| 2026 | AAAI | Feature-Aware One-Shot Federated Learning via Hierarchical Token Sequences. | Shudong Liu, Hanwen Zhang, Xiuling Wang, Yuesheng Zhu, Guibo Luo |
| 2026 | ACL | From Scenes to Elements: Multi-Granularity Evidence Retrieval for Verifiable Multimodal RAG. | Guanhua Chen, Chuyue Huang, Yutong Yao, Shudong Liu, Xueqing Song, Lidia S. Chao, Derek F. Wong |
| 2026 | ACL | Chain-of-Procedure: Hierarchical Visual-Language Reasoning for Procedural QA. | Guanhua Chen, Yutong Yao, Shenghe Sun, Ci-Jun Gao, Shudong Liu, Lidia S. Chao, Feng Wan, Derek F. Wong |
| 2025 | EMNLP | CompassVerifier: A Unified and Robust Verifier for LLMs Evaluation and Outcome Reward. | Shudong Liu, Hongwei Liu, Junnan Liu, Linchen Xiao, Songyang Gao, Chengqi Lyu, Yuzhe Gu, Wenwei Zhang, Derek F. Wong, Songyang Zhang, Kai Chen |
| 2025 | ICLR | Is Your Model Really A Good Math Reasoner? Evaluating Mathematical Reasoning with Checklist. | Zihao Zhou, Shudong Liu, Maizhen Ning, Wei Liu, Jindong Wang, Derek F. Wong, Xiaowei Huang, Qiufeng Wang, Kaizhu Huang |
| 2024 | ACL | Domain-Aware k-Nearest-Neighbor Knowledge Distillation for Machine Translation. | Zhexuan Wang, Shudong Liu, Xuebo Liu, Miao Zhang, Derek F. Wong, Min Zhang |
| 2024 | EMNLP | Can LLMs Learn Uncertainty on Their Own? Expressing Uncertainty Effectively in A Self-Training Manner. | Shudong Liu, Zhaocong Li, Xuebo Liu, Runzhe Zhan, Derek F. Wong, Lidia S. Chao, Min Zhang |
| 2023 | ACL | kNN-TL: k-Nearest-Neighbor Transfer Learning for Low-Resource Neural Machine Translation. | Shudong Liu, Xuebo Liu, Derek F. Wong, Zhaocong Li, Wenxiang Jiao, Lidia S. Chao, Min Zhang |
| 2023 | EMNLP | Can LMs Generalize to Future Data? An Empirical Analysis on Text Summarization. | Chi Seng Cheang, Hou Pong Chan, Derek F. Wong, Xuebo Liu, Zhaocong Li, Yanming Sun, Shudong Liu, Lidia S. Chao |
| 2022 | ICASSP | A Graph Attention Interactive Refine Framework with Contextual Regularization for Jointing Intent Detection and Slot Filling. | Zhanbiao Zhu, Peijie Huang, Haojing Huang, Shudong Liu, Leyi Lao |
| 2020 | CISIS | Travel Destination Prediction Based on Origin-Destination Data. | Shudong Liu, Liaoyuan Zhang, Xu Chen |
| 2019 | CISIS | Incremental Patent Semantic Annotation Based on Keyword Extraction and List Extraction. | Xu Chen, Weixian Zong, Na Deng, Shudong Liu, Yipeng Li |
| 2019 | CISIS | Blueprint of Driving Without Emission: EV with Intelligent Charging Stations Network. | Xu Chen, Deliang Zhong, Shuhong You, Shuqi Yang, Na Deng, Shudong Liu, Yipeng Li |
| 2018 | Tencon | Scenario Analysis with Facility Location Optimization. | Shen-Tat Goh, Shudong Liu, Tracy Yong, Eric Siew Khuan Foo |
| 2017 | ADMA | Mobile Robot Scheduling with Multiple Trips and Time Windows. | Shudong Liu, Huayu Wu, Shili Xiang, Xiaoli Li |