| 2026 | AAAI | Mosaic Pruning: A Hierarchical Framework for Generalizable Pruning of Mixture-of-Experts Models. | Wentao Hu, Mingkuan Zhao, Shuangyong Song, Xiaoyan Zhu, Xin Lai, Jiayin Wang |
| 2026 | AAAI | Making Every Head Count: Sparse Attention Without the Speed-Performance Trade-off. | Mingkuan Zhao, Wentao Hu, Jiayin Wang, Xin Lai, Tianchen Huang, Yuheng Min, Rui Yan, Xiaoyan Zhu |
| 2025 | AAAI | Multi-Label Ranking Loss Minimization for Matrix Completion. | Jiaxuan Li, Xiaoyan Zhu, Hongrui Wang, Yu Zhang, Xin Lai, Jiayin Wang |
| 2025 | APSEC | Cross-Project Defect Prediction Based on Feature Fusion and Local Domain Adaptation. | Xianglu Zhou, Xiaoyan Zhu, Yu Wang, Jiayin Wang, Xin Lai |
| 2025 | ICASSP | LHQ-SVC: Lightweight and High Quality Singing Voice Conversion Modeling. | Yubo Huang, Xin Lai, Muyang Ye, Anran Zhu, Zixi Wang, Jingzehua Xu, Shuai Zhang, Zhiyuan Zhou, Weijie Niu |
| 2025 | IJCAI | VidEvo: Evolving Video Editing through Exhaustive Temporal Modeling. | Sizhe Dang, Huan Liu, Mengmeng Wang, Xin Lai, Guang Dai, Jingdong Wang |
| 2024 | CVPR | LISA: Reasoning Segmentation via Large Language Model. | Xin Lai, Zhuotao Tian, Yukang Chen, Yanwei Li, Yuhui Yuan, Shu Liu, Jiaya Jia |
| 2024 | ICANN | RD-Crack: A Study of Concrete Crack Detection Guided by a Residual Neural Network Improved Based on Diffusion Modeling. | Yubo Huang, Xin Lai, Zixi Wang, Muyang Ye, Yinmian Li, Yi Li, Fang Zhang, Chenyang Luo |
| 2024 | ICLR | LongLoRA: Efficient Fine-tuning of Long-Context Large Language Models. | Yukang Chen, Shengju Qian, Haotian Tang, Xin Lai, Zhijian Liu, Song Han, Jiaya Jia |
| 2024 | ICPR | Navigating Data Imbalances in Cybersecurity: Identifying Malicious URLs with Multiple Labels and Extreme Data Imbalances with LGNet. | Anran Zhu, Yubo Huang, Xin Lai |
| 2023 | AAAI | Learning Context-Aware Classifier for Semantic Segmentation. | Zhuotao Tian, Jiequan Cui, Li Jiang, Xiaojuan Qi, Xin Lai, Yixin Chen, Shu Liu, Jiaya Jia |
| 2023 | CVPR | Spherical Transformer for LiDAR-Based 3D Recognition. | Xin Lai, Yukang Chen, Fanbin Lu, Jianhui Liu, Jiaya Jia |
| 2023 | ICCV | Mask-Attention-Free Transformer for 3D Instance Segmentation. | Xin Lai, Yuhui Yuan, Ruihang Chu, Yukang Chen, Han Hu, Jiaya Jia |
| 2022 | CVPR | Stratified Transformer for 3D Point Cloud Segmentation. | Xin Lai, Jianhui Liu, Li Jiang, Liwei Wang, Hengshuang Zhao, Shu Liu, Xiaojuan Qi, Jiaya Jia |
| 2022 | CVPR | Generalized Few-shot Semantic Segmentation. | Zhuotao Tian, Xin Lai, Li Jiang, Shu Liu, Michelle Shu, Hengshuang Zhao, Jiaya Jia |
| 2022 | ECCV | DecoupleNet: Decoupled Network for Domain Adaptive Semantic Segmentation. | Xin Lai, Zhuotao Tian, Xiaogang Xu, Ying-Cong Chen, Shu Liu, Hengshuang Zhao, Liwei Wang, Jiaya Jia |
| 2021 | CVPR | Semi-Supervised Semantic Segmentation With Directional Context-Aware Consistency. | Xin Lai, Zhuotao Tian, Li Jiang, Shu Liu, Hengshuang Zhao, Liwei Wang, Jiaya Jia |
| 2021 | ICCV | Guided Point Contrastive Learning for Semi-supervised Point Cloud Semantic Segmentation. | Li Jiang, Shaoshuai Shi, Zhuotao Tian, Xin Lai, Shu Liu, Chi-Wing Fu, Jiaya Jia |
| 2021 | ICIP | Robust Visual Object Tracking with Spatiotemporal Regularisation and Discriminative Occlusion Deformation. | Shiyong Lan, Jin Li, Shipeng Sun, Xin Lai, Wenwu Wang |
| 2019 | FUSION | Enhanced Detection Reliability for Human Tracking Based Video Analytics. | Zeyu Fu, Xin Lai, Syed Mohsen Naqvi |
| 2019 | MMM | Four Models for Automatic Recognition of Left and Right Eye in Fundus Images. | Xin Lai, Xirong Li, Rui Qian, Dayong Ding, Jun Wu, Jieping Xu |
| 2019 | SecureComm | Decentralized Privacy-Preserving Reputation Management for Mobile Crowdsensing. | Lichuan Ma, Qingqi Pei, Youyang Qu, Kefeng Fan, Xin Lai |
| 2015 | BigData | Patient Flow Evaluation with System Dynamic Model in an Emergency Department: Data Analytics on Daily Hospital Records. | Marc Chong, Maggie Wang, Xin Lai, Benny Zee, Fung Hong, Eng Kiong Yeoh, Eliza Lai-Yi Wong, Carrie Yam, Patsy Chau, Kelvin Kam-fai Tsoi, Colin A. Graham |
| 2015 | BigData | Risk-Adjusted Monitoring Method for Surgical Data: Methodology for Data Analytics (Work in Progress). | Xin Lai, Liu Liu, Paul B. S. Lai, Kelvin Kam-fai Tsoi, Haitian Wang, Ka Chun Chong, Benny Zee |
| 2015 | BigData | Two Screening Methods for Genetic Association Study with Application to Psoriasis Microarray Data Sets. | Maggie Haitian Wang, Kelvin Kam-fai Tsoi, Xin Lai, Marc Chong, Benny Zee, Tian Zheng, Shaw-Hwa Lo, Inchi Hu |
| 2012 | UIC | Backlog Bounds Analysis of Different On-chip Cache Coherence Policies: A Network Calculus-Based Approch. | Xin Lai, Cong Liu, Zhiying Wang, Quanyou Feng |
| 2011 | CIS | Analytical Models for Data Dependence Violation Checking in TLS. | Xin Lai, Cong Liu, Zhiying Wang, Quanyou Feng |