Jiajia Zhang

62 papers A* 2A 2B 6Journal 40Unranked 12
YearRankTypeTitle / Venue / Authors
2026 J jnl
Castor: Optimizing Deep Learning Job Scheduling in Multi-Tenant GPU Clusters via Intelligent Colocation.
IEEE Trans. Cloud Comput.
Yizhou Luo, Jiaxin Lai, Shaohuai Shi, Chen Chen, Shuhan Qi, Jiajia Zhang, Qiang Wang
2026 J jnl
DPAA: A robust and adaptive auction-based algorithm for position-dependent resource allocation.
Appl. Soft Comput.
Qian Chen, Cenying Yang, Jiajia Zhang, Huale Li, Zoe L. Jiang
2026 J jnl
Distributed scalable multi-agent reinforcement learning with intrinsic-episodic dual exploration.
Future Gener. Comput. Syst.
Shuhan Qi, Shuhao Zhang, Qiang Wang, Jiajia Zhang, Xuan Wang
2026 J jnl
Intelligent traffic signal control based on reinforcement learning: a survey.
Artif. Intell. Rev.
Hang Xiao, Huale Li, Zhaobin Wang, Zhen Yang, Shuhan Qi, Jiajia Zhang, Dingzhong Cai, Jiaqi Yin
2026 A* conf
PT-DCFR: Accelerating and Improving Deep CFR Using Population Based Training (Student Abstract).
AAAI
Dingzhong Cai, Huale Li, Hang Xiao, Shuhan Qi, Jiajia Zhang
2026 J jnl
Solving equilibrium for adversarial team games utilizing fictitious team play with refined team plans.
Expert Syst. Appl.
Jinheng Xiao, Chen Qiu, Yingying Xu, Jiajia Zhang, Shuhan Qi, Xuan Wang
2025 J jnl
Efficient Last-Iterate Convergence in Regret Minimization via Adaptive Reward Transformation.
CoRR
Hang Ren, Yulin Wu, Shuhan Qi, Jiajia Zhang, Xiaozhen Sun, Tianzi Ma, Xuan Wang
2025 A conf
FGLight: Learning Neighbor-level Information for Traffic Signal Control.
AAMAS
Hang Xiao, Huale Li, Shuhan Qi, Jiajia Zhang, Dingzhong Cai
2025 A conf
Last-Iterate Convergence in Adaptive Regret Minimization for Approximate Extensive-Form Perfect Equilibrium.
ECAI
Hang Ren, Xiaozhen Sun, Tianzi Ma, Jiajia Zhang, Xuan Wang
2025 J jnl
Last-Iterate Convergence in Adaptive Regret Minimization for Approximate Extensive-Form Perfect Equilibrium.
CoRR
Hang Ren, Xiaozhen Sun, Tianzi Ma, Jiajia Zhang, Xuan Wang
2025 J jnl
Optimizing strategy selection in hidden role games.
Eng. Appl. Artif. Intell.
Yingying Xu, Chen Qiu, Jinheng Xiao, Jiajia Zhang, Shuhan Qi, Xuan Wang
2025 A* conf
Towards Building Human-like Smart Agents in Modern 3D Video Games (Student Abstract).
AAAI
Zhihang Sun, Shuhan Qi, Xinhao Huang, Xinyu Xiao, Jiajia Zhang, Xuan Wang, Peixi Peng
2024 J jnl
A Novel Tree-Based Method for Interpretable Reinforcement Learning.
ACM Trans. Knowl. Discov. Data
Yifan Li, Shuhan Qi, Xuan Wang, Jiajia Zhang, Lei Cui
2024 J jnl
A fast strategy-solving method for adversarial team games utilizing warm starting.
Neurocomputing
Botao Liu, Chen Qiu, Weixin Huang, Jiajia Zhang, Xuan Wang
2024 J jnl
Cascaded Attention: Adaptive and Gated Graph Attention Network for Multiagent Reinforcement Learning.
IEEE Trans. Neural Networks Learn. Syst.
