A Deep Learning Algorithm for One-step Contour Aware Nuclei Segmentation of Histopathological Images. - Yuxin Cui; Guiying Zhang; Zhonghao Liu; Zheng Xiong; Jianjun Hu (CoRR, 2018)

A deep learning algorithm for one-step contour aware nuclei segmentation of histopathology images. - Yuxin Cui; Guiying Zhang; Zhonghao Liu; Zheng Xiong; Jianjun Hu (Medical Biol. Eng. Comput., 2019)

Design and testing of automated tube-based hydroponic system. - Nihong Liu; Zheng Xiong; Can Xu; Yufa Wu; Huiling Li; Xianping Jiang; Junfeng Cheng (CACRE, 2020)

Graph Policy Network for Transferable Active Learning on Graphs. - Shengding Hu; Zheng Xiong; Meng Qu; Xingdi Yuan; Marc-Alexandre Côté; Zhiyuan Liu 001; Jian Tang 005 (NeurIPS, 2020)

Research and Experiment on Key Technology of Water-Fertilizer Integration Intelligent Equipment. - Nihong Liu; Can Xu; Bijuan Chen; Zheng Xiong; Huiling Li; Guilian Li (CACRE, 2021)

Research on Closed-loop Control of Heavy-duty Industrial Robot Based on Ultrasonic Positioning. - Qiang Wan; Congji Shi; Zheng Xiong (ICCIR, 2021)

On the Practical Consistency of Meta-Reinforcement Learning Algorithms. - Zheng Xiong; Luisa M. Zintgraf; Jacob Beck; Risto Vuorio; Shimon Whiteson (CoRR, 2021)

DeepSeqPanII: An Interpretable Recurrent Neural Network Model With Attention Mechanism for Peptide-HLA Class II Binding Prediction. - Zhonghao Liu; Jing Jin; Yuxin Cui; Zheng Xiong; Alireza Nasiri; Yong Zhao 014; Jianjun Hu (IEEE ACM Trans. Comput. Biol. Bioinform., 2022)

Universal Morphology Control via Contextual Modulation. - Zheng Xiong; Jacob Beck; Shimon Whiteson (ICML, 2023)

Mitigation of Voltage Violation for Battery Fast Charging Based on Data-Driven Optimization. - Zheng Xiong; Biao Luo; Bing-Chuan Wang (ICONIP (14), 2023)

Recurrent Hypernetworks are Surprisingly Strong in Meta-RL. - Jacob Beck; Risto Vuorio; Zheng Xiong; Shimon Whiteson (NeurIPS, 2023)

A Survey of Meta-Reinforcement Learning. - Jacob Beck; Risto Vuorio; Evan Zheran Liu; Zheng Xiong; Luisa M. Zintgraf; Chelsea Finn; Shimon Whiteson (CoRR, 2023)

Single-View View Synthesis with Self-Rectified Pseudo-Stereo. - Yang Zhou 038; Hanjie Wu; Wenxi Liu; Zheng Xiong; Jing Qin 001; Shengfeng He (CoRR, 2023)

Decentralized Multi-agent Reinforcement Learning based State-of-Charge Balancing Strategy for Distributed Energy Storage System. - Zheng Xiong; Biao Luo; Bing-Chuan Wang; Xiaodong Xu 002; Xiaodong Liu 011; Tingwen Huang (CoRR, 2023)

Pangu-Agent: A Fine-Tunable Generalist Agent with Structured Reasoning. - Filippos Christianos; Georgios Papoudakis; Matthieu Zimmer; Thomas Coste; Zhihao Wu; Jingxuan Chen; Khyati Khandelwal; James Doran; Xidong Feng; Jiacheng Liu; Zheng Xiong; Yicheng Luo; et al. (CoRR, 2023)

Single-View View Synthesis with Self-rectified Pseudo-Stereo. - Yang Zhou 007; Hanjie Wu; Wenxi Liu; Zheng Xiong; Jing Qin 001; Shengfeng He (Int. J. Comput. Vis., 2023)

Noah: Reinforcement-Learning-Based Rate Limiter for Microservices in Large-Scale E-Commerce Services. - Zhao Li 007; Haifeng Sun 004; Zheng Xiong; Qun Huang 001; Zehong Hu; Ding Li; Shasha Ruan; Hai Hong; Jie Gui; Jintao He; Zebin Xu; Yang Fang (IEEE Trans. Neural Networks Learn. Syst., 2023)

Distilling Morphology-Conditioned Hypernetworks for Efficient Universal Morphology Control. - Zheng Xiong; Risto Vuorio; Jacob Beck; Matthieu Zimmer; Kun Shao; Shimon Whiteson (ICML, 2024)

SplAgger: Split Aggregation for Meta-Reinforcement Learning. - Jacob Beck; Matthew Thomas Jackson; Risto Vuorio; Zheng Xiong; Shimon Whiteson (RLJ, 2024)

Glance to Count: Learning to Rank with Anchors for Weakly-supervised Crowd Counting. - Zheng Xiong; Liangyu Chai; Wenxi Liu; Yongtuo Liu; Sucheng Ren; Shengfeng He (WACV, 2024)

Feature selection algorithm using neighborhood equivalence tolerance relation for incomplete decision systems. - Shangzhi Wu; Litai Wang; Shuyue Ge; Zheng Xiong; Jie Liu (Appl. Soft Comput., 2024)

Multi-Dimensional Consensus Node Trust Evaluation and Selection for Blockchain-Empowered Electric Measurement Data Traceability. - Xianbo Du; Shuyun Wang; Chunyang Li; Mingtao Cui; Zheng Xiong; Haodong Liu (Int. J. Mob. Comput. Multim. Commun., 2024)

Decentralized Multiagent Reinforcement Learning Based State-of-Charge Balancing Strategy for Distributed Energy Storage System. - Zheng Xiong; Biao Luo; Bing-Chuan Wang; Xiaodong Xu 002; Xiaodong Liu 011; Tingwen Huang (IEEE Trans. Ind. Informatics, 2024)

A Tutorial on Meta-Reinforcement Learning. - Jacob Beck; Risto Vuorio; Evan Zheran Liu; Zheng Xiong; Luisa M. Zintgraf; Chelsea Finn; Shimon Whiteson (Found. Trends Mach. Learn., 2025)

DiT4SR: Taming Diffusion Transformer for Real-World Image Super-Resolution. - Zheng-Peng Duan; Jiawei Zhang 002; Xin Jin 005; Ziheng Zhang; Zheng Xiong; Dongqing Zou; Jimmy S. Ren; Chun-Le Guo; Chongyi Li (CoRR, 2025)

An Improved YOLOv8 Approach for Small Target Detection of Rice Spikelet Flowering in Field Environments. - Beizhang Chen; Jinming Liang; Zheng Xiong; Ming Pan; Xiangbao Meng; Qingshan Lin; Qun Ma; Yingping Zhao (CoRR, 2025)