| 2026 | ACL | Tracing the Light of Thought: A Probabilistic Self- and Cross-Consistency Verification Mechanism Improving Mathematical Reasoning in LLMs. | Xiaoyang Liu, Dawei Wang, Tian Li, Huizhi Liang, Gary Ushaw, Richard Davison |
| 2026 | ACL | MARS-RA: Rank Aggregation for Credit Assignment via Multimodal Comparisons in Embodied Multi-Agent Cooperation. | Dawei Wang, Di Zhao, Xinyuan Liu, Marci Chi Ma, Xiaoyang Liu, Chengming Zhou, Gary Ushaw, Richard Davison |
| 2026 | SIGGRAPH | AGILE: Hand-object Interaction Reconstruction from Video via Agentic Generation. | Jin-Chuan Shi, Binhong Ye, Tao Liu, Xiaoyang Liu, Yangjinhui Xu, Junzhe He, Zeju Li, Hao Chen, Chunhua Shen |
| 2025 | AAAI | Interacted Object Grounding in Spatio-Temporal Human-Object Interactions. | Xiaoyang Liu, Boran Wen, Xinpeng Liu, Zizheng Zhou, Hongwei Fan, Cewu Lu, Lizhuang Ma, Yulong Chen, Yong-Lu Li |
| 2025 | CVPR | Layer- and Timestep-Adaptive Differentiable Token Compression Ratios for Efficient Diffusion Transformers. | Haoran You, Connelly Barnes, Yuqian Zhou, Yan Kang, Zhenbang Du, Wei Zhou, Lingzhi Zhang, Yotam Nitzan, Xiaoyang Liu, Zhe Lin, Eli Shechtman, Sohrab Amirghodsi, Yingyan Celine Lin |
| 2025 | ICASSP | Adaptive Spatiotemporal Augmentation for Improving Dynamic Graph Learning. | Xu Chu, Hanlin Xue, Bingce Wang, Xiaoyang Liu, Weiping Li, Tong Mo, Tuoyu Feng, Zhijie Tan |
| 2025 | INFOCOM | Distributed On-Orbit Sparse Coding for Efficient Space Situational Awareness Image Transmission. | Yutong Liu, Haiming Jin, Yinjie Wang Yao, Yunxiang Chen, Yimin Zhao, Linghe Kong, Rui Li, Xiaoyang Liu, Guihai Chen |
| 2024 | ICPR | Dualswin-Ynet: A Novel Bimodal Fusion Network for Ship Detection in Remote Sensing Images. | Dongdong Chen, Rusheng Ju, Xiaoyang Liu, Jiyuan Liu, Jun Zhang, Sihang Qiu |
| 2023 | AAAI | Anti-drifting Feature Selection via Deep Reinforcement Learning (Student Abstract). | Aoran Wang, Hongyang Yang, Feng Mao, Zongzhang Zhang, Yang Yu, Xiaoyang Liu |
| 2023 | ICONIP | Design of Memristor-Based Binarized Multi-layer Neural Network with High Robustness. | Xiaoyang Liu, Zhigang Zeng, Rusheng Ju |
| 2023 | KDD | CT4Rec: Simple yet Effective Consistency Training for Sequential Recommendation. | Chong Liu, Xiaoyang Liu, Rongqin Zheng, Lixin Zhang, Xiaobo Liang, Juntao Li, Lijun Wu, Min Zhang, Leyu Lin |
| 2023 | SDM | UFNRec: Utilizing False Negative Samples for Sequential Recommendation. | Xiaoyang Liu, Chong Liu, Pinzheng Wang, Rongqin Zheng, Lixin Zhang, Leyu Lin, Zhijun Chen, Liangliang Fu |
| 2022 | CoDIT | Improved 2D laser slam graph optimization based on Cholesky decomposition. | Liangliang Gao, Chaoyi Dong, Xiaoyang Liu, Qifan Ye, Kang Zhang, Xiaoyan Chen |
| 2020 | TrustCom | pcSVF: An Evaluation of Side-Channel Vulnerability of Port Contention. | Xiaoyang Liu, Ziyuan Zhu |
| 2018 | ICONIP | An Analog Circuit Design for k-Winners-Take-All Operations. | Xiaoyang Liu, Jun Wang |
| 2016 | CW | Hybrid Recommender System Using Semi-supervised Clustering Based on Gaussian Mixture Model. | Yihao Zhang, Xiaoyang Liu, Wanping Liu, Changpeng Zhu |
| 2015 | INFOCOM | PM2: 5 monitoring using images from smartphones in participatory sensing. | Xiaoyang Liu, Zheng Song, Edith C. H. Ngai, Jian Ma, Wendong Wang |
| 2013 | TrustCom | Efficient Fair UC-Secure Two-Party Computation on Committed Inputs. | Ou Ruan, Cai Fu, Jing Zhou, Lansheng Han, Xiaoyang Liu |
| 2012 | ICARCV | Quasi-synchronization of switched linearly coupled complex networks. | Xiaoyang Liu, Wenwu Yu |
| 2012 | ISNN | Quasi-synchronization of Delayed Coupled Networks with Non-identical Discontinuous Nodes. | Xiaoyang Liu, Wenwu Yu |