| 2026 | ACL | MTR-DuplexBench: Towards a Comprehensive Evaluation of Multi-Round Conversations for Full-Duplex Speech Language Models. | Zhang He, Wenqian Cui, Haoning Xu, Xiao-Hui Li, Lei Zhu, Haoli Bai, Shaohua Ma, Irwin King |
| 2026 | ICDAR | GraphVLM: Combining VLMs with GraphMLLM for Document Understanding. | Shuai Li, Xiao-Hui Li, Hai-Jie Yuan, Fei Yin, Lin-Lin Huang |
| 2026 | ICDAR | DeChart: A Benchmark and Text-Enhanced Chart-to-Table Conversion Method with Multimodal LLMs. | Chen-Yu Xie, Xiao-Hui Li, Fei Yin, Cheng-Lin Liu |
| 2025 | ACL | LongDocURL: a Comprehensive Multimodal Long Document Benchmark Integrating Understanding, Reasoning, and Locating. | Chao Deng, Jiale Yuan, Pi Bu, Peijie Wang, Zhong-Zhi Li, Jian Xu, Xiao-Hui Li, Yuan Gao, Jun Song, Bo Zheng, Cheng-Lin Liu |
| 2025 | CVPR | DocSAM: Unified Document Image Segmentation via Query Decomposition and Heterogeneous Mixed Learning. | Xiao-Hui Li, Fei Yin, Cheng-Lin Liu |
| 2025 | ICDAR | TableCall: Boosting Table Question Answering with Tool-Driven Training-Free LLMs. | Chun-Bo Xu, Yi-Ming Chen, Xiao-Hui Li, Fei Yin, Cheng-Lin Liu |
| 2024 | ICDAR | GraphMLLM: A Graph-Based Multi-level Layout Language-Independent Model for Document Understanding. | He-Sen Dai, Xiao-Hui Li, Fei Yin, Xudong Yan, Shuqi Mei, Cheng-Lin Liu |
| 2024 | ICDAR | Adaptive Scaling and Refined Pyramid Feature Fusion Network for Scene Text Segmentation. | Tian-Zuo Li, Heng Zhang, Xiao-Hui Li, Fei Yin |
| 2024 | ICPR | Region-Level Layout Generation for Multi-level Pre-trained Model Based Visual Information Extraction. | Shuai Li, Xiao-Hui Li, Fei Yin, Lin-Lin Huang |
| 2023 | ICCV | Visual Traffic Knowledge Graph Generation from Scene Images. | Yunfei Guo, Fei Yin, Xiao-Hui Li, Xudong Yan, Tao Xue, Shuqi Mei, Cheng-Lin Liu |
| 2023 | IJCAI | ViT-CX: Causal Explanation of Vision Transformers. | Weiyan Xie, Xiao-Hui Li, Caleb Chen Cao, Nevin L. Zhang |
| 2023 | UAI | Two-stage holistic and contrastive explanation of image classification. | Weiyan Xie, Xiao-Hui Li, Zhi Lin, Leonard K. M. Poon, Caleb Chen Cao, Nevin L. Zhang |
| 2022 | ICDE | Tower Bridge Net (TB-Net): Bidirectional Knowledge Graph Aware Embedding Propagation for Explainable Recommender Systems. | Shendi Wang, Haoyang Li, Caleb Chen Cao, Xiao-Hui Li, Ng Ngai Fai, Jianxin Liu, Xun Xue, Hu Song, Jinyu Li, Guangye Gu, Lei Chen |
| 2021 | ICDAR | Adaptive Scaling for Archival Table Structure Recognition. | Xiao-Hui Li, Fei Yin, Xu-Yao Zhang, Cheng-Lin Liu |
| 2021 | KDD | An Experimental Study of Quantitative Evaluations on Saliency Methods. | Xiao-Hui Li, Yuhan Shi, Haoyang Li, Wei Bai, Caleb Chen Cao, Lei Chen |
| 2021 | KDD | Counterfactual Explanations in Explainable AI: A Tutorial. | Cong Wang, Xiao-Hui Li, Haocheng Han, Shendi Wang, Luning Wang, Caleb Chen Cao, Lei Chen |