| 2025 | Blink of an eye: a simple theory for feature localization in generative models. | Marvin Li, Aayush Karan, Sitan Chen |
| 2025 | LAION-C: An Out-of-Distribution Benchmark for Web-Scale Vision Models. | Fanfei Li, Thomas Klein, Wieland Brendel, Robert Geirhos, Roland S. Zimmermann |
| 2025 | Safety Alignment Can Be Not Superficial With Explicit Safety Signals. | Jianwei Li, Jung-Eun Kim |
| 2025 | SIMPLEMIX: Frustratingly Simple Mixing of Off- and On-policy Data in Language Model Preference Learning. | Tianjian Li, Daniel Khashabi |
| 2025 | One Example Shown, Many Concepts Known! Counterexample-Driven Conceptual Reasoning in Mathematical LLMs. | Yinghui Li, Jiayi Kuang, Haojing Huang, Zhikun Xu, Xinnian Liang, Yi Yu, Wenlian Lu, Yangning Li, Xiaoyu Tan, Chao Qu, Ying Shen, Hai-Tao Zheng, Philip S. Yu |
| 2025 | MMInference: Accelerating Pre-filling for Long-Context Visual Language Models via Modality-Aware Permutation Sparse Attention. | Yucheng Li, Huiqiang Jiang, Chengruidong Zhang, Qianhui Wu, Xufang Luo, Surin Ahn, Amir H. Abdi, Dongsheng Li, Jianfeng Gao, Yuqing Yang, Lili Qiu |
| 2025 | EditLord: Learning Code Transformation Rules for Code Editing. | Weichen Li, Albert Jan, Baishakhi Ray, Junfeng Yang, Chengzhi Mao, Kexin Pei |
| 2025 | On the Generalization Ability of Next-Token-Prediction Pretraining. | Zhihao Li, Xue Jiang, Liyuan Liu, Xuelin Zhang, Hong Chen, Feng Zheng |
| 2025 | Instance Correlation Graph-based Naive Bayes. | Chengyuan Li, Liangxiao Jiang, Wenjun Zhang, Liangjun Yu, Huan Zhang |
| 2025 | Learning from Sample Stability for Deep Clustering. | Zhixin Li, Yuheng Jia, Hui Liu, Junhui Hou |
| 2025 | Sounding that Object: Interactive Object-Aware Image to Audio Generation. | Tingle Li, Baihe Huang, Xiaobin Zhuang, Dongya Jia, Jiawei Chen, Yuping Wang, Zhuo Chen, Gopala Anumanchipalli, Yuxuan Wang |
| 2025 | Eigen Analysis of Conjugate Kernel and Neural Tangent Kernel. | Xiangchao Li, Xiao Han, Qing Yang |
| 2025 | Test-Time Preference Optimization: On-the-Fly Alignment via Iterative Textual Feedback. | Yafu Li, Xuyang Hu, Xiaoye Qu, Linjie Li, Yu Cheng |
| 2025 | Flat-LoRA: Low-Rank Adaptation over a Flat Loss Landscape. | Tao Li, Zhengbao He, Yujun Li, Yasheng Wang, Lifeng Shang, Xiaolin Huang |
| 2025 | Control and Realism: Best of Both Worlds in Layout-to-Image without Training. | Bonan Li, Yinhan Hu, Songhua Liu, Xinchao Wang |
| 2025 | GaussMarker: Robust Dual-Domain Watermark for Diffusion Models. | Kecen Li, Zhicong Huang, Xinwen Hou, Cheng Hong |
| 2025 | Average Sensitivity of Hierarchical k-Median Clustering. | Shijie Li, Weiqiang He, Ruobing Bai, Pan Peng |
| 2025 | Geometric Feature Embedding for Effective 3D Few-Shot Class Incremental Learning. | Xiangqi Li, Libo Huang, Zhulin An, Weilun Feng, Chuanguang Yang, Boyu Diao, Fei Wang, Yongjun Xu |
| 2025 | Optimal Task Order for Continual Learning of Multiple Tasks. | Ziyan Li, Naoki Hiratani |
| 2025 | What Limits Bidirectional Model's Generative Capabilities? A Uni-Bi-Directional Mixture-of-Expert Method For Bidirectional Fine-tuning. | Zuchao Li, Yonghua Hei, Qiwei Li, Lefei Zhang, Ping Wang, Hai Zhao, Baoyuan Qi, Guoming Liu |
| 2025 | Reward-free World Models for Online Imitation Learning. | Shangzhe Li, Zhiao Huang, Hao Su |
| 2025 | Pairwise Maximum Likelihood For Multi-Class Logistic Regression Model With Multiple Rare Classes. | Xuetong Li, Danyang Huang, Hansheng Wang |
| 2025 | Core Knowledge Deficits in Multi-Modal Language Models. | Yijiang Li, Qingying Gao, Tianwei Zhao, Bingyang Wang, Haoran Sun, Haiyun Lyu, Robert D. Hawkins, Nuno Vasconcelos, Tal Golan, Dezhi Luo, Hokin Deng |
| 2025 | RuleAdapter: Dynamic Rules for training Safety Reward Models in RLHF. | Xiaomin Li, Mingye Gao, Zhiwei Zhang, Jingxuan Fan, Weiyu Li |
| 2025 | CodeIO: Condensing Reasoning Patterns via Code Input-Output Prediction. | Junlong Li, Daya Guo, Dejian Yang, Runxin Xu, Yu Wu, Junxian He |