Tongya Zheng

75 papers A* 18A 3B 4Journal 43Unranked 7
YearRankTypeTitle / Venue / Authors
2026 A* conf
Adaptive Location Hierarchy Learning for Long-Tailed Mobility Prediction.
WWW
Yu Wang, Junshu Dai, Yuchen Ying, Hanyang Yuan, Zunlei Feng, Tongya Zheng, Mingli Song
2026 A* conf
Dual-branch Spatial-Temporal Self-supervised Representation for Enhanced Road Network Learning.
AAAI
Qinghong Guo, Yu Wang, Ji Cao, Tongya Zheng, Junshu Dai, Bingde Hu, Shunyu Liu, Canghong Jin
2026 J jnl
GraphScout: Empowering Large Language Models with Intrinsic Exploration Ability for Agentic Graph Reasoning.
CoRR
Yuchen Ying, Weiqi Jiang, Tongya Zheng, Yu Wang, Shunyu Liu, Kai-Xuan Chen, Mingli Song
2026 A* conf
Neural Graph Navigation for Intelligent Subgraph Matching.
AAAI
Yuchen Ying, Yiyang Dai, Wenda Li, Wenjie Huang, Rui Wang, Tongya Zheng, Yu Wang, Hanyang Yuan, Mingli Song
2026 J jnl
Physics-informed Diffusion Generation for Geomagnetic Map Interpolation.
CoRR
Wenda Li, Tongya Zheng, Kaixuan Chen, Shunyu Liu, Haoze Jiang, Yunzhi Hao, Rui Miao, Zujie Ren, Mingli Song, Hang Shi, Gang Chen
2026 J jnl
Tree of Preferences for Diversified Recommendation.
CoRR
Hanyang Yuan, Ning Tang, Tongya Zheng, Jiarong Xu, Xintong Hu, Renhong Huang, Shunyu Liu, Jiacong Hu, Jiawei Chen, Mingli Song
2025 J jnl
Adaptive Location Hierarchy Learning for Long-Tailed Mobility Prediction.
CoRR
Yu Wang, Junshu Dai, Yuchen Ying, Yuxuan Liang, Tongya Zheng, Mingli Song
2025 A* conf
Agent-Aware Training for Agent-Agnostic Action Advising in Deep Reinforcement Learning.
AAAI
Yaoquan Wei, Shunyu Liu, Jie Song, Tongya Zheng, Kaixuan Chen, Mingli Song
2025 J jnl
BARE: Balance representation for imbalance multi-class node classification on heterogeneous information networks.
Expert Syst. Appl.
Canghong Jin, Hao Ni, Feng Miao, Tongya Zheng, Mingli Song, Zemin Liu
2025 — conf
Binning Encoder-Based Grouped Aggregation for Network Traffic Anomaly Detection.
ICONIP (3)
Lingyao Lu, Tongya Zheng, Haoye Wang, Zunlei Feng, Mingli Song
2025 A conf
CADP: Towards Better Centralized Learning for Decentralized Execution in MARL.
AAMAS
Yihe Zhou, Shunyu Liu, Yunpeng Qing, Tongya Zheng, Kaixuan Chen, Jie Song, Mingli Song
2025 A* conf
CADP: Towards Better Centralized Learning for Decentralized Execution in MARL.
IJCAI
Yihe Zhou, Shunyu Liu, Yunpeng Qing, Tongya Zheng, Kaixuan Chen, Jie Song, Mingli Song
2025 A* conf
Cooperative Policy Agreement: Learning Diverse Policy for Offline MARL.
AAAI
Yihe Zhou, Yuxuan Zheng, Yue Hu, Kaixuan Chen, Tongya Zheng, Jie Song, Mingli Song, Shunyu Liu
2025 J jnl
Curriculum negative mining for temporal networks.
Neural Networks
Ziyue Chen, Tongya Zheng, Mingli Song
2025 A* conf
Disentangled Condensation for Large-scale Graphs.
