About Me
My name is Chen Qian (钱忱). I am now a post-doctoral researcher (Shuimu Tsinghua Scholar Program) at Department of Computer Science and Technology, Tsinghua University, Beijing, China. I received a bachelor's degree from Beijing University of Institute in June 2016 and a doctoral degree from Tsinghua University in June 2021. I used to be a visiting scholar at NExT research center, National University of Singapore, Singapore, during June 2019 to June 2020. My research interests include natural language processing, business process management, data mining, information retrieval, multimodal pretraining, recommender systems, game theory, and causal inference. I have published some papers in top-tier AI- or IR-related conferences such as ACL, SIGIR, CIKM, AAAI, and IJCAI. Moreover, I have served as the program-committee member for top-tier conferences including ACL, EMNLP, NAACL, SIGIR, AAAI, and IJCAI.
Post-doctoral Researcher
AI is constantly changing our world. The era of AI will bring great changes, which means we need to re-imagine everything, every industry and every market.
- Major: Computer Science
- Degree: PhD in Engineering
- Address: FIT Building, Tsinghua University, Beijing, China
- Google Scholar: Google Scholar
- Github: https://github.com/qianc62
- Email: qianc62@gmail.com
Personal Homepage: https://qianc62.github.io
Education Background
Selected Publications
My research interests include artificial intelligence, deep learning, machine learning, natural language processing, business process management, data mining, information retrieval, multimodal pretraining, recommender systems, game theory, and causal inference. Some of my selected papers are listed below in chronological order. Look for the full publication list? Please visit Google Scholar.
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Experiential Co-Learning of Software-Developing Agents
Chen Qian, Yufan Dang, Jiahao Li, Wei Liu, Weize Chen, Cheng Yang, Zhiyuan Liu, Maosong Sun In arXiv:2312.17025 (arXiv-2023) |
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Communicative Agents for Software Development
Chen Qian, Xin Cong, Wei Liu, Cheng Yang, Weize Chen, Yusheng Su, Yufan Dang, Jiahao Li, Juyuan Xu, Dahai Li, Zhiyuan Liu, Maosong Sun In arXiv:2307.07924 (arXiv-2023) |
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Counterfactual Inference for Debiased Text Classification
Chen Qian, Fuli Feng, Lijie Wen, Chunping Ma, Pengjun Xie In the Annual Meeting of the Association for Computational Linguistics (ACL-2021) |
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Conceptualized and Contextualized Gaussian Embedding
Chen Qian, Fuli Feng, Lijie Wen, Tat-Seng Chua In the AAAI Conference on Artificial Intelligence (AAAI-2021) |
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Enhancing Text Classification via Discovering Additional Semantic Clues from Logograms
Chen Qian, Fuli Feng, Lijie Wen, Li Lin, Tat-Seng Chua In the International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR-2020) |
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Solving Sequential Text Classification as Board-Game Playing
Chen Qian, Fuli Feng, Lijie Wen, Zhenpeng Chen, Li Lin, Yanan Zheng, Tat-Seng Chua In the AAAI Conference on Artificial Intelligence (AAAI-2020) |
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An Approach for Process Model Extraction By Multi-Grained Text Classification
Chen Qian, Lijie Wen, Akhil Kumar, Leilei Lin, Li Lin, Zan Zong, Shuang Li, Jianmin Wang In the International Conference on Advanced Information Systems Engineering (CAiSE-2020) |
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BePT: A Behavior-based Process Translator for Interpreting and Understanding Process Models
Chen Qian, Lijie Wen, Ahkil Kumar In the ACM International Conference on Information and Knowledge Management (CIKM-2019) |
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Solving Algorithm for Scheduling Problem with Control-flow Constraints
Chen Qian, Lijie Wen, Jianmin Wang In Computer Integrated Manufacturing Systems (CIMS-2018) |
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Structural Descriptions of Process Models Based on Goal-Oriented Unfolding
Chen Qian, Lijie Wen, Jianmin Wang, Akhil Kumar, Haoran Li In the International Conference on Advanced Information Systems Engineering (CAiSE-2017) |
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AgentVerse: Facilitating Multi-Agent Collaboration and Exploring Emergent Behaviors in Agents
Weize Chen, Yusheng Su, Jingwei Zuo, Cheng Yang, Chenfei Yuan, Chen Qian, Chi-Min Chan, Yujia Qin, Yaxi Lu, Ruobing Xie, Zhiyuan Liu, Maosong Sun, Jie Zhou In the International Conference on Learning Representations (ICLR) |
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MM-CPred: A Multi-task Predictive Model for Continuous-time Event Sequences with Mixture Learning Losses
Li Lin, Zan Zong, Lijie Wen, Chen Qian, Shuang Li, Jianmin Wang In the International Conference on Database Systems for Advanced Applications (DASFAA-2021) |
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Knowledge-aware Named Entity Recognition with Alleviating Heterogeneity
Binling Nie, Ruixue Ding, Pengjun Xie, Fei Huang, Chen Qian, Luo Si In the AAAI Conference on Artificial Intelligence (AAAI-2021) |
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GAHNE: Graph-Aggregated Heterogeneous Network Embedding
Xiaohe Li, Lijie Wen, Chen Qian, Jianmin Wang In the IEEE International Conference on Tools with Artificial Intelligence (ICTAI-2020) |
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MespaConfig: Memory-Sparing Configuration Auto-Tuning for Co-Located in Memory Cluster Computing Jobs
Zan Zong, Lijie Wen, Xuming Hu, Rui Han, Chen Qian, Li Lin In the IEEE Transactions on Services Computing (TSC-2020) |
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A Survey of Log Division Technique in Process Mining
Leilei Lin, Lijie Wen, Chen Qian, Zan Zong, Jianmin Wang In Chinese Journal of Computers (2022) |
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Efficient Approach to Repair the Missing-order Event Logs Based on Process Models
Qi Wang, Lijie Wen, Yafang Deng, Chen Qian, Jianmin Wang In Computer Integrated Manufacturing Systems (CIMS-2020) |
Academic Services
Some of my professional services are listed below in chronological order.
News
Some of my (and our group's) news are listed below in chronological order.
Research-related
April 2nd, 2024
I am invited to be the editorial board of TOSEM.
January 17th, 2024
I am invited to be a program committee member in KDD-2024.
December 07th, 2023
I am invited to be a program committee member in IJCAI-2024.
November 19th, 2023
I am invited to be a program committee member in CVPR-2024.
November 15th, 2023
ChatDev website platform released: https://chatdev.modelbest.cn.
September 12th, 2023
I am invited to be a program committee member in SDM-2024.
September 05th, 2023
🌟Our ChatDev project topped Github Trending for multiple days.
June 08th, 2023
I am invited to be a program committee member in EMNLP-2023.
February 05th, 2023
I am invited to be a program committee member in KDD-2023.
December 13th, 2022
I am invited to be a program committee member in ACL-2023.
December 12th, 2022
I am invited to be a program committee member in IJCAI-2023.
December 28th, 2022
Our team will finalize the current research of diffusion-powered personalized recommendation.
Others
March 06th, 2023
Start my postdoc research.
- Large Language Model
- Multi-Agent Collaboration
December 28th, 2022
My second period of working at Tencent in 2022 ends.
- User Modeling
December 15th, 2022
Admitted in Shuimu Tsinghua Scholar Program.
July 01st, 2022
My second period of working at Tencent in 2022 starts.
- Personalized Recommendation
September 30th, 2022
Bought my first car.
Contact Me
If you have any questions or queries about me and my work, feel free to contact me. You can use the form below or via any other social media.
Last update: June 08th, 2023.