| 2026 | AAAI | Training-Free Spatio-temporal Decoupled Reasoning Video Segmentation with Adaptive Object Memory. | Zhengtong Zhu, Jiaqing Fan, Zhixuan Liu, Fanzhang Li |
| 2026 | ACL | Adaptive Prompt Optimization for Open-Ended Tasks: Uncertainty Preference as a Secondary Signal. | Shuyang Zhang, Zhixuan Liu, Zhichen Dong, Hao Zhang, Chaochao Lu, Chao Yang |
| 2025 | ICCV | MOSAIC: Generating Consistent, Privacy-Preserving Scenes from Multiple Depth Views in Multi-Room Environments. | Zhixuan Liu, Haokun Zhu, Rui Chen, Jonathan Francis, Soonmin Hwang, Ji Zhang, Jean Oh |
| 2025 | ICML | Emergent Response Planning in LLMs. | Zhichen Dong, Zhanhui Zhou, Zhixuan Liu, Chao Yang, Chaochao Lu |
| 2025 | VTC | A Vehicle-Infrastructure Collaborative Environment Perception Approach Based on Sparse BEV Features. | Zhixuan Liu, Yuchuan Fu, Zhenyu Li, Changle Li, Nan Cheng, Ruijin Sun, Jun Zheng |
| 2024 | CVPR | SCoFT: Self-Contrastive Fine-Tuning for Equitable Image Generation. | Zhixuan Liu, Peter Schaldenbrand, Beverley-Claire Okogwu, Wenxuan Peng, Youngsik Yun, Andrew Hundt, Jihie Kim, Jean Oh |
| 2024 | EMNLP | Inference-Time Language Model Alignment via Integrated Value Guidance. | Zhixuan Liu, Zhanhui Zhou, Yuanfu Wang, Chao Yang, Yu Qiao |
| 2024 | ICPR | Depth-Enhanced Alignment for Label-Free 3D Semantic Segmentation. | Shangjin Xie, Jiawei Feng, Zibo Chen, Zhixuan Liu, Wei-Shi Zheng |
| 2023 | IROS | Grasp Region Exploration for 7-DoF Robotic Grasping in Cluttered Scenes. | Zibo Chen, Zhixuan Liu, Shangjin Xie, Wei-Shi Zheng |
| 2022 | EMNLP | A Neural-Symbolic Approach to Natural Language Understanding. | Zhixuan Liu, Zihao Wang, Yuan Lin, Hang Li |
| 2022 | IJCAI | StyleCLIPDraw: Coupling Content and Style in Text-to-Drawing Translation. | Peter Schaldenbrand, Zhixuan Liu, Jean Oh |
| 2022 | ICRA | TransGrasp: A Multi-Scale Hierarchical Point Transformer for 7-DoF Grasp Detection. | Zhixuan Liu, Zibo Chen, Shangjin Xie, Wei-Shi Zheng |