Publications
Q Zhang, X Gao, A Zhou, R Cheng, S-Y Yiu, H Yin. Efficient Prompt Learning for Traffic Forecasting. VLDBJ, 2026. Accepted, to appear in
H Yang, J Zhang, Z He, A Zhou, Y R Fung. MARS-SQL: A Multi-Agent Reinforcement Learning Framework For Text-To-SQL. ICML, 2026. Accepted, to appear in
Y Zheng, W Jiang, T Chen, A Zhou, C Zhan, Q Nguyen, H Yin. Epidemiology-informed Graph Neural Network for Heterogeneity-aware Epidemic Forecasting. ECML PKDD, 2026. Accepted, to appear in
L Qiu, Y Xu, H Li, C Zhang, A Zhou, P Cheng, L Chen, Q Li. Towards A Generalizable and Expressive Graph Neural Network for Graph-Level Tasks with Theoretical Guarantees. VLDBJ, 2026. Accepted, to appear in
Y Cao, W Shi, W-J Xu, Y Shen, Y Cui, H Guo, S Di, Z Liu, J Li, A Zhou, J Zhu, J Xu. TIV: Thought Injection via Vectors for Efficient Reasoning in Large Reasoning Models. AAAI, 2026.
A Tian, A Zhou, Y Wang, X Jian, L Chen, Y Zhou, C Zhang. Distributed Truss Decomposition over Large Directed Graphs. VLDBJ. 2025.
H Li, A Zhou, F Jin, Q Li, Z Zhao, H Xin, Q Yan, T Mao, X Lin, Z Li, L Chen. Dynamic Service Knowledge Base Construction at WeChat. ADMA. 2025.
A Zhou, Y Wang, L Chen, T Özsu. Positive Communities on Signed Graphs That Are Not Echo Chambers: A Clique-Based Approach. ICDE. 2024.
A Tian, A Zhou, Y Wang, X Jian, L Chen. Efficient Index for Temporal Core Queries over Bipartite Graphs. PVLDB. 2024.
K Chung, A Zhou, Y Wang, L Chen. Maximum Balanced (k, epsilon)-Bitruss Detection in Signed Bipartite Graph. PVLDB. 2024.
A Zhou, Y Wang, L Chen. Butterfly Counting and Bitruss Decomposition on Uncertain Bipartite Graphs. VLDBJ. 2023.
A Tian, A Zhou, Y Wang, L Chen. Maximal D-Truss Search in Dynamic Directed Graphs. PVLDB. 2023.
M Imran, H Yin, T Chen, Q Nguyen, A Zhou, K Zheng. ReFRS: Resource-efficient Federated Recommender System for Dynamic and Diversified User Preferences. TOIS. 2023.
X Sun, H Yin, B Liu, Q Meng, J Cao, A Zhou, H Chen. Structure Learning via Meta-Hyperedge for Dynamic Rumor Detection. TKDE. 2023.
Y Wang, R Xu, X Jian, A Zhou, L Chen. Towards Distributed Bitruss Decomposition on Bipartite Graphs. PVLDB. 2022.
K Wang, W Zhang, X Lin, L Qin, A Zhou. Efficient Personalized Maximum Biclique Search. ICDE. 2022.
X Sun, H Yin, B Liu, Q Meng, J Cao, A Zhou, H Chen. Structure Learning via Meta-hyperedge for Dynamic Rumor Detection. TKDE. 2022.
A Zhou, Y Wang, L Chen. Butterfly Counting in Uncertain Bipartite Networks. PVLDB. 2021.
Q Wang, H Yin, T Chen, J Yu, A Zhou, X Zhang. Fast-adapting and Privacy-preserving Federated Recommender System. VLDBJ. 2021.
A Zhou, Y Wang, L Chen. Finding Large Diverse Communities on Networks: The Edge Maximum k∗-Partite Clique. PVLDB. 2020.
L Guo, H Yin, Q Wang, T Chen, A Zhou, N Quoc Viet Hung. Streaming Session-based Recommendation. SIGKDD. 2019.
A Zhou, F Zhang, L Yuan, Y Zhang, X Lin. Finding Maximal Stable Cores in Social Networks. ADC. 2018.
F Zhang, L Yuan, Y Zhang, L Qin, X Lin, A Zhou. Discovering Strong Communities with User Engagement and Tie Strength. DASFAA. 2018.