yongyi Mao

   In IJCAI 2011, Proceedings of the 22nd International Joint Conference on Artificial Intelligence, Barcelona, Catalonia, Spain, July 16-22, 2011, 2011

2010

1. A Novel Approach for Recommending Ranked User-Generated Reviews

   Richong Zhang, and Thomas T. Tran

   In Advances in Artificial Intelligence, 23rd Canadian Conference on Artificial Intelligence, Canadian, AI 2010, Ottawa, Canada, May 31 - June 2, 2010. Proceedings, 2010
2. Probabilistic Modeling of User-Generated Reviews

   Richong Zhang, and Thomas T. Tran

   In 2010 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2010, Toronto, Canada, August 31 - September 3, 2010, Main Conference Proceedings, 2010
3. Review recommendation with graphical model and EM algorithm

   Richong Zhang, and Thomas T. Tran

   In Proceedings of the 19th International Conference on World Wide Web, WWW 2010, Raleigh, North Carolina, USA, April 26-30, 2010, 2010

2009

1. Helping E-Commerce Consumers Make Good Purchase Decisions: A User Reviews-Based Approach

   Richong Zhang, and Thomas T. Tran

   In E-Technologies: Innovation in an Open World, 4th International Conference, MCETECH 2009, Ottawa, Canada, May 4-6, 2009. Proceedings, 2009

2008

1. An Entropy-Based Model for Discovering the Usefulness of Online Product Reviews

   Richong Zhang, and Thomas T. Tran

   In 2008 IEEE / WIC / ACM International Conference on Web Intelligence, WI 2008, 9-12 December 2008, Sydney, NSW, Australia, Main Conference Proceedings, 2008

2007

1. Automatic Web Page Categorization using Principal Component Analysis

   Richong Zhang, Michael A. Shepherd, Jack Duffy, and 1 more author

   In 40th Hawaii International International Conference on Systems Science (HICSS-40 2007), CD-ROM / Abstracts Proceedings, 3-6 January 2007, Waikoloa, Big Island, HI, USA, 2007