WWW
Zhenbang Xiao, Yu Wang, Shunyu Liu, Bingde Hu, Huiqiong Wang, Mingli Song, Tongya Zheng
2025 A* conf
Disentangled Table-Graph Representation for Interpretable Transmission Line Fault Location.
AAAI
Na Yu, Yutong Deng, Shunyu Liu, Kaixuan Chen, Tongya Zheng, Mingli Song
2025 J jnl
Dual-branch Spatial-Temporal Self-supervised Representation for Enhanced Road Network Learning.
CoRR
Qinghong Guo, Yu Wang, Ji Cao, Tongya Zheng, Junshu Dai, Bingde Hu, Shunyu Liu, Canghong Jin
2025 J jnl
Effective and Efficient Distributed Temporal Graph Learning through Hotspot Memory Sharing.
Proc. VLDB Endow.
Longjiao Zhang, Rui Wang, Tongya Zheng, Ziqi Huang, Wenjie Huang, Xinyu Wang, Can Wang, Mingli Song, Sai Wu, Shuibing He
2025 J jnl
Efficient Distributed Graph Neural Network Training With Source Chunking and Moving Aggregation.
IEEE Trans. Knowl. Data Eng.
Wenjie Huang, Tongya Zheng, Rui Wang, Tongtian Zhu, Bingde Hu, Shuibing He, Mingli Song, Xinyu Wang, Sai Wu, Chun Chen
2025 A* conf
Efficient Dynamic Graphs Learning with Refined Batch Parallel Training.
IJCAI
ZhengZhao Feng, Rui Wang, Longjiao Zhang, Tongya Zheng, Ziqi Huang, Mingli Song
2025 A* conf
From GNNs to Trees: Multi-Granular Interpretability for Graph Neural Networks.
ICLR
Jie Yang, Yuwen Wang, Kaixuan Chen, Tongya Zheng, Yihe Zhou, Zhenbang Xiao, Ji Cao, Mingli Song, Shunyu Liu
2025 J jnl
From GNNs to Trees: Multi-Granular Interpretability for Graph Neural Networks.
CoRR
Jie Yang, Yuwen Wang, Kai-Xuan Chen, Tongya Zheng, Yihe Zhou, Zhenbang Xiao, Ji Cao, Mingli Song, Shunyu Liu
2025 A* conf
Global Attribute-Association Pattern Aggregation for Graph Fraud Detection.
AAAI
Mingjiang Duan, Da He, Tongya Zheng, Lingxiang Jia, Mingli Song, Xinyu Wang, Zunlei Feng
2025 A* conf
Holistic Semantic Representation for Navigational Trajectory Generation.
AAAI
Ji Cao, Tongya Zheng, Qinghong Guo, Yu Wang, Junshu Dai, Shunyu Liu, Jie Yang, Jie Song, Mingli Song
2025 J jnl
Holistic Semantic Representation for Navigational Trajectory Generation.
CoRR
Ji Cao, Tongya Zheng, Qinghong Guo, Yu Wang, Junshu Dai, Shunyu Liu, Jie Yang, Jie Song, Mingli Song
2025 J jnl
Learning Multi-Modal Mobility Dynamics for Generalized Next Location Recommendation.
CoRR
Junshu Dai, Yu Wang, Tongya Zheng, Wei Ji, Qinghong Guo, Ji Cao, Jie Song, Canghong Jin, Mingli Song
2025 J jnl
Neural Graph Navigation for Intelligent Subgraph Matching.
CoRR
Yuchen Ying, Yiyang Dai, Wenda Li, Wenjie Huang, Rui Wang, Tongya Zheng, Yu Wang, Hanyang Yuan, Mingli Song
2025 A* conf
Odyssey : Empowering Minecraft Agents with Open-World Skills.
IJCAI
Shunyu Liu, Yaoru Li, Kongcheng Zhang, Zhenyu Cui, Wenkai Fang, Yuxuan Zheng, Tongya Zheng, Mingli Song
2025 J jnl
Parallelized Planning-Acting for Efficient LLM-based Multi-Agent Systems.
