Research output per year
Research output per year
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Dive into the research topics where Denghui 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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AlphaVC: A Reinforcement Learning-based Venture Capital Investment Strategy
Zhong, H., Yuan, Z., Zhang, D., Jiang, Y., Zhang, S. & Xiong, H., 2024, Proceedings of the 57th Annual Hawaii International Conference on System Sciences, HICSS 2024. Bui, T. X. (ed.). p. 4333-4342 10 p. (Proceedings of the Annual Hawaii International Conference on System Sciences).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Do LLMs Know to Respect Copyright Notice?
Xu, J., Li, S., Xu, Z. & Zhang, D., 2024, EMNLP 2024 - 2024 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference. Al-Onaizan, Y., Bansal, M. & Chen, Y.-N. (eds.). p. 20604-20619 16 p. (EMNLP 2024 - 2024 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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FINCON: A Synthesized LLM Multi-Agent System with Conceptual Verbal Reinforcement for Enhanced Financial Decision Making
Yu, Y., Yao, Z., Li, H., Deng, Z., Jiang, Y., Cao, Y., Chen, Z., Suchow, J. W., Cui, Z., Liu, R., Xu, Z., Zhang, D., Subbalakshmi, K., Xiong, G., He, Y., Huang, J., Li, D. & Xie, Q., 2024, In: Advances in Neural Information Processing Systems. 37Research output: Contribution to journal › Conference article › peer-review
5 Scopus citations -
Make Graph Neural Networks Great Again: A Generic Integration Paradigm of Topology-Free Patterns for Traffic Speed Prediction
Zhou, Y., Wang, P., Dong, H., Zhang, D., Yang, D., Fu, Y. & Wang, P., 2024, Proceedings of the 33rd International Joint Conference on Artificial Intelligence, IJCAI 2024. Larson, K. (ed.). p. 2607-2615 9 p. (IJCAI International Joint Conference on Artificial Intelligence).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
5 Scopus citations -
Self-Paced Unified Representation Learning for Hierarchical Multi-Label Classification
Yuan, Z., Liu, H., Zhou, H., Zhang, D., Zhang, X., Wang, H. & Xiong, H., 25 Mar 2024, In: Proceedings of the AAAI Conference on Artificial Intelligence. 38, 15, p. 16623-16632 10 p.Research output: Contribution to journal › Conference article › peer-review
Open Access3 Scopus citations