| 2026 | ACL | Learning from Textual Radiology Reports: A Benchmark Dataset for Coronary CT Angiography. | Sudharshan Balaji, Zhiyu Liu, Zhengyuan Jiang, Shuo Lei, Yimin Chen, Yang Xiao, Shone O. Almeida, Mathew Joseph Karivelil, Christopher Malanga, Ning Wang |
| 2025 | ACL | Self-attention-based Graph-of-Thought for Math Problem Solving. | Ruiqiao Bai, Xue Han, Shuo Lei, Junlan Feng, Yanyan Luo, Chao Deng |
| 2025 | SDM | Optimizing Transit Network Expansion with Gated Attentive Graph Reinforcement Learning. | Fanglan Chen, Dongjie Wang, Jianfeng He, Shuo Lei, Chang-Tien Lu |
| 2024 | ICASSP | Can LLM Find the Green Circle? Investigation and Human-Guided Tool Manipulation for Compositional Generalization. | Min Zhang, Jianfeng He, Shuo Lei, Murong Yue, Linhan Wang, Chang-Tien Lu |
| 2024 | NAACL | Uncertainty Estimation on Sequential Labeling via Uncertainty Transmission. | Jianfeng He, Linlin Yu, Shuo Lei, Chang-Tien Lu, Feng Chen |
| 2023 | AAAI | Exploring Tradeoffs in Automated School Redistricting: Computational and Ethical Perspectives. | Fanglan Chen, Subhodip Biswas, Zhiqian Chen, Shuo Lei, Naren Ramakrishnan, Chang-Tien Lu |
| 2023 | ACL | TART: Improved Few-shot Text Classification Using Task-Adaptive Reference Transformation. | Shuo Lei, Xuchao Zhang, Jianfeng He, Fanglan Chen, Chang-Tien Lu |
| 2023 | EMNLP | Beyond Layout Embedding: Layout Attention with Gaussian Biases for Structured Document Understanding. | Xi Zhu, Xue Han, Shuyuan Peng, Shuo Lei, Chao Deng, Junlan Feng |
| 2023 | KDD | CLUR: Uncertainty Estimation for Few-Shot Text Classification with Contrastive Learning. | Jianfeng He, Xuchao Zhang, Shuo Lei, Abdulaziz Alhamadani, Fanglan Chen, Bei Xiao, Chang-Tien Lu |
| 2022 | ECCV | Cross-Domain Few-Shot Semantic Segmentation. | Shuo Lei, Xuchao Zhang, Jianfeng He, Fanglan Chen, Bowen Du, Chang-Tien Lu |
| 2022 | NAACL | Uncertainty-Aware Cross-Lingual Transfer with Pseudo Partial Labels. | Shuo Lei, Xuchao Zhang, Jianfeng He, Fanglan Chen, Chang-Tien Lu |
| 2020 | EMNLP | Towards More Accurate Uncertainty Estimation In Text Classification. | Jianfeng He, Xuchao Zhang, Shuo Lei, Zhiqian Chen, Fanglan Chen, Abdulaziz Alhamadani, Bei Xiao, Chang-Tien Lu |
| 2018 | ICDM | Robust Regression via Online Feature Selection Under Adversarial Data Corruption. | Xuchao Zhang, Shuo Lei, Liang Zhao, Arnold P. Boedihardjo, Chang-Tien Lu |
| 2017 | UIC | Forecasting car rental demand based temporal and spatial travel patterns. | Shuo Lei, Haiquan Wang, Chen Yang, Bowen Du, Runxing Zhong, Runhe Huang |
| 2017 | UIC | Spatiotemporal multi-task learning for citywide passenger flow prediction. | Runxing Zhong, Weifeng Lv, Bowen Du, Shuo Lei, Runhe Huang |