Zheng Xiong

34 papers A* 4A 1Journal 24Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Tutorial on Meta-Reinforcement Learning.
Found. Trends Mach. Learn.
Jacob Beck, Risto Vuorio, Evan Zheran Liu, Zheng Xiong, Luisa M. Zintgraf, Chelsea Finn, Shimon Whiteson
2025 J jnl
An Improved YOLOv8 Approach for Small Target Detection of Rice Spikelet Flowering in Field Environments.
CoRR
Beizhang Chen, Jinming Liang, Zheng Xiong, Ming Pan, Xiangbao Meng, Qingshan Lin, Qun Ma, Yingping Zhao
2025 J jnl
DiT4SR: Taming Diffusion Transformer for Real-World Image Super-Resolution.
CoRR
Zheng-Peng Duan, Jiawei Zhang, Xin Jin, Ziheng Zhang, Zheng Xiong, Dongqing Zou, Jimmy S. Ren, Chun-Le Guo, Chongyi Li
2025 — conf
Discrete Flow Matching is a Surprisingly Effective Post-training Method to Address Compound Error in Autoregressive Models.
ICAIF
Kang Li, Bidipta Sarkar, Zheng Xiong, Sascha Frey, Zilin Wang, Frensi Zejnullahu, Alfred Backhouse, Stefan Zohren, Anisoara Calinescu, Mihai Cucuringu, Jakob N. Foerster
2025 J jnl
HyperVLA: Efficient Inference in Vision-Language-Action Models via Hypernetworks.
CoRR
Zheng Xiong, Kang Li, Zilin Wang, Matthew Thomas Jackson, Jakob N. Foerster, Shimon Whiteson
2024 J jnl
Decentralized Multiagent Reinforcement Learning Based State-of-Charge Balancing Strategy for Distributed Energy Storage System.
IEEE Trans. Ind. Informatics
Zheng Xiong, Biao Luo, Bing-Chuan Wang, Xiaodong Xu, Xiaodong Liu, Tingwen Huang
2024 A* conf
Distilling Morphology-Conditioned Hypernetworks for Efficient Universal Morphology Control.
ICML
Zheng Xiong, Risto Vuorio, Jacob Beck, Matthieu Zimmer, Kun Shao, Shimon Whiteson
2024 J jnl
Distilling Morphology-Conditioned Hypernetworks for Efficient Universal Morphology Control.
CoRR
Zheng Xiong, Risto Vuorio, Jacob Beck, Matthieu Zimmer, Kun Shao, Shimon Whiteson
2024 J jnl
Feature selection algorithm using neighborhood equivalence tolerance relation for incomplete decision systems.
Appl. Soft Comput.
Shangzhi Wu, Litai Wang, Shuyue Ge, Zheng Xiong, Jie Liu
2024 A conf
Glance to Count: Learning to Rank with Anchors for Weakly-supervised Crowd Counting.
WACV
Zheng Xiong, Liangyu Chai, Wenxi Liu, Yongtuo Liu, Sucheng Ren, Shengfeng He
2024 J jnl
Multi-Dimensional Consensus Node Trust Evaluation and Selection for Blockchain-Empowered Electric Measurement Data Traceability.
Int. J. Mob. Comput. Multim. Commun.
Xianbo Du, Shuyun Wang, Chunyang Li, Mingtao Cui, Zheng Xiong, Haodong Liu
2024 J jnl
SplAgger: Split Aggregation for Meta-Reinforcement Learning.
RLJ
Jacob Beck, Matthew Thomas Jackson, Risto Vuorio, Zheng Xiong, Shimon Whiteson
2024 J jnl
SplAgger: Split Aggregation for Meta-Reinforcement Learning.
CoRR
Jacob Beck, Matthew Thomas Jackson, Risto Vuorio, Zheng Xiong, Shimon Whiteson
2023 J jnl
A Survey of Meta-Reinforcement Learning.
CoRR
Jacob Beck, Risto Vuorio, Evan Zheran Liu, Zheng Xiong, Luisa M. Zintgraf, Chelsea Finn, Shimon Whiteson
2023 J jnl
Decentralized Multi-agent Reinforcement Learning based State-of-Charge Balancing Strategy for Distributed Energy Storage System.
CoRR
Zheng Xiong, Biao Luo, Bing-Chuan Wang, Xiaodong Xu, Xiaodong Liu, Tingwen Huang
2023 — conf
Mitigation of Voltage Violation for Battery Fast Charging Based on Data-Driven Optimization.
ICONIP (14)
Zheng Xiong, Biao Luo, Bing-Chuan Wang
2023 J jnl
Noah: Reinforcement-Learning-Based Rate Limiter for Microservices in Large-Scale E-Commerce Services.
