| 2025 | Tractable Transformers for Flexible Conditional Generation. | Anji Liu, Xuejie Liu, Dayuan Zhao, Mathias Niepert, Yitao Liang, Guy Van den Broeck |
| 2025 | Revisiting Chain-of-Thought in Code Generation: Do Language Models Need to Learn Reasoning before Coding? | Renbiao Liu, Anqi Li, Chaoding Yang, Hui Sun, Ming Li |
| 2025 | POQD: Performance-Oriented Query Decomposer for Multi-vector retrieval. | Yaoyang Liu, Junlin Li, Yinjun Wu, Zhen Chen |
| 2025 | AdaptiveStep: Automatically Dividing Reasoning Step through Model Confidence. | Yuliang Liu, Junjie Lu, Chaofeng Qu, Zhaoling Chen, Zefan Cai, Jason Klein Liu, Chonghan Liu, Yunhui Xia, Li Zhao, Jiang Bian, Chuheng Zhang, Wei Shen, Zhouhan Lin |
| 2025 | OmniAudio: Generating Spatial Audio from 360-Degree Video. | Huadai Liu, Tianyi Luo, Kaicheng Luo, Qikai Jiang, Peiwen Sun, Jialei Wang, Rongjie Huang, Qian Chen, Wen Wang, Xiangtai Li, Shiliang Zhang, Zhijie Yan, Zhou Zhao, Wei Xue |
| 2025 | Convergence of Mean-Field Langevin Stochastic Descent-Ascent for Distributional Minimax Optimization. | Zhangyi Liu, Feng Liu, Rui Gao, Shuang Li |
| 2025 | HYGMA: Hypergraph Coordination Networks with Dynamic Grouping for Multi-Agent Reinforcement Learning. | Chiqiang Liu, Dazi Li |
| 2025 | C2IQL: Constraint-Conditioned Implicit Q-learning for Safe Offline Reinforcement Learning. | Zifan Liu, Xinran Li, Jun Zhang |
| 2025 | Distributionally Robust Multi-Agent Reinforcement Learning for Dynamic Chute Mapping. | Guangyi Liu, Suzan Iloglu, Michael Caldara, Joseph W. Durham, Michael M. Zavlanos |
| 2025 | What Makes In-context Learning Effective for Mathematical Reasoning. | Jiayu Liu, Zhenya Huang, Chaokun Wang, Xunpeng Huang, ChengXiang Zhai, Enhong Chen |
| 2025 | Elucidating the design space of language models for image generation. | Xuantong Liu, Shaozhe Hao, Xianbiao Qi, Tianyang Hu, Jun Wang, Rong Xiao, Yuan Yao |
| 2025 | MissScore: High-Order Score Estimation in the Presence of Missing Data. | Wenqin Liu, Haoze Hou, Erdun Gao, Biwei Huang, Qiuhong Ke, Howard D. Bondell, Mingming Gong |
| 2025 | An Improved Clique-Picking Algorithm for Counting Markov Equivalent DAGs via Super Cliques Transfer. | Lifu Liu, Shiyuan He, Jianhua Guo |
| 2025 | Aligning with Logic: Measuring, Evaluating and Improving Logical Preference Consistency in Large Language Models. | Yinhong Liu, Zhijiang Guo, Tianya Liang, Ehsan Shareghi, Ivan Vulic, Nigel Collier |
| 2025 | Learning from Suboptimal Data in Continuous Control via Auto-Regressive Soft Q-Network. | Jijia Liu, Feng Gao, Qingmin Liao, Chao Yu, Yu Wang |
| 2025 | Quantum Speedup for Hypergraph Sparsification. | Chenghua Liu, Minbo Gao, Zhengfeng Ji, Mingsheng Ying |
| 2025 | Multilayer Matrix Factorization via Dimension-Reducing Diffusion Variational Inference. | Junbin Liu, Farzan Farnia, Wing-Kin Ma |
| 2025 | Learning Robust Neural Processes with Risk-Averse Stochastic Optimization. | Huafeng Liu, Yiran Fu, Liping Jing, Hui Li, Shuyang Lin, Jingyue Shi, Deqiang Ouyang, Jian Yu |
| 2025 | Continual Reinforcement Learning by Planning with Online World Models. | Zichen Liu, Guoji Fu, Chao Du, Wee Sun Lee, Min Lin |
| 2025 | SongGen: A Single Stage Auto-regressive Transformer for Text-to-Song Generation. | Zihan Liu, Shuangrui Ding, Zhixiong Zhang, Xiaoyi Dong, Pan Zhang, Yuhang Zang, Yuhang Cao, Dahua Lin, Jiaqi Wang |
| 2025 | DexScale: Automating Data Scaling for Sim2Real Generalizable Robot Control. | Guiliang Liu, Yueci Deng, Runyi Zhao, Huayi Zhou, Jian Chen, Jietao Chen, Ruiyan Xu, Yunxin Tai, Kui Jia |
| 2025 | Iterative Vectors: In-Context Gradient Steering without Backpropagation. | Yiting Liu, Zhi-Hong Deng |
| 2025 | A Selective Learning Method for Temporal Graph Continual Learning. | Hanmo Liu, Shimin Di, Haoyang Li, Xun Jian, Yue Wang, Lei Chen |
| 2025 | SERENA: A Unified Stochastic Recursive Variance Reduced Gradient Framework for Riemannian Non-Convex Optimization. | Yan Liu, Mingjie Chen, Chaojie Ji, Hao Zhang, Ruxin Wang |
| 2025 | Language Models May Verbatim Complete Text They Were Not Explicitly Trained On. | Ken Liu, Christopher A. Choquette-Choo, Matthew Jagielski, Peter Kairouz, Sanmi Koyejo, Percy Liang, Nicolas Papernot |