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Denghui Zhang

20172025

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  • 23 Conference contribution
  • 4 Article
  • 4 Conference article

  • ALinFiK: Learning to Approximate Linearized Future Influence Kernel for Scalable Third-Party LLM Data Valuation

    Pan, Y., Lin, H., Ran, Y., Chen, J., Yu, X., Zhao, W., Zhang, D. & Xu, Z., 2025, Long Papers. Chiruzzo, L., Ritter, A. & Wang, L. (eds.). p. 11756-11771 16 p. (Proceedings of the 2025 Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies: Long Papers, NAACL-HLT 2025; vol. 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access
    2 Scopus citations

  • AuditBench: A Benchmark for Large Language Models in Financial Statement Auditing

    Wang, R., Liu, J., Zhao, W., Li, S. & Zhang, D., 2025, AI for Research and Scalable, Efficient Systems - Second International Workshop, AI4Research 2025, and First International Workshop, SEAS 2025, Held in Conjunction with AAAI 2025, Proceedings. Wang, Q., Yin, W., Aich, A., Suh, Y. & Peng, K.-C. (eds.). p. 59-81 23 p. (Communications in Computer and Information Science; vol. 2533 CCIS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Beyond Reactive Safety: Risk-Aware LLM Alignment via Long-Horizon Simulation

    Sun, C., Zhang, D., Zhai, C. X. & Ji, H., 2025, Findings of the Association for Computational Linguistics: ACL 2025. Che, W., Nabende, J., Shutova, E. & Pilehvar, M. T. (eds.). p. 6422-6434 13 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access

  • EscapeBench: Towards Advancing Creative Intelligence of Language Model Agents

    Qian, C., Han, P., Luo, Q., He, B., Chen, X., Zhang, Y., Du, H., Yao, J., Yang, X., Zhang, D., Li, Y. & Ji, H., 2025, Long Papers. Che, W., Nabende, J., Shutova, E. & Pilehvar, M. T. (eds.). p. 798-820 23 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

    Open Access

  • FinMem: A Performance-Enhanced LLM Trading Agent With Layered Memory and Character Design

    Yu, Y., Li, H., Chen, Z., Jiang, Y., Li, Y., Suchow, J. W., Zhang, D. & Khashanah, K., 2025, In: IEEE Transactions on Big Data. 11, 6, p. 3443-3459 17 p.

    Research output: Contribution to journal › Article › peer-review

    3 Scopus citations
View all 31 Research outputs