Shuhan Qi, Xinhao Huang, Peixi Peng, Xuzhong Huang, Jiajia Zhang, Xuan Wang
2024 J jnl
Combining Counterfactual Regret Minimization With Information Gain to Solve Extensive Games With Unknown Environments.
Int. J. Intell. Syst.
Chen Qiu, Xuan Wang, Tianzi Ma, Yaojun Wen, Jiajia Zhang
2024 J jnl
D2CFR: Minimize Counterfactual Regret With Deep Dueling Neural Network.
IEEE Trans. Neural Networks Learn. Syst.
Huale Li, Xuan Wang, Zengyue Guo, Jiajia Zhang, Shuhan Qi
2024 — conf
Entropy-Based Logic Explanations of Differentiable Decision Tree.
IIP (1)
Yuanyuan Liu, Jiajia Zhang, Yifan Li
2024 B conf
Improving Real-Time Service Quality Through Parallel Monte Carlo Tree Search.
IWQoS
Jiajia Zhang, Shuman Zhuang, Yulin Wu
2024 J jnl
Reverse double auction mechanism: An efficient algorithm for E-commerce platform operations.
Electron. Commer. Res. Appl.
Qian Chen, Xuan Wang, Cenying Yang, Zoe Lin Jiang, Shuhan Qi, Jiajia Zhang, Na Li, Lei Wang, Jing Xiao
2024 B conf
Scheduling Deep Learning Jobs in Multi-Tenant GPU Clusters via Wise Resource Sharing.
IWQoS
Yizhou Luo, Qiang Wang, Shaohuai Shi, Jiaxin Lai, Shuhan Qi, Jiajia Zhang, Xuan Wang
2024 J jnl
Scheduling Deep Learning Jobs in Multi-Tenant GPU Clusters via Wise Resource Sharing.
CoRR
Yizhou Luo, Qiang Wang, Shaohuai Shi, Jiaxin Lai, Shuhan Qi, Jiajia Zhang, Xuan Wang
2023 J jnl
A large-scale continuous optimization benchmark suite with versatile coupled heterogeneous modules.
Swarm Evol. Comput.
Peilan Xu, Wenjian Luo, Xin Lin, Jiajia Zhang, Xuan Wang
2023 J jnl
Kdb-D2CFR: Solving Multiplayer imperfect-information games with knowledge distillation-based DeepCFR.
Knowl. Based Syst.
Huale Li, Zengyue Guo, Yang Liu, Xuan Wang, Shuhan Qi, Jiajia Zhang, Jing Xiao
2023 — conf
Reinforced Vision-and-Language Navigation Based on Historical BERT.
ICSI (2)
Zixuan Zhang, Shuhan Qi, Zihao Zhou, Jiajia Zhang, Hao Yuan, Xuan Wang, Lei Wang, Jing Xiao
2023 J jnl
SVDE: Scalable Value-Decomposition Exploration for Cooperative Multi-Agent Reinforcement Learning.
CoRR
Shuhan Qi, Shuhao Zhang, Qiang Wang, Jiajia Zhang, Jing Xiao, Xuan Wang
2022 J jnl
3D face recognition algorithm based on nose tip contour and radial curve.
Multim. Tools Appl.
Linlin Tang, Zhangyan Li, Yang Liu, Shuhan Qi, Jiajia Zhang, Jiancheng Pan, Shuaijie Shi
2022 — conf
Dual Feature Fusion Trade Execution Framework with DDQN.
ICDIS
Dongrun Zheng, Jiajia Zhang, Xuan Wang, Xiao Guo, Jing Xiao
2022 — conf
EFDO: Solving Extensive-Form Games Based On Double Oracle.
ICDIS
Song Qin, Lei Zhang, Shuhan Qi, Jiajia Zhang, Huale Li, Xuan Wang, Jing Xiao
2022 J jnl
Efficient Distributed Framework for Collaborative Multi-Agent Reinforcement Learning.
CoRR
Shuhan Qi, Shuhao Zhang, Xiaohan Hou, Jiajia Zhang, Xuan Wang, Jing Xiao
2022 J jnl
Finding top-K solutions for the decision-maker in multiobjective optimization.
