| 2026 | AAAI | anyECG-chat: A Generalist ECG-MLLM for Flexible ECG Input and Multi-Task Understanding. | Haitao Li, Ziyu Li, Yiheng Mao, Ziyi Liu, Zhoujian Sun, Zhengxing Huang |
| 2026 | ACL | Towards Order Fairness: Mitigating LLMs Order Sensitivity through Dual Group Advantage Optimization. | Xu Chu, Guanyu Wang, Zhijie Tan, Xinrong Chen, Ziyu Li, Tong Mo, Weiping Li |
| 2026 | ACL | RADO: Reasoning Audit-Driven Optimization for Rigorous Reasoning in High-Stakes Domains. | Zhijie Tan, Xu Chu, Guanyu Wang, Ziyu Li, Weiping Li, Tong Mo |
| 2026 | WWW | ReRule: Temporal Rule-Augmented Language Modeling for Causal Event Chain Completion. | Wei Zhang, Shufeng Hao, Chongyang Shi, Usman Naseem, Jinyan Liu, Ziyu Li |
| 2025 | EDBT | Database is All You Need: Serving LLMs with Relational Queries. | Wenbo Sun, Ziyu Li, Vaishnav Srinidhi, Rihan Hai |
| 2025 | FDG | Dice Adventure: An Asymmetrical Collaborative Game for Exploring the Hybrid Teaming Effects. | Qiao Zhang, Glen Smith, Ziyu Li, Yuxuan Dong, Erik Harpstead, Christopher J. MacLellan |
| 2025 | HAI | Vertical Farm: A Unified Testbed to Address Challenges in Human-Agent Teaming Research. | Ziyu Li, Noor Hammad, Qiao Zhang, Chunyi Wang, Erik Harpstead |
| 2025 | MICCAI | Phenotype-Guided Generative Model for High-Fidelity Cardiac MRI Synthesis: Advancing Pretraining and Clinical Applications. | Ziyu Li, Yujian Hu, Zhengyao Ding, Yiheng Mao, Haitao Li, Fan Yi, Hongkun Zhang, Zhengxing Huang |
| 2025 | MICCAI | DC-Seg: Disentangled Contrastive Learning for Brain Tumor Segmentation with Missing Modalities. | Haitao Li, Ziyu Li, Yiheng Mao, Zhengyao Ding, Zhengxing Huang |
| 2025 | MICCAI | Spatio-Temporal Pre-Trained Foundation Model for Neural Decoding with Fine-Grained Optimization. | Ziyu Li, Zhiyuan Zhu, Yang Bai, Qing Li, Xia Wu |
| 2025 | SIGMOD | Database as Runtime: Compiling LLMs to SQL for In-database Model Serving. | Wenbo Sun, Ziyu Li, Rihan Hai |
| 2024 | CAIN | Mutation-based Consistency Testing for Evaluating the Code Understanding Capability of LLMs. | Ziyu Li, Donghwan Shin |
| 2024 | CIKM | LLM-PQA: LLM-enhanced Prediction Query Answering. | Ziyu Li, Wenjie Zhao, Asterios Katsifodimos, Rihan Hai |
| 2024 | ICDE | Model Selection with Model Zoo via Graph Learning. | Ziyu Li, Hilco van der Wilk, Danning Zhan, Megha Khosla, Alessandro Bozzon, Rihan Hai |
| 2024 | MICCAI | Cross-Modality Cardiac Insight Transfer: A Contrastive Learning Approach to Enrich ECG with CMR Features. | Zhengyao Ding, Yujian Hu, Ziyu Li, Hongkun Zhang, Fei Wu, Yilang Xiang, Tian Li, Ziyi Liu, Xuesen Chu, Zhengxing Huang |
| 2024 | PKAW | Intent-Spectrum BotTracker: Tackling LLM-Based Social Media Bots Through an Enhanced BotRGCN Model with Intention and Entropy Measurement. | Jinglong Duan, Ziyu Li, Xiaodan Wang, Weihua Li, Quan Bai, Minh Nguyen |
| 2024 | VLDB | Quantum Data Structures for Enhanced Database Performance. | Tim Littau, Ziyu Li, Rihan Hai |
| 2023 | ICCV | GPA-3D: Geometry-aware Prototype Alignment for Unsupervised Domain Adaptive 3D Object Detection from Point Clouds. | Ziyu Li, Jingming Guo, Tongtong Cao, Bingbing Liu, Wankou Yang |
| 2023 | ICDE | Amalur: Data Integration Meets Machine Learning. | Rihan Hai, Christos Koutras, Andra Ionescu, Ziyu Li, Wenbo Sun, Jessie van Schijndel, Yan Kang, Asterios Katsifodimos |
| 2023 | ICDE | Optimizing Machine Learning Inference Queries for Multiple Objectives. | Ziyu Li, Mariette Schnfeld, Rihan Hai, Alessandro Bozzon, Asterios Katsifodimos |
| 2023 | ICWE | Macaroni: Crawling and Enriching Metadata from Public Model Zoos. | Ziyu Li, Henk Kant, Rihan Hai, Asterios Katsifodimos, Alessandro Bozzon |
| 2023 | ICWE | Optimizing ML Inference Queries Under Constraints. | Ziyu Li, Mariette Schnfeld, Wenbo Sun, Marios Fragkoulis, Rihan Hai, Alessandro Bozzon, Asterios Katsifodimos |
| 2021 | CVPR | Towards Unified Surgical Skill Assessment. | Daochang Liu, Qiyue Li, Tingting Jiang, Yizhou Wang, Rulin Miao, Fei Shan, Ziyu Li |
| 2020 | MICCAI | Unsupervised Surgical Instrument Segmentation via Anchor Generation and Semantic Diffusion. | Daochang Liu, Yuhui Wei, Tingting Jiang, Yizhou Wang, Rulin Miao, Fei Shan, Ziyu Li |
| 2020 | VLDB | Complex Event Processing on Real-time Video Streams. | Ziyu Li |
| 2019 | MICCAI | Surgical Skill Assessment on In-Vivo Clinical Data via the Clearness of Operating Field. | Daochang Liu, Tingting Jiang, Yizhou Wang, Rulin Miao, Fei Shan, Ziyu Li |