Dai, Xinnan

5 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

ICLR 2025 How Do Large Language Models Understand Graph Patterns? a Benchmark for Graph Pattern Comprehension Xinnan Dai, Haohao Qu, Yifei Shen, Bohang Zhang, Qihao Wen, Wenqi Fan, Dongsheng Li, Jiliang Tang, Caihua Shan

ICLR 2024 CellPLM: Pre-Training of Cell Language Model Beyond Single Cells Hongzhi Wen, Wenzhuo Tang, Xinnan Dai, Jiayuan Ding, Wei Jin, Yuying Xie, Jiliang Tang

ICLR 2023 Explaining Temporal Graph Models Through an Explorer-Navigator Framework Wenwen Xia, Mincai Lai, Caihua Shan, Yao Zhang, Xinnan Dai, Xiang Li, Dongsheng Li