| 2025 | ACL | InternLM-XComposer2.5-Reward: A Simple Yet Effective Multi-Modal Reward Model. | Yuhang Zang, Xiaoyi Dong, Pan Zhang, Yuhang Cao, Ziyu Liu, Shengyuan Ding, Shenxi Wu, Yubo Ma, Haodong Duan, Wenwei Zhang, Kai Chen, Dahua Lin, Jiaqi Wang |
| 2025 | ICASSP | Swin-VasMamba: A Topologically Constrained Model For 3D Vascular Segmentation. | Ziyu Liu, Jiaxuan Li, Xiangjian He, Qing Xu, Xin Chen, Shoujun Zhou |
| 2025 | ICCAD | Optimizing SFQ Circuit Design: A Timing-Driven Framework for Performance-Constrained Area Minimization. | Robert S. Aviles, Rassul Bairamkulov, Ziyu Liu, Peter A. Beerel |
| 2025 | ICCV | Visual-RFT: Visual Reinforcement Fine-Tuning. | Ziyu Liu, Zeyi Sun, Yuhang Zang, Xiaoyi Dong, Yuhang Cao, Haodong Duan, Dahua Lin, Jiaqi Wang |
| 2025 | ICLR | MIA-DPO: Multi-Image Augmented Direct Preference Optimization For Large Vision-Language Models. | Ziyu Liu, Yuhang Zang, Xiaoyi Dong, Pan Zhang, Yuhang Cao, Haodong Duan, Conghui He, Yuanjun Xiong, Dahua Lin, Jiaqi Wang |
| 2024 | CIDR | Towards an Objective Metric for Data Value Through Relevance. | Boris Glavic, Pengyuan Li, Ziyu Liu, Dieter Gawlick, Vasudha Krishnaswamy, Danica Porobic, Zhen Hua Liu |
| 2024 | DAC | TBNet: A Neural Architectural Defense Framework Facilitating DNN Model Protection in Trusted Execution Environments. | Ziyu Liu, Tong Zhou, Yukui Luo, Xiaolin Xu |
| 2023 | ICCAD | MirrorNet: A TEE-Friendly Framework for Secure On-Device DNN Inference. | Ziyu Liu, Yukui Luo, Shijin Duan, Tong Zhou, Xiaolin Xu |
| 2022 | IGARSS | Remote Sensing Image Super-Resolution via Dilated Convolution Network with Gradient Prior. | Ziyu Liu, Ruyi Feng, Lizhe Wang, Yanfei Zhong, Liangpei Zhang, Tieyong Zeng |
| 2021 | ICML | The Distributed Discrete Gaussian Mechanism for Federated Learning with Secure Aggregation. | Peter Kairouz, Ziyu Liu, Thomas Steinke |
| 2021 | IJCAI | Transfer Learning via Optimal Transportation for Integrative Cancer Patient Stratification. | Ziyu Liu, Wei Shao, Jie Zhang, Min Zhang, Kun Huang |
| 2020 | CVPR | Disentangling and Unifying Graph Convolutions for Skeleton-Based Action Recognition. | Ziyu Liu, Hongwen Zhang, Zhenghao Chen, Zhiyong Wang, Wanli Ouyang |
| 2020 | FedCSIS | Named Entity Recognition and Named Entity Linking on Esports Contents. | Ziyu Liu, Yifan Leng, Meiqi Wang, Congzhu Lin |
| 2020 | IJCAI | TLPG-Tracker: Joint Learning of Target Localization and Proposal Generation for Visual Tracking. | Siyuan Li, Zhi Zhang, Ziyu Liu, Anna Wang, Linglong Qiu, Feng Du |
| 2019 | CISS | Error Estimation for the Particle Filter. | Ziyu Liu, James C. Spall |
| 2019 | HCI | ShadowHunter: Facilitating Children's Outdoor Exploration with Shadows. | Yang Chen, Yuyu Lin, Lijuan Liu, Ziyu Liu, Cheng Yao, Fangtian Ying |
| 2019 | HCI | AquaBot: An Interactive System for Digital Water Play. | Lijuan Liu, Cheng Yao, Yuyu Lin, Yang Chen, Ziyu Liu, Fangtian Ying |
| 2019 | PIMRC | Reinforcement Learning Based Dynamic Energy-Saving Algorithm for Three-tier Heterogeneous Networks. | Hao Sun, Tiejun Lv, Xuewei Zhang, Ziyu Liu |
| 2019 | WCNC | Convolution Neural Network Based Dynamic Pico Cell Operation for Multi-tier Heterogeneous Networks. | Hao Sun, Tiejun Lv, Xuewei Zhang, Ziyu Liu |
| 2018 | IJCNN | Top-Down Person Re-Identification With Siamese Convolutional Neural Networks. | Ziyu Liu, Alexander McClung, Henry Wing Fung Yeung, Yuk Ying Chung, Seid Miad Zandavi |
| 2018 | KSEM | Web Data Extraction from Scientific Publishers' Website Using Hidden Markov Model. | Jing Huang, Ziyu Liu, Beibei Wang, Mingyue Duan, Bo Yang |
| 2018 | Mobisys | Detecting Wireless Spy Cameras Via Stimulating and Probing. | Tian Liu, Ziyu Liu, Jun Huang, Rui Tan, Zhen Tan |
| 2012 | HPCC | Express Router Microarchitecture for Triplet-based Hierarchical Interconnection Network. | Yang Zhang, Feng Shi, Qi Zuo, Shahnawaz Talpur, Ziyu Liu |