Hanyu Gao, Bin Cao, Yunyue Su, Tong-Yi Zhang, Qiang Liu. (2026). "XDecomposer: Learning Prior-Free Set Decomposition for Multiphase X-ray Diffraction." Conference on Neural Information Processing Systems (NeurIPS), to appear.
Huanhuan Ma, Henry Peng Zou, Chengze Li, Enze Ma, Yunyue Su, Philip S. Yu. (2026). "Sycophancy Suppression Can Impair Rational Updating: Anti-Sycophancy Should Preserve the Ability to Update." Findings of the Association for Computational Linguistics: EMNLP 2026, pp. 25499-25515.
Yunyue Su, Jiahui Chen, Zao Jiang, Zhenyi Zhong, Liang Wang, Qiang Liu, Zhaoxiang Zhang. (2026). "SpectraLLM: Uncovering the Ability of LLMs for Molecular Structure Elucidation from Multi-Spectral Data." International Conference on Learning Representations (ICLR), pp. 25079-25117.
Bowen Fang, Wen Ye, Yunyue Su, Jinghao Zhang, Qiang Liu, Yesheng Liu, Xin Sun, Shu Wu, Jiabing Yang, Baole Wei, Liang Wang. (2026). "ToolWeaver: Weaving Collaborative Semantics for Scalable Tool Use in Large Language Models." International Conference on Learning Representations (ICLR), pp. 90654-90684.
Yunyue Su, Zhang Jinshuai, Bowen Fang, Wen Ye, Jinghao Zhang, Bowen Song, Weiqiang Wang, Qiang Liu, Liang Wang. (2025). "Toolscaler: Scalable Generative Tool Calling via Structure-Aware Semantic Tokenization." Findings of the Association for Computational Linguistics: EMNLP 2025, pp. 556-578.
Wen Ye, Zhaocheng Liu, Yuwei Gui, Tingyu Yuan, Yunyue Su, Bowen Fang, Chaoyang Zhao, Qiang Liu, Liang Wang. (2025). "GenPilot: A Multi-Agent System for Test-Time Prompt Optimization in Image Generation." Findings of the Association for Computational Linguistics: EMNLP 2025, pp. 929-958.
Shu Wu, Zekun Li, Yunyue Su, Zeyu Cui, Xiaoyu Zhang, Liang Wang. (2025). "GraphFM: Graph Factorization Machines for Feature Interaction Modelling." Machine Intelligence Research, 22(2), 239-253.
Ge Shi*, Yunyue Su*, Yongliang Ma, Ming Zhou. (2023). "A Hybrid Detection and Generation Framework with Separate Encoders for Event Extraction." Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, pp. 3163-3180.
Conference proceedings talk at Testing Institute of America 2014 Annual Conference, Los Angeles, CA, USA
Talk at London School of Testing, London, UK
Tutorial at UC-Berkeley Institute for Testing Science, Berkeley, CA, USA
Talk at UC San Francisco, Department of Testing, San Francisco, CA, USA