| 2026 | AAAI | Targeting Misalignment: A Conflict-Aware Framework for Reward-Model-based LLM Alignment. | Zixuan Liu, Siavash H. Khajavi, Guangkai Jiang, Xinru Liu |
| 2026 | ACL | LycheeCluster: Efficient Long-Context Inference with Structure-Aware Chunking and Hierarchical KV Indexing. | Dongfang Li, Zixuan Liu, Gang Lin, Baotian Hu, Min Zhang |
| 2026 | ISIT | f-Mutual Information Based Fano-Type Inequalities for Arbitrary Loss Functions. | Zhiyi Dong, Zixuan Liu, Yongyi Mao |
| 2026 | NDSS | A Hard-Label Black-Box Evasion Attack against ML-based Malicious Traffic Detection Systems. | Zixuan Liu, Yi Zhao, Zhuotao Liu, Qi Li, Chuanpu Fu, Guangmeng Zhou, Ke Xu |
| 2025 | APSEC | A Software Architecture Resilience Assessment Method via Dynamic Bayesian Networks. | Hao Chen, Bixin Li, Chunguang Zhang, Zixuan Liu |
| 2025 | ASPDAC | A Buffer Reservation Scheduling Strategy for Enhancing Performance of NoC Router Bypassing. | Zixuan Liu, Yaoyao Ye |
| 2025 | CVPR | BADGR: Bundle Adjustment Diffusion Conditioned by Gradients for Wide-Baseline Floor Plan Reconstruction. | Yuguang Li, Ivaylo Boyadzhiev, Zixuan Liu, Linda G. Shapiro, Alex Colburn |
| 2025 | CVPR | LLaVA-SCo: Teach Vision Language Models to Self-Correct. | Zixuan Liu, Guangkai Jiang, Siavash H. Khajavi |
| 2025 | HPCC | Edge-Intelligent Unmanned Aerial Vehicle Oil Tank Inspection Method Based on GWO-PSO Scheduling. | Zixuan Liu, Xiaokang Yin, Cai Luo, Chunbo Luo, Lei Liu, Zeyu Fu |
| 2025 | ICMI | A Block-Level Fine-Graining Framework for Multimodal Fusion in Federated Learning. | Guozhi Zhang, Mengying Jia, Shuyan Feng, Zixuan Liu |
| 2025 | MICCAI | GrInAdapt: Source-Free Multi-target Domain Adaptation for Retinal Vessel Segmentation. | Zixuan Liu, Aaron Honjaya, Yuekai Xu, Yi Zhang, Hefu Pan, Xin Wang, Linda G. Shapiro, Sheng Wang, Ruikang K. Wang |
| 2025 | MICCAI | Augmented Reality-Based Guidance with Deformable Registration in Head and Neck Tumor Resection. | Qingyun Yang, Fangjie Li, Jiayi Xu, Zixuan Liu, Sindhura Sridhar, Whitney Jin, Jennifer Du, Jon S. Heiselman, Michael I. Miga, Michael Topf, Jie Ying Wu |
| 2025 | SMC | WaveConvX: Multi-Level Wavelet Enhancement for Histopathology Image Classification. | Yuzhe Zhang, Yi Fang, Feiran Liu, Zixuan Liu, Xibin Jia |
| 2024 | ICLR | DFWLayer: Differentiable Frank-Wolfe Optimization Layer. | Zixuan Liu, Liu Liu, Xueqian Wang, Peilin Zhao |
| 2024 | ICLR | Revisiting Plasticity in Visual Reinforcement Learning: Data, Modules and Training Stages. | Guozheng Ma, Lu Li, Sen Zhang, Zixuan Liu, Zhen Wang, Yixin Chen, Li Shen, Xueqian Wang, Dacheng Tao |
| 2024 | ICLR | MMICL: Empowering Vision-language Model with Multi-Modal In-Context Learning. | Haozhe Zhao, Zefan Cai, Shuzheng Si, Xiaojian Ma, Kaikai An, Liang Chen, Zixuan Liu, Sheng Wang, Wenjuan Han, Baobao Chang |
| 2024 | IROS | ManiFoundation Model for General-Purpose Robotic Manipulation of Contact Synthesis with Arbitrary Objects and Robots. | Zhixuan Xu, Chongkai Gao, Zixuan Liu, Gang Yang, Chenrui Tie, Haozhuo Zheng, Haoyu Zhou, Weikun Peng, Debang Wang, Tianrun Hu, Tianyi Chen, Zhouliang Yu, Lin Shao |
| 2024 | RTSS | FLEX: Adaptive Task Batch Scheduling with Elastic Fusion in Multi-Modal Multi-View Machine Perception. | Yuhang Xu, Zixuan Liu, Xinzhe Fu, Shengzhong Liu, Fan Wu, Guihai Chen |
| 2023 | CIKM | ForeSeer: Product Aspect Forecasting Using Temporal Graph Embedding. | Zixuan Liu, Gaurush Hiranandani, Kun Qian, Edward W. Huang, Yi Xu, Belinda Zeng, Karthik Subbian, Sheng Wang |
| 2023 | ICLR | Over-Training with Mixup May Hurt Generalization. | Zixuan Liu, Ziqiao Wang, Hongyu Guo, Yongyi Mao |
| 2023 | MICRO | ASDR: An Application-Specific Deadlock-Free Routing for Chiplet-Based Systems. | Yaoyao Ye, Zixuan Liu, Jungan Liu, Li Jiang |
| 2022 | ACL | Textomics: A Dataset for Genomics Data Summary Generation. | Mu-Chun Wang, Zixuan Liu, Sheng Wang |
| 2022 | MICCAI | Brain-Aware Replacements for Supervised Contrastive Learning in Detection of Alzheimer's Disease. | Mehmet Saygin Seyfioglu, Zixuan Liu, Pranav Kamath, Sadjyot Gangolli, Sheng Wang, Thomas J. Grabowski, Linda G. Shapiro |