Tongya Zheng

25 papers at tracked venues · 18 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-1190-9773 ↗Homepage ↗

Venues

AAAI ×8 IJCAI ×3 NeurIPS ×3 WWW ×3 VLDB ×2 AAMAS ×1 CIKM ×1 ECAI ×1 ECML-PKDD ×1 ICLR ×1 SIGKDD ×1

Frequent coauthors

Mingli Song

×23

Shunyu Liu

×16

Kaixuan Chen

×9

Yu Wang

×7

Rui Wang

×5

Jie Song

×5

Zunlei Feng

×4

Wenjie Huang

×4

Xinyu Wang

×4

Yihe Zhou

×4

Zhenbang Xiao

×4

Junshu Dai

×3

Papers

Adaptive Location Hierarchy Learning for Long-Tailed Mobility Prediction
WWW 2026 ·
Yu Wang
,
Junshu Dai
,
Yuchen Ying
,
Hanyang Yuan
,
Zunlei Feng
, Tongya Zheng,
Mingli Song
Dual-branch Spatial-Temporal Self-supervised Representation for Enhanced Road Network Learning
AAAI 2026 ·
Qinghong Guo
,
Yu Wang
,
Ji Cao
, Tongya Zheng,
Junshu Dai
,
Bingde Hu
,
Shunyu Liu
,
Canghong Jin
FlareDTDG: Harnessing Temporal Recency for Scalable Discrete-Time Dynamic Graph Training
VLDB 2026 ·
Wenjie Huang
,
Rui Wang
,
Jing Cao
, Tongya Zheng,
Xinyu Wang
,
Mingli Song
,
Sai Wu
,
Chun Chen
Neural Graph Navigation for Intelligent Subgraph Matching
AAAI 2026 ·
Yuchen Ying
,
Yiyang Dai
,
Wenda Li
,
Wenjie Huang
,
Rui Wang
, Tongya Zheng,
Yu Wang
,
Hanyang Yuan
,
Mingli Song
Agent-Aware Training for Agent-Agnostic Action Advising in Deep Reinforcement Learning
AAAI 2025 ·
Yaoquan Wei
,
Shunyu Liu
,
Jie Song
, Tongya Zheng,
Kaixuan Chen
,
Mingli Song
CADP: Towards Better Centralized Learning for Decentralized Execution in MARL
AAMAS 2025 ·
Yihe Zhou
,
Shunyu Liu
,
Yunpeng Qing
, Tongya Zheng,
Kaixuan Chen
,
Jie Song
,
Mingli Song
CADP: Towards Better Centralized Learning for Decentralized Execution in MARL
IJCAI 2025 ·
Yihe Zhou
,
Shunyu Liu
,
Yunpeng Qing
, Tongya Zheng,
Kaixuan Chen
,
Jie Song
,
Mingli Song
Cooperative Policy Agreement: Learning Diverse Policy for Offline MARL
AAAI 2025 ·
Yihe Zhou
,
Yuxuan Zheng
,
Yue Hu
,
Kaixuan Chen
, Tongya Zheng,
Jie Song
,
Mingli Song
,
Shunyu Liu
Disentangled Condensation for Large-scale Graphs
WWW 2025 ·
Zhenbang Xiao
,
Yu Wang
,
Shunyu Liu
,
Bingde Hu
,
Huiqiong Wang
,
Mingli Song
, Tongya Zheng
Disentangled Table-Graph Representation for Interpretable Transmission Line Fault Location
AAAI 2025 ·
Na Yu
,
Yutong Deng
,
Shunyu Liu
,
Kaixuan Chen
, Tongya Zheng,
Mingli Song
Effective and Efficient Distributed Temporal Graph Learning through Hotspot Memory Sharing
VLDB 2025 ·
Longjiao Zhang
,
Rui Wang
, Tongya Zheng,
Ziqi Huang
,
Wenjie Huang
,
Xinyu Wang
,
Can Wang
,
Mingli Song
,
Sai Wu
,
Shuibing He
