🧑‍🔬 Depeng Jin

🏛️ Affiliations

🎓Tsinghua UniversityBeijing · China2001–2025 · 472 papers🔬Beijing National Research Center for Information Science and TechnologyBeijing · China2018–2025 · 90 papers🔬State Key Laboratory of Microwave and Digital Communication TechnologyBeijing2009–2020 · 9 papers🎓PLA Information Engineering UniversityZhengzhou · China2004 · 2 papers

From the bylines of their papers (OpenAlex, 2026-10-14), ORCID and Wikidata; institutions on papers are matched by machine. 2 more institutions on single bylines are not listed.

🧭 Fields, topics and concepts

Of its works in our library, with the number of works on each.

📅 Works by year

2020s

📄 Papers

The most cited first (OpenAlex and our library).

1. Stance Detection with Collaborative Role-Infused LLM-Based Agents (2023 · 99 citations)
   Stance detection identifies whether a text's author favors, opposes, or is neutral toward a given target. Most existing methods, including cross-target and zero-shot ones, still need labeled training data. Simple prompting of LLMs often falls short of strong non-LLM baselines for two reasons: understanding the text…
2. Identifying Collective Intelligence Factor in LLM Agent Groups for Generalizable Multi-Agent System Design (2026)
   Most work on LLM-based multi-agent systems (MAS) tunes a system for a single task. This paper asks whether agent groups have a task-independent "general ability," similar to the collective intelligence (CI) factor found in human teams. The authors adapt human group-psychology experiments and build 108 LLM agent…

All works

5 works of theirs in our library, the most cited first; 2 with a page here, the others link their original until we summarise them.

1. Sequential Recommendation with Graph Neural Networks ↗International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · no summary yetJianxin Chang et al.2021 · 442 citations
2. Multi-behavior Recommendation with Graph Convolutional Networks ↗International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · no summary yetBowen Jin et al.2020 · 422 citations
3. Stance Detection with Collaborative Role-Infused LLM-Based AgentsProceedings of the International AAAI Conference on Web and Social MediaXiaochong Lan, Chen Gao, Depeng Jin, et al.2023 · 99 citations
4. MAPDP: Cooperative Multi-Agent Reinforcement Learning to Solve Pickup and Delivery Problems ↗Proceedings of the AAAI Conference on Artificial Intelligence · no summary yetZefang Zong et al.2022 · 58 citations
5. Identifying Collective Intelligence Factor in LLM Agent Groups for Generalizable Multi-Agent System DesignFindings of the Association for Computational LinguisticsZhilun Zhou, Zihan Liu, Jiahe Liu, et al.2026

🤝 Co-authors here

8 co-authors with a page, the most papers together first.

• Yong Li ×2
• Chen Gao
• Fengli Xu
• Jiahe Liu
• Xiaochong Lan
• Yihan Wang
• Zhilun Zhou
• Zihan Liu

Venues

Where their works here were published, the most works first, with the editions of those that have a page.

• International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) ×2
• Findings of the Association for Computational Linguistics: Findings of the Association for Computational Linguistics 2026
• Proceedings of the International AAAI Conference on Web and Social Media: Proceedings of the International AAAI Conference on Web and Social Media 2023
• Proceedings of the AAAI Conference on Artificial Intelligence

🔗 Cited by

Papers of our library cite their works 50 times (of the 149,439 papers whose bibliographies we read); 8 citing papers with a page here →.

Updated 3 November 2026

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