| 2025 | LowRA: Accurate and Efficient LoRA Fine-Tuning of LLMs under 2 Bits. | Zikai Zhou, Qizheng Zhang, Hermann Kumbong, Kunle Olukotun |
| 2025 | H-Tuning: Toward Low-Cost and Efficient ECG-based Cardiovascular Disease Detection with Pre-Trained Models. | Rushuang Zhou, Yuanting Zhang, Yining Dong |
| 2025 | CERTAIN: Context Uncertainty-aware One-Shot Adaptation for Context-based Offline Meta Reinforcement Learning. | Hongtu Zhou, Ruiling Yang, Yakun Zhu, Haoqi Zhao, Hai Zhang, Di Zhang, Junqiao Zhao, Chen Ye, Changjun Jiang |
| 2025 | Proposer-Agent-Evaluator (PAE): Autonomous Skill Discovery For Foundation Model Internet Agents. | Yifei Zhou, Qianlan Yang, Kaixiang Lin, Min Bai, Xiong Zhou, Yu-Xiong Wang, Sergey Levine, Li Erran Li |
| 2025 | Evaluating Judges as Evaluators: The JETTS Benchmark of LLM-as-Judges as Test-Time Scaling Evaluators. | Yilun Zhou, Austin Xu, Peifeng Wang, Caiming Xiong, Shafiq Joty |
| 2025 | DreamDPO: Aligning Text-to-3D Generation with Human Preferences via Direct Preference Optimization. | Zhenglin Zhou, Xiaobo Xia, Fan Ma, Hehe Fan, Yi Yang, Tat-Seng Chua |
| 2025 | Programming Every Example: Lifting Pre-training Data Quality Like Experts at Scale. | Fan Zhou, Zengzhi Wang, Qian Liu, Junlong Li, Pengfei Liu |
| 2025 | Weakly-Supervised Contrastive Learning for Imprecise Class Labels. | Zi-Hao Zhou, Junjie Wang, Tong Wei, Min-Ling Zhang |
| 2025 | Energy-Based Flow Matching for Generating 3D Molecular Structure. | Wenyin Zhou, Christopher Iliffe Sprague, Vsevolod Viliuga, Matteo Tadiello, Arne Elofsson, Hossein Azizpour |
| 2025 | Parallel Simulation for Log-concave Sampling and Score-based Diffusion Models. | Huanjian Zhou, Masashi Sugiyama |
| 2025 | DINO-WM: World Models on Pre-trained Visual Features enable Zero-shot Planning. | Gaoyue Zhou, Hengkai Pan, Yann LeCun, Lerrel Pinto |
| 2025 | KAN-AD: Time Series Anomaly Detection with Kolmogorov-Arnold Networks. | Quan Zhou, Changhua Pei, Fei Sun, Jing Han, Zhengwei Gao, Haiming Zhang, Gaogang Xie, Dan Pei, Jianhui Li |
| 2025 | Perceptual-GS: Scene-adaptive Perceptual Densification for Gaussian Splatting. | Hongbi Zhou, Zhangkai Ni |
| 2025 | Unisolver: PDE-Conditional Transformers Towards Universal Neural PDE Solvers. | Hang Zhou, Yuezhou Ma, Haixu Wu, Haowen Wang, Mingsheng Long |
| 2025 | BSLoRA: Enhancing the Parameter Efficiency of LoRA with Intra-Layer and Inter-Layer Sharing. | Yuhua Zhou, Ruifeng Li, Changhai Zhou, Fei Yang, Aimin Pan |
| 2025 | Robust Multi-Agent Reinforcement Learning with Stochastic Adversary. | Ziyuan Zhou, Guanjun Liu, Mengchu Zhou, Weiran Guo |
| 2025 | Designing Cyclic Peptides via Harmonic SDE with Atom-Bond Modeling. | Xiangxin Zhou, Mingyu Li, Yi Xiao, Jiahan Li, Dongyu Xue, Zaixiang Zheng, Jianzhu Ma, Quanquan Gu |
| 2025 | Learning Efficient Robotic Garment Manipulation with Standardization. | Changshi Zhou, Feng Luan, Jiarui Hu, Shaoqiang Meng, Zhipeng Wang, Yanchao Dong, Yanmin Zhou, Bin He |
| 2025 | TUMTraf VideoQA: Dataset and Benchmark for Unified Spatio-Temporal Video Understanding in Traffic Scenes. | Xingcheng Zhou, Konstantinos Larintzakis, Hao Guo, Walter Zimmer, Mingyu Liu, Hu Cao, Jiajie Zhang, Venkatnarayanan Lakshminarasimhan, Leah Strand, Alois Knoll |
| 2025 | GSM-∞: How Do your LLMs Behave over Infinitely Increasing Reasoning Complexity and Context Length? | Yang Zhou, Hongyi Liu, Zhuoming Chen, Yuandong Tian, Beidi Chen |
| 2025 | Demystifying the Paradox of Importance Sampling with an Estimated History-Dependent Behavior Policy in Off-Policy Evaluation. | Hongyi Zhou, Josiah P. Hanna, Jin Zhu, Ying Yang, Chengchun Shi |
| 2025 | Inductive Moment Matching. | Linqi Zhou, Stefano Ermon, Jiaming Song |
| 2025 | Oracle-MoE: Locality-preserving Routing in the Oracle Space for Memory-constrained Large Language Model Inference. | Jixian Zhou, Fang Dong, Ruijun Huang, Hengjie Cao, Mengyi Chen, Yifeng Yang, Anrui Chen, Mingzhi Dong, Yujiang Wang, Dongsheng Li, David A. Clifton, Qin Lv, Rui Zhu, Chun Zhang, Fan Yang, Tun Lu, Ning Gu, Li Shang |
| 2025 | TINED: GNNs-to-MLPs by Teacher Injection and Dirichlet Energy Distillation. | Ziang Zhou, Zhihao Ding, Jieming Shi, Qing Li, Shiqi Shen |
| 2025 | From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information? | Zhanke Zhou, Xiao Feng, Zhaocheng Zhu, Jiangchao Yao, Sanmi Koyejo, Bo Han |