Inf. Sci.
Wenjian Luo, Luming Shi, Xin Lin, Jiajia Zhang, Miqing Li, Xin Yao
2022 — conf
Information Entropy of Uncertainty Control: An Uncertainty Management Method in Imperfect Information Games.
ICDIS
Jiajia Zhang, Mingxin Zhan, Shuhan Qi, Nanwei Yu, Dongrun Zheng, Xuan Wang, Jing Xiao
2022 — conf
LwDeepStack: A lightweight DeepStack based on knowledge distillation.
ICDIS
Jiajia Zhang, Zengyue Guo, Huale Li, Xuan Wang, Dongming Liu, Shuhan Qi
2022 — conf
NFSP-PER: An efficient sampling NFSP-based method with prioritized experience replay.
ICDIS
Huale Li, Shuhan Qi, Jiajia Zhang, Dandan Zhang, Lin Yao, Xuan Wang, Qi Li, Jing Xiao
2022 J jnl
Parallel learner: A practical deep reinforcement learning framework for multi-scenario games.
Knowl. Based Syst.
Xiaohan Hou, Zhenyang Guo, Xuan Wang, Tao Qian, Jiajia Zhang, Shuhan Qi, Jing Xiao
2022 J jnl
RLCFR: Minimize counterfactual regret by deep reinforcement learning.
Expert Syst. Appl.
Huale Li, Xuan Wang, Fengwei Jia, Yulin Wu, Jiajia Zhang, Shuhan Qi
2021 B conf
A Survey of Nearest-Better Clustering in Swarm and Evolutionary Computation.
CEC
Wenjian Luo, Xin Lin, Jiajia Zhang, Mike Preuss
2021 J jnl
AIBPO: Combine the Intrinsic Reward and Auxiliary Task for 3D Strategy Game.
Complex.
Huale Li, Rui Cao, Xuan Wang, Xiaohan Hou, Tao Qian, Fengwei Jia, Jiajia Zhang, Shuhan Qi
2021 J jnl
An alternative way of evolutionary multimodal optimization: density-based population initialization strategy.
Swarm Evol. Comput.
Peilan Xu, Wenjian Luo, Jiafei Xu, Yingying Qiao, Jiajia Zhang, Naijie Gu
2021 J jnl
Autoencoder-based self-supervised hashing for cross-modal retrieval.
Multim. Tools Appl.
Yifan Li, Xuan Wang, Lei Cui, Jiajia Zhang, Chengkai Huang, Xuan Luo, Shuhan Qi
2021 J jnl
Combining Counterfactual Regret Minimization with Information Gain to Solve Extensive Games with Imperfect Information.
CoRR
Chen Qiu, Xuan Wang, Tianzi Ma, Yaojun Wen, Jiajia Zhang
2021 J jnl
Constraint-Objective Cooperative Coevolution for Large-scale Constrained Optimization.
ACM Trans. Evol. Learn. Optim.
Peilan Xu, Wenjian Luo, Xin Lin, Jiajia Zhang, Yingying Qiao, Xuan Wang
2021 J jnl
Fittest survival: an enhancement mechanism for Monte Carlo tree search.
Int. J. Bio Inspired Comput.
Jiajia Zhang, Xiaozhen Sun, Dandan Zhang, Xuan Wang, Shuhan Qi, Tao Qian
2021 B conf
Hiding All Labels for Multi-label Images: An Empirical Study of Adversarial Examples.
IJCNN
Nan Zhou, Wenjian Luo, Jiajia Zhang, Linghao Kong, Hongwei Zhang
2021 — conf
Hierarchical Semantic Enhanced Directional Graph Network for Visual Commonsense Reasoning.
Trustworthy AI @ ACM Multimedia
Mingyan Wu, Shuhan Qi, Jun Rao, Jiajia Zhang, Qing Liao, Xuan Wang, Xinxin Liao
2021 J jnl
NNCFR: Minimize Counterfactual Regret with Neural Networks.
