| 2026 | AAAI | GateRA: Token-aware Modulation for Parameter-Efficient Fine-tuning. | Jie Ou, Shuaihong Jiang, Yingjun Du, Cees G. M. Snoek |
| 2026 | ACL | AdapShot: Adaptive Many-Shot In-Context Learning with Semantic-Aware KV Cache Reuse. | Jie Ou, Jinyu Guo, Shiyao Guo, Yuang Li, Ruiqi Wu, Zhaokun Wang, Wenyi Li, Wenhong Tian |
| 2026 | ACL | CAP: Controllable Alignment Prompting for Unlearning in LLMs. | Zhaokun Wang, Jinyu Guo, Jingwen Pu, Hongli Pu, Meng Yang, Xunlei Chen, Jie Ou, Wenyi Li, Guangchun Luo, Wenhong Tian |
| 2025 | ACL | HASH-RAG: Bridging Deep Hashing with Retriever for Efficient, Fine Retrieval and Augmented Generation. | Jinyu Guo, Xunlei Chen, Qiyang Xia, Zhaokun Wang, Jie Ou, Libo Qin, Shunyu Yao, Wenhong Tian |
| 2025 | ACL | Accelerating Adaptive Retrieval Augmented Generation via Instruction-Driven Representation Reduction of Retrieval Overlaps. | Jie Ou, Jinyu Guo, Shuaihong Jiang, Zhaokun Wang, Libo Qin, Shunyu Yao, Wenhong Tian |
| 2025 | DSAA | Efficient and Automatic 3D Parallelism Strategies Search via Contrastive Reinforcement Learning Pretrained Neural Networks. | Jie Ou, Xiaowang Li, Yueming Chen, Jiahong Qian, Teng Su, Wenhong Tian |
| 2025 | ICASSP | Enhancing Large Language Model Inference Efficiency via Lookahead Cache Filtering. | Jie Ou, Yueming Chen, Shuaihong Jiang, Wenhong Tian |
| 2025 | IJCNN | A Neural Network-Based Pipeline Parallel Strategy Solver for Heterogeneous Environments. | Jie Ou, Jinyu Guo, Yueming Chen, Shuaihong Jiang, Ruini Xue, Wenhong Tian |
| 2025 | IJCNN | Low-Rank Decomposition Assisted Quantization and Inference Compensation for Quality Large Language Model Inference. | Jie Ou, Jinyu Guo, Shuaihong Jiang, Zhaokun Wang, Yueming Chen, Ruini Xue, Wenhong Tian |
| 2024 | ICPR | Improving Chinese Emotion Classification Based on Bilingual Feature Fusion. | Haocheng Lan, Jie Ou, Zhaokun Wang, Wenhong Tian |
| 2024 | NAACL | Compensate Quantization Errors: Make Weights Hierarchical to Compensate Each Other. | Yifei Gao, Jie Ou, Lei Wang, Yuting Xiao, Xiangzhiyuan Xiangzhiyuan, Ruiting Dai, Jun Cheng |
| 2024 | NAACL | Lossless Acceleration of Large Language Model via Adaptive N-gram Parallel Decoding. | Jie Ou, Yueming Chen, Wenhong Tian |
| 2021 | ITC | Smart Sampling for Efficient System Level Test: A Robust Machine Learning Approach. | Chenwei Liu, Jie Ou |
| 2020 | ECCV | Attention Enhanced Single Stage Multimodal Reasoner. | Jie Ou, Xinying Zhang |