| 2026 | AAAI | Consensus-Aligned Neuron Efficient Fine-Tuning Large Language Models for Multi-Domain Machine Translation. | Shuting Jiang, Ran Song, Yuxin Huang, Yan Xiang, Yantuan Xian, Shengxiang Gao, Zhengtao Yu |
| 2026 | ACL | Breaking Consensus Bias: Unsupervised Reinforcement Learning for Machine Translation. | Shuting Jiang, Ran Song, Siqi Zhang, Yuxin Huang, Shengxiang Gao, Zhengtao Yu |
| 2026 | ACL | Layer-aware Dual-directional Modulation for Low-resource Machine Translation. | Siqi Zhang, Ran Song, Shuting Jiang, Yuxin Huang, Zhengtao Yu |
| 2025 | CVPR | GROVE: A Generalized Reward for Learning Open-Vocabulary Physical Skill. | Jieming Cui, Tengyu Liu, Ziyu Meng, Jiale Yu, Ran Song, Wei Zhang, Yixin Zhu, Siyuan Huang |
| 2025 | EMNLP | GRPO-Guided Modality Selection Enhanced LoRA-Tuned LLMs for Multimodal Emotion Recognition. | Yang Chen, Shuwan Yang, Yan Xiang, Ran Song, Yuxin Huang, Zhengtao Yu |
| 2025 | EMNLP | Multilingual Generative Retrieval via Cross-lingual Semantic Compression. | Yuxin Huang, Simeng Wu, Ran Song, Yan Xiang, Yantuan Xian, Shengxiang Gao, Zhengtao Yu |
| 2025 | EMNLP | Multilingual Knowledge Graph Completion via Efficient Multilingual Knowledge Sharing. | Cunli Mao, Xiaofei Gao, Ran Song, Shizhu He, Shengxiang Gao, Kang Liu, Zhengtao Yu |
| 2025 | IJCAI | SetKE: Knowledge Editing for Knowledge Elements Overlap. | Yifan Wei, Xiaoyan Yu, Ran Song, Hao Peng, Angsheng Li |
| 2025 | IJCNLP | Topology-Aware Gated Graph Neural Network for Social Bot Detection. | Pi Jiebin, Yantuan Xian, Yuxin Huang, Yan Xiang, Ran Song, Zhengtao Yu |
| 2025 | IROS | DPR-Splat: Depth and Pose Refinement with Sparse-View 3D Gaussian Splatting for Novel View Synthesis. | Lingxiang Hu, Zhiheng Li, Xingfei Zhu, Dun Li, Ran Song |
| 2025 | IROS | ALVO: Adaptive Learning with Velocity Obstacles for UGV Navigation in Dynamic Scenes. | Yinduo Xie, Yuenan Zhao, Ran Song, Zhiheng Li, Lei Han, Wei Zhang |
| 2025 | IROS | VCADNet: Vision-based Circular Accessible Depth Prediction for UGV Perception. | Tao Zhang, Yuenan Zhao, Xiaoyu Xu, Ran Song, Lei Han, Wei Zhang |
| 2024 | ACL | Can Large Language Models Mine Interpretable Financial Factors More Effectively? A Neural-Symbolic Factor Mining Agent Model. | Zhiwei Li, Ran Song, Caihong Sun, Wei Xu, Zhengtao Yu, Ji-Rong Wen |
| 2024 | EMNLP | Does Large Language Model Contain Task-Specific Neurons? | Ran Song, Shizhu He, Shuting Jiang, Yantuan Xian, Shengxiang Gao, Kang Liu, Zhengtao Yu |
| 2024 | ICRA | LPS-Net: Lightweight Parameter-shared Network for Point Cloud-based Place Recognition. | Chengxin Liu, Guiyou Chen, Ran Song |
| 2024 | IROS | MPP: Multiscale Path Planning for UGV Navigation in Semi-structured Environments. | Rui Cao, Zhiqiang Yang, Ran Song, Ziyu Meng, Ruifeng Wang, Wei Zhang |
| 2024 | IROS | MPGNet: Learning Move-Push-Grasping Synergy for Target-Oriented Grasping in Occluded Scenes. | Dayou Li, Chenkun Zhao, Shuo Yang, Ran Song, Xiaolei Li, Wei Zhang |
| 2024 | IROS | Coarse-to-Fine Detection of Multiple Seams for Robotic Welding. | Pengkun Wei, Shuo Cheng, Dayou Li, Ran Song, Yipeng Zhang, Wei Zhang |
| 2023 | ACL | Multilingual Knowledge Graph Completion from Pretrained Language Models with Knowledge Constraints. | Ran Song, Shizhu He, Shengxiang Gao, Li Cai, Kang Liu, Zhengtao Yu, Jun Zhao |