CoRR
Yaoru Li, Shunyu Liu, Tongya Zheng, Mingli Song
2025 B conf
Quick Sense Temporal Graph Transformer with Effective Representation Augmentation.
IJCNN
Ziqi Huang, Tongya Zheng, Rui Wang, Longjiao Zhang, Wenjie Huang, Xinyu Wang
2025 J jnl
SeRL: Self-Play Reinforcement Learning for Large Language Models with Limited Data.
CoRR
Wenkai Fang, Shunyu Liu, Yang Zhou, Kongcheng Zhang, Tongya Zheng, Kai-Xuan Chen, Mingli Song, Dacheng Tao
2025 J jnl
Towards Efficient LLM-aware Heterogeneous Graph Learning.
CoRR
Wenda Li, Tongya Zheng, Shunyu Liu, Yu Wang, Kai-Xuan Chen, Hanyang Yuan, Bingde Hu, Zujie Ren, Mingli Song, Gang Chen
2025 J jnl
Unifying Environment Perception and Route Choice Modeling for Trajectory Representation Learning.
CoRR
Ji Cao, Yu Wang, Tongya Zheng, Zujie Ren, Canghong Jin, Gang Chen, Mingli Song
2024 A* conf
COLA: Cross-city Mobility Transformer for Human Trajectory Simulation.
WWW
Yu Wang, Tongya Zheng, Yuxuan Liang, Shunyu Liu, Mingli Song
2024 J jnl
COLA: Cross-city Mobility Transformer for Human Trajectory Simulation.
CoRR
Yu Wang, Tongya Zheng, Yuxuan Liang, Shunyu Liu, Mingli Song
2024 J jnl
Curriculum Negative Mining For Temporal Networks.
CoRR
Ziyue Chen, Tongya Zheng, Mingli Song
2024 A* conf
DGA-GNN: Dynamic Grouping Aggregation GNN for Fraud Detection.
AAAI
Mingjiang Duan, Tongya Zheng, Yang Gao, Gang Wang, Zunlei Feng, Xinyu Wang
2024 J jnl
Disentangled Condensation for Large-scale Graphs.
CoRR
Zhenbang Xiao, Shunyu Liu, Yu Wang, Tongya Zheng, Mingli Song
2024 J jnl
Graph Neural Networks-based hybrid framework for predicting particle crushing strength.
Expert Syst. Appl.
Tongya Zheng, Tianli Zhang, Qingzheng Guan, Wenjie Huang, Zunlei Feng, Mingli Song, Chun Chen
2024 A conf
Language Models-enhanced Semantic Topology Representation Learning For Temporal Knowledge Graph Extrapolation.
CIKM
Tianli Zhang, Tongya Zheng, Zhenbang Xiao, Zulong Chen, Liangyue Li, Zunlei Feng, Dongxiang Zhang, Mingli Song
2024 A conf
Learning a Mini-Batch Graph Transformer via Two-Stage Interaction Augmentation.
ECAI
Wenda Li, Kaixuan Chen, Shunyu Liu, Tongya Zheng, Wenjie Huang, Mingli Song
2024 J jnl
Learning a Mini-batch Graph Transformer via Two-stage Interaction Augmentation.
CoRR
Wenda Li, Kai-Xuan Chen, Shunyu Liu, Tongya Zheng, Wenjie Huang, Mingli Song
2024 B conf
Multi-Channel Graph Fusion Representation for Tabular Data Imputation.
IJCNN
Na Yu, Ke Xu, Kai-Xuan Chen, Shunyu Liu, Tongya Zheng, Mingli Song
2024 J jnl
Odyssey: Empowering Agents with Open-World Skills.
CoRR
Shunyu Liu, Yaoru Li, Kongcheng Zhang, Zhenyu Cui, Wenkai Fang, Yuxuan Zheng, Tongya Zheng, Mingli Song
2024 — conf
Simple Graph Condensation.
ECML/PKDD (2)
Zhenbang Xiao, Yu Wang, Shunyu Liu, Huiqiong Wang, Mingli Song, Tongya Zheng
2024 J jnl
Simple Graph Condensation.
