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Dive into the research topics where Yongfeng Zhang is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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CAREER: Towards Conversational Recommendation Systems: Explainability, Fairness, and Human-in-the-Loop Learning
Zhang, Y. (PI)
10/1/21 → 9/30/26
Project: Research project
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FMitF: Track I: Synthesis and Verification for Programmatic Reinforcement Learning
Zhu, H. (PI) & Zhang, Y. (CoPI)
10/1/21 → 9/30/25
Project: Research project
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RI: Small: Enabling Interpretable AI via Bayesian Deep Learning
Wang, H. (PI) & Zhang, Y. (CoPI)
10/1/21 → 9/30/25
Project: Research project
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III: Small: Collaborative Research: Scrutable and Explainable Information Retrieval with Model Intrinsic and Agnostic Approaches
Zhang, Y. (PI)
10/1/20 → 9/30/23
Project: Research project
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III: Small: Towards Explainable Recommendation Systems
Zhang, Y. (PI) & Shah, C. (CoPI)
10/1/19 → 4/30/23
Project: Research project
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A Content-Driven Micro-Video Recommendation Dataset at Scale
Ni, Y., Cheng, Y., Liu, X., Fu, J., Li, Y., He, X., Zhang, Y. & Yuan, F., Nov 10 2025, CIKM 2025 - Proceedings of the 34th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, Inc, p. 6486-6491 6 p. (CIKM 2025 - Proceedings of the 34th ACM International Conference on Information and Knowledge Management).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
AGENT SECURITY BENCH (ASB): FORMALIZING AND BENCHMARKING ATTACKS AND DEFENSES IN LLM-BASED AGENTS
Zhang, H., Huang, J., Mei, K., Yao, Y., Wang, Z., Zhan, C., Wang, H. & Zhang, Y., 2025, 13th International Conference on Learning Representations, ICLR 2025. International Conference on Learning Representations, ICLR, p. 88011-88046 36 p. (13th International Conference on Learning Representations, ICLR 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
4 Scopus citations -
A Survey on Trustworthy LLM Agents: Threats and Countermeasures
Yu, M., Meng, F., Zhou, X., Wang, S., Mao, J., Pan, L., Chen, T., Wang, K., Li, X., Zhang, Y., An, B. & Wen, Q., Aug 3 2025, KDD 2025 - Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 6216-6226 11 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. 2).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
2 Scopus citations -
Causal Inference for Recommendation: Foundations, Methods, and Applications
Xu, S., Ji, J., Li, Y., Ge, Y., Tan, J. & Zhang, Y., Apr 15 2025, In: ACM Transactions on Intelligent Systems and Technology. 16, 3, 51.Research output: Contribution to journal › Review article › peer-review
Open Access3 Scopus citations -
Disentangling Memory and Reasoning Ability in Large Language Models
Jin, M., Luo, W., Cheng, S., Wang, X., Hua, W., Tang, R., Wang, W. & Zhang, Y., 2025, Long Papers. Che, W., Nabende, J., Shutova, E. & Pilehvar, M. T. (eds.). Association for Computational Linguistics (ACL), p. 1681-1701 21 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 1).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution