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Ninghao Liu
20252027

Research activity per year

Personal profile

Education/Academic qualification

Master of Science in Electrical and Computer, Georgia Institute of Technology

Bachelor of Engineering, South China University of Technology

Doctor of Philosophy, Texas A&M University

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Collaborations and top research areas from the last five years

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  • BRIDGE the Gap: Mitigating Bias Amplification in Automated Scoring of English Language Learners via Inter-group Data Augmentation

    Wang, Y., Wu, X., Huang, J., Liu, L., Zhai, X. & Liu, N., 2027, Artificial Intelligence in Education - 27th International Conference, AIED 2026, Proceedings. Blanchard, E. G., Chen, G., Chi, M. & Isotani, S. (eds.). p. 31-45 15 p. (Lecture Notes in Computer Science; vol. 16586 LNAI).

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

  • Common Inpainted Objects In-N-Out of Context

    Yang, T., Jordan, T., Sun, R., Liu, N. & Sun, J., Jun 2026, Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

  • MITS: Enhanced Tree Search Reasoning for LLMs via Pointwise Mutual Information

    Li, J., Shi, Y., Huang, X., Lu, J. & Liu, N., Jun 2026, Advances in Knowledge Discovery and Data Mining - 30th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2026, Proceedings. Wong, R.C.-W., Tong, H., Lu, H., Kwok, J., Salim, F., Song, Y. & Yiu, M. L. (eds.). Springer Science and Business Media Deutschland GmbH, p. 288-300 13 p. (Lecture Notes in Computer Science; vol. 16598 LNAI).

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

    Open Access
  • EAP-GP: Mitigating Saturation Effect in Gradient-based Automated Circuit Identification

    Zhang, L., Dong, W., Zhang, Z., Yang, S., Hu, L., Liu, N., Zhou, P. & Wang, D., Sept 2025, Advances in Neural Information Processing Systems (NeurIPS).

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

    Open Access
  • SearchRAG: Can Search Engines Be Helpful for LLM-Based Medical Question Answering?

    Shi, Y., Yang, T., Chen, C., Li, Q., Liu, T., Li, X. & Liu, N., Dec 2025, Proceedings - 2025 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2025. Liu, J., Huang, J., Wang, X., Zhang, F., Zou, X., Tian, T., Hu, X., Hu, B. & Xiong, Y. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 4051-4056 6 p. (Proceedings - 2025 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2025).

    Research output: Chapter in book / Conference proceedingConference article published in proceeding or bookAcademic researchpeer-review

    Open Access