Chen Qian

I'm

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 Institute of Technology 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, autonomous agent, text 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 NeurIPS, ICLR, ACL and SIGIR. Moreover, I have served as the program-committee member for top-tier conferences including ACL, EMNLP, NAACL, SIGIR, AAAI, and IJCAI.

Chen Qian

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

Personal Homepage: https://qianc62.github.io

Education Background

Tsinghua University, Beijing, China, 2016-2021
         GPA and Ranking: 3.79/4.00, 1/36
         Program: Doctoral Degree
         Department: Institute of Information System and Engineering, School of Software
         Major: Software Engineering
         Superior: Lijie Wen
         Research Fields: Natural Language Processing, Business Process Management
National University of Singapore, Singapore, 2019-2020
         Program: Visiting Scholar, i.e., PhD Joint Training Program
         Department: School of Computing
         Research Fields: Natural Language Processing
Beijing Institute of Technology, Beijing, China, 2012-2016
         GPA and Ranking: 4.02/5.00, 1/59
         Program: Bachelor's Degree
         Department: School of Software
         Major: Software Engineering
         Research Fields: Natural Language Processing, Game Theory

Selected Publications

My research interests include artificial intelligence, deep learning, machine learning, natural language processing, autonomous agent, multi-agent collaboration, data mining, information retrieval, multimodal pretraining, and causal inference. Some of my selected papers are listed below in chronological order. Look for the full publication list? Please visit Google Scholar.


PDF		 MAO: A Framework for Process Model Generation with Multi-Agent Orchestration
Leilei Lin, Yumeng Jin, Yingming Zhou, Wenlong Chen, Chen Qian*
In arXiv:2408.01916 (arXiv-2024)

PDF		 Autonomous Agents for Collaborative Task under Information Asymmetry
Wei Liu, Chenxi Wang, Yifei Wang, Zihao Xie, Rennai Qiu, Yufan Dang, Zhuoyun Du, Weize Chen, Cheng Yang, Chen Qian*
In arXiv:2406.14928 (arXiv-2024)

PDF		 Multi-Agent Software Development through Cross-Team Collaboration
Zhuoyun Du*, Chen Qian*, Wei Liu, Zihao Xie, Yifei Wang, Yufan Dang, Weize Chen, Cheng Yang
In arXiv:2406.08979 (arXiv-2024)

PDF		 Scaling Large-Language-Model-based Multi-Agent Collaboration
Chen Qian*, Zihao Xie*, Yifei Wang*, Wei Liu, Yufan Dang, Zhuoyun Du, Weize Chen, Cheng Yang, Zhiyuan Liu, Maosong Sun
In arXiv:2406.07155 (arXiv-2024)

PDF		 Iterative Experience Refinement of Software-Developing Agents
Chen Qian*, Jiahao Li*, Yufan Dang, Wei Liu, YiFei Wang, Zihao Xie, Weize Chen, Cheng Yang, Yingli Zhang, Zhiyuan Liu, Maosong Sun
In arXiv:2405.04219 (arXiv-2024)

PDF		 Experiential Co-Learning of Software-Developing Agents
Chen Qian*, Yufan Dang*, Jiahao Li, Wei Liu, Weize Chen, Cheng Yang, Zhiyuan Liu, Maosong Sun
In the Annual Meeting of the Association for Computational Linguistics (ACL-2024)

PDF		 ChatDev: Communicative Agents for Software Development
Chen Qian, Wei Liu, Hongzhang Liu, Nuo Chen, Yufan Dang, Jiahao Li, Cheng Yang, Weize Chen, Yusheng Su, Xin Cong, Juyuan Xu, Dahai Li, Zhiyuan Liu, Maosong Sun
In the Annual Meeting of the Association for Computational Linguistics (ACL-2024)

PDF		 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)

PDF		 Conceptualized and Contextualized Gaussian Embedding
Chen Qian, Fuli Feng, Lijie Wen, Tat-Seng Chua
In the AAAI Conference on Artificial Intelligence (AAAI-2021)

PDF		 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)

PDF		 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)

PDF		 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)

PDF		 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)

PDF		 Solving Algorithm for Scheduling Problem with Control-flow Constraints
Chen Qian, Lijie Wen, Jianmin Wang
In Computer Integrated Manufacturing Systems (CIMS-2018)

PDF		 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)

PDF		 Internet of Agents: Weaving a Web of Heterogeneous Agents for Collaborative Intelligence
Weize Chen, Ziming You, Ran Li, Yitong Guan, Chen Qian*, Chenyang Zhao, Cheng Yang, Ruobing Xie, Zhiyuan Liu, Maosong Sun
In arXiv:2407.07061 (arXiv-2024)

PDF		 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-2024)

PDF		 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)

PDF		 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)

PDF		 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)

Academic Services

Some of my professional services are listed below in chronological order.


Program Committee Member of KDD, ICML, AAAI in 2025.
Program Committee Member of SDM, CL, CVPR, IJCAI, and NeurIPS in 2024.
Program Committee Member of ACL, IJCAI, KDD, and ENMLP in 2023.
Program Committee Member of ACL, AAAI, AACL, EMNLP, and IJCAI in 2022.
Program Committee Member of ACL, EMNLP, NAACL, AAAI, and IJCAI in 2021.
Program Committee Member of ACL, EMNLP, IJCAI, and AACL in 2020.
Program Committee Member of ESWA in 2019.
External Reviewer of SIGIR, TSE, ICSOC, and TMIS in 2020.
External Reviewer of BPM, CIKM, and ICWS in 2019.
External Reviewer of ATAED, BPM, CoopIS, ICSOC, and PAKDD in 2018.
External Reviewer of BPM, CBPM, ICSOC, ICWS, and PAKDD in 2017.
External Reviewer of BPM, CBPM, and CoopIS in 2016.

News

Some of my (and our group's) news are listed below in chronological order.

Research-related

August 24th, 2024

I am invited to be a program committee member of ICLR.

August 13th, 2024

I am invited to be a program committee member of AAAI.

July 08th, 2024

I am invited to be a program committee member of KDD.

May 22th, 2024

I am invited to be a program committee member of NeurIPS.

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.

Location:

Beijing, China

Homepage:

https://qianc62.github.io

Location Map

Last update: July 08th, 2024.