| 2025 | AAAI | Unleashing the Potential of Large Language Models as Prompt Optimizers: Analogical Analysis with Gradient-based Model Optimizers. | Xinyu Tang, Xiaolei Wang, Wayne Xin Zhao, Siyuan Lu, Yaliang Li, Ji-Rong Wen |
| 2025 | COLING | PreAct: Prediction Enhances Agent's Planning Ability. | Dayuan Fu, Jianzhao Huang, Siyuan Lu, Guanting Dong, Yejie Wang, Keqing He, Weiran Xu |
| 2025 | ECAI | H | Wei Guo, Siyuan Lu, Yiqi Tong, Zhaojun Hu, Fuzhen Zhuang, Xiao Zhang, Tao Fan, Jin Dong |
| 2024 | NLDB | ECR: An Expertise-Enriched Conclude-Then-Refine Summarization Framework for Professional Articles. | Zehui Liang, Keli Xie, Siyuan Lu, Yubo Shi, Tuohetiyaer Yeerpan, Zhongfeng Wang |
| 2022 | COLING | View Dialogue in 2D: A Two-stream Model in Time-speaker Perspective for Dialogue Summarization and beyond. | Keli Xie, Dongchen He, Jiaxin Zhuang, Siyuan Lu, Zhongfeng Wang |
| 2021 | ICASSP | Elbert: Fast Albert with Confidence-Window Based Early Exit. | Keli Xie, Siyuan Lu, Meiqi Wang, Zhongfeng Wang |
| 2021 | UCC | A new pulmonary disease diagnosis system based on EfficientNet and transfer learning: pulmonary disease diagnosis based on EfficientNet and TL. | Siyuan Lu, Xin Zhang, Yu-Dong Zhang |
| 2020 | GLOBECOM | Learning-Based Massive Beamforming. | Siyuan Lu, Shengjie Zhao, Qingjiang Shi |
| 2020 | IJCNN | LSTM-Based Quantitative Trading Using Dynamic K-Top and Kelly Criterion. | Binjing Li, Keli Xie, Siyuan Lu, Jun Lin, Zhongfeng Wang |
| 2020 | ISCAS | Hardware Accelerator for Engle-Granger Cointegration in Pairs Trading. | Shuang Liang, Siyuan Lu, Jun Lin, Zhongfeng Wang |
| 2020 | ISCC | Block-Diagonal Zero-Forcing Beamforming for Weighted Sum-Rate Maximization in Multi-User Massive MIMO Systems. | Siyuan Lu, Shengjie Zhao, Qingjiang Shi |
| 2020 | KDD | Map Generation from Large Scale Incomplete and Inaccurate Data Labels. | Rui Zhang, Conrad M. Albrecht, Wei Zhang, Xiaodong Cui, Ulrich Finkler, David S. Kung, Siyuan Lu |
| 2018 | ICSOC | A Goal-Driven Context-Aware Architecture for Distributing Cognitive Service Group. | Siyuan Lu |
| 2018 | RO-MAN | SCA-RELM: A New Regularized Extreme Learning Machine Based on Sine Cosine Algorithm for Automated Detection of Pathological Brain. | Deepak Ranjan Nayak, Ratnakar Dash, Zhihai Lu, Siyuan Lu, Banshidhar Majhi |
| 2017 | ICNC | Flower classification based on single petal image and machine learning methods. | Siyuan Lu, Zhihai Lu, Xianqing Chen, Shuihua Wang, Yudong Zhang |
| 2013 | Middleware | GeoMix: scalable geoscientific array data management. | Yaoliang Chen, Xiaomin Xu, Pohan Li, Siyuan Lu, Sheng Huang, Wei Lu, Kevin Brown |