| 2026 | ACL | Cross-Prompt Automated Essay Scoring of Multiple Traits: Making Sense of the State of the Art. | Shengjie Li, Vincent Ng |
| 2026 | IWQoS | Adaptive Multi-Path Mamba Knowledge Distillation Framework for Industrial Defect Detection. | Shengjie Li, Jiancheng Chi, Pengfei Wang, Lei Wang, Xiaobo Zhou, Ning Chen, Tie Qiu |
| 2026 | SIGIR | Adaptive Mix Preference Optimization for Generative Recommendation. | Junbo Qi, Yanyan Zou, Xuanhua Yang, Sulong Xu, Ying Sun, Shengjie Li |
| 2026 | SIGIR | Breaking the Relevance-Diversity Seesaw: Hierarchical LLM Reasoning with RL for Industrial Novelty Recommendation. | Ying Sun, Yanyan Zou, Xiao Wang, Hanchuan Xu, Xuanhua Yang, Sulong Xu, Junbo Qi, Shengjie Li |
| 2026 | SIGIR | GenRec: A Preference-Oriented Generative Framework for Large-Scale Recommendation. | Yanyan Zou, Junbo Qi, Lunsong Huang, Yu Li, Kewei Xu, Jiahao Gao, Binglei Zhao, Xuanhua Yang, Sulong Xu, Shengjie Li |
| 2025 | EMNLP | Graph-Based Multi-Trait Essay Scoring. | Shengjie Li, Vincent Ng |
| 2024 | ACL | Conundrums in Cross-Prompt Automated Essay Scoring: Making Sense of the State of the Art. | Shengjie Li, Vincent Ng |
| 2024 | EMNLP | Automated Essay Scoring: A Reflection on the State of the Art. | Shengjie Li, Vincent Ng |
| 2024 | IJCAI | Automated Essay Scoring: Recent Successes and Future Directions. | Shengjie Li, Vincent Ng |
| 2024 | NAACL | ICLE++: Modeling Fine-Grained Traits for Holistic Essay Scoring. | Shengjie Li, Vincent Ng |
| 2023 | AAAI | Multimodal Propaganda Processing. | Vincent Ng, Shengjie Li |
| 2023 | ICIP | Modality Meets Long-Term Tracker: A Siamese Dual Fusion Framework for Tracking UAV. | Zhihao Zhang, Lei Jin, Shengjie Li, Jianqiang Xia, Jun Wang, Zun Li, Zheng Zhu, Wenhan Yang, Pengfei Zhang, Jian Zhao, Bo Zhang |
| 2022 | COLING | Summarizing Dialogues with Negative Cues. | Junpeng Liu, Yanyan Zou, Yuxuan Xi, Shengjie Li, Mian Ma, Zhuoye Ding |
| 2022 | EMNLP | End-to-End Neural Discourse Deixis Resolution in Dialogue. | Shengjie Li, Vincent Ng |
| 2022 | Interspeech | Negative Guided Abstractive Dialogue Summarization. | Junpeng Liu, Yanyan Zou, Yuxuan Xi, Shengjie Li, Mian Ma, Zhuoye Ding, Bo Long |
| 2020 | ACL | Cross-modal Coherence Modeling for Caption Generation. | Malihe Alikhani, Piyush Sharma, Shengjie Li, Radu Soricut, Matthew Stone |
| 2018 | UIC | WiFit: Ubiquitous Bodyweight Exercise Monitoring with Commodity Wi-Fi Devices. | Shengjie Li, Xiang Li, Qin Lv, Guiyu Tian, Daqing Zhang |
| 2017 | ICOST | AR-Alarm: An Adaptive and Robust Intrusion Detection System Leveraging CSI from Commodity Wi-Fi. | Shengjie Li, Xiang Li, Kai Niu, Hao Wang, Yue Zhang, Daqing Zhang |