CoRR
Zhenbang Xiao, Yu Wang, Shunyu Liu, Huiqiong Wang, Mingli Song, Tongya Zheng
2024 J jnl
Spatiotemporal gated traffic trajectory simulation with semantic-aware graph learning.
Inf. Fusion
Yu Wang, Ji Cao, Wenjie Huang, Zhihua Liu, Tongya Zheng, Mingli Song
2024 J jnl
Spatiotemporal-Augmented Graph Neural Networks for Human Mobility Simulation.
IEEE Trans. Knowl. Data Eng.
Yu Wang, Tongya Zheng, Shunyu Liu, Zunlei Feng, Kai-Xuan Chen, Yunzhi Hao, Mingli Song
2024 B conf
TrajGraph: A Dual-View Graph Transformer Model for Effective Next Location Recommendation.
IJCNN
Jiafeng Zhao, Hao Ni, Canghong Jin, Tongya Zheng, Longxiang Shi, Xiaoliang Wang
2024 J jnl
Transition Propagation Graph Neural Networks for Temporal Networks.
IEEE Trans. Neural Networks Learn. Syst.
Tongya Zheng, Zunlei Feng, Tianli Zhang, Yunzhi Hao, Mingli Song, Xingen Wang, Xinyu Wang, Ji Zhao, Chun Chen
2024 — conf
Unified Mask Graph Modeling for Incomplete Tabular Learning.
ICONIP (6)
Na Yu, Tongya Zheng, Shunyu Liu, Kai-Xuan Chen, Mingli Song
2024 A* conf
Unveiling Global Interactive Patterns across Graphs: Towards Interpretable Graph Neural Networks.
KDD
Yuwen Wang, Shunyu Liu, Tongya Zheng, Kaixuan Chen, Mingli Song
2024 J jnl
Unveiling Global Interactive Patterns across Graphs: Towards Interpretable Graph Neural Networks.
CoRR
Yuwen Wang, Shunyu Liu, Tongya Zheng, Kaixuan Chen, Mingli Song
2023 B conf
A General Heterogeneous Hypergraph Neural Network for Node Classification.
IJCNN
Bingde Hu, Wenjie Huang, Tongya Zheng, Mingli Song, Ying Li
2023 J jnl
Agent-Aware Training for Agent-Agnostic Action Advising in Deep Reinforcement Learning.
CoRR
Yaoquan Wei, Shunyu Liu, Jie Song, Tongya Zheng, Kaixuan Chen, Yong Wang, Mingli Song
2023 — conf
Attribution Guided Layerwise Knowledge Amalgamation from Graph Neural Networks.
ICONIP (1)
Yunzhi Hao, Yu Wang, Shunyu Liu, Tongya Zheng, Xingen Wang, Xinyu Wang, Mingli Song, Wenqi Huang, Chun Chen
2023 A* conf
Contrastive Identity-Aware Learning for Multi-Agent Value Decomposition.
AAAI
Shunyu Liu, Yihe Zhou, Jie Song, Tongya Zheng, Kaixuan Chen, Tongtian Zhu, Zunlei Feng, Mingli Song
2023 — conf
Disentangling Node Metric Factors for Temporal Link Prediction.
ICONIP (2)
Tianli Zhang, Tongya Zheng, Yuanyu Wan, Ying Li, Wenqi Huang
2023 J jnl
Graph Neural Networks-based Hybrid Framework For Predicting Particle Crushing Strength.
CoRR
Tongya Zheng, Tianli Zhang, Qingzheng Guan, Wenjie Huang, Zunlei Feng, Mingli Song, Chun Chen
2023 J jnl
Graph-based Knowledge Distillation: A survey and experimental evaluation.
CoRR
Jing Liu, Tongya Zheng, Guanzheng Zhang, Qinfen Hao
2023 — conf
Heterogeneous Graph Prototypical Networks for Few-Shot Node Classification.
