| 2026 | ACL | Beyond 'Aha!': Toward Systematic Meta-Abilities Alignment in Large Reasoning Models. | Zhiyuan Hu, Yibo Wang, Hanze Dong, Yuhui Xu, Amrita Saha, Caiming Xiong, Bryan Hooi, Junnan Li |
| 2026 | CHI | Conversing with Objects toward Fluid Human and Artificial Identities during Life Transitions. | Yuhui Xu, Minha Lee, Stephan Wensveen, Mahla Alizadeh, Mathias Funk |
| 2025 | ACL | One QuantLLM for ALL: Fine-tuning Quantized LLMs Once for Efficient Deployments. | Ke Yi, Yuhui Xu, Heng Chang, Yuan Meng, Tong Zhang, Jia Li |
| 2025 | ICLR | ThinK: Thinner Key Cache by Query-Driven Pruning. | Yuhui Xu, Zhanming Jie, Hanze Dong, Lei Wang, Xudong Lu, Aojun Zhou, Amrita Saha, Caiming Xiong, Doyen Sahoo |
| 2025 | ICML | Reward-Guided Speculative Decoding for Efficient LLM Reasoning. | Baohao Liao, Yuhui Xu, Hanze Dong, Junnan Li, Christof Monz, Silvio Savarese, Doyen Sahoo, Caiming Xiong |
| 2025 | WWW | Separated Contrastive Learning for Matching in Cross-domain Recommendation with Curriculum Scheduling. | Heng Chang, Liang Gu, Cheng Hu, Zhinan Zhang, Hong Zhu, Yuhui Xu, Yuan Fang, Zhen Chen |
| 2024 | ACL | Not All Experts are Equal: Efficient Expert Pruning and Skipping for Mixture-of-Experts Large Language Models. | Xudong Lu, Qi Liu, Yuhui Xu, Aojun Zhou, Siyuan Huang, Bo Zhang, Junchi Yan, Hongsheng Li |
| 2024 | ICLR | QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models. | Yuhui Xu, Lingxi Xie, Xiaotao Gu, Xin Chen, Heng Chang, Hengheng Zhang, Zhengsu Chen, Xiaopeng Zhang, Qi Tian |
| 2024 | ICML | SPP: Sparsity-Preserved Parameter-Efficient Fine-Tuning for Large Language Models. | Xudong Lu, Aojun Zhou, Yuhui Xu, Renrui Zhang, Peng Gao, Hongsheng Li |
| 2021 | AAAI | Fitting the Search Space of Weight-sharing NAS with Graph Convolutional Networks. | Xin Chen, Lingxi Xie, Jun Wu, Longhui Wei, Yuhui Xu, Qi Tian |
| 2020 | DCC | Noise-to-Compression Variational Autoencoder for Efficient End-to-End Optimized Image Coding. | Jixiang Luo, Shaohui Li, Wenrui Dai, Yuhui Xu, De Cheng, Gang Li, Hongkai Xiong |
| 2020 | ICIP | Tiny-Hourglassnet: An Efficient Design For 3d Human Pose Estimation. | Bowen Shi, Yuhui Xu, Wenrui Dai, Botao Wang, Shuai Zhang, Chenglin Li, Junni Zou, Hongkai Xiong |
| 2020 | ICLR | PC-DARTS: Partial Channel Connections for Memory-Efficient Architecture Search. | Yuhui Xu, Lingxi Xie, Xiaopeng Zhang, Xin Chen, Guo-Jun Qi, Qi Tian, Hongkai Xiong |
| 2020 | IJCAI | TRP: Trained Rank Pruning for Efficient Deep Neural Networks. | Yuhui Xu, Yuxi Li, Shuai Zhang, Wei Wen, Botao Wang, Yingyong Qi, Yiran Chen, Weiyao Lin, Hongkai Xiong |
| 2020 | ISCAS | FedExg: Federated Learning with Model Exchange. | Zhicheng Mao, Wenrui Dai, Chenglin Li, Yuhui Xu, Shanghong Wang, Junni Zou, Hongkai Xiong |
| 2019 | DCC | DNQ: Dynamic Network Quantization. | Yuhui Xu, Shuai Zhang, Yingyong Qi, Jiaxian Guo, Weiyao Lin, Hongkai Xiong |
| 2019 | VCIP | Feature Map Alignment: Towards Efficient Design of Mixed-precision Quantization Scheme. | Yukun Bao, Yuhui Xu, Hongkai Xiong |
| 2018 | AAAI | Deep Neural Network Compression With Single and Multiple Level Quantization. | Yuhui Xu, Yongzhuang Wang, Aojun Zhou, Weiyao Lin, Hongkai Xiong |
| 2018 | IIWAS | Intelligent prediction and recommendation optimization method based on fuzzy clustering and time weighting. | Wei-Jin Jiang, Jiahui Chen, Yuhui Xu |
| 2009 | GRC | A novel nonlinear time series forecasting of time-delay neural network. | Weijin Jiang, Yuhui Xu, Dongpo Cao, Fei Luo |
| 2009 | GRC | A novel dynamic clustering algorithm and its application in fuzzy modeling. | Weijin Jiang, Yuhui Xu, Dejia Shi, Ke Xia |
| 2009 | ISNN | A Novel Hybrid Evolution Algorithm Based on Agent Behavior and Paradigm Learning. | Yuhui Xu, Weijin Jiang |
| 2005 | ADMA | A Novel Data Mining Method Based on Ant Colony Algorithm. | Weijin Jiang, Yusheng Xu, Yuhui Xu |
| 2005 | ICNC | A Novel Intrusions Detection Method Based on HMM Embedded Neural Network. | Weijin Jiang, Yusheng Xu, Yuhui Xu |
| 2005 | ICNC | Research on a Direct Adaptive Neural Network Control Method of Nonlinear Systems. | Weijin Jiang, Yusheng Xu, Yuhui Xu |