陶重阳，北京航空航天大学副教授。2015年和2020年分别获得四川大学工学学士和北京大学理学博士学位，后加入微软工作，历任博士后研究科学家和高级研究科学家。研究方向为自然语言处理和信息检索，主要关注语言模型、对话系统、数据智能、高效知识检索等领域，参与了微软小冰(Rinna)、必应聊天助手、必应生成/搜索模型以及WizardLM系列模型的研发。曾在 ACL、EMNLP、AAAI、ICLR、SIGIR、TOIS等国际会议及期刊上发表论文70余篇，包括CCF-A/THU-CPL-A类论文50余篇。曾获得NLPCC杰出论文奖、AI 2000学者称号，担任KDD、WWW、EMNLP、CCKS 等国内外学术会议的领域主席或SPC。

研究领域： 自然语言处理、信息检索、数据智能

个人主页： https://chongyangtao.github.io/

邮      箱： chongyang@buaa.edu.cn

   招生信息

- 研究组招收一定量的研究实习生，支持学生进行前沿科研探索、发表高质量论文，申请者请发送您的个人简历至本人邮箱。

- 要求：在学业、编程、科研等方面至少有一项表现不错；具有较好的自驱力、专注力以及沟通能力。

  主要论文

谷歌学术论文列表：  https://scholar.google.com/citations?user=x_cOKuwAAAAJ

DBLP学术论文列表：https://dblp.org/pid/194/2515.html/      

1. Chongyang Tao, Jiazhan Feng, Chang Liu, Juntao Li, Xiubo Geng, Daxin Jiang. CoRe: Cooperative Training of Retriever-Reranker for Effective Dialogue Response Selection. In ACL-2023, pages 3102–3114. (Full Paper，CCF-A)

2. Chongyang Tao#, Changyu Chen#, Jiazhan Feng, Jirong Wen, Rui Yan. A Pre-training Strategy for Zero-Resource Response Selection in Knowledge-Grounded Conversations. In ACL-2021, pages 4446-4457. (Full Paper, CCF-A)

3. Chongyang Tao, Wei Wu, Can Xu, Wenpeng Hu, Dongyan Zhao, Rui Yan. One Time of Interaction May Not Be Enough: Go Deep with an Interaction-over-Interaction Network for Response Selection in Dialogues. In ACL-2019, pages 1-11. (Full Paper, CCF-A)

4. Chongyang Tao, Shen Gao, Juntao Li, Yansong Feng, Dongyan Zhao, Rui Yan. Learning to Organize a Bag of Words into Sentences with Neural Networks: An Empirical Study. In NAACL-2021, pages 1682-1691. (Full Paper, CCF-B)

5. Chongyang Tao, Jiazhan Feng, Rui Yan, Wei Wu, Daxin Jiang. A Survey on Response Selection for Retrieval-based Dialogues. In IJCAI-2021, pages 4619-4626. (Full Paper, CCF-A)

6. Chongyang Tao, Wei Wu, Yansong Feng, Dongyan Zhao, Rui Yan. Improving Matching Models with Hierarchical Contextualized Representations for Multi-turn Response Selection. In SIGIR-2020, pages 1865-1868. (Short Paper, CCF-A)

7. Chongyang Tao, Wei Wu, Can Xu, Wenpeng Hu, Dongyan Zhao, Rui Yan. Multi-Representation Fusion Network for Multi-turn Response Selection in Retrieval-based Chatbots. In WSDM-2019, pages 267-275. (Full Paper, CCF-B, THU-CPL-A)

8. Chongyang Tao, Shen Gao, Minyue Shang, Wei Wu, Dongyan Zhao, Rui Yan. Get The Point of My Utterance! Learning Towards Effective Responses with Multi-Head Attention Mechanism. In IJCAI-2018, pages 4418-4424.(Full Paper, CCF-A).

