| 2026 | EACL | Rethinking Prompt Optimizers: From Prompt Merits to Optimization. | Zixiao Zhu, Hanzhang Zhou, Zijian Feng, Tianjiao Li, Chua Jia Jim Deryl, Lee Onn Mak, Gee Wah Ng, Kezhi Mao |
| 2025 | NAACL | Beyond the Next Token: Towards Prompt-Robust Zero-Shot Classification via Efficient Multi-Token Prediction. | Junlang Qian, Zixiao Zhu, Hanzhang Zhou, Zijian Feng, Zepeng Zhai, Kezhi Mao |
| 2025 | NAACL | Logit Separability-Driven Samples and Multiple Class-Related Words Selection for Advancing In-Context Learning. | Zixiao Zhu, Zijian Feng, Hanzhang Zhou, Junlang Qian, Kezhi Mao |
| 2024 | ACL | FreeCtrl: Constructing Control Centers with Feedforward Layers for Learning-Free Controllable Text Generation. | Zijian Feng, Hanzhang Zhou, Kezhi Mao, Zixiao Zhu |
| 2024 | ACL | LLMs Learn Task Heuristics from Demonstrations: A Heuristic-Driven Prompting Strategy for Document-Level Event Argument Extraction. | Hanzhang Zhou, Junlang Qian, Zijian Feng, Hui Lu, Zixiao Zhu, Kezhi Mao |
| 2024 | EACL | PromptExplainer: Explaining Language Models through Prompt-based Learning. | Zijian Feng, Hanzhang Zhou, Zixiao Zhu, Kezhi Mao |
| 2024 | ICLR | Unveiling and Manipulating Prompt Influence in Large Language Models. | Zijian Feng, Hanzhang Zhou, Zixiao Zhu, Junlang Qian, Kezhi Mao |
| 2024 | NAACL | EDEntail: An Entailment-based Few-shot Text Classification with Extensional Definition. | Zixiao Zhu, Junlang Qian, Zijian Feng, Hanzhang Zhou, Kezhi Mao |
| 2023 | EMNLP | Closed Boundary Learning for Classification Tasks with the Universum Class. | Hanzhang Zhou, Zijian Feng, Kezhi Mao |
| 2022 | IROS | A Deep-Learning-based System for Indoor Active Cleaning. | Yike Yun, Linjie Hou, Zijian Feng, Wei Jin, Yang Liu, Heng Wang, Ruonan He, Weitao Guo, Bo Han, Baoxing Qin, Jiaxin Li |
| 2021 | ICCV | Interaction via Bi-directional Graph of Semantic Region Affinity for Scene Parsing. | Henghui Ding, Hui Zhang, Jun Liu, Jiaxin Li, Zijian Feng, Xudong Jiang |
| 2021 | ICCV | MT-ORL: Multi-Task Occlusion Relationship Learning. | Panhe Feng, Qi She, Lei Zhu, Jiaxin Li, Lin Zhang, Zijian Feng, Changhu Wang, Chunpeng Li, Xuejing Kang, Anlong Ming |
| 2021 | ICCV | MINE: Towards Continuous Depth MPI with NeRF for Novel View Synthesis. | Jiaxin Li, Zijian Feng, Qi She, Henghui Ding, Changhu Wang, Gim Hee Lee |
| 2011 | ICMLC | Automatic classification of uncertain data by soft classifier. | Le Li, Zhiwen Yu, Zijian Feng, Xiaohang Zhang |
| 2011 | ICMLC | USOM: Mining and visualizing uncertain data based on self-organizing maps. | Le Li, Xiaohang Zhang, Zhiwen Yu, Zijian Feng, Ruiping Wei |