| 2025 | One Image is Worth a Thousand Words: A Usability Preservable Text-Image Collaborative Erasing Framework. | Feiran Li, Qianqian Xu, Shilong Bao, Zhiyong Yang, Xiaochun Cao, Qingming Huang |
| 2025 | Revisiting Cooperative Off-Policy Multi-Agent Reinforcement Learning. | Yueheng Li, Guangming Xie, Zongqing Lu |
| 2025 | Balancing Preservation and Modification: A Region and Semantic Aware Metric for Instruction-Based Image Editing. | Zhuoying Li, Zhu Xu, Yuxin Peng, Yang Liu |
| 2025 | Imagine While Reasoning in Space: Multimodal Visualization-of-Thought. | Chengzu Li, Wenshan Wu, Huanyu Zhang, Yan Xia, Shaoguang Mao, Li Dong, Ivan Vulic, Furu Wei |
| 2025 | Toward Data-centric Directed Graph Learning: An Entropy-driven Approach. | Xunkai Li, Zhengyu Wu, Kaichi Yu, Hongchao Qin, Guang Zeng, Rong-Hua Li, Guoren Wang |
| 2025 | RobustLight: Improving Robustness via Diffusion Reinforcement Learning for Traffic Signal Control. | Mingyuan Li, Jiahao Wang, Guangsheng Yu, Xu Wang, Qianrun Chen, Wei Ni, Lixiang Li, Haipeng Peng |
| 2025 | Generalizing Causal Effects from Randomized Controlled Trials to Target Populations across Diverse Environments. | Baohong Li, Yingrong Wang, Anpeng Wu, Ming Ma, Ruoxuan Xiong, Kun Kuang |
| 2025 | Better to Teach than to Give: Domain Generalized Semantic Segmentation via Agent Queries with Diffusion Model Guidance. | Fan Li, Xuan Wang, Min Qi, Zhaoxiang Zhang, Yuelei Xu |
| 2025 | Learning Time-Varying Multi-Region Brain Communications via Scalable Markovian Gaussian Processes. | Weihan Li, Yule Wang, Chengrui Li, Anqi Wu |
| 2025 | The Devil Is in the Details: Tackling Unimodal Spurious Correlations for Generalizable Multimodal Reward Models. | Zichao Li, Xueru Wen, Jie Lou, Yuqiu Ji, Yaojie Lu, Xianpei Han, Debing Zhang, Le Sun |
| 2025 | Geometry Informed Tokenization of Molecules for Language Model Generation. | Xiner Li, Limei Wang, Youzhi Luo, Carl Edwards, Shurui Gui, Yuchao Lin, Heng Ji, Shuiwang Ji |
| 2025 | Reflection-Bench: Evaluating Epistemic Agency in Large Language Models. | Lingyu Li, Yixu Wang, Haiquan Zhao, Shuqi Kong, Yan Teng, Chunbo Li, Yingchun Wang |
| 2025 | PIPA: Preference Alignment as Prior-Informed Statistical Estimation. | Junbo Li, Zhangyang Wang, Qiang Liu |
| 2025 | NeuralCohort: Cohort-aware Neural Representation Learning for Healthcare Analytics. | Changshuo Liu, Lingze Zeng, Kaiping Zheng, Shaofeng Cai, Beng Chin Ooi, James Wei Luen Yip |
| 2025 | BaWA: Automatic Optimizing Pruning Metric for Large Language Models with Balanced Weight and Activation. | Lian Liu, Xiandong Zhao, Guanchen Li, Dong Li, Mengdi Wang, Yinhe Han, Xiaowei Li, Ying Wang |
| 2025 | SynEVO: A neuro-inspired spatiotemporal evolutional framework for cross-domain adaptation. | Jiayue Liu, Zhongchao Yi, Zhengyang Zhou, Qihe Huang, Kuo Yang, Xu Wang, Yang Wang |
| 2025 | Can Biologically Plausible Temporal Credit Assignment Rules Match BPTT for Neural Similarity? E-prop as an Example. | Yuhan Helena Liu, Guangyu Robert Yang, Christopher J. Cueva |
| 2025 | Neural Interpretable PDEs: Harmonizing Fourier Insights with Attention for Scalable and Interpretable Physics Discovery. | Ning Liu, Yue Yu |
| 2025 | Linear Q-Learning Does Not Diverge in L2: Convergence Rates to a Bounded Set. | Xinyu Liu, Zixuan Xie, Shangtong Zhang |
| 2025 | La RoSA: Enhancing LLM Efficiency via Layerwise Rotated Sparse Activation. | Kai Liu, Bowen Xu, Shaoyu Wu, Xin Chen, Hao Zhou, Yongliang Tao, Lulu Hu |
| 2025 | Token Signature: Predicting Chain-of-Thought Gains with Token Decoding Feature in Large Language Models. | Peijie Liu, Fengli Xu, Yong Li |
| 2025 | Spectral-Aware Reservoir Computing for Fast and Accurate Time Series Classification. | Shikang Liu, Chuyang Wei, Xiren Zhou, Huanhuan Chen |
| 2025 | HGOT: Self-supervised Heterogeneous Graph Neural Network with Optimal Transport. | Yanbei Liu, Chongxu Wang, Zhitao Xiao, Lei Geng, Yanwei Pang, Xiao Wang |
| 2025 | Maximizing Intermediate Checkpoint Value in LLM Pretraining with Bayesian Optimization. | Deyuan Liu, Zecheng Wang, Bingning Wang, Weipeng Chen, Chunshan Li, Zhiying Tu, Dianhui Chu, Dianbo Sui |
| 2025 | Counterfactual Voting Adjustment for Quality Assessment and Fairer Voting in Online Platforms with Helpfulness Evaluation. | Chang Liu, Yixin Wang, Moontae Lee |