Wang, Aoran

9 publications

NeurIPS 2025 From Sequence to Structure: Uncovering Substructure Reasoning in Transformers Xinnan Dai, Kai Yang, Jay Revolinsky, Kai Guo, Aoran Wang, Bohang Zhang, Jiliang Tang

ICML 2025 Guided Structural Inference: Leveraging Priors with Soft Gating Mechanisms Aoran Wang, Xinnan Dai, Jun Pang

NeurIPS 2024 Benchmarking Structural Inference Methods for Interacting Dynamical Systems with Synthetic Data Aoran Wang, Tsz Pan Tong, Andrzej Mizera, Jun Pang

NeurIPS 2024 Structural Inference of Dynamical Systems with Conjoined State Space Models Aoran Wang, Jun Pang

ICLR 2024 Structural Inference with Dynamics Encoding and Partial Correlation Coefficients Aoran Wang, Jun Pang

ICML 2023 Active Learning Based Structural Inference Aoran Wang, Jun Pang

AAAI 2023 Anti-Drifting Feature Selection via Deep Reinforcement Learning (Student Abstract) Aoran Wang, Hongyang Yang, Feng Mao, Zongzhang Zhang, Yang Yu, Xiaoyang Liu

ICML 2023 Effective and Efficient Structural Inference with Reservoir Computing Aoran Wang, Tsz Pan Tong, Jun Pang

NeurIPS 2022 Iterative Structural Inference of Directed Graphs Aoran Wang, Jun Pang