ICONIP (8)
Yunzhi Hao, Mengfan Wang, Xingen Wang, Tongya Zheng, Xinyu Wang, Wenqi Huang, Chun Chen
2023 A* conf
Improving Expressivity of GNNs with Subgraph-specific Factor Embedded Normalization.
KDD
Kaixuan Chen, Shunyu Liu, Tongtian Zhu, Ji Qiao, Yun Su, Yingjie Tian, Tongya Zheng, Haofei Zhang, Zunlei Feng, Jingwen Ye, Mingli Song
2023 J jnl
Improving Expressivity of GNNs with Subgraph-specific Factor Embedded Normalization.
CoRR
Kaixuan Chen, Shunyu Liu, Tongtian Zhu, Tongya Zheng, Haofei Zhang, Zunlei Feng, Jingwen Ye, Mingli Song
2023 J jnl
Is Centralized Training with Decentralized Execution Framework Centralized Enough for MARL?
CoRR
Yihe Zhou, Shunyu Liu, Yunpeng Qing, Kaixuan Chen, Tongya Zheng, Yanhao Huang, Jie Song, Mingli Song
2023 J jnl
Spatiotemporal-Augmented Graph Neural Networks for Human Mobility Simulation.
CoRR
Yu Wang, Tongya Zheng, Shunyu Liu, Kaixuan Chen, Zunlei Feng, Yunzhi Hao, Mingli Song
2023 J jnl
Temporal Aggregation and Propagation Graph Neural Networks for Dynamic Representation.
CoRR
Tongya Zheng, Xinchao Wang, Zunlei Feng, Jie Song, Yunzhi Hao, Mingli Song, Xingen Wang, Xinyu Wang, Chun Chen
2023 J jnl
Temporal Aggregation and Propagation Graph Neural Networks for Dynamic Representation.
IEEE Trans. Knowl. Data Eng.
Tongya Zheng, Xinchao Wang, Zunlei Feng, Jie Song, Yunzhi Hao, Mingli Song, Xingen Wang, Xinyu Wang, Chun Chen
2023 J jnl
Transition Propagation Graph Neural Networks for Temporal Networks.
CoRR
Tongya Zheng, Zunlei Feng, Tianli Zhang, Yunzhi Hao, Mingli Song, Xingen Wang, Xinyu Wang, Ji Zhao, Chun Chen
2022 J jnl
Contrastive Identity-Aware Learning for Multi-Agent Value Decomposition.
CoRR
Shunyu Liu, Yihe Zhou, Jie Song, Tongya Zheng, Kaixuan Chen, Tongtian Zhu, Zunlei Feng, Mingli Song
2022 J jnl
HIRE: Distilling High-order Relational Knowledge From Heterogeneous Graph Neural Networks.
CoRR
Jing Liu, Tongya Zheng, Qinfen Hao
2022 J jnl
HIRE: Distilling high-order relational knowledge from heterogeneous graph neural networks.
Neurocomputing
Jing Liu, Tongya Zheng, Qinfen Hao
2021 — conf
Learning Dynamic Preference Structure Embedding From Temporal Networks.
ICBK
Tongya Zheng, Zunlei Feng, Yu Wang, Chengchao Shen, Mingli Song, Xingen Wang, Xinyu Wang, Chun Chen, Hao Xu
2021 J jnl
Learning Dynamic Preference Structure Embedding From Temporal Networks.
CoRR
Tongya Zheng, Zunlei Feng, Yu Wang, Chengchao Shen, Mingli Song, Xingen Wang, Xinyu Wang, Chun Chen, Hao Xu
2021 J jnl
Real-time intelligent big data processing: technology, platform, and applications.
CoRR
Tongya Zheng, Gang Chen, Xinyu Wang, Chun Chen, Xingen Wang, Sihui Luo
2019 J jnl
Real-time intelligent big data processing: technology, platform, and applications.
Sci. China Inf. Sci.
Tongya Zheng, Gang Chen, Xinyu Wang, Chun Chen, Xingen Wang, Sihui Luo