| 2022 | COLING | Decoupling Mixture-of-Graphs: Unseen Relational Learning for Knowledge Graph Completion by Fusing Ontology and Textual Experts. | Ran Song, Shizhu He, Suncong Zheng, Shengxiang Gao, Kang Liu, Zhengtao Yu, Jun Zhao |
| 2022 | CoRL | Towards Online 3D Bin Packing: Learning Synergies between Packing and Unpacking via DRL. | Shuai Song, Shuo Yang, Ran Song, Shilei Chu, Yibin Li, Wei Zhang |
| 2021 | CVPR | Mesh Saliency: An Independent Perceptual Measure or a Derivative of Image Saliency? | Ran Song, Wei Zhang, Yitian Zhao, Yonghuai Liu, Paul L. Rosin |
| 2021 | ICRA | Autonomous Multi-View Navigation via Deep Reinforcement Learning. | Xueqin Huang, Wei Chen, Wei Zhang, Ran Song, Jiyu Cheng, Yibin Li |
| 2021 | IROS | A Hierarchical Framework for Quadruped Locomotion Based on Reinforcement Learning. | Wenhao Tan, Xing Fang, Wei Zhang, Ran Song, Teng Chen, Yu Zheng, Yibin Li |
| 2021 | IROS | PackerBot: Variable-Sized Product Packing with Heuristic Deep Reinforcement Learning. | Zifei Yang, Shuo Yang, Shuai Song, Wei Zhang, Ran Song, Jiyu Cheng, Yibin Li |
| 2021 | MICCAI | Guided Adversarial Adaptation Network for Retinal and Choroidal Layer Segmentation. | Jingyu Zhao, Jiong Zhang, Bin Deng, Yalin Zheng, Jiang Liu, Ran Song, Yitian Zhao |
| 2020 | ECCV | Unsupervised Multi-view CNN for Salient View Selection of 3D Objects and Scenes. | Ran Song, Wei Zhang, Yitian Zhao, Yonghuai Liu |
| 2020 | ICPR | A Framework for Jointly Training GAN with Person Re-Identification Model. | Zhongwei Zhao, Ran Song, Qian Zhang, Peng Duan, Youmei Zhang |
| 2020 | IROS | Learn by Observation: Imitation Learning for Drone Patrolling from Videos of A Human Navigator. | Yue Fan, Shilei Chu, Wei Zhang, Ran Song, Yibin Li |
| 2020 | IROS | Autonomous Robot Navigation Based on Multi-Camera Perception. | Kunyan Zhu, Wei Chen, Wei Zhang, Ran Song, Yibin Li |
| 2020 | ICRA | Grasp for Stacking via Deep Reinforcement Learning. | Junhao Zhang, Wei Zhang, Ran Song, Lin Ma, Yibin Li |
| 2020 | MICCAI | Cerebrovascular Segmentation in MRA via Reverse Edge Attention Network. | Hao Zhang, Likun Xia, Ran Song, Jianlong Yang, Huaying Hao, Jiang Liu, Yitian Zhao |
| 2012 | CVPR | Saliency-guided integration of multiple scans. | Ran Song, Yonghuai Liu, Ralph R. Martin, Paul L. Rosin |
| 2012 | ICASSP | A saliency detection based method for 3D surface simplification. | Yitian Zhao, Yonghuai Liu, Ran Song, Min Zhang |
| 2012 | ICIP | Conditional random field-based mesh saliency. | Ran Song, Yonghuai Liu, Yitian Zhao, Ralph R. Martin, Paul L. Rosin |
| 2012 | ICIP | Extended non-local means filter for surface saliency detection. | Yitian Zhao, Yonghuai Liu, Ran Song, Min Zhang |
| 2011 | ICASSP | MRF-based automatic image ordering and its application to mosaicing. | Ran Song, Yonghuai Liu, Yitian Zhao, Ralph R. Martin, Paul L. Rosin |
| 2010 | ACCV | MRF Labeling for Multi-view Range Image Integration. | Ran Song, Yonghuai Liu, Ralph R. Martin, Paul L. Rosin |
| 2010 | ISVC | Markov Random Field-Based Clustering for the Integration of Multi-view Range Images. | Ran Song, Yonghuai Liu, Ralph R. Martin, Paul L. Rosin |