CoRR
Huale Li, Xuan Wang, Zengyue Guo, Jiajia Zhang, Shuhan Qi
2021 J jnl
Scalable sub-game solving for imperfect-information games.
Knowl. Based Syst.
Huale Li, Xuan Wang, Kunchi Li, Fengwei Jia, Yulin Wu, Jiajia Zhang, Shuhan Qi
2021 J jnl
Self-supervised learning-based weight adaptive hashing for fast cross-modal retrieval.
Signal Image Video Process.
Yifan Li, Xuan Wang, Shuhan Qi, Chengkai Huang, Zoe Lin Jiang, Qing Liao, Jian Guan, Jiajia Zhang
2020 J jnl
Bi-Connect Net for salient object detection.
Neurocomputing
Fengwei Jia, Xuan Wang, Jian Guan, Qing Liao, Jiajia Zhang, Huale Li, Shuhan Qi
2020 — conf
Density-Based Population Initialization Strategy for Continuous Optimization.
BIC-TA
Peilan Xu, Wenjian Luo, Jiafei Xu, Yingying Qiao, Jiajia Zhang
2020 J jnl
Explore instance similarity: An instance correlation based hashing method for multi-label cross-model retrieval.
Inf. Process. Manag.
Chengkai Huang, Xuan Luo, Jiajia Zhang, Qing Liao, Xuan Wang, Zoe Lin Jiang, Shuhan Qi
2020 J jnl
RLCFR: Minimize Counterfactual Regret by Deep Reinforcement Learning.
CoRR
Huale Li, Xuan Wang, Fengwei Jia, Yifan Li, Yulin Wu, Jiajia Zhang, Shuhan Qi
2020 J jnl
Ransomware classification using patch-based CNN and self-attention network on embedded N-grams of opcodes.
Future Gener. Comput. Syst.
Bin Zhang, Wentao Xiao, Xi Xiao, Arun Kumar Sangaiah, Weizhe Zhang, Jiajia Zhang
2020 J jnl
Self-Attention-Masking Semantic Decomposition and Segmentation for Facial Attribute Manipulation.
IEEE Access
Xuan Xia, Fengqi Yu, Nan Li, Yansong Qu, Jiajia Zhang, Chengguang Zhu
2020 J jnl
Solving imperfect-information games via exponential counterfactual regret minimization.
CoRR
Huale Li, Xuan Wang, Shuhan Qi, Jiajia Zhang, Yang Liu, Fengwei Jia
2019 J jnl
Graph-based supervised discrete image hashing.
J. Vis. Commun. Image Represent.
Jian Guan, Yifan Li, Jianguo Sun, Xuan Wang, Hainan Zhao, Jiajia Zhang, Zechao Liu, Shuhan Qi
2019 — conf
Negotiation Game Model for Big Data Transactions.
DSC
Jiajia Zhang, Shuqiang Yang, Weizhe Zhang, Bin Zhang, Zhenhuan Luo, Ying Zhou, Jia Xie
2019 B conf
Solving Six-Player Games via Online Situation Estimation.
ICTAI
Huale Li, Xuan Wang, Shuhan Qi, Yang Liu, Haojie Wang, Fengwei Jia, Jiajia Zhang
2014 J jnl
Using Risk Dominance Strategy in Poker.
J. Inf. Hiding Multim. Signal Process.
Jiajia Zhang, Xuan Wang, Lin Yao, Jingpeng Li, Shen-Xeu Dong
2012 — conf
Analysis of UCT algorithm policies in imperfect information game.
CCIS
Jiajia Zhang, Xuan Wang, Ling Yang, Jia Ji, Dongsheng Zhi
2009 B conf
The Improvement of Q-learning Applied to Imperfect Information Game.
SMC
Jing Lin, Xuan Wang, Lijiao Han, Jiajia Zhang, Xinxin Xu
2008 — conf
Risk Dominance Strategy in Imperfect Information Multi-player Game.
ISDA (2)
Xuan Wang, Jiajia Zhang, Xinxin Xu, Zhaoyang Xu