| 2026 | DASFAA | From Implicit Heuristics to Explicit Optimization: A Unified Framework for In-Context Relation Extraction. | Xin Sun, Muyu Li, Jianfei Zhao, Xinyang Liu |
| 2026 | WWW | Route-and-Reason: Energy-Efficient Scaling of LLM Reasoning via Reinforced Model Routing. | Chenyang Shao, Xinyang Liu, Yutang Lin, Fengli Xu, Yong Li |
| 2025 | AAAI | SemiDFL: A Semi-Supervised Paradigm for Decentralized Federated Learning. | Xinyang Liu, Pengchao Han, Xuan Li, Bo Liu |
| 2025 | AISTATS | Optimal Stochastic Trace Estimation in Generative Modeling. | Xinyang Liu, Hengrong Du, Wei Deng, Ruqi Zhang |
| 2025 | CVPR | Binarized Neural Network for Multi-spectral Image Fusion. | Junming Hou, Xiaoyu Chen, Ran Ran, Xiaofeng Cong, Xinyang Liu, Jian Wei You, Liang-Jian Deng |
| 2025 | ICLR | Advancing Graph Generation through Beta Diffusion. | Xinyang Liu, Yilin He, Bo Chen, Mingyuan Zhou |
| 2025 | ICML | Beyond Matryoshka: Revisiting Sparse Coding for Adaptive Representation. | Tiansheng Wen, Yifei Wang, Zequn Zeng, Zhong Peng, Yudi Su, Xinyang Liu, Bo Chen, Hongwei Liu, Stefanie Jegelka, Chenyu You |
| 2025 | VINCI | Enhancing Emotional Exploration and Self-Expression Through AI-Generated Dynamic Visuals: A Study Inspired by the Rorschach Inkblot Test. | Yuelu Li, Yuru Huang, Caiyi Chen, Xinyang Liu, Zeyu Yang, David Kei-Man Yip |
| 2024 | CVPR | Byzantine-robust Decentralized Federated Learning via Dual-domain Clustering and Trust Bootstrapping. | Peng Sun, Xinyang Liu, Zhibo Wang, Bo Liu |
| 2024 | HAI | Developing Fictive Dialogs for a Classroom Language Learning Conversational Interface. | Matthew Peter Aylett, Shiyi Tang, Xuanchen Li, Xinyang Liu, Chengcheng Liu, Ruiqing Li, Chenxi Meng, Zewen Qu, Sirui Wang, Zechen Yang |
| 2024 | UAI | Patch-Prompt Aligned Bayesian Prompt Tuning for Vision-Language Models. | Xinyang Liu, Dongsheng Wang, Bowei Fang, Miaoge Li, Yishi Xu, Zhibin Duan, Bo Chen, Mingyuan Zhou |
| 2023 | ICCV | Multi-Modal Neural Radiance Field for Monocular Dense SLAM with a Light-Weight ToF Sensor. | Xinyang Liu, Yijin Li, Yanbin Teng, Hujun Bao, Guofeng Zhang, Yinda Zhang, Zhaopeng Cui |
| 2023 | ICCV | PatchCT: Aligning Patch Set and Label Set with Conditional Transport for Multi-Label Image Classification. | Miaoge Li, Dongsheng Wang, Xinyang Liu, Zequn Zeng, Ruiying Lu, Bo Chen, Mingyuan Zhou |
| 2023 | ICML | Bayesian Progressive Deep Topic Model with Knowledge Informed Textual Data Coarsening Process. | Zhibin Duan, Xinyang Liu, Yudi Su, Yishi Xu, Bo Chen, Mingyuan Zhou |
| 2023 | MICCAI | Model Ensemble for Brain Tumor Segmentation in Magnetic Resonance Imaging. | Daniel Capelln-Martn, Zhifan Jiang, Abhijeet Parida, Xinyang Liu, Van Lam, Hareem Nisar, Austin Tapp, Sarah Elsharkawi, Mara J. Ledesma-Carbayo, Syed Muhammad Anwar, Marius George Linguraru |
| 2022 | ECCV | DELTAR: Depth Estimation from a Light-Weight ToF Sensor and RGB Image. | Yijin Li, Xinyang Liu, Wenqi Dong, Han Zhou, Hujun Bao, Guofeng Zhang, Yinda Zhang, Zhaopeng Cui |
| 2022 | ICRA | Crossview Mapping with Graph-based Geolocalization on City-Scale Street Maps. | Zhichao Ye, Chong Bao, Xinyang Liu, Hujun Bao, Zhaopeng Cui, Guofeng Zhang |
| 2021 | SIGCOMM | UQCom: underwater safety communication based on 3D blue-green QR arrays. | Xinyang Liu, Xinhua Gao, Jiale Li, Yibo Wang, Chi Lin, Zhenquan Qin, Lei Wang |
| 2019 | ICONIP | PPGCN: A Message Selection Based Approach for Graph Classification. | Xinyang Liu, Zheng Liu, Yanwen Qu |
| 2017 | ICMLA | Recognition of Human Activities Using Fast and Adaptive Sparse Representation Based on Wearable Sensors. | Long Cheng, Yiyi Yu, Xinyang Liu, Jinyu Su, Yani Guan |
| 2017 | MICCAI | Hybrid Tracking for Improved Registration of Laparoscopic Ultrasound and Laparoscopic Video for Augmented Reality. | William Plishker, Xinyang Liu, Raj Shekhar |
| 2015 | MICCAI | From Subjective to Objective: Quantitative Computerized Monitoring Tool for MRI-guided Cryoablation. | Jonathan Scalera, Xinyang Liu, Gary P. Zientara, Kemal Tuncali |
| 2014 | MICCAI | Evaluation of Electromagnetic Tracking for Stereoscopic Augmented Reality Laparoscopic Visualization. | Xinyang Liu, Sukryool Kang, Emmanuel Wilson, Craig A. Peters, Timothy D. Kane, Raj Shekhar |
| 2010 | ECCV | A Model of Volumetric Shape for the Analysis of Longitudinal Alzheimer's Disease Data. | Xinyang Liu, Xiuwen Liu, Yonggang Shi, Paul M. Thompson, Washington Mio |
| 2008 | MICCAI | Models of Normal Variation and Local Contrasts in Hippocampal Anatomy. | Xinyang Liu, Washington Mio, Yonggang Shi, Ivo D. Dinov, Xiuwen Liu, Natasha Lepor, Franco Lepore, Madeleine Fortin, Patrice Voss, Maryse Lassonde, Paul M. Thompson |