9. Chongyang Tao, Lili Mou, Dongyan Zhao, Rui Yan. RUBER: An Unsupervised Method for Automatic Evaluation of Open-Domain Dialog Systems. In AAAI-2018, pages 722-729. (Full Paper, CCF-A)

10. Chongyang Tao#, Chang Liu#, Xiubo Geng, Tao Shen, Dongyan Zhao, Can Xu, Binxing Jiao, Daxin Jiang. ADAM: Dense Retrieval Distillation with Adaptive Dark Examples. In Findings of ACL-2024. (Full Paper)

11. Jiazhan Feng#, Chongyang Tao#(equal contribution), Wei Wu, Yansong Feng, Dongyan Zhao and Rui Yan. Learning a Matching Model with Co-teaching for Multi-turn Response Selection in Retrieval-based Dialogue Systems. In ACL-2019, pages 3805-3815. (Full Paper, CCF-A)

12. Jiayi Zhang#, Chongyang Tao#(equal contribution), Zhenjing Xu, Qiaojing Xie, Wei Chen and Rui Yan. EnsembleGAN: Adversarial Learning for Retrieval-Generation Ensemble Model on Short-Text Conversation. in SIGIR-2019, pages 435-444. (Full Paper, CCF-A)

13. Xueliang Zhao#, Chongyang Tao#(equal contribution), Wei Wu, Yansong Feng, Dongyan Zhao and Rui Yan. A Document-grounded Matching Network for Response Selection in Retrieval-based Chatbots. In IJCAI-2019, pages 5443-5449. (Full Paper, CCF-A)

14. Chang Liu, Chongyang Tao♢(corresponding author), Jiazhan Feng, Dongyan Zhao. Multi-Granularity Structural Knowledge Distillation for Language Model Compression. In ACL-2022, pages 1001-1011. (Full Paper, CCF-A)

15. Jiazhan Feng#, Chongyang Tao#(corresponding author), Xiubo Geng, Tao Shen, Can Xu, Guodong Long, Dongyan Zhao, Daxin Jiang. Knowledge Refinement via Interaction Between Search Engines and Large Language Models. In ACL-2024. (Full Paper, CCF-A)

16. Xiuyin Chen, Guodong Long, Chongyang Tao♢(corresponding author), Xing Gao, Chengqi Zhang, Xiangliang Zhang. Improving the Robustness of Summarization Systems with Dual Augmentation. In ACL-2023, pages 6846–6857. (Full Paper, CCF-A)

17. Jiazhan Feng, Chongyang Tao♢(corresponding author), Xueliang Zhao, Rui Yan, Dongyan Zhao. Learning Multi-turn Response Selection in Grounded Dialogues with Reinforced Knowledge and Context Distillation. In TOIS-2023, Vol. 41, No. 115, pages 1–27. (Full Paper, CCF-A)

18. Ruijian Xu, Chongyang Tao♢(corresponding author), Daxin Jiang, Xueliang Zhao, Dongyan Zhao, Rui Yan. Learning an Effective Context-Response Matching Model with Self-Supervised Tasks for Retrieval-based Dialogues. In AAAI-2021, pages 14158-14166. (Full Paper, CCF-A)

19. Ruijian Xu, Chongyang Tao♢(corresponding author), Jiazhan Feng, Wei Wu, Rui Yan, Dongyan Zhao. Response Ranking with Multi-Types of Deep Interactive Representations in Retrieval-based Dialogues. In TOIS 2021. Vol. 39, No. 4, pages 1-28. (Full Paper, CCF-A)

20. Kai Zhang, Chongyang Tao♢(corresponding author), Tao Shen, Can Xu, Xiubo Geng, Binxing Jiao and Daxin Jiang. LED: Lexicon-Enlightened Dense Retriever for Large-Scale Retrieval. In WWW 2023, pages 3203–3213. (Full Paper, CCF-A)

21. Yibin Lei, Di Wu, Tianyi Zhou, Tao Shen, Yu Cao, Chongyang Tao(corresponding author), Andrew Yates. Meta-Task Prompting Elicits Embedding from Large Language Models. In ACL-2024. (Full Paper, CCF-A)

22. Zhen Li, Chongyang Tao, Jiazhan Feng, Tao Shen, Dongyan Zhao, Xiubo Geng and Daxin Jiang. FAA: Fine-grained Attention Alignment for Cascade Document Ranking. In ACL-2023，pages 1688– 1700. (Full Paper, CCF-A)

23. Zefeng Cai, Chongyang Tao, Tao Shen, Can Xu, Xiubo Geng, Xin Alex Lin, Liang He, and Daxin Jiang. HypeR: Multitask Hyper-Prompted Training Enables Large-Scale Retrieval Generalization. In ICLR-2023. (Full Paper, THU-CPL-A)

24. Jiachen Gu, Chongyang Tao, Zhen-Hua Ling. Who Says What to Whom: A Survey of Multi-Party Conversations. In IJCAI-2022, pages 5486-5493. (Full Paper, CCF-A)

