| 2026 | ICPR | Rotation-Free Online Handwritten Character Recognition Using Linear Recurrent Units. | Zhe Ling, Sicheng Yu, Danyu Yang |
| 2025 | ACL | Sparse-to-Dense: A Free Lunch for Lossless Acceleration of Video Understanding in LLMs. | Xuan Zhang, Cunxiao Du, Sicheng Yu, Jiawei Wu, Fengzhuo Zhang, Wei Gao, Qian Liu |
| 2025 | ICASSP | TKA-MIL: Top-K Attention Multiple Instance Learning for Whole Slide Image Classification and Instance Probability Derivation. | Sicheng Yu, Xingshu Chen, Fangzhou Cao, Ting Tian |
| 2025 | ICCV | RegGS: Unposed Sparse Views Gaussian Splatting with 3DGS Registration. | Chong Cheng, Yu Hu, Sicheng Yu, Beizhen Zhao, Zijian Wang, Hao Wang |
| 2025 | ICCV | Outdoor Monocular SLAM with Global Scale-Consistent 3D Gaussian Pointmaps. | Chong Cheng, Sicheng Yu, Zijian Wang, Yifan Zhou, Hao Wang |
| 2025 | ICLR | Frame-Voyager: Learning to Query Frames for Video Large Language Models. | Sicheng Yu, Chengkai Jin, Huanyu Wang, Zhenghao Chen, Sheng Jin, Zhongrong Zuo, Xiaolei Xu, Zhenbang Sun, Bingni Zhang, Jiawei Wu, Hao Zhang, Qianru Sun |
| 2025 | ICML | 3D Question Answering via only 2D Vision-Language Models. | Fengyun Wang, Sicheng Yu, Jiawei Wu, Jinhui Tang, Hanwang Zhang, Qianru Sun |
| 2025 | ICRA | RGB-Only Gaussian Splatting SLAM for Unbounded Outdoor Scenes. | Sicheng Yu, Chong Cheng, Yifan Zhou, Xiaojun Yang, Hao Wang |
| 2025 | NAACL | Reverse Modeling in Large Language Models. | Sicheng Yu, Yuanchen Xu, Cunxiao Du, Yanying Zhou, Minghui Qiu, Qianru Sun, Hao Zhang, Jiawei Wu |
| 2024 | CVPR | OVFoodSeg: Elevating Open-Vocabulary Food Image Segmentation via Image-Informed Textual Representation. | Xiongwei Wu, Sicheng Yu, Ee-Peng Lim, Chong-Wah Ngo |
| 2024 | ICML | GliDe with a CaPE: A Low-Hassle Method to Accelerate Speculative Decoding. | Cunxiao Du, Jing Jiang, Yuanchen Xu, Jiawei Wu, Sicheng Yu, Yongqi Li, Shenggui Li, Kai Xu, Liqiang Nie, Zhaopeng Tu, Yang You |
| 2022 | ACL | Translate-Train Embracing Translationese Artifacts. | Sicheng Yu, Qianru Sun, Hao Zhang, Jing Jiang |
| 2022 | EMNLP | Interventional Training for Out-Of-Distribution Natural Language Understanding. | Sicheng Yu, Jing Jiang, Hao Zhang, Yulei Niu, Qianru Sun, Lidong Bing |
| 2022 | ICASSP | Context Modeling with Evidence Filter for Multiple Choice Question Answering. | Sicheng Yu, Hao Zhang, Wei Jing, Jing Jiang |
| 2021 | ACL | COSY: COunterfactual SYntax for Cross-Lingual Understanding. | Sicheng Yu, Hao Zhang, Yulei Niu, Qianru Sun, Jing Jiang |
| 2021 | EMNLP | NOAHQA: Numerical Reasoning with Interpretable Graph Question Answering Dataset. | Qiyuan Zhang, Lei Wang, Sicheng Yu, Shuohang Wang, Yang Wang, Jing Jiang, Ee-Peng Lim |