Efficient Dynamic Graphs Learning with Refined Batch Parallel Training
IJCAI 2025 ·
ZhengZhao Feng
,
Rui Wang
,
Longjiao Zhang
, Tongya Zheng,
Ziqi Huang
,
Mingli Song
From GNNs to Trees: Multi-Granular Interpretability for Graph Neural Networks
ICLR 2025 ·
Jie Yang
,
Yuwen Wang
,
Kaixuan Chen
, Tongya Zheng,
Yihe Zhou
,
Zhenbang Xiao
,
Ji Cao
,
Mingli Song
,
Shunyu Liu
Global Attribute-Association Pattern Aggregation for Graph Fraud Detection
AAAI 2025 ·
Mingjiang Duan
,
Da He
, Tongya Zheng,
Lingxiang Jia
,
Mingli Song
,
Xinyu Wang
,
Zunlei Feng
Holistic Semantic Representation for Navigational Trajectory Generation
AAAI 2025 ·
Ji Cao
, Tongya Zheng,
Qinghong Guo
,
Yu Wang
,
Junshu Dai
,
Shunyu Liu
,
Jie Yang
,
Jie Song
,
Mingli Song
Odyssey : Empowering Minecraft Agents with Open-World Skills
IJCAI 2025 ·
Shunyu Liu
,
Yaoru Li
,
Kongcheng Zhang
,
Zhenyu Cui
,
Wenkai Fang
,
Yuxuan Zheng
, Tongya Zheng,
Mingli Song
SALoM: Structure Aware Temporal Graph Networks with Long-Short Memory Updater
NeurIPS 2025 ·
Hanwen Liu
,
Longjiao Zhang
,
Rui Wang
, Tongya Zheng,
Sai Wu
,
Chang Yao
,
Mingli Song
SeRL: Self-play Reinforcement Learning for Large Language Models with Limited Data
NeurIPS 2025 ·
Wenkai Fang
,
Shunyu Liu
,
Yang Zhou
,
Kongcheng Zhang
, Tongya Zheng,
Kaixuan Chen
,
Mingli Song
,
Dacheng Tao
Tree of Preferences for Diversified Recommendation
NeurIPS 2025 ·
Hanyang Yuan
,
Ning Tang
, Tongya Zheng,
Jiarong Xu
,
Xintong Hu
,
Renhong Huang
,
Shunyu Liu
,
Jiacong Hu
,
Jiawei Chen
,
Mingli Song
COLA: Cross-city Mobility Transformer for Human Trajectory Simulation
WWW 2024 ·
Yu Wang
, Tongya Zheng,
Yuxuan Liang
,
Shunyu Liu
,
Mingli Song
DGA-GNN: Dynamic Grouping Aggregation GNN for Fraud Detection
AAAI 2024 ·
Mingjiang Duan
, Tongya Zheng,
Yang Gao
,
Gang Wang
,
Zunlei Feng
,
Xinyu Wang
Language Models-enhanced Semantic Topology Representation Learning For Temporal Knowledge Graph Extrapolation
CIKM 2024 ·
Tianli Zhang
, Tongya Zheng,
Zhenbang Xiao
,
Zulong Chen
,
Liangyue Li
,
Zunlei Feng
,
Dongxiang Zhang
,
Mingli Song
Learning a Mini-Batch Graph Transformer via Two-Stage Interaction Augmentation
ECAI 2024 ·
Wenda Li
,
Kaixuan Chen
,
Shunyu Liu
, Tongya Zheng,
Wenjie Huang
,
Mingli Song
Simple Graph Condensation
ECML-PKDD 2024 ·
Zhenbang Xiao
,
Yu Wang
,
Shunyu Liu
,
Huiqiong Wang
,
Mingli Song
, Tongya Zheng
Unveiling Global Interactive Patterns across Graphs: Towards Interpretable Graph Neural Networks
SIGKDD 2024 ·
Yuwen Wang
,
Shunyu Liu
, Tongya Zheng,
Kaixuan Chen
,
Mingli Song