Shusheng Xu - RankMe

25 papers A* 5Journal 15Unranked 5

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	AREAL-DTA: Dynamic Tree Attention for Efficient Reinforcement Learning of Large Language Models. CoRR Jiarui Zhang, Yuchen Yang, Ran Yan, Zhiyu Mei, Liyuan Zhang, Daifeng Li, Wei Fu, Jiaxuan Gao, Shusheng Xu, Yi Wu, Binhang Yuan
2026	J	`jnl`	From Self-Evolving Synthetic Data to Verifiable-Reward RL: Post-Training Multi-turn Interactive Tool-Using Agents. CoRR Jiaxuan Gao, Jiaao Chen, Chuyi He, Wei-Chen Wang, Shusheng Xu, Hanrui Wang, Di Jin, Yi Wu
2025	J	`jnl`	AReaL: A Large-Scale Asynchronous Reinforcement Learning System for Language Reasoning. CoRR Wei Fu, Jiaxuan Gao, Xujie Shen, Chen Zhu, Zhiyu Mei, Chuyi He, Shusheng Xu, Guo Wei, Jun Mei, Jiashu Wang, Tongkai Yang, Binhang Yuan, Yi Wu
2025	J	`jnl`	Beyond Ten Turns: Unlocking Long-Horizon Agentic Search with Large-Scale Asynchronous RL. CoRR Jiaxuan Gao, Wei Fu, Minyang Xie, Shusheng Xu, Chuyi He, Zhiyu Mei, Banghua Zhu, Yi Wu
2025	J	`jnl`	How Far Are We from Optimal Reasoning Efficiency? CoRR Jiaxuan Gao, Shu Yan, Qixin Tan, Lu Yang, Shusheng Xu, Wei Fu, Zhiyu Mei, Kaifeng Lyu, Yi Wu
2024	—	`conf`	High-performance and Low-power VOCs Monitoring System with Temperature and UV Light Modulation Enhanced MEMS Gas Sensors. IEEE SENSORS Jiaqing Zhu, Tao Wang, Wangze Ni, Zhuoheng Li, Weiwei Cheng, Lechen Chen, Xinan Ma, Zhi Yang, Jianhua Yang, Shusheng Xu, Bowei Zhang, Fuzhen Xuan
2024	A*	`conf`	Is DPO Superior to PPO for LLM Alignment? A Comprehensive Study. ICML Shusheng Xu, Wei Fu, Jiaxuan Gao, Wenjie Ye, Weilin Liu, Zhiyu Mei, Guangju Wang, Chao Yu, Yi Wu
2024	J	`jnl`	Is DPO Superior to PPO for LLM Alignment? A Comprehensive Study. CoRR Shusheng Xu, Wei Fu, Jiaxuan Gao, Wenjie Ye, Weilin Liu, Zhiyu Mei, Guangju Wang, Chao Yu, Yi Wu
2024	A*	`conf`	LAGOON: Language-Guided Motion Control. ICRA Shusheng Xu, Huaijie Wang, Yutao Ouyang, Jiaxuan Gao, Zhiyu Mei, Chao Yu, Yi Wu
2024	J	`jnl`	On Designing Effective RL Reward at Training Time for LLM Reasoning. CoRR Jiaxuan Gao, Shusheng Xu, Wenjie Ye, Weilin Liu, Chuyi He, Wei Fu, Zhiyu Mei, Guangju Wang, Yi Wu
2024	J	`jnl`	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 Jiandong Qiu, Qiang Zhang, Minan Tang, Dingqiang Lin, Jiaxuan Liu, Shusheng Xu
2023	J	`jnl`	Beyond Information Gain: An Empirical Benchmark for Low-Switching-Cost Reinforcement Learning. Trans. Mach. Learn. Res. Shusheng Xu, Yancheng Liang, Yunfei Li, Simon Shaolei Du, Yi Wu
2023	J	`jnl`	Language-Guided Generation of Physically Realistic Robot Motion and Control. CoRR Shusheng Xu, Huaijie Wang, Jiaxuan Gao, Yutao Ouyang, Chao Yu, Yi Wu
2023	—	`conf`	PhyloTransformer: A Self-supervised Discriminative Model for SARS-CoV-2 Viral Mutation Prediction Based on a Multi-head Self-attention Mechanism. KDH@IJCAI Yingying Wu, Shusheng Xu, Shing-Tung Yau, Yi Wu
2022	A*	`conf`	Grounded Reinforcement Learning: Learning to Win the Game under Human Commands. NeurIPS Shusheng Xu, Huaijie Wang, Yi Wu
2022	A*	`conf`	Sequence Level Contrastive Learning for Text Summarization. AAAI Shusheng Xu, Xingxing Zhang, Yi Wu, Furu Wei
2021	J	`jnl`	A Benchmark for Low-Switching-Cost Reinforcement Learning. CoRR Shusheng Xu, Yancheng Liang, Yunfei Li, Simon Shaolei Du, Yi Wu
2021	—	`conf`	Native Chinese Reader: A Dataset Towards Native-Level Chinese Machine Reading Comprehension. NeurIPS Datasets and Benchmarks Shusheng Xu, Yichen Liu, Xiaoyu Yi, Siyuan Zhou, Huizi Li, Yi Wu
2021	J	`jnl`	Native Chinese Reader: A Dataset Towards Native-Level Chinese Machine Reading Comprehension. CoRR Shusheng Xu, Yichen Liu, Xiaoyu Yi, Siyuan Zhou, Huizi Li, Yi Wu
2021	J	`jnl`	PhyloTransformer: A Discriminative Model for Mutation Prediction Based on a Multi-head Self-attention Mechanism. CoRR Yingying Wu, Shusheng Xu, Shing-Tung Yau, Yi Wu
2021	J	`jnl`	Sequence Level Contrastive Learning for Text Summarization. CoRR Shusheng Xu, Xingxing Zhang, Yi Wu, Furu Wei
2020	A*	`conf`	Attentional Multi-graph Convolutional Network for Regional Economy Prediction with Open Migration Data. KDD Fengli Xu, Yong Li, Shusheng Xu
2020	—	`conf`	Unsupervised Extractive Summarization by Pre-training Hierarchical Transformers. EMNLP (Findings) Shusheng Xu, Xingxing Zhang, Yi Wu, Furu Wei, Ming Zhou
2020	J	`jnl`	Unsupervised Extractive Summarization by Pre-training Hierarchical Transformers. CoRR Shusheng Xu, Xingxing Zhang, Yi Wu, Furu Wei, Ming Zhou
2012	—	`conf`	Acceleration feedback adaptive backstepping controller for DP using PSO. FSKD Xiaogong Lin, Yehai Xie, Dawei Zhao, Shusheng Xu