Shusheng Xu

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 16

Top Topics

Reinforcement Learning

Decomposition Method

Extractive Summarization

Spatially Localized

Top Venues

Publications

Jiandong Qiu, Qiang Zhang, Minan Tang, Dingqiang Lin, Jiaxuan Liu, Shusheng Xu
Research on a Fault Feature Extraction Method for an Electric Multiple Unit Axle-Box Bearing Based on a Resonance-Based Sparse Signal Decomposition and Variational Mode Decomposition Method Based on the Sparrow Search Algorithm. Sensors 24 (14) (2024)
Shusheng Xu, Wei Fu, Jiaxuan Gao, Wenjie Ye, Weilin Liu, Zhiyu Mei, Guangju Wang, Chao Yu, Yi Wu
Is DPO Superior to PPO for LLM Alignment? A Comprehensive Study. CoRR (2024)
Shusheng Xu, Huaijie Wang, Yutao Ouyang, Jiaxuan Gao, Zhiyu Mei, Chao Yu, Yi Wu
LAGOON: Language-Guided Motion Control. ICRA (2024)
Yingying Wu, Shusheng Xu, Shing-Tung Yau, Yi Wu
PhyloTransformer: A Self-supervised Discriminative Model for SARS-CoV-2 Viral Mutation Prediction Based on a Multi-head Self-attention Mechanism. KDH@IJCAI (2023)
Shusheng Xu, Yancheng Liang, Yunfei Li, Simon Shaolei Du, Yi Wu
Beyond Information Gain: An Empirical Benchmark for Low-Switching-Cost Reinforcement Learning. Trans. Mach. Learn. Res. 2023 (2023)
Shusheng Xu, Huaijie Wang, Jiaxuan Gao, Yutao Ouyang, Chao Yu, Yi Wu
Language-Guided Generation of Physically Realistic Robot Motion and Control. CoRR (2023)
Shusheng Xu, Huaijie Wang, Yi Wu
Grounded Reinforcement Learning: Learning to Win the Game under Human Commands. NeurIPS (2022)
Shusheng Xu, Xingxing Zhang, Yi Wu, Furu Wei
Sequence Level Contrastive Learning for Text Summarization. AAAI (2022)
Shusheng Xu, Yancheng Liang, Yunfei Li, Simon Shaolei Du, Yi Wu
A Benchmark for Low-Switching-Cost Reinforcement Learning. CoRR (2021)
Yingying Wu, Shusheng Xu, Shing-Tung Yau, Yi Wu
PhyloTransformer: A Discriminative Model for Mutation Prediction Based on a Multi-head Self-attention Mechanism. CoRR (2021)
Shusheng Xu, Yichen Liu, Xiaoyu Yi, Siyuan Zhou, Huizi Li, Yi Wu
Native Chinese Reader: A Dataset Towards Native-Level Chinese Machine Reading Comprehension. CoRR (2021)
Shusheng Xu, Xingxing Zhang, Yi Wu, Furu Wei
Sequence Level Contrastive Learning for Text Summarization. CoRR (2021)
Shusheng Xu, Yichen Liu, Xiaoyu Yi, Siyuan Zhou, Huizi Li, Yi Wu
Native Chinese Reader: A Dataset Towards Native-Level Chinese Machine Reading Comprehension. NeurIPS Datasets and Benchmarks (2021)
Shusheng Xu, Xingxing Zhang, Yi Wu, Furu Wei, Ming Zhou
Unsupervised Extractive Summarization by Pre-training Hierarchical Transformers. CoRR (2020)
Fengli Xu, Yong Li, Shusheng Xu
Attentional Multi-graph Convolutional Network for Regional Economy Prediction with Open Migration Data. KDD (2020)
Shusheng Xu, Xingxing Zhang, Yi Wu, Furu Wei, Ming Zhou
Unsupervised Extractive Summarization by Pre-training Hierarchical Transformers. EMNLP (Findings) (2020)
Xiaogong Lin, Yehai Xie, Dawei Zhao, Shusheng Xu
Acceleration feedback adaptive backstepping controller for DP using PSO. FSKD (2012)