Papers
Sample-Efficient Behavior Cloning Using General Domain Knowledge
Feiyu Zhu, Jean Oh, Reid Simmons
Towards Improved Risk Bounds for Transductive Learning
Bowei Zhu, Shaojie Li, Yong Liu
Injecting Imbalance Sensitivity for Multi-Task Learning
Zhipeng Zhou, Liu Liu, Peilin Zhao et al.
CGI: Identifying Conditional Generative Models with Example Images
Zhi Zhou, Hao-Zhe Tan, Peng-Xiao Song et al.
CADP: Towards Better Centralized Learning for Decentralized Execution in MARL
Yihe Zhou, Shunyu Liu, Yunpeng Qing et al.
Fault Diagnosis in REDNet Model Space
Xiren Zhou, Ziyu Tang, Shikang Liu et al.
Underground Diagnosis in 3D GPR Data by Learning in CuCoRes Model Space
Xiren Zhou, Shikang Liu, Xinyu Yan et al.
Self-Consistent Model-based Adaptation for Visual Reinforcement Learning
Xinning Zhou, Chengyang Ying, Yao Feng et al.
Robustness to Spurious Correlations via Dynamic Knowledge Transfer
Xiaoling Zhou, Wei Ye, Zhemg Lee et al.
Enhancing the Performance of Global Model by Improving the Adaptability of Local Models in Federated Learning
Wujun Zhou, Shu Ding, Zelin Li et al.
Dual-Balancing for Physics-Informed Neural Networks
Chenhong Zhou, Jie Chen, Zaifeng Yang et al.
A Dynamic Stiefel Graph Neural Network for Efficient Spatio-Temporal Time Series Forecasting
Jiankai Zheng, Liang Xie
ShortcutProbe: Probing Prediction Shortcuts for Learning Robust Models
Guangtao Zheng, Wenqian Ye, Aidong Zhang
Negative Metric Learning for Graphs
Yiyang Zhao, Chengpei Wu, Lilin Zhang et al.
PerfSeer: An Efficient and Accurate Deep Learning Models Performance Predictor
Xinlong Zhao, Jiande Sun, Jia Zhang et al.
High-Confident Local Structure Guided Consensus Graph Learning For Incomplete Multi-view Clustering
Shuping Zhao, Lunke Fei, Qi Lai et al.
Instance Relation Learning Network with Label Knowledge Propagation for Few-shot Multi-label Intent Detection
Shiman Zhao, Shangyuan Li, Wei Chen et al.
DM-POSA: Enhancing Open-World Test-Time Adaptation with Dual-Mode Matching and Prompt-Based Open Set Adaptation
Shiji Zhao, Shao-Yuan Li, Chuanxing Geng et al.
Dual Robust Unbiased Multi-View Clustering for Incomplete and Unpaired Information
Liang Zhao, Ziyue Wang, Chuanye He et al.
Efficient Diversity-based Experience Replay for Deep Reinforcement Learning
Kaiyan Zhao, Yiming Wang, Yuyang Chen et al.
AdaptPFL: Unlocking Cross-Device Palmprint Recognition via Adaptive Personalized Federated Learning with Feature Decoupling
Zirui Zhang, Donghai Guan, Çetin Kaya Koç et al.
Graph OOD Detection via Plug-and-Play Energy-based Evaluation and Propagation
Yunxia Zhang, Mingchen Sun, Yutong Zhang et al.
CRAFT: Time Series Forecasting with Cross-Future Behavior Awareness
Yingwei Zhang, Ke Bu, Zhuoran Zhuang et al.
Federated Stochastic Bilevel Optimization with Fully First-Order Gradients
Yihan Zhang, Rohit Dhaipule, Chiu C. Tan et al.
QiMeng-TensorOp: One-Line Prompt is Enough for High-Performance Tensor Operator Generation with Hardware Primitives
Xuzhi Zhang, Shaohui Peng, Qirui Zhou et al.