| 2026 | Transformers in Pseudo-Random Number Generation: A Dual Perspective on Theory and Practice. | Ran Li, Lingshu Zeng |
| 2026 | Difficulty-Aware Learning Curve Extrapolation. | Mengyang Li, Pinlong Zhao |
| 2026 | K-STaR: Knowledge-Aware Self-Taught Reasoner. | Guozheng Li, Xinyu Zhang |
| 2026 | Semantic Volume: Quantifying and Detecting Both External and Internal Uncertainty in LLMs. | Xiaomin Li, Zhou Yu, Ziji Zhang, Yingying Zhuang, Swair Shah, Narayanan Sadagopan, Anurag Beniwal |
| 2026 | HPSU: A Benchmark for Human-Level Perception in Real-World Spoken Speech Understanding. | Chen Li, Peiji Yang, Yicheng Zhong, Jianxing Yu, Zhisheng Wang, Zihao Gou, Wenqing Chen, Jian Yin |
| 2026 | Adaptive Piecewise Distillation for Efficient LiDAR Data Generation. | Ruibo Li, Xiaofeng Yang, Ze Yang, Jiacheng Wei, Chunyan Miao, Guosheng Lin |
| 2026 | Make LVLMs Focus: Context-Aware Attention Modulation for Better Multimodal In-Context Learning. | Yanshu Li, Jianjiang Yang, Ziteng Yang, Bozheng Li, Ligong Han, Hongyang He, Zhengtao Yao, Yingjie Victor Chen, Songlin Fei, Dongfang Liu, Ruixiang Tang |
| 2026 | SurgPub-Video: A Comprehensive Surgical Video Framework for Enhanced Surgical Intelligence in Vision-Language Model. | Yaoqian Li, Xikai Yang, Dunyuan Xu, Yang Yu, Litao Zhao, Xiaowei Hu, Jinpeng Li, Pheng-Ann Heng |
| 2026 | SynerDetect: Hierarchical Synergistic Learning for Generalizable AI-Generated Image Detection. | Shuaibo Li, Yijun Yang, Zhaohu Xing, Hongqiu Wang, Pengfei Hao, Xingyu Li, Zekai Liu, Qing Zhang, Lei Zhu |
| 2026 | MergeDNA: Context-Aware Genome Modeling with Dynamic Tokenization Through Token Merging. | Siyuan Li, Kai Yu, Anna Wang, Zicheng Liu, Chang Yu, Jingbo Zhou, Qirong Yang, Yucheng Guo, Xiaoming Zhang, Stan Z. Li |
| 2026 | The Other Mind: How Language Models Exhibit Human Temporal Cognition. | Lingyu Li, Yang Yao, Yixu Wang, Chunbo Li, Yan Teng, Yingchun Wang |
| 2026 | RiemanLine: Riemannian Manifold Representation of 3D Lines for Factor Graph Optimization. | Yan Li, Ze Yang, Keisuke Tateno, Federico Tombari, Liang Zhao, Gim Hee Lee |
| 2026 | Query-Efficient Domain Knowledge Stealing Against Large Language Models. | Zhengao Li, Xiaopeng Yuan, Bolin Shen, Kien Le, Haohan Wang, Xugui Zhou, Shangqian Gao, Yushun Dong |
| 2026 | CATP: Contextually Adaptive Token Pruning for Efficient and Enhanced Multimodal In-Context Learning. | Yanshu Li, Jianjiang Yang, Zhennan Shen, Ligong Han, Haoyan Xu, Ruixiang Tang |
| 2026 | Discovering Latent Facts from Context to Construct Richer Open Knowledge Graphs. | Jinpeng Li, Hang Yu, Ziqi Ma, Peng Qi |
| 2026 | Temporal Inconsistency Guidance for Super-resolution Video Quality Assessment. | Yixiao Li, Xiaoyuan Yang, Weide Liu, Xin Jin, Xu Jia, Yu-Kun Lai, Paul L. Rosin, Hantao Liu, Wei Zhou |
| 2026 | C³TG: Conflict-aware, Composite, and Collaborative Controlled Text Generation. | Yu Li, Zhe Yang, Yi Huang, Xin Liu, Guilin Qi |
| 2026 | Anti-adversarial Learning: Desensitizing Prompts for Large Language Model. | Xuan Li, Zhe Yin, Xiaodong Gu, Beijun Shen |
| 2026 | Beyond Fully Supervised Pixel Annotations: Scribble-Driven Weakly-Supervised Framework for Image Manipulation Localization. | Songlin Li, Guofeng Yu, Zhiqing Guo, Yunfeng Diao, Dan Ma, Gaobo Yang |
| 2026 | Causal Tracing of Object Representations in Large Vision Language Models: Mechanistic Interpretability and Hallucination Mitigation. | Qiming Li, Zekai Ye, Xiaocheng Feng, Weihong Zhong, Weitao Ma, Xiachong Feng |
| 2026 | WorldGrow: Generating Infinite 3D World. | Sikuang Li, Chen Yang, Jiemin Fang, Taoran Yi, Jia Lu, Jiazhong Cen, Lingxi Xie, Wei Shen, Qi Tian |
| 2026 | Towards Efficient and Robust Manipulation via Multi-Frame Vision-Language-Action Modeling. | Hao Li, Shuai Yang, Yilun Chen, Xinyi Chen, Xiaoda Yang, Yang Tian, Hanqing Wang, Tai Wang, Dahua Lin, Feng Zhao, Jiangmiao Pang |
| 2026 | Multi-Granular Graph Learning with Fine-Grained Behavioral Pattern Awareness for Session-Based Recommendation. | Ming Li, Zihao Yan, Yuting Chen, Lixin Cui, Lu Bai, Feilong Cao, Ke Lv, Zhao Li |
| 2026 | Positive Definite Sparse Covariance Estimation via Dual Space Optimization. | Fengpei Li, Wenfu Xia, Ziping Zhao |
| 2026 | TransMamba: A Sequence-Level Hybrid Transformer-Mamba Language Model. | Yixing Li, Ruobing Xie, Zhen Yang, Xingwu Sun, Shuaipeng Li, Weidong Han, Zhanhui Kang, Di Wang, Yu Cheng |