| 2026 | AAAI | ToC: Tree-of-Claims Search with Multi-Agent Language Models. | Shuyang Yu, Jianan Liang, Hui Hu |
| 2025 | ACL | Neural Parameter Search for Slimmer Fine-Tuned Models and Better Transfer. | Guodong Du, Zitao Fang, Jing Li, Junlin Li, Runhua Jiang, Shuyang Yu, Yifei Guo, Yangneng Chen, Sim Kuan Goh, Ho-Kin Tang, Daojing He, Honghai Liu, Min Zhang |
| 2025 | EMNLP | To See a World in a Spark of Neuron: Disentangling Multi-Task Interference for Training-Free Model Merging. | Zitao Fang, Guodong Du, Shuyang Yu, Yifei Guo, Yiwei Zhang, Yiyao Cao, Jing Li, Ho-Kin Tang, Sim Kuan Goh |
| 2025 | NAACL | Dynamic Uncertainty Ranking: Enhancing Retrieval-Augmented In-Context Learning for Long-Tail Knowledge in LLMs. | Shuyang Yu, Runxue Bao, Parminder Bhatia, Taha A. Kass-Hout, Jiayu Zhou, Cao Xiao |
| 2024 | ACL | Knowledge Fusion By Evolving Weights of Language Models. | Guodong Du, Jing Li, Hanting Liu, Runhua Jiang, Shuyang Yu, Yifei Guo, Sim Kuan Goh, Ho-Kin Tang |
| 2024 | ICLR | Safe and Robust Watermark Injection with a Single OoD Image. | Shuyang Yu, Junyuan Hong, Haobo Zhang, Haotao Wang, Zhangyang Wang, Jiayu Zhou |
| 2024 | IJCNN | CADE: Cosine Annealing Differential Evolution for Spiking Neural Network. | Runhua Jiang, Guodong Du, Shuyang Yu, Yifei Guo, Sim Kuan Goh, Ho-Kin Tang |
| 2023 | ICLR | Turning the Curse of Heterogeneity in Federated Learning into a Blessing for Out-of-Distribution Detection. | Shuyang Yu, Junyuan Hong, Haotao Wang, Zhangyang Wang, Jiayu Zhou |
| 2023 | ICML | Revisiting Data-Free Knowledge Distillation with Poisoned Teachers. | Junyuan Hong, Yi Zeng, Shuyang Yu, Lingjuan Lyu, Ruoxi Jia, Jiayu Zhou |
| 2022 | ICDM | Robust Unsupervised Domain Adaptation from A Corrupted Source. | Shuyang Yu, Zhuangdi Zhu, Boyang Liu, Anil K. Jain, Jiayu Zhou |
| 2021 | KDD | Federated Adversarial Debiasing for Fair and Transferable Representations. | Junyuan Hong, Zhuangdi Zhu, Shuyang Yu, Zhangyang Wang, Hiroko H. Dodge, Jiayu Zhou |
| 2019 | KDD | Tackle Balancing Constraint for Incremental Semi-Supervised Support Vector Learning. | Shuyang Yu, Bin Gu, Kunpeng Ning, Haiyan Chen, Jian Pei, Heng Huang |
| 2011 | VTC | Joint Spectrum Sensing in Distributed MIMO Systems. | Shuyang Yu, Xiangyang Wang |
| 2011 | VTC | Optimal Soft Combination and Cooperative Sensing in Distributed Antenna Systems. | Wentao Yu, Shuyang Yu, Xiangyang Wang |