IEEE Trans. Neural Networks Learn. Syst.
Zhao Li, Haifeng Sun, Zheng Xiong, Qun Huang, Zehong Hu, Ding Li, Shasha Ruan, Hai Hong, Jie Gui, Jintao He, Zebin Xu, Yang Fang
2023 J jnl
Pangu-Agent: A Fine-Tunable Generalist Agent with Structured Reasoning.
CoRR
Filippos Christianos, Georgios Papoudakis, Matthieu Zimmer, Thomas Coste, Zhihao Wu, Jingxuan Chen, Khyati Khandelwal, James Doran, Xidong Feng, Jiacheng Liu, Zheng Xiong, Yicheng Luo, Jianye Hao, Kun Shao, Haitham Bou-Ammar, Jun Wang
2023 A* conf
Recurrent Hypernetworks are Surprisingly Strong in Meta-RL.
NeurIPS
Jacob Beck, Risto Vuorio, Zheng Xiong, Shimon Whiteson
2023 J jnl
Recurrent Hypernetworks are Surprisingly Strong in Meta-RL.
CoRR
Jacob Beck, Risto Vuorio, Zheng Xiong, Shimon Whiteson
2023 J jnl
Single-View View Synthesis with Self-Rectified Pseudo-Stereo.
CoRR
Yang Zhou, Hanjie Wu, Wenxi Liu, Zheng Xiong, Jing Qin, Shengfeng He
2023 J jnl
Single-View View Synthesis with Self-rectified Pseudo-Stereo.
Int. J. Comput. Vis.
Yang Zhou, Hanjie Wu, Wenxi Liu, Zheng Xiong, Jing Qin, Shengfeng He
2023 A* conf
Universal Morphology Control via Contextual Modulation.
ICML
Zheng Xiong, Jacob Beck, Shimon Whiteson
2023 J jnl
Universal Morphology Control via Contextual Modulation.
CoRR
Zheng Xiong, Jacob Beck, Shimon Whiteson
2022 J jnl
DeepSeqPanII: An Interpretable Recurrent Neural Network Model With Attention Mechanism for Peptide-HLA Class II Binding Prediction.
IEEE ACM Trans. Comput. Biol. Bioinform.
Zhonghao Liu, Jing Jin, Yuxin Cui, Zheng Xiong, Alireza Nasiri, Yong Zhao, Jianjun Hu
2022 J jnl
Glance to Count: Learning to Rank with Anchors for Weakly-supervised Crowd Counting.
CoRR
Zheng Xiong, Liangyu Chai, Wenxi Liu, Yongtuo Liu, Sucheng Ren, Shengfeng He
2021 J jnl
On the Practical Consistency of Meta-Reinforcement Learning Algorithms.
CoRR
Zheng Xiong, Luisa M. Zintgraf, Jacob Beck, Risto Vuorio, Shimon Whiteson
2021 — conf
Research and Experiment on Key Technology of Water-Fertilizer Integration Intelligent Equipment.
CACRE
Nihong Liu, Can Xu, Bijuan Chen, Zheng Xiong, Huiling Li, Guilian Li
2021 — conf
Research on Closed-loop Control of Heavy-duty Industrial Robot Based on Ultrasonic Positioning.
ICCIR
Qiang Wan, Congji Shi, Zheng Xiong
2020 — conf
Design and testing of automated tube-based hydroponic system.
CACRE
Nihong Liu, Zheng Xiong, Can Xu, Yufa Wu, Huiling Li, Xianping Jiang, Junfeng Cheng
2020 A* conf
Graph Policy Network for Transferable Active Learning on Graphs.
NeurIPS
Shengding Hu, Zheng Xiong, Meng Qu, Xingdi Yuan, Marc-Alexandre Côté, Zhiyuan Liu, Jian Tang
2020 J jnl
Graph Policy Network for Transferable Active Learning on Graphs.
CoRR
Shengding Hu, Zheng Xiong, Meng Qu, Xingdi Yuan, Marc-Alexandre Côté, Zhiyuan Liu, Jian Tang
2019 J jnl
A deep learning algorithm for one-step contour aware nuclei segmentation of histopathology images.
Medical Biol. Eng. Comput.
Yuxin Cui, Guiying Zhang, Zhonghao Liu, Zheng Xiong, Jianjun Hu
2018 J jnl
A Deep Learning Algorithm for One-step Contour Aware Nuclei Segmentation of Histopathological Images.
CoRR
Yuxin Cui, Guiying Zhang, Zhonghao Liu, Zheng Xiong, Jianjun Hu