| 2026 | AAAI | TEMPLE: Incentivizing Temporal Understanding of Video Large Language Models via Progressive Pre-SFT Alignment. | Shicheng Li, Lei Li, Kun Ouyang, Shuhuai Ren, Yuanxin Liu, Yuanxing Zhang, Fuzheng Zhang, Lingpeng Kong, Qi Liu, Xu Sun |
| 2026 | ACL | Investigating Cross-Modal Skill Injection: Scenarios, Methods, and Hyperparameters. | Zhiyu Xu, Lean Wang, Yuanxin Liu, Lei Li, Hao Zhou, Fandong Meng, Jie Zhou, Xu Sun |
| 2025 | ACL | PunchBench: Benchmarking MLLMs in Multimodal Punchline Comprehension. | Kun Ouyang, Yuanxin Liu, Shicheng Li, Yi Liu, Hao Zhou, Fandong Meng, Jie Zhou, Xu Sun |
| 2025 | EMNLP | RICO: Improving Accuracy and Completeness in Image Recaptioning via Visual Reconstruction. | Yuchi Wang, Yishuo Cai, Shuhuai Ren, Sihan Yang, Linli Yao, Yuanxin Liu, Yuanxing Zhang, Pengfei Wan, Xu Sun |
| 2025 | ICLR | Temporal Reasoning Transfer from Text to Video. | Lei Li, Yuanxin Liu, Linli Yao, Peiyuan Zhang, Chenxin An, Lean Wang, Xu Sun, Lingpeng Kong, Qi Liu |
| 2025 | ICML | BRiTE: Bootstrapping Reinforced Thinking Process to Enhance Language Model Reasoning. | Han Zhong, Yutong Yin, Shenao Zhang, Xiaojun Xu, Yuanxin Liu, Yifei Zuo, Zhihan Liu, Boyi Liu, Sirui Zheng, Hongyi Guo, Liwei Wang, Mingyi Hong, Zhaoran Wang |
| 2024 | ACL | TempCompass: Do Video LLMs Really Understand Videos? | Yuanxin Liu, Shicheng Li, Yi Liu, Yuxiang Wang, Shuhuai Ren, Lei Li, Sishuo Chen, Xu Sun, Lu Hou |
| 2024 | ECCV | VITATECS: A Diagnostic Dataset for Temporal Concept Understanding of Video-Language Models. | Shicheng Li, Lei Li, Yi Liu, Shuhuai Ren, Yuanxin Liu, Rundong Gao, Xu Sun, Lu Hou |
| 2023 | EMNLP | Compressing and Debiasing Vision-Language Pre-Trained Models for Visual Question Answering. | Qingyi Si, Yuanxin Liu, Zheng Lin, Peng Fu, Yanan Cao, Weiping Wang |
| 2023 | QRS | FCA: A Causal Inference Based Method for Analyzing the Failure Causes of Object Detection Algorithms. | Yuanxin Liu, Rui Li, Yuxi Ma, Yunzhi Xue, Lingzhong Meng |
| 2022 | EMNLP | COST-EFF: Collaborative Optimization of Spatial and Temporal Efficiency with Slenderized Multi-exit Language Models. | Bowen Shen, Zheng Lin, Yuanxin Liu, Zhengxiao Liu, Lei Wang, Weiping Wang |
| 2022 | EMNLP | Towards Robust Visual Question Answering: Making the Most of Biased Samples via Contrastive Learning. | Qingyi Si, Yuanxin Liu, Fandong Meng, Zheng Lin, Peng Fu, Yanan Cao, Weiping Wang, Jie Zhou |
| 2022 | EMNLP | Language Prior Is Not the Only Shortcut: A Benchmark for Shortcut Learning in VQA. | Qingyi Si, Fandong Meng, Mingyu Zheng, Zheng Lin, Yuanxin Liu, Peng Fu, Yanan Cao, Weiping Wang, Jie Zhou |
| 2022 | ICASSP | Connecting Targets via Latent Topics And Contrastive Learning: A Unified Framework For Robust Zero-Shot and Few-Shot Stance Detection. | Rui Liu, Zheng Lin, Peng Fu, Yuanxin Liu, Weiping Wang |
| 2022 | NAACL | Learning to Win Lottery Tickets in BERT Transfer via Task-agnostic Mask Training. | Yuanxin Liu, Fandong Meng, Zheng Lin, Peng Fu, Yanan Cao, Weiping Wang, Jie Zhou |
| 2022 | UIC | Keyphrase Extraction with Dynamic Graph Convolutional Networks and Diversified Inference. | Qiangjuan Huang, Yuanxin Liu, Haoyu Zhang |
| 2021 | AAAI | ROSITA: Refined BERT cOmpreSsion with InTegrAted techniques. | Yuanxin Liu, Zheng Lin, Fengcheng Yuan |
| 2021 | ACL | Marginal Utility Diminishes: Exploring the Minimum Knowledge for BERT Knowledge Distillation. | Yuanxin Liu, Fandong Meng, Zheng Lin, Weiping Wang, Jie Zhou |
| 2021 | IJCAI | Learning Class-Transductive Intent Representations for Zero-shot Intent Detection. | Qingyi Si, Yuanxin Liu, Peng Fu, Zheng Lin, Jiangnan Li, Weiping Wang |
| 2019 | CIKM | Generating Paraphrase with Topic as Prior Knowledge. | Yuanxin Liu, Zheng Lin, Fenglin Liu, Qinyun Dai, Weiping Wang |
| 2019 | CoNLL | Self-Adaptive Scaling for Learnable Residual Structure. | Fenglin Liu, Meng Gao, Yuanxin Liu, Kai Lei |
| 2019 | EMNLP | Ranking and Sampling in Open-Domain Question Answering. | Yanfu Xu, Zheng Lin, Yuanxin Liu, Rui Liu, Weiping Wang, Dan Meng |
| 2019 | IJCAI | Exploring and Distilling Cross-Modal Information for Image Captioning. | Fenglin Liu, Xuancheng Ren, Yuanxin Liu, Kai Lei, Xu Sun |
| 2018 | EMNLP | simNet: Stepwise Image-Topic Merging Network for Generating Detailed and Comprehensive Image Captions. | Fenglin Liu, Xuancheng Ren, Yuanxin Liu, Houfeng Wang, Xu Sun |
| 2014 | IGARSS | Deviation of land-use data from quickbird and TM remote sensing imagery: A case study of the Tanjiaying small watershed in the loess hilly-gully area of China. | Lina Zhong, Wenwu Zhao, Yuanxin Liu, Xiao Zhang, Xuening Fang |
| 2004 | ALENEX | Faster Placement of Hydrogens in Protein Structures by Dynamic Programming. | Andrew Leaver-Fay, Yuanxin Liu, Jack Snoeyink |
| 2004 | SIGGRAPH | A viscous paint model for interactive applications. | William V. Baxter III, Yuanxin Liu, Ming C. Lin |
| 2004 | SDH | Flooding Triangulated Terrain. | Yuanxin Liu, Jack Snoeyink |