25. Jiachen Gu#, Chao-Hong Tan#, Chongyang Tao, Zhen-Hua Ling, Xiubo Geng, Daxin Jiang. HeterMPC: A Heterogeneous Graph Neural Network for Response Generation in Multi-Party Conversation. In ACL-2022, pages 5086-5097. (Full Paper,CCF-A)

26. Chao-Hong Tan#, Jiachen Gu#, Chongyang Tao, Zhen-Hua Ling, Xiubo Geng, Daxin Jiang. TegTok: Augmenting Dialogue Generation via World Knowledge and Task-specific Knowledge. In Findings of ACL-2022, pages 1597-1609. (Full Paper)

27. Jia Li, Chongyang Tao, Huang Hu, Can Xu, Yining Chen, Daxin Jiang, Unsupervised Cross-Domain Adaptation for Response Selection Using Self-Supervised and Adversarial Training. In WSDM-2022, pages 562-570. (Full Paper, CCF-B, THU-CPL-A)

28. Chang Liu, Chongyang Tao, Jianxin Liang, Tao Shen, Jiazhan Feng, Quzhe Huang and Dongyan Zhao. Rethinking Task-Specific Knowledge Distillation: Contextualized Corpus as Better Textbook. In EMNLP-2022, pages 10652-10658. (Short Paper, CCF-B, THU-CPL-A)

29. Qiyu Wu, Chongyang Tao, Tao Shen, Can Xu, Xiubo Geng, Daxin Jiang. PCL: Peer-Contrastive Learning with Diverse Augmentations for Unsupervised Sentence Embeddings. In EMNLP-2022, pages 12052-12066. (Full Paper, CCF-B, THU-CPL-A)

30. Jiazhan Feng, Chongyang Tao, Xueliang Zhao, Rui Yan, Dongyan Zhao. How to Represent Context Better? An Empirical Study on Context Modeling for Multi-turn Response Selection. In Findings of EMNLP-2022, pages 7314-7327. (Full Paper)

31. Jiazhan Feng, Chongyang Tao, Chang Liu, Tao Shen, Chang Liu, Dongyan Zhao. Reciprocal Learning of Knowledge Retriever and Response Ranker for Knowledge-Grounded Conversations. In COLING-2022. pages 389-399. (Full Paper, CCF-B).

32. Jiachen Gu, Chongyang Tao, Zhenhua Ling, Can Xu, Xiubo Geng, Daxin Jiang. MPC-BERT: A Pre-Trained Language Model for Multi-Party Conversation Understanding. In ACL-2021, pages 3682-3692. (Full Paper, CCF-A)

33. Xiaoye Tan, Rui Yan, Chongyang Tao, Mingrui Wu. Classification Over Clustering: Augmenting Text Representation with Clusters Helps! In NLPCC-2019, pages 28-40. (Full Paper, CCF-C) (Outstanding Paper Award).

34. Xueliang Zhao, Wei Wu, Chongyang Tao, Can Xu, Dongyan Zhao, Rui Yan. Low Resource Knowledge-Grounded Dialogue Generation. In ICLR-2020. (FULL Paper, THU-CPL-A)

35. Chang Liu, Xu Tan, Chongyang Tao, Zhenxin Fu, Dongyan Zhao, Tie-yan Liu, Rui Yan. ProphetChat: Enhancing Dialogue Generation with Simulation of Future Conversation. In ACL-2022, pages 962- 973. (Full Paper, CCF-A)

36. Tingchen Fu#, Xueliang Zhao#, Chongyang Tao, Ji-Rong Wen, Rui Yan. There Are a Thousand Hamlets in a Thousand People’s Eyes: Enhancing Knowledge-grounded Dialogue with Personal Memory. In ACL-2022, pages 3901-3913. (Full Paper, CCF-A)

37. Can Xu, Qingfeng Sun, Kai Zheng, Xiubo Geng, Jiazhan Feng, Chongyang Tao, Daxin Jiang. WizardLM: Empowering Large Language Models to Follow Complex Instructions. In ICLR-2024. (Full Paper, THU-CPL-A)

38. Ziyang Luo, Can Xu, Pu Zhao, Qingfeng Sun, Xiubo Geng, Wenxiang Hu, Chongyang Tao, Jing Ma, Qingwei Lin, Daxin Jiang. WizardCoder: Empowering Code Large Language Models with Evol-Instruct. In ICLR-2024. (Full Paper, THU-CPL-A)

注：            indicates students mentored by me.